In this project, you’re going to take a peek into the realm of neural network machine translation. You’ll be training a sequence to sequence model on a dataset of English and French sentences that can translate new sentences from English to French.
Since translating the whole language of English to French will take lots of time to train, we have provided you with a small portion of the English corpus.
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import helper
import problem_unittests as tests
source_path = 'data/small_vocab_en'
target_path = 'data/small_vocab_fr'
source_text = helper.load_data(source_path)
target_text = helper.load_data(target_path)
Play around with view_sentence_range to view different parts of the data.
view_sentence_range = (0, 10)
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import numpy as np
print('Dataset Stats')
print('Roughly the number of unique words: {}'.format(len({word: None for word in source_text.split()})))
sentences = source_text.split('\n')
word_counts = [len(sentence.split()) for sentence in sentences]
print('Number of sentences: {}'.format(len(sentences)))
print('Average number of words in a sentence: {}'.format(np.average(word_counts)))
print()
print('English sentences {} to {}:'.format(*view_sentence_range))
print('\n'.join(source_text.split('\n')[view_sentence_range[0]:view_sentence_range[1]]))
print()
print('French sentences {} to {}:'.format(*view_sentence_range))
print('\n'.join(target_text.split('\n')[view_sentence_range[0]:view_sentence_range[1]]))
Dataset Stats Roughly the number of unique words: 227 Number of sentences: 137861 Average number of words in a sentence: 13.225277634719028 English sentences 0 to 10: new jersey is sometimes quiet during autumn , and it is snowy in april . the united states is usually chilly during july , and it is usually freezing in november . california is usually quiet during march , and it is usually hot in june . the united states is sometimes mild during june , and it is cold in september . your least liked fruit is the grape , but my least liked is the apple . his favorite fruit is the orange , but my favorite is the grape . paris is relaxing during december , but it is usually chilly in july . new jersey is busy during spring , and it is never hot in march . our least liked fruit is the lemon , but my least liked is the grape . the united states is sometimes busy during january , and it is sometimes warm in november . French sentences 0 to 10: new jersey est parfois calme pendant l' automne , et il est neigeux en avril . les états-unis est généralement froid en juillet , et il gèle habituellement en novembre . california est généralement calme en mars , et il est généralement chaud en juin . les états-unis est parfois légère en juin , et il fait froid en septembre . votre moins aimé fruit est le raisin , mais mon moins aimé est la pomme . son fruit préféré est l'orange , mais mon préféré est le raisin . paris est relaxant en décembre , mais il est généralement froid en juillet . new jersey est occupé au printemps , et il est jamais chaude en mars . notre fruit est moins aimé le citron , mais mon moins aimé est le raisin . les états-unis est parfois occupé en janvier , et il est parfois chaud en novembre .
As you did with other RNNs, you must turn the text into a number so the computer can understand it. In the function text_to_ids(), you'll turn source_text and target_text from words to ids. However, you need to add the <EOS> word id at the end of each sentence from target_text. This will help the neural network predict when the sentence should end.
You can get the <EOS> word id by doing:
target_vocab_to_int['<EOS>']
You can get other word ids using source_vocab_to_int and target_vocab_to_int.
def text_to_ids(source_text, target_text, source_vocab_to_int, target_vocab_to_int):
"""
Convert source and target text to proper word ids
:param source_text: String that contains all the source text.
:param target_text: String that contains all the target text.
:param source_vocab_to_int: Dictionary to go from the source words to an id
:param target_vocab_to_int: Dictionary to go from the target words to an id
:return: A tuple of lists (source_id_text, target_id_text)
"""
# TODO: Implement Function
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source_id_text = [[source_vocab_to_int[word] for word in sentence.split()] for sentence in source_text.split('\n')]
target_id_text = [[target_vocab_to_int[word] for word in sentence.split()] + [target_vocab_to_int['<EOS>']] for sentence in target_text.split('\n')]
=======
source_id_text = []
target_id_text =[]
outputLine = []
#print(source_text)
#print(target_text)
lines = source_text.split('\n')
#print(lines)
for line in lines:
outputLine = []
#print(line)
srcText = line.split(' ')
for txt in srcText:
#print(txt)
if txt != '':
outputLine.append(source_vocab_to_int[txt])
#outputLine.append(" ")
#outputLine.append(source_vocab_to_int['<EOS>'])
source_id_text.append(outputLine)
#print(len(source_id_text))
lines = target_text.split('\n')
for line in lines:
outputLine = []
tgtText = line.split(' ')
for txt in tgtText:
if txt != '':
outputLine.append(target_vocab_to_int[txt])
#outputLine.append(" ")
outputLine.append(target_vocab_to_int['<EOS>'])
target_id_text.append(outputLine)
#print(len(target_id_text))
>>>>>>> 307c83c... submission_01
=======
source_id_text = [[source_vocab_to_int[word] for word in sentence.split()] for sentence in source_text.split('\n')]
target_id_text = [[target_vocab_to_int[word] for word in sentence.split()] + [target_vocab_to_int['<EOS>']] for sentence in target_text.split('\n')]
>>>>>>> caaab3a... submission_02
=======
source_id_text = [[source_vocab_to_int[word] for word in sentence.split()] for sentence in source_text.split('\n')]
target_id_text = [[target_vocab_to_int[word] for word in sentence.split()] + [target_vocab_to_int['<EOS>']] for sentence in target_text.split('\n')]
>>>>>>> a7568d9f54a58f4956b458fc6a3732a6565cdda0
return (source_id_text, target_id_text)
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_text_to_ids(text_to_ids)
Tests Passed
Running the code cell below will preprocess all the data and save it to file.
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
helper.preprocess_and_save_data(source_path, target_path, text_to_ids)
This is your first checkpoint. If you ever decide to come back to this notebook or have to restart the notebook, you can start from here. The preprocessed data has been saved to disk.
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import numpy as np
import helper
(source_int_text, target_int_text), (source_vocab_to_int, target_vocab_to_int), _ = helper.load_preprocess()
This will check to make sure you have the correct version of TensorFlow and access to a GPU
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
from distutils.version import LooseVersion
import warnings
import tensorflow as tf
# Check TensorFlow Version
assert LooseVersion(tf.__version__) in [LooseVersion('1.0.0'), LooseVersion('1.0.1')], 'This project requires TensorFlow version 1.0 You are using {}'.format(tf.__version__)
print('TensorFlow Version: {}'.format(tf.__version__))
# Check for a GPU
if not tf.test.gpu_device_name():
warnings.warn('No GPU found. Please use a GPU to train your neural network.')
else:
print('Default GPU Device: {}'.format(tf.test.gpu_device_name()))
TensorFlow Version: 1.0.0 Default GPU Device: /gpu:0
You'll build the components necessary to build a Sequence-to-Sequence model by implementing the following functions below:
model_inputsprocess_decoding_inputencoding_layerdecoding_layer_traindecoding_layer_inferdecoding_layerseq2seq_modelImplement the model_inputs() function to create TF Placeholders for the Neural Network. It should create the following placeholders:
Return the placeholders in the following the tuple (Input, Targets, Learing Rate, Keep Probability)
def model_inputs():
"""
Create TF Placeholders for input, targets, and learning rate.
:return: Tuple (input, targets, learning rate, keep probability)
"""
# TODO: Implement Function
input = tf.placeholder(tf.int32,[None,None],name="input")
targets = tf.placeholder(tf.int32,[None,None],)
learningRate = tf.placeholder(tf.float32,shape=None)
keepProbability = tf.placeholder(tf.float32,shape=None, name="keep_prob")
return (input, targets, learningRate, keepProbability)
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_inputs(model_inputs)
Tests Passed
Implement process_decoding_input using TensorFlow to remove the last word id from each batch in target_data and concat the GO ID to the begining of each batch.
def process_decoding_input(target_data, target_vocab_to_int, batch_size):
"""
Preprocess target data for decoding
:param target_data: Target Placehoder
:param target_vocab_to_int: Dictionary to go from the target words to an id
:param batch_size: Batch Size
:return: Preprocessed target data
"""
# TODO: Implement Function
ending = tf.strided_slice(target_data, [0, 0], [batch_size, -1], [1, 1])
dec_input = tf.concat([tf.fill([batch_size, 1], target_vocab_to_int['<GO>']), ending], 1)
return dec_input
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_process_decoding_input(process_decoding_input)
Tests Passed
Implement encoding_layer() to create a Encoder RNN layer using tf.nn.dynamic_rnn().
def encoding_layer(rnn_inputs, rnn_size, num_layers, keep_prob):
"""
Create encoding layer
:param rnn_inputs: Inputs for the RNN
:param rnn_size: RNN Size
:param num_layers: Number of layers
:param keep_prob: Dropout keep probability
:return: RNN state
"""
# TODO: Implement Function
lstm = tf.contrib.rnn.BasicLSTMCell(rnn_size)
drop = tf.contrib.rnn.DropoutWrapper(lstm, output_keep_prob=keep_prob)
cell = tf.contrib.rnn.MultiRNNCell([drop] * num_layers)
outputs,state = tf.nn.dynamic_rnn(cell, rnn_inputs, dtype=tf.float32)
return state
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_encoding_layer(encoding_layer)
Tests Passed
Create training logits using tf.contrib.seq2seq.simple_decoder_fn_train() and tf.contrib.seq2seq.dynamic_rnn_decoder(). Apply the output_fn to the tf.contrib.seq2seq.dynamic_rnn_decoder() outputs.
def decoding_layer_train(encoder_state, dec_cell, dec_embed_input, sequence_length, decoding_scope,
output_fn, keep_prob):
"""
Create a decoding layer for training
:param encoder_state: Encoder State
:param dec_cell: Decoder RNN Cell
:param dec_embed_input: Decoder embedded input
:param sequence_length: Sequence Length
:param decoding_scope: TenorFlow Variable Scope for decoding
:param output_fn: Function to apply the output layer
:param keep_prob: Dropout keep probability
:return: Train Logits
"""
# TODO: Implement Function
#with tf.variable_scope("decoding") as decoding_scope:
# Training Decoder
train_decoder_fn = tf.contrib.seq2seq.simple_decoder_fn_train(encoder_state)
train_pred, _, _ = tf.contrib.seq2seq.dynamic_rnn_decoder(
dec_cell, train_decoder_fn, dec_embed_input, sequence_length, scope=decoding_scope)
# Apply output function
train_logits = output_fn(train_pred)
return train_logits
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_decoding_layer_train(decoding_layer_train)
Tests Passed
Create inference logits using tf.contrib.seq2seq.simple_decoder_fn_inference() and tf.contrib.seq2seq.dynamic_rnn_decoder().
def decoding_layer_infer(encoder_state, dec_cell, dec_embeddings, start_of_sequence_id, end_of_sequence_id,
maximum_length, vocab_size, decoding_scope, output_fn, keep_prob):
"""
Create a decoding layer for inference
:param encoder_state: Encoder state
:param dec_cell: Decoder RNN Cell
:param dec_embeddings: Decoder embeddings
:param start_of_sequence_id: GO ID
:param end_of_sequence_id: EOS Id
:param maximum_length: The maximum allowed time steps to decode
:param vocab_size: Size of vocabulary
:param decoding_scope: TensorFlow Variable Scope for decoding
:param output_fn: Function to apply the output layer
:param keep_prob: Dropout keep probability
:return: Inference Logits
"""
# TODO: Implement Function
infer_decoder_fn = tf.contrib.seq2seq.simple_decoder_fn_inference(
output_fn, encoder_state, dec_embeddings, start_of_sequence_id, end_of_sequence_id,
maximum_length, vocab_size)
inference_logits, _, _ = tf.contrib.seq2seq.dynamic_rnn_decoder(dec_cell, infer_decoder_fn, scope=decoding_scope)
return inference_logits
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_decoding_layer_infer(decoding_layer_infer)
Tests Passed
Implement decoding_layer() to create a Decoder RNN layer.
rnn_size and num_layers.lambda to transform it's input, logits, to class logits.decoding_layer_train(encoder_state, dec_cell, dec_embed_input, sequence_length, decoding_scope, output_fn, keep_prob) function to get the training logits.decoding_layer_infer(encoder_state, dec_cell, dec_embeddings, start_of_sequence_id, end_of_sequence_id, maximum_length, vocab_size, decoding_scope, output_fn, keep_prob) function to get the inference logits.Note: You'll need to use tf.variable_scope to share variables between training and inference.
def decoding_layer(dec_embed_input, dec_embeddings, encoder_state, vocab_size, sequence_length, rnn_size,
num_layers, target_vocab_to_int, keep_prob):
"""
Create decoding layer
:param dec_embed_input: Decoder embedded input
:param dec_embeddings: Decoder embeddings
:param encoder_state: The encoded state
:param vocab_size: Size of vocabulary
:param sequence_length: Sequence Length
:param rnn_size: RNN Size
:param num_layers: Number of layers
:param target_vocab_to_int: Dictionary to go from the target words to an id
:param keep_prob: Dropout keep probability
:return: Tuple of (Training Logits, Inference Logits)
"""
# TODO: Implement Function
dec_cell = tf.contrib.rnn.MultiRNNCell([tf.contrib.rnn.BasicLSTMCell(rnn_size)] * num_layers)
with tf.variable_scope("decoding") as decoding_scope:
# Output Layer
output_fn = lambda x: tf.contrib.layers.fully_connected(x, vocab_size, None, scope=decoding_scope)
#output_fn = lambda logits: tf.nn.softmax(logits)
train_logits = decoding_layer_train(encoder_state, dec_cell, dec_embed_input, sequence_length, decoding_scope,
output_fn, keep_prob)
with tf.variable_scope("decoding", reuse=True) as decoding_scope:
start_of_sequence_id = target_vocab_to_int['<GO>']
end_of_sequence_id = target_vocab_to_int['<EOS>']
inference_logits = decoding_layer_infer(encoder_state, dec_cell, dec_embeddings, start_of_sequence_id, end_of_sequence_id,
sequence_length - 1, vocab_size, decoding_scope, output_fn, keep_prob)
return train_logits, inference_logits
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_decoding_layer(decoding_layer)
Tests Passed
Apply the functions you implemented above to:
encoding_layer(rnn_inputs, rnn_size, num_layers, keep_prob).process_decoding_input(target_data, target_vocab_to_int, batch_size) function.decoding_layer(dec_embed_input, dec_embeddings, encoder_state, vocab_size, sequence_length, rnn_size, num_layers, target_vocab_to_int, keep_prob).def seq2seq_model(input_data, target_data, keep_prob, batch_size, sequence_length, source_vocab_size, target_vocab_size,
enc_embedding_size, dec_embedding_size, rnn_size, num_layers, target_vocab_to_int):
"""
Build the Sequence-to-Sequence part of the neural network
:param input_data: Input placeholder
:param target_data: Target placeholder
:param keep_prob: Dropout keep probability placeholder
:param batch_size: Batch Size
:param sequence_length: Sequence Length
:param source_vocab_size: Source vocabulary size
:param target_vocab_size: Target vocabulary size
:param enc_embedding_size: Decoder embedding size
:param dec_embedding_size: Encoder embedding size
:param rnn_size: RNN Size
:param num_layers: Number of layers
:param target_vocab_to_int: Dictionary to go from the target words to an id
:return: Tuple of (Training Logits, Inference Logits)
"""
# TODO: Implement Function
# Encoder Embedding
enc_embeddings = tf.Variable(tf.random_uniform([source_vocab_size, enc_embedding_size]))
enc_embed_input = tf.nn.embedding_lookup(enc_embeddings, input_data)
encoder_state = encoding_layer(enc_embed_input, rnn_size, num_layers, keep_prob)
dec_input = process_decoding_input(target_data, target_vocab_to_int, batch_size)
# Decoder Embedding
dec_embeddings = tf.Variable(tf.random_uniform([target_vocab_size, dec_embedding_size]))
dec_embed_input = tf.nn.embedding_lookup(dec_embeddings, dec_input)
train_logits, inference_logits = decoding_layer(dec_embed_input, dec_embeddings, encoder_state, target_vocab_size, sequence_length, rnn_size, num_layers, target_vocab_to_int, keep_prob)
return train_logits, inference_logits
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_seq2seq_model(seq2seq_model)
Tests Passed
Tune the following parameters:
epochs to the number of epochs.batch_size to the batch size.rnn_size to the size of the RNNs.num_layers to the number of layers.encoding_embedding_size to the size of the embedding for the encoder.decoding_embedding_size to the size of the embedding for the decoder.learning_rate to the learning rate.keep_probability to the Dropout keep probability# Number of Epochs
epochs = 100
# Batch Size
batch_size = 512
# RNN Size
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rnn_size = 256
# Number of Layers
num_layers = 4
# Embedding Size
encoding_embedding_size = 256
decoding_embedding_size = 256
# Learning Rate
learning_rate = 0.005
=======
rnn_size = 128
=======
rnn_size = 256
>>>>>>> caaab3a... submission_02
=======
rnn_size = 256
>>>>>>> a7568d9f54a58f4956b458fc6a3732a6565cdda0
# Number of Layers
num_layers = 4
# Embedding Size
encoding_embedding_size = 256
decoding_embedding_size = 256
# Learning Rate
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learning_rate = 0.001
>>>>>>> 307c83c... submission_01
=======
learning_rate = 0.005
>>>>>>> caaab3a... submission_02
=======
learning_rate = 0.005
>>>>>>> a7568d9f54a58f4956b458fc6a3732a6565cdda0
# Dropout Keep Probability
keep_probability = 0.5
Build the graph using the neural network you implemented.
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
save_path = 'checkpoints/dev'
(source_int_text, target_int_text), (source_vocab_to_int, target_vocab_to_int), _ = helper.load_preprocess()
max_source_sentence_length = max([len(sentence) for sentence in source_int_text])
train_graph = tf.Graph()
with train_graph.as_default():
input_data, targets, lr, keep_prob = model_inputs()
sequence_length = tf.placeholder_with_default(max_source_sentence_length, None, name='sequence_length')
input_shape = tf.shape(input_data)
train_logits, inference_logits = seq2seq_model(
tf.reverse(input_data, [-1]), targets, keep_prob, batch_size, sequence_length, len(source_vocab_to_int), len(target_vocab_to_int),
encoding_embedding_size, decoding_embedding_size, rnn_size, num_layers, target_vocab_to_int)
tf.identity(inference_logits, 'logits')
with tf.name_scope("optimization"):
# Loss function
cost = tf.contrib.seq2seq.sequence_loss(
train_logits,
targets,
tf.ones([input_shape[0], sequence_length]))
# Optimizer
optimizer = tf.train.AdamOptimizer(lr)
# Gradient Clipping
gradients = optimizer.compute_gradients(cost)
capped_gradients = [(tf.clip_by_value(grad, -1., 1.), var) for grad, var in gradients if grad is not None]
train_op = optimizer.apply_gradients(capped_gradients)
Train the neural network on the preprocessed data. If you have a hard time getting a good loss, check the forms to see if anyone is having the same problem.
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import time
def get_accuracy(target, logits):
"""
Calculate accuracy
"""
max_seq = max(target.shape[1], logits.shape[1])
if max_seq - target.shape[1]:
target = np.pad(
target,
[(0,0),(0,max_seq - target.shape[1])],
'constant')
if max_seq - logits.shape[1]:
logits = np.pad(
logits,
[(0,0),(0,max_seq - logits.shape[1]), (0,0)],
'constant')
return np.mean(np.equal(target, np.argmax(logits, 2)))
train_source = source_int_text[batch_size:]
train_target = target_int_text[batch_size:]
valid_source = helper.pad_sentence_batch(source_int_text[:batch_size])
valid_target = helper.pad_sentence_batch(target_int_text[:batch_size])
with tf.Session(graph=train_graph) as sess:
sess.run(tf.global_variables_initializer())
for epoch_i in range(epochs):
for batch_i, (source_batch, target_batch) in enumerate(
helper.batch_data(train_source, train_target, batch_size)):
start_time = time.time()
_, loss = sess.run(
[train_op, cost],
{input_data: source_batch,
targets: target_batch,
lr: learning_rate,
sequence_length: target_batch.shape[1],
keep_prob: keep_probability})
batch_train_logits = sess.run(
inference_logits,
{input_data: source_batch, keep_prob: 1.0})
batch_valid_logits = sess.run(
inference_logits,
{input_data: valid_source, keep_prob: 1.0})
train_acc = get_accuracy(target_batch, batch_train_logits)
valid_acc = get_accuracy(np.array(valid_target), batch_valid_logits)
end_time = time.time()
print('Epoch {:>3} Batch {:>4}/{} - Train Accuracy: {:>6.3f}, Validation Accuracy: {:>6.3f}, Loss: {:>6.3f}'
.format(epoch_i, batch_i, len(source_int_text) // batch_size, train_acc, valid_acc, loss))
# Save Model
saver = tf.train.Saver()
saver.save(sess, save_path)
print('Model Trained and Saved')
Epoch 0 Batch 0/269 - Train Accuracy: 0.277, Validation Accuracy: 0.342, Loss: 5.879 Epoch 0 Batch 1/269 - Train Accuracy: 0.244, Validation Accuracy: 0.322, Loss: 4.915 Epoch 0 Batch 2/269 - Train Accuracy: 0.302, Validation Accuracy: 0.343, Loss: 4.960 Epoch 0 Batch 3/269 - Train Accuracy: 0.281, Validation Accuracy: 0.347, Loss: 3.908 Epoch 0 Batch 4/269 - Train Accuracy: 0.270, Validation Accuracy: 0.343, Loss: 4.001 Epoch 0 Batch 5/269 - Train Accuracy: 0.272, Validation Accuracy: 0.347, Loss: 3.702 Epoch 0 Batch 6/269 - Train Accuracy: 0.313, Validation Accuracy: 0.342, Loss: 3.485 Epoch 0 Batch 7/269 - Train Accuracy: 0.311, Validation Accuracy: 0.343, Loss: 3.425 Epoch 0 Batch 8/269 - Train Accuracy: 0.295, Validation Accuracy: 0.357, Loss: 3.469 Epoch 0 Batch 9/269 - Train Accuracy: 0.341, Validation Accuracy: 0.378, Loss: 3.317 Epoch 0 Batch 10/269 - Train Accuracy: 0.318, Validation Accuracy: 0.382, Loss: 3.314 Epoch 0 Batch 11/269 - Train Accuracy: 0.344, Validation Accuracy: 0.378, Loss: 3.185 Epoch 0 Batch 12/269 - Train Accuracy: 0.295, Validation Accuracy: 0.356, Loss: 3.245 Epoch 0 Batch 13/269 - Train Accuracy: 0.359, Validation Accuracy: 0.356, Loss: 2.944 Epoch 0 Batch 14/269 - Train Accuracy: 0.321, Validation Accuracy: 0.360, Loss: 3.076 Epoch 0 Batch 15/269 - Train Accuracy: 0.328, Validation Accuracy: 0.373, Loss: 3.062 Epoch 0 Batch 16/269 - Train Accuracy: 0.343, Validation Accuracy: 0.373, Loss: 3.015 Epoch 0 Batch 17/269 - Train Accuracy: 0.344, Validation Accuracy: 0.382, Loss: 2.980 Epoch 0 Batch 18/269 - Train Accuracy: 0.315, Validation Accuracy: 0.381, Loss: 3.078 Epoch 0 Batch 19/269 - Train Accuracy: 0.380, Validation Accuracy: 0.382, Loss: 2.812 Epoch 0 Batch 20/269 - Train Accuracy: 0.321, Validation Accuracy: 0.382, Loss: 3.005 Epoch 0 Batch 21/269 - Train Accuracy: 0.319, Validation Accuracy: 0.381, Loss: 3.034 Epoch 0 Batch 22/269 - Train Accuracy: 0.358, Validation Accuracy: 0.387, Loss: 2.873 Epoch 0 Batch 23/269 - Train Accuracy: 0.366, Validation Accuracy: 0.385, Loss: 2.876 Epoch 0 Batch 24/269 - Train Accuracy: 0.333, Validation Accuracy: 0.393, Loss: 2.978 Epoch 0 Batch 25/269 - Train Accuracy: 0.333, Validation Accuracy: 0.394, Loss: 2.958 Epoch 0 Batch 26/269 - Train Accuracy: 0.396, Validation Accuracy: 0.393, Loss: 2.700 Epoch 0 Batch 27/269 - Train Accuracy: 0.364, Validation Accuracy: 0.394, Loss: 2.812 Epoch 0 Batch 28/269 - Train Accuracy: 0.317, Validation Accuracy: 0.388, Loss: 2.950 Epoch 0 Batch 29/269 - Train Accuracy: 0.332, Validation Accuracy: 0.394, Loss: 2.916 Epoch 0 Batch 30/269 - Train Accuracy: 0.359, Validation Accuracy: 0.394, Loss: 2.775 Epoch 0 Batch 31/269 - Train Accuracy: 0.363, Validation Accuracy: 0.394, Loss: 2.775 Epoch 0 Batch 32/269 - Train Accuracy: 0.345, Validation Accuracy: 0.381, Loss: 2.781 Epoch 0 Batch 33/269 - Train Accuracy: 0.367, Validation Accuracy: 0.393, Loss: 2.723 Epoch 0 Batch 34/269 - Train Accuracy: 0.362, Validation Accuracy: 0.394, Loss: 2.725 Epoch 0 Batch 35/269 - Train Accuracy: 0.366, Validation Accuracy: 0.394, Loss: 2.702 Epoch 0 Batch 36/269 - Train Accuracy: 0.366, Validation Accuracy: 0.395, Loss: 2.721 Epoch 0 Batch 37/269 - Train Accuracy: 0.364, Validation Accuracy: 0.394, Loss: 2.722 Epoch 0 Batch 38/269 - Train Accuracy: 0.359, Validation Accuracy: 0.394, Loss: 2.714 Epoch 0 Batch 39/269 - Train Accuracy: 0.366, Validation Accuracy: 0.394, Loss: 2.675 Epoch 0 Batch 40/269 - Train Accuracy: 0.338, Validation Accuracy: 0.395, Loss: 2.796 Epoch 0 Batch 41/269 - Train Accuracy: 0.372, Validation Accuracy: 0.401, Loss: 2.683 Epoch 0 Batch 42/269 - Train Accuracy: 0.392, Validation Accuracy: 0.397, Loss: 2.565 Epoch 0 Batch 43/269 - Train Accuracy: 0.336, Validation Accuracy: 0.397, Loss: 2.785 Epoch 0 Batch 44/269 - Train Accuracy: 0.374, Validation Accuracy: 0.398, Loss: 2.661 Epoch 0 Batch 45/269 - Train Accuracy: 0.335, Validation Accuracy: 0.396, Loss: 2.777 Epoch 0 Batch 46/269 - Train Accuracy: 0.337, Validation Accuracy: 0.399, Loss: 2.766 Epoch 0 Batch 47/269 - Train Accuracy: 0.399, Validation Accuracy: 0.399, Loss: 2.506 Epoch 0 Batch 48/269 - Train Accuracy: 0.374, Validation Accuracy: 0.402, Loss: 2.613 Epoch 0 Batch 49/269 - Train Accuracy: 0.335, Validation Accuracy: 0.399, Loss: 2.767 Epoch 0 Batch 50/269 - Train Accuracy: 0.340, Validation Accuracy: 0.400, Loss: 2.773 Epoch 0 Batch 51/269 - Train Accuracy: 0.367, Validation Accuracy: 0.400, Loss: 2.663 Epoch 0 Batch 52/269 - Train Accuracy: 0.368, Validation Accuracy: 0.400, Loss: 2.623 Epoch 0 Batch 53/269 - Train Accuracy: 0.343, Validation Accuracy: 0.400, Loss: 2.738 Epoch 0 Batch 54/269 - Train Accuracy: 0.341, Validation Accuracy: 0.399, Loss: 2.733 Epoch 0 Batch 55/269 - Train Accuracy: 0.372, Validation Accuracy: 0.401, Loss: 2.611 Epoch 0 Batch 56/269 - Train Accuracy: 0.372, Validation Accuracy: 0.401, Loss: 2.616 Epoch 0 Batch 57/269 - Train Accuracy: 0.364, Validation Accuracy: 0.394, Loss: 2.609 Epoch 0 Batch 58/269 - Train Accuracy: 0.358, Validation Accuracy: 0.387, Loss: 2.623 Epoch 0 Batch 59/269 - Train Accuracy: 0.367, Validation Accuracy: 0.399, Loss: 2.624 Epoch 0 Batch 60/269 - Train Accuracy: 0.392, Validation Accuracy: 0.401, Loss: 2.525 Epoch 0 Batch 61/269 - Train Accuracy: 0.401, Validation Accuracy: 0.398, Loss: 2.464 Epoch 0 Batch 62/269 - Train Accuracy: 0.400, Validation Accuracy: 0.401, Loss: 2.498 Epoch 0 Batch 63/269 - Train Accuracy: 0.367, Validation Accuracy: 0.400, Loss: 2.595 Epoch 0 Batch 64/269 - Train Accuracy: 0.371, Validation Accuracy: 0.402, Loss: 2.584 Epoch 0 Batch 65/269 - Train Accuracy: 0.372, Validation Accuracy: 0.401, Loss: 2.567 Epoch 0 Batch 66/269 - Train Accuracy: 0.383, Validation Accuracy: 0.391, Loss: 2.466 Epoch 0 Batch 67/269 - Train Accuracy: 0.366, Validation Accuracy: 0.401, Loss: 2.570 Epoch 0 Batch 68/269 - Train Accuracy: 0.340, Validation Accuracy: 0.367, Loss: 2.598 Epoch 0 Batch 69/269 - Train Accuracy: 0.333, Validation Accuracy: 0.393, Loss: 2.756 Epoch 0 Batch 70/269 - Train Accuracy: 0.371, Validation Accuracy: 0.398, Loss: 2.684 Epoch 0 Batch 71/269 - Train Accuracy: 0.331, Validation Accuracy: 0.390, Loss: 2.667 Epoch 0 Batch 72/269 - Train Accuracy: 0.386, Validation Accuracy: 0.389, Loss: 2.608 Epoch 0 Batch 73/269 - Train Accuracy: 0.374, Validation Accuracy: 0.405, Loss: 2.544 Epoch 0 Batch 74/269 - Train Accuracy: 0.344, Validation Accuracy: 0.400, Loss: 2.701 Epoch 0 Batch 75/269 - Train Accuracy: 0.341, Validation Accuracy: 0.373, Loss: 2.548 Epoch 0 Batch 76/269 - Train Accuracy: 0.359, Validation Accuracy: 0.389, Loss: 2.579 Epoch 0 Batch 77/269 - Train Accuracy: 0.365, Validation Accuracy: 0.386, Loss: 2.510 Epoch 0 Batch 78/269 - Train Accuracy: 0.358, Validation Accuracy: 0.388, Loss: 2.577 Epoch 0 Batch 79/269 - Train Accuracy: 0.345, Validation Accuracy: 0.377, Loss: 2.540 Epoch 0 Batch 80/269 - Train Accuracy: 0.351, Validation Accuracy: 0.371, Loss: 2.493 Epoch 0 Batch 81/269 - Train Accuracy: 0.362, Validation Accuracy: 0.386, Loss: 2.541 Epoch 0 Batch 82/269 - Train Accuracy: 0.363, Validation Accuracy: 0.387, Loss: 2.475 Epoch 0 Batch 83/269 - Train Accuracy: 0.368, Validation Accuracy: 0.385, Loss: 2.460 Epoch 0 Batch 84/269 - Train Accuracy: 0.339, Validation Accuracy: 0.380, Loss: 2.460 Epoch 0 Batch 85/269 - Train Accuracy: 0.335, Validation Accuracy: 0.378, Loss: 2.469 Epoch 0 Batch 86/269 - Train Accuracy: 0.336, Validation Accuracy: 0.378, Loss: 2.482 Epoch 0 Batch 87/269 - Train Accuracy: 0.329, Validation Accuracy: 0.388, Loss: 2.607 Epoch 0 Batch 88/269 - Train Accuracy: 0.357, Validation Accuracy: 0.387, Loss: 2.457 Epoch 0 Batch 89/269 - Train Accuracy: 0.359, Validation Accuracy: 0.384, Loss: 2.436 Epoch 0 Batch 90/269 - Train Accuracy: 0.309, Validation Accuracy: 0.377, Loss: 2.584 Epoch 0 Batch 91/269 - Train Accuracy: 0.345, Validation Accuracy: 0.381, Loss: 2.465 Epoch 0 Batch 92/269 - Train Accuracy: 0.361, Validation Accuracy: 0.387, Loss: 2.426 Epoch 0 Batch 93/269 - Train Accuracy: 0.386, Validation Accuracy: 0.385, Loss: 2.335 Epoch 0 Batch 94/269 - Train Accuracy: 0.356, Validation Accuracy: 0.385, Loss: 2.463 Epoch 0 Batch 95/269 - Train Accuracy: 0.360, Validation Accuracy: 0.387, Loss: 2.409 Epoch 0 Batch 96/269 - Train Accuracy: 0.359, Validation Accuracy: 0.387, Loss: 2.411 Epoch 0 Batch 97/269 - Train Accuracy: 0.355, Validation Accuracy: 0.387, Loss: 2.412 Epoch 0 Batch 98/269 - Train Accuracy: 0.370, Validation Accuracy: 0.388, Loss: 2.368 Epoch 0 Batch 99/269 - Train Accuracy: 0.333, Validation Accuracy: 0.390, Loss: 2.514 Epoch 0 Batch 100/269 - Train Accuracy: 0.373, Validation Accuracy: 0.390, Loss: 2.342 Epoch 0 Batch 101/269 - Train Accuracy: 0.317, Validation Accuracy: 0.377, Loss: 2.513 Epoch 0 Batch 102/269 - Train Accuracy: 0.341, Validation Accuracy: 0.372, Loss: 2.376 Epoch 0 Batch 103/269 - Train Accuracy: 0.354, Validation Accuracy: 0.383, Loss: 2.398 Epoch 0 Batch 104/269 - Train Accuracy: 0.338, Validation Accuracy: 0.367, Loss: 2.360 Epoch 0 Batch 105/269 - Train Accuracy: 0.330, Validation Accuracy: 0.358, Loss: 2.339 Epoch 0 Batch 106/269 - Train Accuracy: 0.348, Validation Accuracy: 0.377, Loss: 2.349 Epoch 0 Batch 107/269 - Train Accuracy: 0.306, Validation Accuracy: 0.370, Loss: 2.452 Epoch 0 Batch 108/269 - Train Accuracy: 0.331, Validation Accuracy: 0.363, Loss: 2.297 Epoch 0 Batch 109/269 - Train Accuracy: 0.324, Validation Accuracy: 0.370, Loss: 2.316 Epoch 0 Batch 110/269 - Train Accuracy: 0.345, Validation Accuracy: 0.372, Loss: 2.268 Epoch 0 Batch 111/269 - Train Accuracy: 0.312, Validation Accuracy: 0.372, Loss: 2.376 Epoch 0 Batch 112/269 - Train Accuracy: 0.314, Validation Accuracy: 0.341, Loss: 2.205 Epoch 0 Batch 113/269 - Train Accuracy: 0.374, Validation Accuracy: 0.376, Loss: 2.138 Epoch 0 Batch 114/269 - Train Accuracy: 0.328, Validation Accuracy: 0.362, Loss: 2.218 Epoch 0 Batch 115/269 - Train Accuracy: 0.330, Validation Accuracy: 0.385, Loss: 2.244 Epoch 0 Batch 116/269 - Train Accuracy: 0.311, Validation Accuracy: 0.344, Loss: 2.237 Epoch 0 Batch 117/269 - Train Accuracy: 0.325, Validation Accuracy: 0.352, Loss: 2.162 Epoch 0 Batch 118/269 - Train Accuracy: 0.359, Validation Accuracy: 0.380, Loss: 2.084 Epoch 0 Batch 119/269 - Train Accuracy: 0.303, Validation Accuracy: 0.374, Loss: 2.309 Epoch 0 Batch 120/269 - Train Accuracy: 0.292, Validation Accuracy: 0.342, Loss: 2.178 Epoch 0 Batch 121/269 - Train Accuracy: 0.324, Validation Accuracy: 0.354, Loss: 2.128 Epoch 0 Batch 122/269 - Train Accuracy: 0.327, Validation Accuracy: 0.366, Loss: 2.062 Epoch 0 Batch 123/269 - Train Accuracy: 0.312, Validation Accuracy: 0.376, Loss: 2.194 Epoch 0 Batch 124/269 - Train Accuracy: 0.302, Validation Accuracy: 0.332, Loss: 1.990 Epoch 0 Batch 125/269 - Train Accuracy: 0.335, Validation Accuracy: 0.361, Loss: 1.990 Epoch 0 Batch 126/269 - Train Accuracy: 0.325, Validation Accuracy: 0.352, Loss: 1.967 Epoch 0 Batch 127/269 - Train Accuracy: 0.292, Validation Accuracy: 0.364, Loss: 2.055 Epoch 0 Batch 128/269 - Train Accuracy: 0.337, Validation Accuracy: 0.362, Loss: 1.953 Epoch 0 Batch 129/269 - Train Accuracy: 0.335, Validation Accuracy: 0.363, Loss: 1.972 Epoch 0 Batch 130/269 - Train Accuracy: 0.289, Validation Accuracy: 0.362, Loss: 2.069 Epoch 0 Batch 131/269 - Train Accuracy: 0.294, Validation Accuracy: 0.363, Loss: 1.992 Epoch 0 Batch 132/269 - Train Accuracy: 0.331, Validation Accuracy: 0.361, Loss: 1.909 Epoch 0 Batch 133/269 - Train Accuracy: 0.340, Validation Accuracy: 0.374, Loss: 1.861 Epoch 0 Batch 134/269 - Train Accuracy: 0.307, Validation Accuracy: 0.372, Loss: 1.941 Epoch 0 Batch 135/269 - Train Accuracy: 0.311, Validation Accuracy: 0.372, Loss: 1.945 Epoch 0 Batch 136/269 - Train Accuracy: 0.288, Validation Accuracy: 0.360, Loss: 1.900 Epoch 0 Batch 137/269 - Train Accuracy: 0.300, Validation Accuracy: 0.360, Loss: 1.869 Epoch 0 Batch 138/269 - Train Accuracy: 0.292, Validation Accuracy: 0.360, Loss: 1.801 Epoch 0 Batch 139/269 - Train Accuracy: 0.329, Validation Accuracy: 0.359, Loss: 1.710 Epoch 0 Batch 140/269 - Train Accuracy: 0.328, Validation Accuracy: 0.359, Loss: 1.699 Epoch 0 Batch 141/269 - Train Accuracy: 0.296, Validation Accuracy: 0.357, Loss: 1.721 Epoch 0 Batch 142/269 - Train Accuracy: 0.318, Validation Accuracy: 0.353, Loss: 1.654 Epoch 0 Batch 143/269 - Train Accuracy: 0.340, Validation Accuracy: 0.363, Loss: 1.621 Epoch 0 Batch 144/269 - Train Accuracy: 0.326, Validation Accuracy: 0.363, Loss: 1.602 Epoch 0 Batch 145/269 - Train Accuracy: 0.328, Validation Accuracy: 0.358, Loss: 1.596 Epoch 0 Batch 146/269 - Train Accuracy: 0.319, Validation Accuracy: 0.358, Loss: 1.566 Epoch 0 Batch 147/269 - Train Accuracy: 0.359, Validation Accuracy: 0.356, Loss: 1.493 Epoch 0 Batch 148/269 - Train Accuracy: 0.318, Validation Accuracy: 0.359, Loss: 1.584 Epoch 0 Batch 149/269 - Train Accuracy: 0.307, Validation Accuracy: 0.340, Loss: 1.522 Epoch 0 Batch 150/269 - Train Accuracy: 0.303, Validation Accuracy: 0.342, Loss: 1.517 Epoch 0 Batch 151/269 - Train Accuracy: 0.352, Validation Accuracy: 0.353, Loss: 1.422 Epoch 0 Batch 152/269 - Train Accuracy: 0.319, Validation Accuracy: 0.352, Loss: 1.459 Epoch 0 Batch 153/269 - Train Accuracy: 0.329, Validation Accuracy: 0.352, Loss: 1.418 Epoch 0 Batch 154/269 - Train Accuracy: 0.286, Validation Accuracy: 0.353, Loss: 1.474 Epoch 0 Batch 155/269 - Train Accuracy: 0.356, Validation Accuracy: 0.353, Loss: 1.325 Epoch 0 Batch 156/269 - Train Accuracy: 0.290, Validation Accuracy: 0.353, Loss: 1.447 Epoch 0 Batch 157/269 - Train Accuracy: 0.326, Validation Accuracy: 0.351, Loss: 1.361 Epoch 0 Batch 158/269 - Train Accuracy: 0.331, Validation Accuracy: 0.351, Loss: 1.329 Epoch 0 Batch 159/269 - Train Accuracy: 0.290, Validation Accuracy: 0.332, Loss: 1.374 Epoch 0 Batch 160/269 - Train Accuracy: 0.295, Validation Accuracy: 0.334, Loss: 1.333 Epoch 0 Batch 161/269 - Train Accuracy: 0.294, Validation Accuracy: 0.329, Loss: 1.327 Epoch 0 Batch 162/269 - Train Accuracy: 0.299, Validation Accuracy: 0.334, Loss: 1.292 Epoch 0 Batch 163/269 - Train Accuracy: 0.300, Validation Accuracy: 0.332, Loss: 1.290 Epoch 0 Batch 164/269 - Train Accuracy: 0.292, Validation Accuracy: 0.332, Loss: 1.277 Epoch 0 Batch 165/269 - Train Accuracy: 0.282, Validation Accuracy: 0.353, Loss: 1.318 Epoch 0 Batch 166/269 - Train Accuracy: 0.347, Validation Accuracy: 0.354, Loss: 1.194 Epoch 0 Batch 167/269 - Train Accuracy: 0.326, Validation Accuracy: 0.355, Loss: 1.237 Epoch 0 Batch 168/269 - Train Accuracy: 0.323, Validation Accuracy: 0.354, Loss: 1.265 Epoch 0 Batch 169/269 - Train Accuracy: 0.314, Validation Accuracy: 0.351, Loss: 1.224 Epoch 0 Batch 170/269 - Train Accuracy: 0.318, Validation Accuracy: 0.351, Loss: 1.208 Epoch 0 Batch 171/269 - Train Accuracy: 0.274, Validation Accuracy: 0.344, Loss: 1.258 Epoch 0 Batch 172/269 - Train Accuracy: 0.309, Validation Accuracy: 0.340, Loss: 1.214 Epoch 0 Batch 173/269 - Train Accuracy: 0.314, Validation Accuracy: 0.348, Loss: 1.188 Epoch 0 Batch 174/269 - Train Accuracy: 0.290, Validation Accuracy: 0.327, Loss: 1.190 Epoch 0 Batch 175/269 - Train Accuracy: 0.299, Validation Accuracy: 0.335, Loss: 1.189 Epoch 0 Batch 176/269 - Train Accuracy: 0.266, Validation Accuracy: 0.336, Loss: 1.224 Epoch 0 Batch 177/269 - Train Accuracy: 0.334, Validation Accuracy: 0.338, Loss: 1.115 Epoch 0 Batch 178/269 - Train Accuracy: 0.263, Validation Accuracy: 0.332, Loss: 1.186 Epoch 0 Batch 179/269 - Train Accuracy: 0.322, Validation Accuracy: 0.351, Loss: 1.134 Epoch 0 Batch 180/269 - Train Accuracy: 0.314, Validation Accuracy: 0.354, Loss: 1.126 Epoch 0 Batch 181/269 - Train Accuracy: 0.347, Validation Accuracy: 0.376, Loss: 1.145 Epoch 0 Batch 182/269 - Train Accuracy: 0.358, Validation Accuracy: 0.382, Loss: 1.142 Epoch 0 Batch 183/269 - Train Accuracy: 0.466, Validation Accuracy: 0.426, Loss: 0.966 Epoch 0 Batch 184/269 - Train Accuracy: 0.344, Validation Accuracy: 0.402, Loss: 1.160 Epoch 0 Batch 185/269 - Train Accuracy: 0.392, Validation Accuracy: 0.415, Loss: 1.109 Epoch 0 Batch 186/269 - Train Accuracy: 0.357, Validation Accuracy: 0.417, Loss: 1.142 Epoch 0 Batch 187/269 - Train Accuracy: 0.368, Validation Accuracy: 0.397, Loss: 1.080 Epoch 0 Batch 188/269 - Train Accuracy: 0.382, Validation Accuracy: 0.403, Loss: 1.073 Epoch 0 Batch 189/269 - Train Accuracy: 0.391, Validation Accuracy: 0.418, Loss: 1.071 Epoch 0 Batch 190/269 - Train Accuracy: 0.424, Validation Accuracy: 0.449, Loss: 1.079 Epoch 0 Batch 191/269 - Train Accuracy: 0.421, Validation Accuracy: 0.444, Loss: 1.075 Epoch 0 Batch 192/269 - Train Accuracy: 0.413, Validation Accuracy: 0.448, Loss: 1.092 Epoch 0 Batch 193/269 - Train Accuracy: 0.403, Validation Accuracy: 0.439, Loss: 1.067 Epoch 0 Batch 194/269 - Train Accuracy: 0.404, Validation Accuracy: 0.430, Loss: 1.055 Epoch 0 Batch 195/269 - Train Accuracy: 0.402, Validation Accuracy: 0.437, Loss: 1.068 Epoch 0 Batch 196/269 - Train Accuracy: 0.363, Validation Accuracy: 0.402, Loss: 1.058 Epoch 0 Batch 197/269 - Train Accuracy: 0.341, Validation Accuracy: 0.400, Loss: 1.101 Epoch 0 Batch 198/269 - Train Accuracy: 0.328, Validation Accuracy: 0.404, Loss: 1.107 Epoch 0 Batch 199/269 - Train Accuracy: 0.407, Validation Accuracy: 0.451, Loss: 1.050 Epoch 0 Batch 200/269 - Train Accuracy: 0.389, Validation Accuracy: 0.439, Loss: 1.077 Epoch 0 Batch 201/269 - Train Accuracy: 0.387, Validation Accuracy: 0.427, Loss: 1.031 Epoch 0 Batch 202/269 - Train Accuracy: 0.358, Validation Accuracy: 0.410, Loss: 1.022 Epoch 0 Batch 203/269 - Train Accuracy: 0.390, Validation Accuracy: 0.442, Loss: 1.076 Epoch 0 Batch 204/269 - Train Accuracy: 0.379, Validation Accuracy: 0.442, Loss: 1.053 Epoch 0 Batch 205/269 - Train Accuracy: 0.396, Validation Accuracy: 0.437, Loss: 0.991 Epoch 0 Batch 206/269 - Train Accuracy: 0.385, Validation Accuracy: 0.448, Loss: 1.041 Epoch 0 Batch 207/269 - Train Accuracy: 0.436, Validation Accuracy: 0.432, Loss: 0.966 Epoch 0 Batch 208/269 - Train Accuracy: 0.369, Validation Accuracy: 0.435, Loss: 1.053 Epoch 0 Batch 209/269 - Train Accuracy: 0.385, Validation Accuracy: 0.435, Loss: 0.991 Epoch 0 Batch 210/269 - Train Accuracy: 0.404, Validation Accuracy: 0.436, Loss: 0.962 Epoch 0 Batch 211/269 - Train Accuracy: 0.430, Validation Accuracy: 0.445, Loss: 0.978 Epoch 0 Batch 212/269 - Train Accuracy: 0.434, Validation Accuracy: 0.455, Loss: 0.953 Epoch 0 Batch 213/269 - Train Accuracy: 0.429, Validation Accuracy: 0.449, Loss: 0.955 Epoch 0 Batch 214/269 - Train Accuracy: 0.429, Validation Accuracy: 0.450, Loss: 0.948 Epoch 0 Batch 215/269 - Train Accuracy: 0.454, Validation Accuracy: 0.451, Loss: 0.895 Epoch 0 Batch 216/269 - Train Accuracy: 0.386, Validation Accuracy: 0.447, Loss: 1.006 Epoch 0 Batch 217/269 - Train Accuracy: 0.372, Validation Accuracy: 0.435, Loss: 0.997 Epoch 0 Batch 218/269 - Train Accuracy: 0.316, Validation Accuracy: 0.380, Loss: 1.029 Epoch 0 Batch 219/269 - Train Accuracy: 0.319, Validation Accuracy: 0.371, Loss: 1.798 Epoch 0 Batch 220/269 - Train Accuracy: 0.339, Validation Accuracy: 0.347, Loss: 3.564 Epoch 0 Batch 221/269 - Train Accuracy: 0.321, Validation Accuracy: 0.359, Loss: 2.001 Epoch 0 Batch 222/269 - Train Accuracy: 0.286, Validation Accuracy: 0.319, Loss: 1.500 Epoch 0 Batch 223/269 - Train Accuracy: 0.373, Validation Accuracy: 0.394, Loss: 1.762 Epoch 0 Batch 224/269 - Train Accuracy: 0.387, Validation Accuracy: 0.415, Loss: 1.511 Epoch 0 Batch 225/269 - Train Accuracy: 0.386, Validation Accuracy: 0.429, Loss: 1.468 Epoch 0 Batch 226/269 - Train Accuracy: 0.370, Validation Accuracy: 0.398, Loss: 1.319 Epoch 0 Batch 227/269 - Train Accuracy: 0.461, Validation Accuracy: 0.414, Loss: 1.192 Epoch 0 Batch 228/269 - Train Accuracy: 0.395, Validation Accuracy: 0.426, Loss: 1.341 Epoch 0 Batch 229/269 - Train Accuracy: 0.420, Validation Accuracy: 0.431, Loss: 1.246 Epoch 0 Batch 230/269 - Train Accuracy: 0.413, Validation Accuracy: 0.439, Loss: 1.228 Epoch 0 Batch 231/269 - Train Accuracy: 0.305, Validation Accuracy: 0.379, Loss: 1.264 Epoch 0 Batch 232/269 - Train Accuracy: 0.271, Validation Accuracy: 0.351, Loss: 1.237 Epoch 0 Batch 233/269 - Train Accuracy: 0.357, Validation Accuracy: 0.387, Loss: 1.155 Epoch 0 Batch 234/269 - Train Accuracy: 0.386, Validation Accuracy: 0.412, Loss: 1.144 Epoch 0 Batch 235/269 - Train Accuracy: 0.400, Validation Accuracy: 0.427, Loss: 1.117 Epoch 0 Batch 236/269 - Train Accuracy: 0.401, Validation Accuracy: 0.436, Loss: 1.101 Epoch 0 Batch 237/269 - Train Accuracy: 0.374, Validation Accuracy: 0.398, Loss: 1.092 Epoch 0 Batch 238/269 - Train Accuracy: 0.379, Validation Accuracy: 0.392, Loss: 1.074 Epoch 0 Batch 239/269 - Train Accuracy: 0.391, Validation Accuracy: 0.415, Loss: 1.067 Epoch 0 Batch 240/269 - Train Accuracy: 0.447, Validation Accuracy: 0.426, Loss: 0.977 Epoch 0 Batch 241/269 - Train Accuracy: 0.423, Validation Accuracy: 0.439, Loss: 1.059 Epoch 0 Batch 242/269 - Train Accuracy: 0.423, Validation Accuracy: 0.452, Loss: 1.041 Epoch 0 Batch 243/269 - Train Accuracy: 0.447, Validation Accuracy: 0.457, Loss: 1.012 Epoch 0 Batch 244/269 - Train Accuracy: 0.423, Validation Accuracy: 0.440, Loss: 1.019 Epoch 0 Batch 245/269 - Train Accuracy: 0.394, Validation Accuracy: 0.437, Loss: 1.057 Epoch 0 Batch 246/269 - Train Accuracy: 0.418, Validation Accuracy: 0.453, Loss: 1.002 Epoch 0 Batch 247/269 - Train Accuracy: 0.412, Validation Accuracy: 0.452, Loss: 1.016 Epoch 0 Batch 248/269 - Train Accuracy: 0.418, Validation Accuracy: 0.451, Loss: 0.976 Epoch 0 Batch 249/269 - Train Accuracy: 0.457, Validation Accuracy: 0.452, Loss: 0.930 Epoch 0 Batch 250/269 - Train Accuracy: 0.408, Validation Accuracy: 0.460, Loss: 0.998 Epoch 0 Batch 251/269 - Train Accuracy: 0.436, Validation Accuracy: 0.443, Loss: 0.948 Epoch 0 Batch 252/269 - Train Accuracy: 0.427, Validation Accuracy: 0.437, Loss: 0.959 Epoch 0 Batch 253/269 - Train Accuracy: 0.425, Validation Accuracy: 0.430, Loss: 0.960 Epoch 0 Batch 254/269 - Train Accuracy: 0.427, Validation Accuracy: 0.433, Loss: 0.945 Epoch 0 Batch 255/269 - Train Accuracy: 0.454, Validation Accuracy: 0.444, Loss: 0.901 Epoch 0 Batch 256/269 - Train Accuracy: 0.425, Validation Accuracy: 0.457, Loss: 0.942 Epoch 0 Batch 257/269 - Train Accuracy: 0.417, Validation Accuracy: 0.456, Loss: 0.946 Epoch 0 Batch 258/269 - Train Accuracy: 0.409, Validation Accuracy: 0.451, Loss: 0.931 Epoch 0 Batch 259/269 - Train Accuracy: 0.435, Validation Accuracy: 0.452, Loss: 0.924 Epoch 0 Batch 260/269 - Train Accuracy: 0.409, Validation Accuracy: 0.454, Loss: 0.965 Epoch 0 Batch 261/269 - Train Accuracy: 0.394, Validation Accuracy: 0.459, Loss: 0.966 Epoch 0 Batch 262/269 - Train Accuracy: 0.441, Validation Accuracy: 0.457, Loss: 0.912 Epoch 0 Batch 263/269 - Train Accuracy: 0.413, Validation Accuracy: 0.454, Loss: 0.943 Epoch 0 Batch 264/269 - Train Accuracy: 0.395, Validation Accuracy: 0.455, Loss: 0.959 Epoch 0 Batch 265/269 - Train Accuracy: 0.410, Validation Accuracy: 0.456, Loss: 0.936 Epoch 0 Batch 266/269 - Train Accuracy: 0.438, Validation Accuracy: 0.447, Loss: 0.880 Epoch 0 Batch 267/269 - Train Accuracy: 0.423, Validation Accuracy: 0.441, Loss: 0.901 Epoch 1 Batch 0/269 - Train Accuracy: 0.405, Validation Accuracy: 0.439, Loss: 0.936 Epoch 1 Batch 1/269 - Train Accuracy: 0.393, Validation Accuracy: 0.437, Loss: 0.904 Epoch 1 Batch 2/269 - Train Accuracy: 0.409, Validation Accuracy: 0.434, Loss: 0.885 Epoch 1 Batch 3/269 - Train Accuracy: 0.404, Validation Accuracy: 0.438, Loss: 0.902 Epoch 1 Batch 4/269 - Train Accuracy: 0.402, Validation Accuracy: 0.441, Loss: 0.917 Epoch 1 Batch 5/269 - Train Accuracy: 0.379, Validation Accuracy: 0.438, Loss: 0.908 Epoch 1 Batch 6/269 - Train Accuracy: 0.439, Validation Accuracy: 0.440, Loss: 0.842 Epoch 1 Batch 7/269 - Train Accuracy: 0.430, Validation Accuracy: 0.446, Loss: 0.853 Epoch 1 Batch 8/269 - Train Accuracy: 0.415, Validation Accuracy: 0.449, Loss: 0.906 Epoch 1 Batch 9/269 - Train Accuracy: 0.433, Validation Accuracy: 0.454, Loss: 0.877 Epoch 1 Batch 10/269 - Train Accuracy: 0.440, Validation Accuracy: 0.463, Loss: 0.871 Epoch 1 Batch 11/269 - Train Accuracy: 0.424, Validation Accuracy: 0.453, Loss: 0.873 Epoch 1 Batch 12/269 - Train Accuracy: 0.402, Validation Accuracy: 0.457, Loss: 0.889 Epoch 1 Batch 13/269 - Train Accuracy: 0.471, Validation Accuracy: 0.458, Loss: 0.791 Epoch 1 Batch 14/269 - Train Accuracy: 0.449, Validation Accuracy: 0.448, Loss: 0.851 Epoch 1 Batch 15/269 - Train Accuracy: 0.422, Validation Accuracy: 0.439, Loss: 0.829 Epoch 1 Batch 16/269 - Train Accuracy: 0.429, Validation Accuracy: 0.439, Loss: 0.835 Epoch 1 Batch 17/269 - Train Accuracy: 0.427, Validation Accuracy: 0.438, Loss: 0.825 Epoch 1 Batch 18/269 - Train Accuracy: 0.403, Validation Accuracy: 0.439, Loss: 0.862 Epoch 1 Batch 19/269 - Train Accuracy: 0.465, Validation Accuracy: 0.440, Loss: 0.781 Epoch 1 Batch 20/269 - Train Accuracy: 0.413, Validation Accuracy: 0.442, Loss: 0.860 Epoch 1 Batch 21/269 - Train Accuracy: 0.400, Validation Accuracy: 0.444, Loss: 0.880 Epoch 1 Batch 22/269 - Train Accuracy: 0.454, Validation Accuracy: 0.462, Loss: 0.808 Epoch 1 Batch 23/269 - Train Accuracy: 0.451, Validation Accuracy: 0.464, Loss: 0.824 Epoch 1 Batch 24/269 - Train Accuracy: 0.438, Validation Accuracy: 0.464, Loss: 0.860 Epoch 1 Batch 25/269 - Train Accuracy: 0.428, Validation Accuracy: 0.461, Loss: 0.874 Epoch 1 Batch 26/269 - Train Accuracy: 0.484, Validation Accuracy: 0.461, Loss: 0.771 Epoch 1 Batch 27/269 - Train Accuracy: 0.434, Validation Accuracy: 0.456, Loss: 0.807 Epoch 1 Batch 28/269 - Train Accuracy: 0.408, Validation Accuracy: 0.449, Loss: 0.872 Epoch 1 Batch 29/269 - Train Accuracy: 0.428, Validation Accuracy: 0.446, Loss: 0.836 Epoch 1 Batch 30/269 - Train Accuracy: 0.445, Validation Accuracy: 0.454, Loss: 0.799 Epoch 1 Batch 31/269 - Train Accuracy: 0.463, Validation Accuracy: 0.460, Loss: 0.788 Epoch 1 Batch 32/269 - Train Accuracy: 0.438, Validation Accuracy: 0.463, Loss: 0.802 Epoch 1 Batch 33/269 - Train Accuracy: 0.455, Validation Accuracy: 0.464, Loss: 0.788 Epoch 1 Batch 34/269 - Train Accuracy: 0.459, Validation Accuracy: 0.467, Loss: 0.798 Epoch 1 Batch 35/269 - Train Accuracy: 0.467, Validation Accuracy: 0.470, Loss: 0.809 Epoch 1 Batch 36/269 - Train Accuracy: 0.454, Validation Accuracy: 0.467, Loss: 0.806 Epoch 1 Batch 37/269 - Train Accuracy: 0.453, Validation Accuracy: 0.464, Loss: 0.793 Epoch 1 Batch 38/269 - Train Accuracy: 0.424, Validation Accuracy: 0.457, Loss: 0.796 Epoch 1 Batch 39/269 - Train Accuracy: 0.455, Validation Accuracy: 0.458, Loss: 0.792 Epoch 1 Batch 40/269 - Train Accuracy: 0.437, Validation Accuracy: 0.455, Loss: 0.830 Epoch 1 Batch 41/269 - Train Accuracy: 0.447, Validation Accuracy: 0.445, Loss: 0.806 Epoch 1 Batch 42/269 - Train Accuracy: 0.476, Validation Accuracy: 0.451, Loss: 0.752 Epoch 1 Batch 43/269 - Train Accuracy: 0.422, Validation Accuracy: 0.458, Loss: 0.822 Epoch 1 Batch 44/269 - Train Accuracy: 0.472, Validation Accuracy: 0.461, Loss: 0.794 Epoch 1 Batch 45/269 - Train Accuracy: 0.420, Validation Accuracy: 0.453, Loss: 0.814 Epoch 1 Batch 46/269 - Train Accuracy: 0.428, Validation Accuracy: 0.453, Loss: 0.803 Epoch 1 Batch 47/269 - Train Accuracy: 0.499, Validation Accuracy: 0.466, Loss: 0.731 Epoch 1 Batch 48/269 - Train Accuracy: 0.452, Validation Accuracy: 0.471, Loss: 0.766 Epoch 1 Batch 49/269 - Train Accuracy: 0.427, Validation Accuracy: 0.471, Loss: 0.803 Epoch 1 Batch 50/269 - Train Accuracy: 0.428, Validation Accuracy: 0.470, Loss: 0.815 Epoch 1 Batch 51/269 - Train Accuracy: 0.460, Validation Accuracy: 0.477, Loss: 0.778 Epoch 1 Batch 52/269 - Train Accuracy: 0.450, Validation Accuracy: 0.462, Loss: 0.753 Epoch 1 Batch 53/269 - Train Accuracy: 0.427, Validation Accuracy: 0.462, Loss: 0.813 Epoch 1 Batch 54/269 - Train Accuracy: 0.434, Validation Accuracy: 0.468, Loss: 0.789 Epoch 1 Batch 55/269 - Train Accuracy: 0.444, Validation Accuracy: 0.462, Loss: 0.768 Epoch 1 Batch 56/269 - Train Accuracy: 0.469, Validation Accuracy: 0.475, Loss: 0.773 Epoch 1 Batch 57/269 - Train Accuracy: 0.482, Validation Accuracy: 0.483, Loss: 0.782 Epoch 1 Batch 58/269 - Train Accuracy: 0.474, Validation Accuracy: 0.484, Loss: 0.753 Epoch 1 Batch 59/269 - Train Accuracy: 0.476, Validation Accuracy: 0.486, Loss: 0.739 Epoch 1 Batch 60/269 - Train Accuracy: 0.488, Validation Accuracy: 0.486, Loss: 0.732 Epoch 1 Batch 61/269 - Train Accuracy: 0.499, Validation Accuracy: 0.487, Loss: 0.715 Epoch 1 Batch 62/269 - Train Accuracy: 0.509, Validation Accuracy: 0.485, Loss: 0.734 Epoch 1 Batch 63/269 - Train Accuracy: 0.467, Validation Accuracy: 0.483, Loss: 0.770 Epoch 1 Batch 64/269 - Train Accuracy: 0.467, Validation Accuracy: 0.487, Loss: 0.745 Epoch 1 Batch 65/269 - Train Accuracy: 0.472, Validation Accuracy: 0.481, Loss: 0.748 Epoch 1 Batch 66/269 - Train Accuracy: 0.490, Validation Accuracy: 0.480, Loss: 0.725 Epoch 1 Batch 67/269 - Train Accuracy: 0.464, Validation Accuracy: 0.476, Loss: 0.761 Epoch 1 Batch 68/269 - Train Accuracy: 0.461, Validation Accuracy: 0.469, Loss: 0.758 Epoch 1 Batch 69/269 - Train Accuracy: 0.427, Validation Accuracy: 0.474, Loss: 0.821 Epoch 1 Batch 70/269 - Train Accuracy: 0.456, Validation Accuracy: 0.470, Loss: 0.753 Epoch 1 Batch 71/269 - Train Accuracy: 0.448, Validation Accuracy: 0.476, Loss: 0.791 Epoch 1 Batch 72/269 - Train Accuracy: 0.474, Validation Accuracy: 0.486, Loss: 0.744 Epoch 1 Batch 73/269 - Train Accuracy: 0.484, Validation Accuracy: 0.491, Loss: 0.758 Epoch 1 Batch 74/269 - Train Accuracy: 0.479, Validation Accuracy: 0.489, Loss: 0.762 Epoch 1 Batch 75/269 - Train Accuracy: 0.458, Validation Accuracy: 0.492, Loss: 0.738 Epoch 1 Batch 76/269 - Train Accuracy: 0.462, Validation Accuracy: 0.489, Loss: 0.761 Epoch 1 Batch 77/269 - Train Accuracy: 0.490, Validation Accuracy: 0.489, Loss: 0.737 Epoch 1 Batch 78/269 - Train Accuracy: 0.468, Validation Accuracy: 0.481, Loss: 0.736 Epoch 1 Batch 79/269 - Train Accuracy: 0.483, Validation Accuracy: 0.482, Loss: 0.729 Epoch 1 Batch 80/269 - Train Accuracy: 0.495, Validation Accuracy: 0.483, Loss: 0.734 Epoch 1 Batch 81/269 - Train Accuracy: 0.478, Validation Accuracy: 0.485, Loss: 0.753 Epoch 1 Batch 82/269 - Train Accuracy: 0.478, Validation Accuracy: 0.479, Loss: 0.718 Epoch 1 Batch 83/269 - Train Accuracy: 0.486, Validation Accuracy: 0.479, Loss: 0.757 Epoch 1 Batch 84/269 - Train Accuracy: 0.475, Validation Accuracy: 0.481, Loss: 0.727 Epoch 1 Batch 85/269 - Train Accuracy: 0.487, Validation Accuracy: 0.488, Loss: 0.740 Epoch 1 Batch 86/269 - Train Accuracy: 0.474, Validation Accuracy: 0.490, Loss: 0.736 Epoch 1 Batch 87/269 - Train Accuracy: 0.440, Validation Accuracy: 0.476, Loss: 0.775 Epoch 1 Batch 88/269 - Train Accuracy: 0.467, Validation Accuracy: 0.471, Loss: 0.733 Epoch 1 Batch 89/269 - Train Accuracy: 0.496, Validation Accuracy: 0.481, Loss: 0.734 Epoch 1 Batch 90/269 - Train Accuracy: 0.425, Validation Accuracy: 0.467, Loss: 0.771 Epoch 1 Batch 91/269 - Train Accuracy: 0.465, Validation Accuracy: 0.476, Loss: 0.715 Epoch 1 Batch 92/269 - Train Accuracy: 0.465, Validation Accuracy: 0.475, Loss: 0.729 Epoch 1 Batch 93/269 - Train Accuracy: 0.483, Validation Accuracy: 0.477, Loss: 0.694 Epoch 1 Batch 94/269 - Train Accuracy: 0.465, Validation Accuracy: 0.481, Loss: 0.739 Epoch 1 Batch 95/269 - Train Accuracy: 0.486, Validation Accuracy: 0.489, Loss: 0.724 Epoch 1 Batch 96/269 - Train Accuracy: 0.485, Validation Accuracy: 0.494, Loss: 0.727 Epoch 1 Batch 97/269 - Train Accuracy: 0.485, Validation Accuracy: 0.490, Loss: 0.725 Epoch 1 Batch 98/269 - Train Accuracy: 0.489, Validation Accuracy: 0.493, Loss: 0.726 Epoch 1 Batch 99/269 - Train Accuracy: 0.462, Validation Accuracy: 0.499, Loss: 0.741 Epoch 1 Batch 100/269 - Train Accuracy: 0.504, Validation Accuracy: 0.502, Loss: 0.715 Epoch 1 Batch 101/269 - Train Accuracy: 0.454, Validation Accuracy: 0.493, Loss: 0.770 Epoch 1 Batch 102/269 - Train Accuracy: 0.484, Validation Accuracy: 0.481, Loss: 0.727 Epoch 1 Batch 103/269 - Train Accuracy: 0.463, Validation Accuracy: 0.483, Loss: 0.709 Epoch 1 Batch 104/269 - Train Accuracy: 0.488, Validation Accuracy: 0.497, Loss: 0.720 Epoch 1 Batch 105/269 - Train Accuracy: 0.489, Validation Accuracy: 0.498, Loss: 0.729 Epoch 1 Batch 106/269 - Train Accuracy: 0.480, Validation Accuracy: 0.486, Loss: 0.709 Epoch 1 Batch 107/269 - Train Accuracy: 0.451, Validation Accuracy: 0.487, Loss: 0.748 Epoch 1 Batch 108/269 - Train Accuracy: 0.488, Validation Accuracy: 0.487, Loss: 0.711 Epoch 1 Batch 109/269 - Train Accuracy: 0.481, Validation Accuracy: 0.498, Loss: 0.725 Epoch 1 Batch 110/269 - Train Accuracy: 0.493, Validation Accuracy: 0.494, Loss: 0.705 Epoch 1 Batch 111/269 - Train Accuracy: 0.444, Validation Accuracy: 0.492, Loss: 0.748 Epoch 1 Batch 112/269 - Train Accuracy: 0.506, Validation Accuracy: 0.501, Loss: 0.709 Epoch 1 Batch 113/269 - Train Accuracy: 0.499, Validation Accuracy: 0.498, Loss: 0.686 Epoch 1 Batch 114/269 - Train Accuracy: 0.478, Validation Accuracy: 0.494, Loss: 0.711 Epoch 1 Batch 115/269 - Train Accuracy: 0.480, Validation Accuracy: 0.504, Loss: 0.743 Epoch 1 Batch 116/269 - Train Accuracy: 0.492, Validation Accuracy: 0.492, Loss: 0.709 Epoch 1 Batch 117/269 - Train Accuracy: 0.464, Validation Accuracy: 0.497, Loss: 0.705 Epoch 1 Batch 118/269 - Train Accuracy: 0.508, Validation Accuracy: 0.509, Loss: 0.687 Epoch 1 Batch 119/269 - Train Accuracy: 0.469, Validation Accuracy: 0.509, Loss: 0.734 Epoch 1 Batch 120/269 - Train Accuracy: 0.490, Validation Accuracy: 0.514, Loss: 0.728 Epoch 1 Batch 121/269 - Train Accuracy: 0.495, Validation Accuracy: 0.508, Loss: 0.700 Epoch 1 Batch 122/269 - Train Accuracy: 0.482, Validation Accuracy: 0.492, Loss: 0.695 Epoch 1 Batch 123/269 - Train Accuracy: 0.454, Validation Accuracy: 0.492, Loss: 0.729 Epoch 1 Batch 124/269 - Train Accuracy: 0.479, Validation Accuracy: 0.493, Loss: 0.690 Epoch 1 Batch 125/269 - Train Accuracy: 0.492, Validation Accuracy: 0.497, Loss: 0.694 Epoch 1 Batch 126/269 - Train Accuracy: 0.508, Validation Accuracy: 0.503, Loss: 0.695 Epoch 1 Batch 127/269 - Train Accuracy: 0.497, Validation Accuracy: 0.514, Loss: 0.716 Epoch 1 Batch 128/269 - Train Accuracy: 0.522, Validation Accuracy: 0.518, Loss: 0.696 Epoch 1 Batch 129/269 - Train Accuracy: 0.500, Validation Accuracy: 0.512, Loss: 0.696 Epoch 1 Batch 130/269 - Train Accuracy: 0.475, Validation Accuracy: 0.505, Loss: 0.724 Epoch 1 Batch 131/269 - Train Accuracy: 0.480, Validation Accuracy: 0.511, Loss: 0.725 Epoch 1 Batch 132/269 - Train Accuracy: 0.506, Validation Accuracy: 0.509, Loss: 0.705 Epoch 1 Batch 133/269 - Train Accuracy: 0.503, Validation Accuracy: 0.514, Loss: 0.682 Epoch 1 Batch 134/269 - Train Accuracy: 0.480, Validation Accuracy: 0.505, Loss: 0.719 Epoch 1 Batch 135/269 - Train Accuracy: 0.480, Validation Accuracy: 0.500, Loss: 0.741 Epoch 1 Batch 136/269 - Train Accuracy: 0.481, Validation Accuracy: 0.507, Loss: 0.741 Epoch 1 Batch 137/269 - Train Accuracy: 0.495, Validation Accuracy: 0.507, Loss: 0.734 Epoch 1 Batch 138/269 - Train Accuracy: 0.489, Validation Accuracy: 0.516, Loss: 0.728 Epoch 1 Batch 139/269 - Train Accuracy: 0.530, Validation Accuracy: 0.511, Loss: 0.669 Epoch 1 Batch 140/269 - Train Accuracy: 0.513, Validation Accuracy: 0.505, Loss: 0.704 Epoch 1 Batch 141/269 - Train Accuracy: 0.484, Validation Accuracy: 0.502, Loss: 0.710 Epoch 1 Batch 142/269 - Train Accuracy: 0.508, Validation Accuracy: 0.504, Loss: 0.670 Epoch 1 Batch 143/269 - Train Accuracy: 0.497, Validation Accuracy: 0.517, Loss: 0.690 Epoch 1 Batch 144/269 - Train Accuracy: 0.522, Validation Accuracy: 0.529, Loss: 0.662 Epoch 1 Batch 145/269 - Train Accuracy: 0.524, Validation Accuracy: 0.527, Loss: 0.684 Epoch 1 Batch 146/269 - Train Accuracy: 0.518, Validation Accuracy: 0.511, Loss: 0.672 Epoch 1 Batch 147/269 - Train Accuracy: 0.518, Validation Accuracy: 0.511, Loss: 0.664 Epoch 1 Batch 148/269 - Train Accuracy: 0.512, Validation Accuracy: 0.531, Loss: 0.686 Epoch 1 Batch 149/269 - Train Accuracy: 0.530, Validation Accuracy: 0.541, Loss: 0.684 Epoch 1 Batch 150/269 - Train Accuracy: 0.528, Validation Accuracy: 0.539, Loss: 0.689 Epoch 1 Batch 151/269 - Train Accuracy: 0.547, Validation Accuracy: 0.530, Loss: 0.649 Epoch 1 Batch 152/269 - Train Accuracy: 0.500, Validation Accuracy: 0.504, Loss: 0.689 Epoch 1 Batch 153/269 - Train Accuracy: 0.512, Validation Accuracy: 0.519, Loss: 0.673 Epoch 1 Batch 154/269 - Train Accuracy: 0.508, Validation Accuracy: 0.535, Loss: 0.697 Epoch 1 Batch 155/269 - Train Accuracy: 0.539, Validation Accuracy: 0.533, Loss: 0.645 Epoch 1 Batch 156/269 - Train Accuracy: 0.511, Validation Accuracy: 0.528, Loss: 0.713 Epoch 1 Batch 157/269 - Train Accuracy: 0.521, Validation Accuracy: 0.539, Loss: 0.677 Epoch 1 Batch 158/269 - Train Accuracy: 0.530, Validation Accuracy: 0.539, Loss: 0.682 Epoch 1 Batch 159/269 - Train Accuracy: 0.529, Validation Accuracy: 0.543, Loss: 0.682 Epoch 1 Batch 160/269 - Train Accuracy: 0.536, Validation Accuracy: 0.542, Loss: 0.666 Epoch 1 Batch 161/269 - Train Accuracy: 0.525, Validation Accuracy: 0.545, Loss: 0.673 Epoch 1 Batch 162/269 - Train Accuracy: 0.533, Validation Accuracy: 0.540, Loss: 0.676 Epoch 1 Batch 163/269 - Train Accuracy: 0.531, Validation Accuracy: 0.538, Loss: 0.676 Epoch 1 Batch 164/269 - Train Accuracy: 0.524, Validation Accuracy: 0.529, Loss: 0.666 Epoch 1 Batch 165/269 - Train Accuracy: 0.493, Validation Accuracy: 0.534, Loss: 0.703 Epoch 1 Batch 166/269 - Train Accuracy: 0.543, Validation Accuracy: 0.536, Loss: 0.641 Epoch 1 Batch 167/269 - Train Accuracy: 0.519, Validation Accuracy: 0.536, Loss: 0.670 Epoch 1 Batch 168/269 - Train Accuracy: 0.532, Validation Accuracy: 0.543, Loss: 0.669 Epoch 1 Batch 169/269 - Train Accuracy: 0.534, Validation Accuracy: 0.548, Loss: 0.674 Epoch 1 Batch 170/269 - Train Accuracy: 0.547, Validation Accuracy: 0.544, Loss: 0.667 Epoch 1 Batch 171/269 - Train Accuracy: 0.510, Validation Accuracy: 0.543, Loss: 0.708 Epoch 1 Batch 172/269 - Train Accuracy: 0.519, Validation Accuracy: 0.542, Loss: 0.683 Epoch 1 Batch 173/269 - Train Accuracy: 0.527, Validation Accuracy: 0.547, Loss: 0.656 Epoch 1 Batch 174/269 - Train Accuracy: 0.517, Validation Accuracy: 0.546, Loss: 0.672 Epoch 1 Batch 175/269 - Train Accuracy: 0.544, Validation Accuracy: 0.546, Loss: 0.686 Epoch 1 Batch 176/269 - Train Accuracy: 0.519, Validation Accuracy: 0.549, Loss: 0.703 Epoch 1 Batch 177/269 - Train Accuracy: 0.547, Validation Accuracy: 0.548, Loss: 0.636 Epoch 1 Batch 178/269 - Train Accuracy: 0.532, Validation Accuracy: 0.549, Loss: 0.682 Epoch 1 Batch 179/269 - Train Accuracy: 0.542, Validation Accuracy: 0.543, Loss: 0.664 Epoch 1 Batch 180/269 - Train Accuracy: 0.544, Validation Accuracy: 0.549, Loss: 0.656 Epoch 1 Batch 181/269 - Train Accuracy: 0.520, Validation Accuracy: 0.549, Loss: 0.663 Epoch 1 Batch 182/269 - Train Accuracy: 0.543, Validation Accuracy: 0.545, Loss: 0.658 Epoch 1 Batch 183/269 - Train Accuracy: 0.604, Validation Accuracy: 0.545, Loss: 0.584 Epoch 1 Batch 184/269 - Train Accuracy: 0.512, Validation Accuracy: 0.540, Loss: 0.693 Epoch 1 Batch 185/269 - Train Accuracy: 0.531, Validation Accuracy: 0.543, Loss: 0.659 Epoch 1 Batch 186/269 - Train Accuracy: 0.508, Validation Accuracy: 0.544, Loss: 0.682 Epoch 1 Batch 187/269 - Train Accuracy: 0.530, Validation Accuracy: 0.546, Loss: 0.652 Epoch 1 Batch 188/269 - Train Accuracy: 0.550, Validation Accuracy: 0.549, Loss: 0.645 Epoch 1 Batch 189/269 - Train Accuracy: 0.546, Validation Accuracy: 0.552, Loss: 0.639 Epoch 1 Batch 190/269 - Train Accuracy: 0.536, Validation Accuracy: 0.551, Loss: 0.647 Epoch 1 Batch 191/269 - Train Accuracy: 0.558, Validation Accuracy: 0.563, Loss: 0.650 Epoch 1 Batch 192/269 - Train Accuracy: 0.541, Validation Accuracy: 0.555, Loss: 0.658 Epoch 1 Batch 193/269 - Train Accuracy: 0.548, Validation Accuracy: 0.551, Loss: 0.652 Epoch 1 Batch 194/269 - Train Accuracy: 0.547, Validation Accuracy: 0.552, Loss: 0.655 Epoch 1 Batch 195/269 - Train Accuracy: 0.551, Validation Accuracy: 0.554, Loss: 0.654 Epoch 1 Batch 196/269 - Train Accuracy: 0.537, Validation Accuracy: 0.562, Loss: 0.659 Epoch 1 Batch 197/269 - Train Accuracy: 0.523, Validation Accuracy: 0.559, Loss: 0.685 Epoch 1 Batch 198/269 - Train Accuracy: 0.538, Validation Accuracy: 0.565, Loss: 0.681 Epoch 1 Batch 199/269 - Train Accuracy: 0.539, Validation Accuracy: 0.561, Loss: 0.658 Epoch 1 Batch 200/269 - Train Accuracy: 0.543, Validation Accuracy: 0.561, Loss: 0.676 Epoch 1 Batch 201/269 - Train Accuracy: 0.565, Validation Accuracy: 0.570, Loss: 0.643 Epoch 1 Batch 202/269 - Train Accuracy: 0.553, Validation Accuracy: 0.566, Loss: 0.642 Epoch 1 Batch 203/269 - Train Accuracy: 0.527, Validation Accuracy: 0.563, Loss: 0.685 Epoch 1 Batch 204/269 - Train Accuracy: 0.532, Validation Accuracy: 0.561, Loss: 0.687 Epoch 1 Batch 205/269 - Train Accuracy: 0.553, Validation Accuracy: 0.557, Loss: 0.639 Epoch 1 Batch 206/269 - Train Accuracy: 0.538, Validation Accuracy: 0.546, Loss: 0.672 Epoch 1 Batch 207/269 - Train Accuracy: 0.552, Validation Accuracy: 0.554, Loss: 0.636 Epoch 1 Batch 208/269 - Train Accuracy: 0.525, Validation Accuracy: 0.554, Loss: 0.678 Epoch 1 Batch 209/269 - Train Accuracy: 0.562, Validation Accuracy: 0.560, Loss: 0.654 Epoch 1 Batch 210/269 - Train Accuracy: 0.565, Validation Accuracy: 0.566, Loss: 0.634 Epoch 1 Batch 211/269 - Train Accuracy: 0.543, Validation Accuracy: 0.563, Loss: 0.660 Epoch 1 Batch 212/269 - Train Accuracy: 0.558, Validation Accuracy: 0.564, Loss: 0.648 Epoch 1 Batch 213/269 - Train Accuracy: 0.551, Validation Accuracy: 0.565, Loss: 0.654 Epoch 1 Batch 214/269 - Train Accuracy: 0.555, Validation Accuracy: 0.566, Loss: 0.639 Epoch 1 Batch 215/269 - Train Accuracy: 0.580, Validation Accuracy: 0.564, Loss: 0.608 Epoch 1 Batch 216/269 - Train Accuracy: 0.529, Validation Accuracy: 0.566, Loss: 0.677 Epoch 1 Batch 217/269 - Train Accuracy: 0.524, Validation Accuracy: 0.561, Loss: 0.678 Epoch 1 Batch 218/269 - Train Accuracy: 0.544, Validation Accuracy: 0.564, Loss: 0.665 Epoch 1 Batch 219/269 - Train Accuracy: 0.538, Validation Accuracy: 0.562, Loss: 0.670 Epoch 1 Batch 220/269 - Train Accuracy: 0.572, Validation Accuracy: 0.564, Loss: 0.614 Epoch 1 Batch 221/269 - Train Accuracy: 0.575, Validation Accuracy: 0.560, Loss: 0.640 Epoch 1 Batch 222/269 - Train Accuracy: 0.567, Validation Accuracy: 0.556, Loss: 0.627 Epoch 1 Batch 223/269 - Train Accuracy: 0.540, Validation Accuracy: 0.562, Loss: 0.639 Epoch 1 Batch 224/269 - Train Accuracy: 0.552, Validation Accuracy: 0.560, Loss: 0.664 Epoch 1 Batch 225/269 - Train Accuracy: 0.547, Validation Accuracy: 0.551, Loss: 0.658 Epoch 1 Batch 226/269 - Train Accuracy: 0.526, Validation Accuracy: 0.551, Loss: 0.647 Epoch 1 Batch 227/269 - Train Accuracy: 0.613, Validation Accuracy: 0.555, Loss: 0.563 Epoch 1 Batch 228/269 - Train Accuracy: 0.551, Validation Accuracy: 0.558, Loss: 0.637 Epoch 1 Batch 229/269 - Train Accuracy: 0.569, Validation Accuracy: 0.563, Loss: 0.631 Epoch 1 Batch 230/269 - Train Accuracy: 0.553, Validation Accuracy: 0.566, Loss: 0.645 Epoch 1 Batch 231/269 - Train Accuracy: 0.521, Validation Accuracy: 0.567, Loss: 0.674 Epoch 1 Batch 232/269 - Train Accuracy: 0.530, Validation Accuracy: 0.570, Loss: 0.685 Epoch 1 Batch 233/269 - Train Accuracy: 0.562, Validation Accuracy: 0.569, Loss: 0.652 Epoch 1 Batch 234/269 - Train Accuracy: 0.557, Validation Accuracy: 0.567, Loss: 0.631 Epoch 1 Batch 235/269 - Train Accuracy: 0.571, Validation Accuracy: 0.567, Loss: 0.623 Epoch 1 Batch 236/269 - Train Accuracy: 0.556, Validation Accuracy: 0.566, Loss: 0.631 Epoch 1 Batch 237/269 - Train Accuracy: 0.537, Validation Accuracy: 0.559, Loss: 0.642 Epoch 1 Batch 238/269 - Train Accuracy: 0.568, Validation Accuracy: 0.558, Loss: 0.624 Epoch 1 Batch 239/269 - Train Accuracy: 0.557, Validation Accuracy: 0.552, Loss: 0.632 Epoch 1 Batch 240/269 - Train Accuracy: 0.603, Validation Accuracy: 0.554, Loss: 0.571 Epoch 1 Batch 241/269 - Train Accuracy: 0.543, Validation Accuracy: 0.549, Loss: 0.634 Epoch 1 Batch 242/269 - Train Accuracy: 0.556, Validation Accuracy: 0.563, Loss: 0.642 Epoch 1 Batch 243/269 - Train Accuracy: 0.569, Validation Accuracy: 0.569, Loss: 0.620 Epoch 1 Batch 244/269 - Train Accuracy: 0.570, Validation Accuracy: 0.578, Loss: 0.647 Epoch 1 Batch 245/269 - Train Accuracy: 0.547, Validation Accuracy: 0.571, Loss: 0.667 Epoch 1 Batch 246/269 - Train Accuracy: 0.546, Validation Accuracy: 0.579, Loss: 0.630 Epoch 1 Batch 247/269 - Train Accuracy: 0.572, Validation Accuracy: 0.580, Loss: 0.651 Epoch 1 Batch 248/269 - Train Accuracy: 0.570, Validation Accuracy: 0.583, Loss: 0.624 Epoch 1 Batch 249/269 - Train Accuracy: 0.601, Validation Accuracy: 0.579, Loss: 0.592 Epoch 1 Batch 250/269 - Train Accuracy: 0.567, Validation Accuracy: 0.578, Loss: 0.636 Epoch 1 Batch 251/269 - Train Accuracy: 0.579, Validation Accuracy: 0.573, Loss: 0.616 Epoch 1 Batch 252/269 - Train Accuracy: 0.570, Validation Accuracy: 0.574, Loss: 0.636 Epoch 1 Batch 253/269 - Train Accuracy: 0.568, Validation Accuracy: 0.583, Loss: 0.638 Epoch 1 Batch 254/269 - Train Accuracy: 0.570, Validation Accuracy: 0.579, Loss: 0.634 Epoch 1 Batch 255/269 - Train Accuracy: 0.585, Validation Accuracy: 0.564, Loss: 0.594 Epoch 1 Batch 256/269 - Train Accuracy: 0.553, Validation Accuracy: 0.569, Loss: 0.633 Epoch 1 Batch 257/269 - Train Accuracy: 0.539, Validation Accuracy: 0.569, Loss: 0.634 Epoch 1 Batch 258/269 - Train Accuracy: 0.557, Validation Accuracy: 0.559, Loss: 0.623 Epoch 1 Batch 259/269 - Train Accuracy: 0.586, Validation Accuracy: 0.571, Loss: 0.611 Epoch 1 Batch 260/269 - Train Accuracy: 0.548, Validation Accuracy: 0.580, Loss: 0.646 Epoch 1 Batch 261/269 - Train Accuracy: 0.542, Validation Accuracy: 0.584, Loss: 0.655 Epoch 1 Batch 262/269 - Train Accuracy: 0.572, Validation Accuracy: 0.584, Loss: 0.608 Epoch 1 Batch 263/269 - Train Accuracy: 0.577, Validation Accuracy: 0.590, Loss: 0.637 Epoch 1 Batch 264/269 - Train Accuracy: 0.549, Validation Accuracy: 0.586, Loss: 0.635 Epoch 1 Batch 265/269 - Train Accuracy: 0.554, Validation Accuracy: 0.582, Loss: 0.643 Epoch 1 Batch 266/269 - Train Accuracy: 0.580, Validation Accuracy: 0.580, Loss: 0.604 Epoch 1 Batch 267/269 - Train Accuracy: 0.582, Validation Accuracy: 0.579, Loss: 0.619 Epoch 2 Batch 0/269 - Train Accuracy: 0.543, Validation Accuracy: 0.570, Loss: 0.643 Epoch 2 Batch 1/269 - Train Accuracy: 0.561, Validation Accuracy: 0.579, Loss: 0.631 Epoch 2 Batch 2/269 - Train Accuracy: 0.570, Validation Accuracy: 0.587, Loss: 0.614 Epoch 2 Batch 3/269 - Train Accuracy: 0.572, Validation Accuracy: 0.588, Loss: 0.622 Epoch 2 Batch 4/269 - Train Accuracy: 0.543, Validation Accuracy: 0.581, Loss: 0.645 Epoch 2 Batch 5/269 - Train Accuracy: 0.527, Validation Accuracy: 0.573, Loss: 0.637 Epoch 2 Batch 6/269 - Train Accuracy: 0.580, Validation Accuracy: 0.583, Loss: 0.602 Epoch 2 Batch 7/269 - Train Accuracy: 0.588, Validation Accuracy: 0.583, Loss: 0.593 Epoch 2 Batch 8/269 - Train Accuracy: 0.566, Validation Accuracy: 0.585, Loss: 0.638 Epoch 2 Batch 9/269 - Train Accuracy: 0.562, Validation Accuracy: 0.582, Loss: 0.632 Epoch 2 Batch 10/269 - Train Accuracy: 0.568, Validation Accuracy: 0.582, Loss: 0.628 Epoch 2 Batch 11/269 - Train Accuracy: 0.564, Validation Accuracy: 0.581, Loss: 0.623 Epoch 2 Batch 12/269 - Train Accuracy: 0.544, Validation Accuracy: 0.581, Loss: 0.644 Epoch 2 Batch 13/269 - Train Accuracy: 0.595, Validation Accuracy: 0.582, Loss: 0.568 Epoch 2 Batch 14/269 - Train Accuracy: 0.569, Validation Accuracy: 0.566, Loss: 0.639 Epoch 2 Batch 15/269 - Train Accuracy: 0.550, Validation Accuracy: 0.570, Loss: 0.650 Epoch 2 Batch 16/269 - Train Accuracy: 0.556, Validation Accuracy: 0.562, Loss: 0.648 Epoch 2 Batch 17/269 - Train Accuracy: 0.516, Validation Accuracy: 0.537, Loss: 0.620 Epoch 2 Batch 18/269 - Train Accuracy: 0.532, Validation Accuracy: 0.569, Loss: 0.670 Epoch 2 Batch 19/269 - Train Accuracy: 0.595, Validation Accuracy: 0.566, Loss: 0.587 Epoch 2 Batch 20/269 - Train Accuracy: 0.531, Validation Accuracy: 0.569, Loss: 0.655 Epoch 2 Batch 21/269 - Train Accuracy: 0.529, Validation Accuracy: 0.566, Loss: 0.665 Epoch 2 Batch 22/269 - Train Accuracy: 0.581, Validation Accuracy: 0.580, Loss: 0.607 Epoch 2 Batch 23/269 - Train Accuracy: 0.578, Validation Accuracy: 0.581, Loss: 0.609 Epoch 2 Batch 24/269 - Train Accuracy: 0.555, Validation Accuracy: 0.581, Loss: 0.657 Epoch 2 Batch 25/269 - Train Accuracy: 0.552, Validation Accuracy: 0.571, Loss: 0.658 Epoch 2 Batch 26/269 - Train Accuracy: 0.584, Validation Accuracy: 0.561, Loss: 0.580 Epoch 2 Batch 27/269 - Train Accuracy: 0.560, Validation Accuracy: 0.562, Loss: 0.615 Epoch 2 Batch 28/269 - Train Accuracy: 0.505, Validation Accuracy: 0.563, Loss: 0.661 Epoch 2 Batch 29/269 - Train Accuracy: 0.548, Validation Accuracy: 0.561, Loss: 0.648 Epoch 2 Batch 30/269 - Train Accuracy: 0.569, Validation Accuracy: 0.575, Loss: 0.609 Epoch 2 Batch 31/269 - Train Accuracy: 0.590, Validation Accuracy: 0.591, Loss: 0.594 Epoch 2 Batch 32/269 - Train Accuracy: 0.560, Validation Accuracy: 0.569, Loss: 0.596 Epoch 2 Batch 33/269 - Train Accuracy: 0.577, Validation Accuracy: 0.576, Loss: 0.593 Epoch 2 Batch 34/269 - Train Accuracy: 0.560, Validation Accuracy: 0.574, Loss: 0.605 Epoch 2 Batch 35/269 - Train Accuracy: 0.568, Validation Accuracy: 0.576, Loss: 0.623 Epoch 2 Batch 36/269 - Train Accuracy: 0.565, Validation Accuracy: 0.583, Loss: 0.606 Epoch 2 Batch 37/269 - Train Accuracy: 0.585, Validation Accuracy: 0.587, Loss: 0.596 Epoch 2 Batch 38/269 - Train Accuracy: 0.572, Validation Accuracy: 0.590, Loss: 0.599 Epoch 2 Batch 39/269 - Train Accuracy: 0.562, Validation Accuracy: 0.582, Loss: 0.605 Epoch 2 Batch 40/269 - Train Accuracy: 0.562, Validation Accuracy: 0.586, Loss: 0.638 Epoch 2 Batch 41/269 - Train Accuracy: 0.567, Validation Accuracy: 0.583, Loss: 0.611 Epoch 2 Batch 42/269 - Train Accuracy: 0.598, Validation Accuracy: 0.580, Loss: 0.573 Epoch 2 Batch 43/269 - Train Accuracy: 0.556, Validation Accuracy: 0.574, Loss: 0.618 Epoch 2 Batch 44/269 - Train Accuracy: 0.577, Validation Accuracy: 0.580, Loss: 0.599 Epoch 2 Batch 45/269 - Train Accuracy: 0.545, Validation Accuracy: 0.576, Loss: 0.621 Epoch 2 Batch 46/269 - Train Accuracy: 0.570, Validation Accuracy: 0.571, Loss: 0.619 Epoch 2 Batch 47/269 - Train Accuracy: 0.607, Validation Accuracy: 0.582, Loss: 0.564 Epoch 2 Batch 48/269 - Train Accuracy: 0.587, Validation Accuracy: 0.584, Loss: 0.584 Epoch 2 Batch 49/269 - Train Accuracy: 0.562, Validation Accuracy: 0.583, Loss: 0.612 Epoch 2 Batch 50/269 - Train Accuracy: 0.570, Validation Accuracy: 0.588, Loss: 0.623 Epoch 2 Batch 51/269 - Train Accuracy: 0.578, Validation Accuracy: 0.587, Loss: 0.595 Epoch 2 Batch 52/269 - Train Accuracy: 0.580, Validation Accuracy: 0.589, Loss: 0.581 Epoch 2 Batch 53/269 - Train Accuracy: 0.559, Validation Accuracy: 0.587, Loss: 0.616 Epoch 2 Batch 54/269 - Train Accuracy: 0.585, Validation Accuracy: 0.591, Loss: 0.603 Epoch 2 Batch 55/269 - Train Accuracy: 0.585, Validation Accuracy: 0.592, Loss: 0.592 Epoch 2 Batch 56/269 - Train Accuracy: 0.596, Validation Accuracy: 0.588, Loss: 0.590 Epoch 2 Batch 57/269 - Train Accuracy: 0.584, Validation Accuracy: 0.590, Loss: 0.598 Epoch 2 Batch 58/269 - Train Accuracy: 0.585, Validation Accuracy: 0.587, Loss: 0.578 Epoch 2 Batch 59/269 - Train Accuracy: 0.588, Validation Accuracy: 0.586, Loss: 0.563 Epoch 2 Batch 60/269 - Train Accuracy: 0.594, Validation Accuracy: 0.583, Loss: 0.578 Epoch 2 Batch 61/269 - Train Accuracy: 0.601, Validation Accuracy: 0.578, Loss: 0.550 Epoch 2 Batch 62/269 - Train Accuracy: 0.609, Validation Accuracy: 0.587, Loss: 0.564 Epoch 2 Batch 63/269 - Train Accuracy: 0.583, Validation Accuracy: 0.584, Loss: 0.595 Epoch 2 Batch 64/269 - Train Accuracy: 0.581, Validation Accuracy: 0.586, Loss: 0.581 Epoch 2 Batch 65/269 - Train Accuracy: 0.588, Validation Accuracy: 0.591, Loss: 0.583 Epoch 2 Batch 66/269 - Train Accuracy: 0.586, Validation Accuracy: 0.587, Loss: 0.567 Epoch 2 Batch 67/269 - Train Accuracy: 0.573, Validation Accuracy: 0.589, Loss: 0.598 Epoch 2 Batch 68/269 - Train Accuracy: 0.570, Validation Accuracy: 0.589, Loss: 0.587 Epoch 2 Batch 69/269 - Train Accuracy: 0.545, Validation Accuracy: 0.592, Loss: 0.633 Epoch 2 Batch 70/269 - Train Accuracy: 0.598, Validation Accuracy: 0.604, Loss: 0.580 Epoch 2 Batch 71/269 - Train Accuracy: 0.576, Validation Accuracy: 0.604, Loss: 0.622 Epoch 2 Batch 72/269 - Train Accuracy: 0.585, Validation Accuracy: 0.603, Loss: 0.577 Epoch 2 Batch 73/269 - Train Accuracy: 0.602, Validation Accuracy: 0.604, Loss: 0.577 Epoch 2 Batch 74/269 - Train Accuracy: 0.597, Validation Accuracy: 0.601, Loss: 0.594 Epoch 2 Batch 75/269 - Train Accuracy: 0.586, Validation Accuracy: 0.599, Loss: 0.579 Epoch 2 Batch 76/269 - Train Accuracy: 0.560, Validation Accuracy: 0.583, Loss: 0.600 Epoch 2 Batch 77/269 - Train Accuracy: 0.598, Validation Accuracy: 0.596, Loss: 0.578 Epoch 2 Batch 78/269 - Train Accuracy: 0.594, Validation Accuracy: 0.590, Loss: 0.579 Epoch 2 Batch 79/269 - Train Accuracy: 0.590, Validation Accuracy: 0.586, Loss: 0.577 Epoch 2 Batch 80/269 - Train Accuracy: 0.590, Validation Accuracy: 0.593, Loss: 0.581 Epoch 2 Batch 81/269 - Train Accuracy: 0.595, Validation Accuracy: 0.588, Loss: 0.585 Epoch 2 Batch 82/269 - Train Accuracy: 0.594, Validation Accuracy: 0.582, Loss: 0.562 Epoch 2 Batch 83/269 - Train Accuracy: 0.580, Validation Accuracy: 0.576, Loss: 0.603 Epoch 2 Batch 84/269 - Train Accuracy: 0.589, Validation Accuracy: 0.581, Loss: 0.576 Epoch 2 Batch 85/269 - Train Accuracy: 0.590, Validation Accuracy: 0.588, Loss: 0.584 Epoch 2 Batch 86/269 - Train Accuracy: 0.583, Validation Accuracy: 0.591, Loss: 0.575 Epoch 2 Batch 87/269 - Train Accuracy: 0.570, Validation Accuracy: 0.593, Loss: 0.617 Epoch 2 Batch 88/269 - Train Accuracy: 0.591, Validation Accuracy: 0.589, Loss: 0.573 Epoch 2 Batch 89/269 - Train Accuracy: 0.603, Validation Accuracy: 0.600, Loss: 0.576 Epoch 2 Batch 90/269 - Train Accuracy: 0.541, Validation Accuracy: 0.589, Loss: 0.616 Epoch 2 Batch 91/269 - Train Accuracy: 0.595, Validation Accuracy: 0.596, Loss: 0.566 Epoch 2 Batch 92/269 - Train Accuracy: 0.586, Validation Accuracy: 0.597, Loss: 0.579 Epoch 2 Batch 93/269 - Train Accuracy: 0.614, Validation Accuracy: 0.594, Loss: 0.550 Epoch 2 Batch 94/269 - Train Accuracy: 0.586, Validation Accuracy: 0.593, Loss: 0.582 Epoch 2 Batch 95/269 - Train Accuracy: 0.585, Validation Accuracy: 0.584, Loss: 0.578 Epoch 2 Batch 96/269 - Train Accuracy: 0.584, Validation Accuracy: 0.592, Loss: 0.583 Epoch 2 Batch 97/269 - Train Accuracy: 0.604, Validation Accuracy: 0.607, Loss: 0.575 Epoch 2 Batch 98/269 - Train Accuracy: 0.606, Validation Accuracy: 0.595, Loss: 0.577 Epoch 2 Batch 99/269 - Train Accuracy: 0.582, Validation Accuracy: 0.598, Loss: 0.591 Epoch 2 Batch 100/269 - Train Accuracy: 0.612, Validation Accuracy: 0.602, Loss: 0.569 Epoch 2 Batch 101/269 - Train Accuracy: 0.576, Validation Accuracy: 0.602, Loss: 0.613 Epoch 2 Batch 102/269 - Train Accuracy: 0.596, Validation Accuracy: 0.600, Loss: 0.578 Epoch 2 Batch 103/269 - Train Accuracy: 0.599, Validation Accuracy: 0.600, Loss: 0.559 Epoch 2 Batch 104/269 - Train Accuracy: 0.578, Validation Accuracy: 0.587, Loss: 0.576 Epoch 2 Batch 105/269 - Train Accuracy: 0.565, Validation Accuracy: 0.578, Loss: 0.588 Epoch 2 Batch 106/269 - Train Accuracy: 0.581, Validation Accuracy: 0.595, Loss: 0.570 Epoch 2 Batch 107/269 - Train Accuracy: 0.577, Validation Accuracy: 0.598, Loss: 0.601 Epoch 2 Batch 108/269 - Train Accuracy: 0.600, Validation Accuracy: 0.599, Loss: 0.573 Epoch 2 Batch 109/269 - Train Accuracy: 0.582, Validation Accuracy: 0.593, Loss: 0.579 Epoch 2 Batch 110/269 - Train Accuracy: 0.602, Validation Accuracy: 0.600, Loss: 0.562 Epoch 2 Batch 111/269 - Train Accuracy: 0.569, Validation Accuracy: 0.597, Loss: 0.594 Epoch 2 Batch 112/269 - Train Accuracy: 0.589, Validation Accuracy: 0.593, Loss: 0.576 Epoch 2 Batch 113/269 - Train Accuracy: 0.600, Validation Accuracy: 0.599, Loss: 0.550 Epoch 2 Batch 114/269 - Train Accuracy: 0.591, Validation Accuracy: 0.603, Loss: 0.574 Epoch 2 Batch 115/269 - Train Accuracy: 0.583, Validation Accuracy: 0.607, Loss: 0.606 Epoch 2 Batch 116/269 - Train Accuracy: 0.603, Validation Accuracy: 0.605, Loss: 0.570 Epoch 2 Batch 117/269 - Train Accuracy: 0.584, Validation Accuracy: 0.605, Loss: 0.575 Epoch 2 Batch 118/269 - Train Accuracy: 0.616, Validation Accuracy: 0.602, Loss: 0.551 Epoch 2 Batch 119/269 - Train Accuracy: 0.599, Validation Accuracy: 0.610, Loss: 0.583 Epoch 2 Batch 120/269 - Train Accuracy: 0.593, Validation Accuracy: 0.610, Loss: 0.592 Epoch 2 Batch 121/269 - Train Accuracy: 0.587, Validation Accuracy: 0.606, Loss: 0.571 Epoch 2 Batch 122/269 - Train Accuracy: 0.606, Validation Accuracy: 0.602, Loss: 0.562 Epoch 2 Batch 123/269 - Train Accuracy: 0.582, Validation Accuracy: 0.597, Loss: 0.593 Epoch 2 Batch 124/269 - Train Accuracy: 0.603, Validation Accuracy: 0.603, Loss: 0.569 Epoch 2 Batch 125/269 - Train Accuracy: 0.604, Validation Accuracy: 0.606, Loss: 0.572 Epoch 2 Batch 126/269 - Train Accuracy: 0.601, Validation Accuracy: 0.605, Loss: 0.569 Epoch 2 Batch 127/269 - Train Accuracy: 0.579, Validation Accuracy: 0.594, Loss: 0.582 Epoch 2 Batch 128/269 - Train Accuracy: 0.611, Validation Accuracy: 0.597, Loss: 0.570 Epoch 2 Batch 129/269 - Train Accuracy: 0.604, Validation Accuracy: 0.600, Loss: 0.558 Epoch 2 Batch 130/269 - Train Accuracy: 0.585, Validation Accuracy: 0.604, Loss: 0.592 Epoch 2 Batch 131/269 - Train Accuracy: 0.587, Validation Accuracy: 0.598, Loss: 0.585 Epoch 2 Batch 132/269 - Train Accuracy: 0.591, Validation Accuracy: 0.602, Loss: 0.582 Epoch 2 Batch 133/269 - Train Accuracy: 0.597, Validation Accuracy: 0.605, Loss: 0.560 Epoch 2 Batch 134/269 - Train Accuracy: 0.585, Validation Accuracy: 0.609, Loss: 0.585 Epoch 2 Batch 135/269 - Train Accuracy: 0.571, Validation Accuracy: 0.612, Loss: 0.609 Epoch 2 Batch 136/269 - Train Accuracy: 0.567, Validation Accuracy: 0.600, Loss: 0.605 Epoch 2 Batch 137/269 - Train Accuracy: 0.578, Validation Accuracy: 0.600, Loss: 0.598 Epoch 2 Batch 138/269 - Train Accuracy: 0.590, Validation Accuracy: 0.611, Loss: 0.593 Epoch 2 Batch 139/269 - Train Accuracy: 0.624, Validation Accuracy: 0.616, Loss: 0.546 Epoch 2 Batch 140/269 - Train Accuracy: 0.612, Validation Accuracy: 0.616, Loss: 0.576 Epoch 2 Batch 141/269 - Train Accuracy: 0.602, Validation Accuracy: 0.617, Loss: 0.582 Epoch 2 Batch 142/269 - Train Accuracy: 0.617, Validation Accuracy: 0.619, Loss: 0.550 Epoch 2 Batch 143/269 - Train Accuracy: 0.613, Validation Accuracy: 0.614, Loss: 0.562 Epoch 2 Batch 144/269 - Train Accuracy: 0.611, Validation Accuracy: 0.612, Loss: 0.538 Epoch 2 Batch 145/269 - Train Accuracy: 0.601, Validation Accuracy: 0.609, Loss: 0.563 Epoch 2 Batch 146/269 - Train Accuracy: 0.609, Validation Accuracy: 0.608, Loss: 0.550 Epoch 2 Batch 147/269 - Train Accuracy: 0.621, Validation Accuracy: 0.605, Loss: 0.544 Epoch 2 Batch 148/269 - Train Accuracy: 0.605, Validation Accuracy: 0.611, Loss: 0.561 Epoch 2 Batch 149/269 - Train Accuracy: 0.616, Validation Accuracy: 0.615, Loss: 0.557 Epoch 2 Batch 150/269 - Train Accuracy: 0.608, Validation Accuracy: 0.618, Loss: 0.559 Epoch 2 Batch 151/269 - Train Accuracy: 0.633, Validation Accuracy: 0.613, Loss: 0.529 Epoch 2 Batch 152/269 - Train Accuracy: 0.607, Validation Accuracy: 0.617, Loss: 0.565 Epoch 2 Batch 153/269 - Train Accuracy: 0.616, Validation Accuracy: 0.619, Loss: 0.553 Epoch 2 Batch 154/269 - Train Accuracy: 0.595, Validation Accuracy: 0.615, Loss: 0.578 Epoch 2 Batch 155/269 - Train Accuracy: 0.628, Validation Accuracy: 0.611, Loss: 0.530 Epoch 2 Batch 156/269 - Train Accuracy: 0.588, Validation Accuracy: 0.610, Loss: 0.586 Epoch 2 Batch 157/269 - Train Accuracy: 0.598, Validation Accuracy: 0.610, Loss: 0.561 Epoch 2 Batch 158/269 - Train Accuracy: 0.607, Validation Accuracy: 0.612, Loss: 0.567 Epoch 2 Batch 159/269 - Train Accuracy: 0.604, Validation Accuracy: 0.614, Loss: 0.562 Epoch 2 Batch 160/269 - Train Accuracy: 0.618, Validation Accuracy: 0.617, Loss: 0.540 Epoch 2 Batch 161/269 - Train Accuracy: 0.602, Validation Accuracy: 0.617, Loss: 0.557 Epoch 2 Batch 162/269 - Train Accuracy: 0.567, Validation Accuracy: 0.586, Loss: 0.564 Epoch 2 Batch 163/269 - Train Accuracy: 0.607, Validation Accuracy: 0.611, Loss: 0.567 Epoch 2 Batch 164/269 - Train Accuracy: 0.600, Validation Accuracy: 0.606, Loss: 0.552 Epoch 2 Batch 165/269 - Train Accuracy: 0.582, Validation Accuracy: 0.607, Loss: 0.580 Epoch 2 Batch 166/269 - Train Accuracy: 0.624, Validation Accuracy: 0.617, Loss: 0.532 Epoch 2 Batch 167/269 - Train Accuracy: 0.608, Validation Accuracy: 0.617, Loss: 0.554 Epoch 2 Batch 168/269 - Train Accuracy: 0.611, Validation Accuracy: 0.620, Loss: 0.551 Epoch 2 Batch 169/269 - Train Accuracy: 0.598, Validation Accuracy: 0.618, Loss: 0.560 Epoch 2 Batch 170/269 - Train Accuracy: 0.611, Validation Accuracy: 0.610, Loss: 0.551 Epoch 2 Batch 171/269 - Train Accuracy: 0.574, Validation Accuracy: 0.602, Loss: 0.588 Epoch 2 Batch 172/269 - Train Accuracy: 0.593, Validation Accuracy: 0.599, Loss: 0.568 Epoch 2 Batch 173/269 - Train Accuracy: 0.610, Validation Accuracy: 0.609, Loss: 0.540 Epoch 2 Batch 174/269 - Train Accuracy: 0.602, Validation Accuracy: 0.617, Loss: 0.553 Epoch 2 Batch 175/269 - Train Accuracy: 0.615, Validation Accuracy: 0.627, Loss: 0.575 Epoch 2 Batch 176/269 - Train Accuracy: 0.585, Validation Accuracy: 0.618, Loss: 0.584 Epoch 2 Batch 177/269 - Train Accuracy: 0.633, Validation Accuracy: 0.617, Loss: 0.526 Epoch 2 Batch 178/269 - Train Accuracy: 0.604, Validation Accuracy: 0.621, Loss: 0.569 Epoch 2 Batch 179/269 - Train Accuracy: 0.616, Validation Accuracy: 0.621, Loss: 0.555 Epoch 2 Batch 180/269 - Train Accuracy: 0.615, Validation Accuracy: 0.620, Loss: 0.551 Epoch 2 Batch 181/269 - Train Accuracy: 0.585, Validation Accuracy: 0.608, Loss: 0.548 Epoch 2 Batch 182/269 - Train Accuracy: 0.589, Validation Accuracy: 0.594, Loss: 0.550 Epoch 2 Batch 183/269 - Train Accuracy: 0.652, Validation Accuracy: 0.600, Loss: 0.491 Epoch 2 Batch 184/269 - Train Accuracy: 0.592, Validation Accuracy: 0.608, Loss: 0.579 Epoch 2 Batch 185/269 - Train Accuracy: 0.623, Validation Accuracy: 0.616, Loss: 0.543 Epoch 2 Batch 186/269 - Train Accuracy: 0.597, Validation Accuracy: 0.622, Loss: 0.568 Epoch 2 Batch 187/269 - Train Accuracy: 0.614, Validation Accuracy: 0.617, Loss: 0.541 Epoch 2 Batch 188/269 - Train Accuracy: 0.626, Validation Accuracy: 0.618, Loss: 0.536 Epoch 2 Batch 189/269 - Train Accuracy: 0.621, Validation Accuracy: 0.621, Loss: 0.533 Epoch 2 Batch 190/269 - Train Accuracy: 0.619, Validation Accuracy: 0.619, Loss: 0.545 Epoch 2 Batch 191/269 - Train Accuracy: 0.616, Validation Accuracy: 0.613, Loss: 0.541 Epoch 2 Batch 192/269 - Train Accuracy: 0.618, Validation Accuracy: 0.618, Loss: 0.548 Epoch 2 Batch 193/269 - Train Accuracy: 0.616, Validation Accuracy: 0.624, Loss: 0.542 Epoch 2 Batch 194/269 - Train Accuracy: 0.621, Validation Accuracy: 0.614, Loss: 0.549 Epoch 2 Batch 195/269 - Train Accuracy: 0.613, Validation Accuracy: 0.618, Loss: 0.545 Epoch 2 Batch 196/269 - Train Accuracy: 0.599, Validation Accuracy: 0.630, Loss: 0.556 Epoch 2 Batch 197/269 - Train Accuracy: 0.592, Validation Accuracy: 0.629, Loss: 0.573 Epoch 2 Batch 198/269 - Train Accuracy: 0.593, Validation Accuracy: 0.620, Loss: 0.576 Epoch 2 Batch 199/269 - Train Accuracy: 0.606, Validation Accuracy: 0.620, Loss: 0.554 Epoch 2 Batch 200/269 - Train Accuracy: 0.603, Validation Accuracy: 0.617, Loss: 0.567 Epoch 2 Batch 201/269 - Train Accuracy: 0.618, Validation Accuracy: 0.620, Loss: 0.547 Epoch 2 Batch 202/269 - Train Accuracy: 0.605, Validation Accuracy: 0.593, Loss: 0.549 Epoch 2 Batch 203/269 - Train Accuracy: 0.579, Validation Accuracy: 0.597, Loss: 0.583 Epoch 2 Batch 204/269 - Train Accuracy: 0.585, Validation Accuracy: 0.613, Loss: 0.585 Epoch 2 Batch 205/269 - Train Accuracy: 0.584, Validation Accuracy: 0.598, Loss: 0.547 Epoch 2 Batch 206/269 - Train Accuracy: 0.592, Validation Accuracy: 0.597, Loss: 0.574 Epoch 2 Batch 207/269 - Train Accuracy: 0.600, Validation Accuracy: 0.597, Loss: 0.542 Epoch 2 Batch 208/269 - Train Accuracy: 0.586, Validation Accuracy: 0.598, Loss: 0.582 Epoch 2 Batch 209/269 - Train Accuracy: 0.601, Validation Accuracy: 0.600, Loss: 0.575 Epoch 2 Batch 210/269 - Train Accuracy: 0.607, Validation Accuracy: 0.601, Loss: 0.552 Epoch 2 Batch 211/269 - Train Accuracy: 0.602, Validation Accuracy: 0.615, Loss: 0.575 Epoch 2 Batch 212/269 - Train Accuracy: 0.619, Validation Accuracy: 0.625, Loss: 0.557 Epoch 2 Batch 213/269 - Train Accuracy: 0.599, Validation Accuracy: 0.615, Loss: 0.560 Epoch 2 Batch 214/269 - Train Accuracy: 0.612, Validation Accuracy: 0.616, Loss: 0.549 Epoch 2 Batch 215/269 - Train Accuracy: 0.637, Validation Accuracy: 0.617, Loss: 0.520 Epoch 2 Batch 216/269 - Train Accuracy: 0.588, Validation Accuracy: 0.617, Loss: 0.581 Epoch 2 Batch 217/269 - Train Accuracy: 0.584, Validation Accuracy: 0.604, Loss: 0.578 Epoch 2 Batch 218/269 - Train Accuracy: 0.601, Validation Accuracy: 0.607, Loss: 0.564 Epoch 2 Batch 219/269 - Train Accuracy: 0.595, Validation Accuracy: 0.602, Loss: 0.574 Epoch 2 Batch 220/269 - Train Accuracy: 0.620, Validation Accuracy: 0.610, Loss: 0.522 Epoch 2 Batch 221/269 - Train Accuracy: 0.638, Validation Accuracy: 0.624, Loss: 0.541 Epoch 2 Batch 222/269 - Train Accuracy: 0.637, Validation Accuracy: 0.628, Loss: 0.530 Epoch 2 Batch 223/269 - Train Accuracy: 0.609, Validation Accuracy: 0.625, Loss: 0.538 Epoch 2 Batch 224/269 - Train Accuracy: 0.623, Validation Accuracy: 0.626, Loss: 0.557 Epoch 2 Batch 225/269 - Train Accuracy: 0.618, Validation Accuracy: 0.627, Loss: 0.555 Epoch 2 Batch 226/269 - Train Accuracy: 0.611, Validation Accuracy: 0.612, Loss: 0.550 Epoch 2 Batch 227/269 - Train Accuracy: 0.674, Validation Accuracy: 0.611, Loss: 0.476 Epoch 2 Batch 228/269 - Train Accuracy: 0.615, Validation Accuracy: 0.608, Loss: 0.540 Epoch 2 Batch 229/269 - Train Accuracy: 0.611, Validation Accuracy: 0.620, Loss: 0.530 Epoch 2 Batch 230/269 - Train Accuracy: 0.613, Validation Accuracy: 0.621, Loss: 0.548 Epoch 2 Batch 231/269 - Train Accuracy: 0.582, Validation Accuracy: 0.618, Loss: 0.568 Epoch 2 Batch 232/269 - Train Accuracy: 0.598, Validation Accuracy: 0.620, Loss: 0.585 Epoch 2 Batch 233/269 - Train Accuracy: 0.625, Validation Accuracy: 0.623, Loss: 0.549 Epoch 2 Batch 234/269 - Train Accuracy: 0.622, Validation Accuracy: 0.634, Loss: 0.537 Epoch 2 Batch 235/269 - Train Accuracy: 0.639, Validation Accuracy: 0.633, Loss: 0.525 Epoch 2 Batch 236/269 - Train Accuracy: 0.608, Validation Accuracy: 0.625, Loss: 0.533 Epoch 2 Batch 237/269 - Train Accuracy: 0.610, Validation Accuracy: 0.624, Loss: 0.541 Epoch 2 Batch 238/269 - Train Accuracy: 0.642, Validation Accuracy: 0.623, Loss: 0.523 Epoch 2 Batch 239/269 - Train Accuracy: 0.626, Validation Accuracy: 0.606, Loss: 0.533 Epoch 2 Batch 240/269 - Train Accuracy: 0.656, Validation Accuracy: 0.599, Loss: 0.479 Epoch 2 Batch 241/269 - Train Accuracy: 0.613, Validation Accuracy: 0.612, Loss: 0.531 Epoch 2 Batch 242/269 - Train Accuracy: 0.605, Validation Accuracy: 0.625, Loss: 0.540 Epoch 2 Batch 243/269 - Train Accuracy: 0.637, Validation Accuracy: 0.627, Loss: 0.521 Epoch 2 Batch 244/269 - Train Accuracy: 0.622, Validation Accuracy: 0.635, Loss: 0.552 Epoch 2 Batch 245/269 - Train Accuracy: 0.608, Validation Accuracy: 0.633, Loss: 0.561 Epoch 2 Batch 246/269 - Train Accuracy: 0.602, Validation Accuracy: 0.637, Loss: 0.539 Epoch 2 Batch 247/269 - Train Accuracy: 0.608, Validation Accuracy: 0.632, Loss: 0.551 Epoch 2 Batch 248/269 - Train Accuracy: 0.624, Validation Accuracy: 0.627, Loss: 0.534 Epoch 2 Batch 249/269 - Train Accuracy: 0.642, Validation Accuracy: 0.624, Loss: 0.504 Epoch 2 Batch 250/269 - Train Accuracy: 0.608, Validation Accuracy: 0.612, Loss: 0.540 Epoch 2 Batch 251/269 - Train Accuracy: 0.626, Validation Accuracy: 0.611, Loss: 0.521 Epoch 2 Batch 252/269 - Train Accuracy: 0.629, Validation Accuracy: 0.627, Loss: 0.544 Epoch 2 Batch 253/269 - Train Accuracy: 0.626, Validation Accuracy: 0.629, Loss: 0.543 Epoch 2 Batch 254/269 - Train Accuracy: 0.623, Validation Accuracy: 0.627, Loss: 0.540 Epoch 2 Batch 255/269 - Train Accuracy: 0.653, Validation Accuracy: 0.623, Loss: 0.498 Epoch 2 Batch 256/269 - Train Accuracy: 0.602, Validation Accuracy: 0.625, Loss: 0.540 Epoch 2 Batch 257/269 - Train Accuracy: 0.593, Validation Accuracy: 0.629, Loss: 0.537 Epoch 2 Batch 258/269 - Train Accuracy: 0.620, Validation Accuracy: 0.612, Loss: 0.527 Epoch 2 Batch 259/269 - Train Accuracy: 0.603, Validation Accuracy: 0.604, Loss: 0.517 Epoch 2 Batch 260/269 - Train Accuracy: 0.593, Validation Accuracy: 0.620, Loss: 0.553 Epoch 2 Batch 261/269 - Train Accuracy: 0.605, Validation Accuracy: 0.627, Loss: 0.563 Epoch 2 Batch 262/269 - Train Accuracy: 0.632, Validation Accuracy: 0.626, Loss: 0.519 Epoch 2 Batch 263/269 - Train Accuracy: 0.626, Validation Accuracy: 0.630, Loss: 0.545 Epoch 2 Batch 264/269 - Train Accuracy: 0.610, Validation Accuracy: 0.629, Loss: 0.539 Epoch 2 Batch 265/269 - Train Accuracy: 0.608, Validation Accuracy: 0.629, Loss: 0.554 Epoch 2 Batch 266/269 - Train Accuracy: 0.629, Validation Accuracy: 0.638, Loss: 0.519 Epoch 2 Batch 267/269 - Train Accuracy: 0.628, Validation Accuracy: 0.631, Loss: 0.531 Epoch 3 Batch 0/269 - Train Accuracy: 0.599, Validation Accuracy: 0.622, Loss: 0.552 Epoch 3 Batch 1/269 - Train Accuracy: 0.616, Validation Accuracy: 0.627, Loss: 0.539 Epoch 3 Batch 2/269 - Train Accuracy: 0.631, Validation Accuracy: 0.628, Loss: 0.527 Epoch 3 Batch 3/269 - Train Accuracy: 0.631, Validation Accuracy: 0.634, Loss: 0.537 Epoch 3 Batch 4/269 - Train Accuracy: 0.598, Validation Accuracy: 0.631, Loss: 0.557 Epoch 3 Batch 5/269 - Train Accuracy: 0.591, Validation Accuracy: 0.628, Loss: 0.550 Epoch 3 Batch 6/269 - Train Accuracy: 0.637, Validation Accuracy: 0.623, Loss: 0.521 Epoch 3 Batch 7/269 - Train Accuracy: 0.624, Validation Accuracy: 0.619, Loss: 0.507 Epoch 3 Batch 8/269 - Train Accuracy: 0.604, Validation Accuracy: 0.621, Loss: 0.553 Epoch 3 Batch 9/269 - Train Accuracy: 0.604, Validation Accuracy: 0.629, Loss: 0.543 Epoch 3 Batch 10/269 - Train Accuracy: 0.622, Validation Accuracy: 0.639, Loss: 0.546 Epoch 3 Batch 11/269 - Train Accuracy: 0.623, Validation Accuracy: 0.641, Loss: 0.537 Epoch 3 Batch 12/269 - Train Accuracy: 0.606, Validation Accuracy: 0.637, Loss: 0.549 Epoch 3 Batch 13/269 - Train Accuracy: 0.647, Validation Accuracy: 0.633, Loss: 0.486 Epoch 3 Batch 14/269 - Train Accuracy: 0.628, Validation Accuracy: 0.637, Loss: 0.528 Epoch 3 Batch 15/269 - Train Accuracy: 0.613, Validation Accuracy: 0.626, Loss: 0.520 Epoch 3 Batch 16/269 - Train Accuracy: 0.644, Validation Accuracy: 0.630, Loss: 0.515 Epoch 3 Batch 17/269 - Train Accuracy: 0.635, Validation Accuracy: 0.629, Loss: 0.516 Epoch 3 Batch 18/269 - Train Accuracy: 0.617, Validation Accuracy: 0.631, Loss: 0.538 Epoch 3 Batch 19/269 - Train Accuracy: 0.681, Validation Accuracy: 0.642, Loss: 0.480 Epoch 3 Batch 20/269 - Train Accuracy: 0.624, Validation Accuracy: 0.642, Loss: 0.540 Epoch 3 Batch 21/269 - Train Accuracy: 0.627, Validation Accuracy: 0.637, Loss: 0.548 Epoch 3 Batch 22/269 - Train Accuracy: 0.647, Validation Accuracy: 0.638, Loss: 0.507 Epoch 3 Batch 23/269 - Train Accuracy: 0.633, Validation Accuracy: 0.641, Loss: 0.503 Epoch 3 Batch 24/269 - Train Accuracy: 0.614, Validation Accuracy: 0.634, Loss: 0.547 Epoch 3 Batch 25/269 - Train Accuracy: 0.618, Validation Accuracy: 0.630, Loss: 0.546 Epoch 3 Batch 26/269 - Train Accuracy: 0.658, Validation Accuracy: 0.632, Loss: 0.487 Epoch 3 Batch 27/269 - Train Accuracy: 0.614, Validation Accuracy: 0.629, Loss: 0.510 Epoch 3 Batch 28/269 - Train Accuracy: 0.580, Validation Accuracy: 0.623, Loss: 0.559 Epoch 3 Batch 29/269 - Train Accuracy: 0.627, Validation Accuracy: 0.638, Loss: 0.548 Epoch 3 Batch 30/269 - Train Accuracy: 0.649, Validation Accuracy: 0.642, Loss: 0.515 Epoch 3 Batch 31/269 - Train Accuracy: 0.642, Validation Accuracy: 0.642, Loss: 0.497 Epoch 3 Batch 32/269 - Train Accuracy: 0.621, Validation Accuracy: 0.635, Loss: 0.502 Epoch 3 Batch 33/269 - Train Accuracy: 0.650, Validation Accuracy: 0.643, Loss: 0.505 Epoch 3 Batch 34/269 - Train Accuracy: 0.633, Validation Accuracy: 0.637, Loss: 0.509 Epoch 3 Batch 35/269 - Train Accuracy: 0.622, Validation Accuracy: 0.635, Loss: 0.534 Epoch 3 Batch 36/269 - Train Accuracy: 0.605, Validation Accuracy: 0.624, Loss: 0.517 Epoch 3 Batch 37/269 - Train Accuracy: 0.620, Validation Accuracy: 0.620, Loss: 0.522 Epoch 3 Batch 38/269 - Train Accuracy: 0.627, Validation Accuracy: 0.635, Loss: 0.521 Epoch 3 Batch 39/269 - Train Accuracy: 0.608, Validation Accuracy: 0.610, Loss: 0.518 Epoch 3 Batch 40/269 - Train Accuracy: 0.615, Validation Accuracy: 0.636, Loss: 0.562 Epoch 3 Batch 41/269 - Train Accuracy: 0.615, Validation Accuracy: 0.631, Loss: 0.525 Epoch 3 Batch 42/269 - Train Accuracy: 0.633, Validation Accuracy: 0.625, Loss: 0.494 Epoch 3 Batch 43/269 - Train Accuracy: 0.622, Validation Accuracy: 0.631, Loss: 0.535 Epoch 3 Batch 44/269 - Train Accuracy: 0.632, Validation Accuracy: 0.637, Loss: 0.512 Epoch 3 Batch 45/269 - Train Accuracy: 0.623, Validation Accuracy: 0.629, Loss: 0.537 Epoch 3 Batch 46/269 - Train Accuracy: 0.622, Validation Accuracy: 0.634, Loss: 0.535 Epoch 3 Batch 47/269 - Train Accuracy: 0.651, Validation Accuracy: 0.630, Loss: 0.486 Epoch 3 Batch 48/269 - Train Accuracy: 0.643, Validation Accuracy: 0.639, Loss: 0.502 Epoch 3 Batch 49/269 - Train Accuracy: 0.603, Validation Accuracy: 0.632, Loss: 0.530 Epoch 3 Batch 50/269 - Train Accuracy: 0.608, Validation Accuracy: 0.628, Loss: 0.538 Epoch 3 Batch 51/269 - Train Accuracy: 0.605, Validation Accuracy: 0.628, Loss: 0.514 Epoch 3 Batch 52/269 - Train Accuracy: 0.612, Validation Accuracy: 0.631, Loss: 0.504 Epoch 3 Batch 53/269 - Train Accuracy: 0.620, Validation Accuracy: 0.624, Loss: 0.529 Epoch 3 Batch 54/269 - Train Accuracy: 0.636, Validation Accuracy: 0.635, Loss: 0.519 Epoch 3 Batch 55/269 - Train Accuracy: 0.637, Validation Accuracy: 0.631, Loss: 0.511 Epoch 3 Batch 56/269 - Train Accuracy: 0.632, Validation Accuracy: 0.639, Loss: 0.505 Epoch 3 Batch 57/269 - Train Accuracy: 0.637, Validation Accuracy: 0.640, Loss: 0.519 Epoch 3 Batch 58/269 - Train Accuracy: 0.636, Validation Accuracy: 0.636, Loss: 0.499 Epoch 3 Batch 59/269 - Train Accuracy: 0.642, Validation Accuracy: 0.637, Loss: 0.484 Epoch 3 Batch 60/269 - Train Accuracy: 0.626, Validation Accuracy: 0.629, Loss: 0.500 Epoch 3 Batch 61/269 - Train Accuracy: 0.651, Validation Accuracy: 0.627, Loss: 0.473 Epoch 3 Batch 62/269 - Train Accuracy: 0.644, Validation Accuracy: 0.634, Loss: 0.484 Epoch 3 Batch 63/269 - Train Accuracy: 0.632, Validation Accuracy: 0.638, Loss: 0.511 Epoch 3 Batch 64/269 - Train Accuracy: 0.620, Validation Accuracy: 0.635, Loss: 0.499 Epoch 3 Batch 65/269 - Train Accuracy: 0.641, Validation Accuracy: 0.635, Loss: 0.503 Epoch 3 Batch 66/269 - Train Accuracy: 0.633, Validation Accuracy: 0.635, Loss: 0.490 Epoch 3 Batch 67/269 - Train Accuracy: 0.619, Validation Accuracy: 0.632, Loss: 0.513 Epoch 3 Batch 68/269 - Train Accuracy: 0.600, Validation Accuracy: 0.620, Loss: 0.510 Epoch 3 Batch 69/269 - Train Accuracy: 0.596, Validation Accuracy: 0.633, Loss: 0.549 Epoch 3 Batch 70/269 - Train Accuracy: 0.646, Validation Accuracy: 0.634, Loss: 0.497 Epoch 3 Batch 71/269 - Train Accuracy: 0.623, Validation Accuracy: 0.635, Loss: 0.535 Epoch 3 Batch 72/269 - Train Accuracy: 0.633, Validation Accuracy: 0.634, Loss: 0.492 Epoch 3 Batch 73/269 - Train Accuracy: 0.638, Validation Accuracy: 0.630, Loss: 0.493 Epoch 3 Batch 74/269 - Train Accuracy: 0.631, Validation Accuracy: 0.619, Loss: 0.513 Epoch 3 Batch 75/269 - Train Accuracy: 0.600, Validation Accuracy: 0.614, Loss: 0.499 Epoch 3 Batch 76/269 - Train Accuracy: 0.586, Validation Accuracy: 0.615, Loss: 0.518 Epoch 3 Batch 77/269 - Train Accuracy: 0.640, Validation Accuracy: 0.628, Loss: 0.499 Epoch 3 Batch 78/269 - Train Accuracy: 0.647, Validation Accuracy: 0.642, Loss: 0.498 Epoch 3 Batch 79/269 - Train Accuracy: 0.633, Validation Accuracy: 0.638, Loss: 0.500 Epoch 3 Batch 80/269 - Train Accuracy: 0.642, Validation Accuracy: 0.634, Loss: 0.501 Epoch 3 Batch 81/269 - Train Accuracy: 0.640, Validation Accuracy: 0.638, Loss: 0.506 Epoch 3 Batch 82/269 - Train Accuracy: 0.657, Validation Accuracy: 0.641, Loss: 0.484 Epoch 3 Batch 83/269 - Train Accuracy: 0.638, Validation Accuracy: 0.638, Loss: 0.518 Epoch 3 Batch 84/269 - Train Accuracy: 0.640, Validation Accuracy: 0.633, Loss: 0.498 Epoch 3 Batch 85/269 - Train Accuracy: 0.634, Validation Accuracy: 0.628, Loss: 0.505 Epoch 3 Batch 86/269 - Train Accuracy: 0.622, Validation Accuracy: 0.629, Loss: 0.497 Epoch 3 Batch 87/269 - Train Accuracy: 0.617, Validation Accuracy: 0.633, Loss: 0.532 Epoch 3 Batch 88/269 - Train Accuracy: 0.640, Validation Accuracy: 0.635, Loss: 0.497 Epoch 3 Batch 89/269 - Train Accuracy: 0.652, Validation Accuracy: 0.632, Loss: 0.495 Epoch 3 Batch 90/269 - Train Accuracy: 0.603, Validation Accuracy: 0.635, Loss: 0.528 Epoch 3 Batch 91/269 - Train Accuracy: 0.643, Validation Accuracy: 0.637, Loss: 0.490 Epoch 3 Batch 92/269 - Train Accuracy: 0.640, Validation Accuracy: 0.643, Loss: 0.495 Epoch 3 Batch 93/269 - Train Accuracy: 0.643, Validation Accuracy: 0.633, Loss: 0.472 Epoch 3 Batch 94/269 - Train Accuracy: 0.619, Validation Accuracy: 0.617, Loss: 0.505 Epoch 3 Batch 95/269 - Train Accuracy: 0.620, Validation Accuracy: 0.611, Loss: 0.499 Epoch 3 Batch 96/269 - Train Accuracy: 0.624, Validation Accuracy: 0.632, Loss: 0.506 Epoch 3 Batch 97/269 - Train Accuracy: 0.629, Validation Accuracy: 0.642, Loss: 0.503 Epoch 3 Batch 98/269 - Train Accuracy: 0.634, Validation Accuracy: 0.634, Loss: 0.500 Epoch 3 Batch 99/269 - Train Accuracy: 0.627, Validation Accuracy: 0.632, Loss: 0.509 Epoch 3 Batch 100/269 - Train Accuracy: 0.664, Validation Accuracy: 0.636, Loss: 0.484 Epoch 3 Batch 101/269 - Train Accuracy: 0.610, Validation Accuracy: 0.642, Loss: 0.529 Epoch 3 Batch 102/269 - Train Accuracy: 0.640, Validation Accuracy: 0.642, Loss: 0.497 Epoch 3 Batch 103/269 - Train Accuracy: 0.631, Validation Accuracy: 0.633, Loss: 0.482 Epoch 3 Batch 104/269 - Train Accuracy: 0.620, Validation Accuracy: 0.625, Loss: 0.494 Epoch 3 Batch 105/269 - Train Accuracy: 0.612, Validation Accuracy: 0.625, Loss: 0.508 Epoch 3 Batch 106/269 - Train Accuracy: 0.629, Validation Accuracy: 0.638, Loss: 0.493 Epoch 3 Batch 107/269 - Train Accuracy: 0.622, Validation Accuracy: 0.638, Loss: 0.519 Epoch 3 Batch 108/269 - Train Accuracy: 0.646, Validation Accuracy: 0.640, Loss: 0.492 Epoch 3 Batch 109/269 - Train Accuracy: 0.620, Validation Accuracy: 0.638, Loss: 0.498 Epoch 3 Batch 110/269 - Train Accuracy: 0.635, Validation Accuracy: 0.634, Loss: 0.481 Epoch 3 Batch 111/269 - Train Accuracy: 0.616, Validation Accuracy: 0.635, Loss: 0.506 Epoch 3 Batch 112/269 - Train Accuracy: 0.639, Validation Accuracy: 0.632, Loss: 0.490 Epoch 3 Batch 113/269 - Train Accuracy: 0.645, Validation Accuracy: 0.627, Loss: 0.471 Epoch 3 Batch 114/269 - Train Accuracy: 0.629, Validation Accuracy: 0.637, Loss: 0.491 Epoch 3 Batch 115/269 - Train Accuracy: 0.617, Validation Accuracy: 0.643, Loss: 0.522 Epoch 3 Batch 116/269 - Train Accuracy: 0.650, Validation Accuracy: 0.651, Loss: 0.485 Epoch 3 Batch 117/269 - Train Accuracy: 0.625, Validation Accuracy: 0.646, Loss: 0.493 Epoch 3 Batch 118/269 - Train Accuracy: 0.671, Validation Accuracy: 0.647, Loss: 0.474 Epoch 3 Batch 119/269 - Train Accuracy: 0.644, Validation Accuracy: 0.652, Loss: 0.497 Epoch 3 Batch 120/269 - Train Accuracy: 0.631, Validation Accuracy: 0.652, Loss: 0.510 Epoch 3 Batch 121/269 - Train Accuracy: 0.636, Validation Accuracy: 0.654, Loss: 0.486 Epoch 3 Batch 122/269 - Train Accuracy: 0.654, Validation Accuracy: 0.647, Loss: 0.479 Epoch 3 Batch 123/269 - Train Accuracy: 0.631, Validation Accuracy: 0.652, Loss: 0.510 Epoch 3 Batch 124/269 - Train Accuracy: 0.650, Validation Accuracy: 0.648, Loss: 0.486 Epoch 3 Batch 125/269 - Train Accuracy: 0.650, Validation Accuracy: 0.650, Loss: 0.495 Epoch 3 Batch 126/269 - Train Accuracy: 0.641, Validation Accuracy: 0.646, Loss: 0.485 Epoch 3 Batch 127/269 - Train Accuracy: 0.627, Validation Accuracy: 0.646, Loss: 0.501 Epoch 3 Batch 128/269 - Train Accuracy: 0.665, Validation Accuracy: 0.648, Loss: 0.482 Epoch 3 Batch 129/269 - Train Accuracy: 0.641, Validation Accuracy: 0.651, Loss: 0.475 Epoch 3 Batch 130/269 - Train Accuracy: 0.619, Validation Accuracy: 0.651, Loss: 0.508 Epoch 3 Batch 131/269 - Train Accuracy: 0.615, Validation Accuracy: 0.635, Loss: 0.501 Epoch 3 Batch 132/269 - Train Accuracy: 0.629, Validation Accuracy: 0.646, Loss: 0.502 Epoch 3 Batch 133/269 - Train Accuracy: 0.646, Validation Accuracy: 0.647, Loss: 0.475 Epoch 3 Batch 134/269 - Train Accuracy: 0.620, Validation Accuracy: 0.645, Loss: 0.500 Epoch 3 Batch 135/269 - Train Accuracy: 0.615, Validation Accuracy: 0.642, Loss: 0.519 Epoch 3 Batch 136/269 - Train Accuracy: 0.614, Validation Accuracy: 0.643, Loss: 0.517 Epoch 3 Batch 137/269 - Train Accuracy: 0.628, Validation Accuracy: 0.646, Loss: 0.512 Epoch 3 Batch 138/269 - Train Accuracy: 0.631, Validation Accuracy: 0.647, Loss: 0.508 Epoch 3 Batch 139/269 - Train Accuracy: 0.661, Validation Accuracy: 0.647, Loss: 0.470 Epoch 3 Batch 140/269 - Train Accuracy: 0.648, Validation Accuracy: 0.652, Loss: 0.496 Epoch 3 Batch 141/269 - Train Accuracy: 0.634, Validation Accuracy: 0.645, Loss: 0.502 Epoch 3 Batch 142/269 - Train Accuracy: 0.652, Validation Accuracy: 0.646, Loss: 0.478 Epoch 3 Batch 143/269 - Train Accuracy: 0.650, Validation Accuracy: 0.638, Loss: 0.482 Epoch 3 Batch 144/269 - Train Accuracy: 0.648, Validation Accuracy: 0.646, Loss: 0.467 Epoch 3 Batch 145/269 - Train Accuracy: 0.648, Validation Accuracy: 0.647, Loss: 0.487 Epoch 3 Batch 146/269 - Train Accuracy: 0.631, Validation Accuracy: 0.637, Loss: 0.475 Epoch 3 Batch 147/269 - Train Accuracy: 0.657, Validation Accuracy: 0.636, Loss: 0.472 Epoch 3 Batch 148/269 - Train Accuracy: 0.632, Validation Accuracy: 0.640, Loss: 0.487 Epoch 3 Batch 149/269 - Train Accuracy: 0.629, Validation Accuracy: 0.636, Loss: 0.488 Epoch 3 Batch 150/269 - Train Accuracy: 0.635, Validation Accuracy: 0.635, Loss: 0.478 Epoch 3 Batch 151/269 - Train Accuracy: 0.671, Validation Accuracy: 0.649, Loss: 0.456 Epoch 3 Batch 152/269 - Train Accuracy: 0.652, Validation Accuracy: 0.654, Loss: 0.481 Epoch 3 Batch 153/269 - Train Accuracy: 0.648, Validation Accuracy: 0.655, Loss: 0.476 Epoch 3 Batch 154/269 - Train Accuracy: 0.631, Validation Accuracy: 0.650, Loss: 0.499 Epoch 3 Batch 155/269 - Train Accuracy: 0.676, Validation Accuracy: 0.651, Loss: 0.455 Epoch 3 Batch 156/269 - Train Accuracy: 0.634, Validation Accuracy: 0.647, Loss: 0.505 Epoch 3 Batch 157/269 - Train Accuracy: 0.632, Validation Accuracy: 0.646, Loss: 0.485 Epoch 3 Batch 158/269 - Train Accuracy: 0.641, Validation Accuracy: 0.648, Loss: 0.490 Epoch 3 Batch 159/269 - Train Accuracy: 0.629, Validation Accuracy: 0.639, Loss: 0.479 Epoch 3 Batch 160/269 - Train Accuracy: 0.640, Validation Accuracy: 0.651, Loss: 0.469 Epoch 3 Batch 161/269 - Train Accuracy: 0.628, Validation Accuracy: 0.652, Loss: 0.480 Epoch 3 Batch 162/269 - Train Accuracy: 0.616, Validation Accuracy: 0.633, Loss: 0.491 Epoch 3 Batch 163/269 - Train Accuracy: 0.632, Validation Accuracy: 0.638, Loss: 0.488 Epoch 3 Batch 164/269 - Train Accuracy: 0.638, Validation Accuracy: 0.642, Loss: 0.480 Epoch 3 Batch 165/269 - Train Accuracy: 0.632, Validation Accuracy: 0.642, Loss: 0.501 Epoch 3 Batch 166/269 - Train Accuracy: 0.648, Validation Accuracy: 0.642, Loss: 0.459 Epoch 3 Batch 167/269 - Train Accuracy: 0.640, Validation Accuracy: 0.647, Loss: 0.482 Epoch 3 Batch 168/269 - Train Accuracy: 0.637, Validation Accuracy: 0.650, Loss: 0.472 Epoch 3 Batch 169/269 - Train Accuracy: 0.637, Validation Accuracy: 0.642, Loss: 0.483 Epoch 3 Batch 170/269 - Train Accuracy: 0.638, Validation Accuracy: 0.644, Loss: 0.475 Epoch 3 Batch 171/269 - Train Accuracy: 0.616, Validation Accuracy: 0.638, Loss: 0.504 Epoch 3 Batch 172/269 - Train Accuracy: 0.617, Validation Accuracy: 0.631, Loss: 0.492 Epoch 3 Batch 173/269 - Train Accuracy: 0.636, Validation Accuracy: 0.644, Loss: 0.466 Epoch 3 Batch 174/269 - Train Accuracy: 0.636, Validation Accuracy: 0.634, Loss: 0.481 Epoch 3 Batch 175/269 - Train Accuracy: 0.641, Validation Accuracy: 0.638, Loss: 0.501 Epoch 3 Batch 176/269 - Train Accuracy: 0.633, Validation Accuracy: 0.648, Loss: 0.506 Epoch 3 Batch 177/269 - Train Accuracy: 0.669, Validation Accuracy: 0.650, Loss: 0.453 Epoch 3 Batch 178/269 - Train Accuracy: 0.632, Validation Accuracy: 0.650, Loss: 0.490 Epoch 3 Batch 179/269 - Train Accuracy: 0.659, Validation Accuracy: 0.649, Loss: 0.483 Epoch 3 Batch 180/269 - Train Accuracy: 0.653, Validation Accuracy: 0.649, Loss: 0.478 Epoch 3 Batch 181/269 - Train Accuracy: 0.636, Validation Accuracy: 0.650, Loss: 0.473 Epoch 3 Batch 182/269 - Train Accuracy: 0.631, Validation Accuracy: 0.627, Loss: 0.476 Epoch 3 Batch 183/269 - Train Accuracy: 0.684, Validation Accuracy: 0.635, Loss: 0.422 Epoch 3 Batch 184/269 - Train Accuracy: 0.621, Validation Accuracy: 0.642, Loss: 0.500 Epoch 3 Batch 185/269 - Train Accuracy: 0.658, Validation Accuracy: 0.651, Loss: 0.465 Epoch 3 Batch 186/269 - Train Accuracy: 0.639, Validation Accuracy: 0.660, Loss: 0.486 Epoch 3 Batch 187/269 - Train Accuracy: 0.662, Validation Accuracy: 0.658, Loss: 0.463 Epoch 3 Batch 188/269 - Train Accuracy: 0.670, Validation Accuracy: 0.658, Loss: 0.460 Epoch 3 Batch 189/269 - Train Accuracy: 0.663, Validation Accuracy: 0.660, Loss: 0.456 Epoch 3 Batch 190/269 - Train Accuracy: 0.658, Validation Accuracy: 0.649, Loss: 0.465 Epoch 3 Batch 191/269 - Train Accuracy: 0.656, Validation Accuracy: 0.654, Loss: 0.464 Epoch 3 Batch 192/269 - Train Accuracy: 0.655, Validation Accuracy: 0.653, Loss: 0.464 Epoch 3 Batch 193/269 - Train Accuracy: 0.653, Validation Accuracy: 0.646, Loss: 0.461 Epoch 3 Batch 194/269 - Train Accuracy: 0.666, Validation Accuracy: 0.649, Loss: 0.466 Epoch 3 Batch 195/269 - Train Accuracy: 0.655, Validation Accuracy: 0.650, Loss: 0.464 Epoch 3 Batch 196/269 - Train Accuracy: 0.633, Validation Accuracy: 0.650, Loss: 0.475 Epoch 3 Batch 197/269 - Train Accuracy: 0.618, Validation Accuracy: 0.656, Loss: 0.491 Epoch 3 Batch 198/269 - Train Accuracy: 0.629, Validation Accuracy: 0.660, Loss: 0.495 Epoch 3 Batch 199/269 - Train Accuracy: 0.640, Validation Accuracy: 0.662, Loss: 0.476 Epoch 3 Batch 200/269 - Train Accuracy: 0.650, Validation Accuracy: 0.665, Loss: 0.490 Epoch 3 Batch 201/269 - Train Accuracy: 0.656, Validation Accuracy: 0.661, Loss: 0.463 Epoch 3 Batch 202/269 - Train Accuracy: 0.655, Validation Accuracy: 0.667, Loss: 0.469 Epoch 3 Batch 203/269 - Train Accuracy: 0.638, Validation Accuracy: 0.660, Loss: 0.492 Epoch 3 Batch 204/269 - Train Accuracy: 0.629, Validation Accuracy: 0.659, Loss: 0.497 Epoch 3 Batch 205/269 - Train Accuracy: 0.638, Validation Accuracy: 0.652, Loss: 0.461 Epoch 3 Batch 206/269 - Train Accuracy: 0.627, Validation Accuracy: 0.643, Loss: 0.485 Epoch 3 Batch 207/269 - Train Accuracy: 0.660, Validation Accuracy: 0.651, Loss: 0.455 Epoch 3 Batch 208/269 - Train Accuracy: 0.646, Validation Accuracy: 0.653, Loss: 0.479 Epoch 3 Batch 209/269 - Train Accuracy: 0.644, Validation Accuracy: 0.660, Loss: 0.474 Epoch 3 Batch 210/269 - Train Accuracy: 0.664, Validation Accuracy: 0.665, Loss: 0.459 Epoch 3 Batch 211/269 - Train Accuracy: 0.648, Validation Accuracy: 0.667, Loss: 0.473 Epoch 3 Batch 212/269 - Train Accuracy: 0.670, Validation Accuracy: 0.667, Loss: 0.464 Epoch 3 Batch 213/269 - Train Accuracy: 0.659, Validation Accuracy: 0.663, Loss: 0.469 Epoch 3 Batch 214/269 - Train Accuracy: 0.675, Validation Accuracy: 0.660, Loss: 0.458 Epoch 3 Batch 215/269 - Train Accuracy: 0.668, Validation Accuracy: 0.658, Loss: 0.436 Epoch 3 Batch 216/269 - Train Accuracy: 0.628, Validation Accuracy: 0.661, Loss: 0.491 Epoch 3 Batch 217/269 - Train Accuracy: 0.622, Validation Accuracy: 0.661, Loss: 0.490 Epoch 3 Batch 218/269 - Train Accuracy: 0.636, Validation Accuracy: 0.663, Loss: 0.473 Epoch 3 Batch 219/269 - Train Accuracy: 0.641, Validation Accuracy: 0.665, Loss: 0.482 Epoch 3 Batch 220/269 - Train Accuracy: 0.664, Validation Accuracy: 0.668, Loss: 0.436 Epoch 3 Batch 221/269 - Train Accuracy: 0.678, Validation Accuracy: 0.670, Loss: 0.451 Epoch 3 Batch 222/269 - Train Accuracy: 0.670, Validation Accuracy: 0.670, Loss: 0.447 Epoch 3 Batch 223/269 - Train Accuracy: 0.658, Validation Accuracy: 0.666, Loss: 0.455 Epoch 3 Batch 224/269 - Train Accuracy: 0.657, Validation Accuracy: 0.665, Loss: 0.469 Epoch 3 Batch 225/269 - Train Accuracy: 0.649, Validation Accuracy: 0.662, Loss: 0.468 Epoch 3 Batch 226/269 - Train Accuracy: 0.653, Validation Accuracy: 0.660, Loss: 0.460 Epoch 3 Batch 227/269 - Train Accuracy: 0.701, Validation Accuracy: 0.652, Loss: 0.404 Epoch 3 Batch 228/269 - Train Accuracy: 0.650, Validation Accuracy: 0.650, Loss: 0.458 Epoch 3 Batch 229/269 - Train Accuracy: 0.659, Validation Accuracy: 0.648, Loss: 0.448 Epoch 3 Batch 230/269 - Train Accuracy: 0.655, Validation Accuracy: 0.652, Loss: 0.466 Epoch 3 Batch 231/269 - Train Accuracy: 0.628, Validation Accuracy: 0.648, Loss: 0.483 Epoch 3 Batch 232/269 - Train Accuracy: 0.633, Validation Accuracy: 0.657, Loss: 0.498 Epoch 3 Batch 233/269 - Train Accuracy: 0.670, Validation Accuracy: 0.663, Loss: 0.467 Epoch 3 Batch 234/269 - Train Accuracy: 0.666, Validation Accuracy: 0.667, Loss: 0.451 Epoch 3 Batch 235/269 - Train Accuracy: 0.669, Validation Accuracy: 0.665, Loss: 0.443 Epoch 3 Batch 236/269 - Train Accuracy: 0.644, Validation Accuracy: 0.666, Loss: 0.453 Epoch 3 Batch 237/269 - Train Accuracy: 0.651, Validation Accuracy: 0.660, Loss: 0.456 Epoch 3 Batch 238/269 - Train Accuracy: 0.675, Validation Accuracy: 0.657, Loss: 0.441 Epoch 3 Batch 239/269 - Train Accuracy: 0.666, Validation Accuracy: 0.656, Loss: 0.450 Epoch 3 Batch 240/269 - Train Accuracy: 0.684, Validation Accuracy: 0.642, Loss: 0.406 Epoch 3 Batch 241/269 - Train Accuracy: 0.648, Validation Accuracy: 0.638, Loss: 0.452 Epoch 3 Batch 242/269 - Train Accuracy: 0.641, Validation Accuracy: 0.651, Loss: 0.457 Epoch 3 Batch 243/269 - Train Accuracy: 0.681, Validation Accuracy: 0.660, Loss: 0.441 Epoch 3 Batch 244/269 - Train Accuracy: 0.645, Validation Accuracy: 0.655, Loss: 0.468 Epoch 3 Batch 245/269 - Train Accuracy: 0.646, Validation Accuracy: 0.667, Loss: 0.477 Epoch 3 Batch 246/269 - Train Accuracy: 0.643, Validation Accuracy: 0.673, Loss: 0.454 Epoch 3 Batch 247/269 - Train Accuracy: 0.633, Validation Accuracy: 0.663, Loss: 0.472 Epoch 3 Batch 248/269 - Train Accuracy: 0.659, Validation Accuracy: 0.655, Loss: 0.453 Epoch 3 Batch 249/269 - Train Accuracy: 0.671, Validation Accuracy: 0.644, Loss: 0.423 Epoch 3 Batch 250/269 - Train Accuracy: 0.649, Validation Accuracy: 0.639, Loss: 0.462 Epoch 3 Batch 251/269 - Train Accuracy: 0.664, Validation Accuracy: 0.645, Loss: 0.444 Epoch 3 Batch 252/269 - Train Accuracy: 0.663, Validation Accuracy: 0.660, Loss: 0.468 Epoch 3 Batch 253/269 - Train Accuracy: 0.651, Validation Accuracy: 0.661, Loss: 0.463 Epoch 3 Batch 254/269 - Train Accuracy: 0.658, Validation Accuracy: 0.658, Loss: 0.467 Epoch 3 Batch 255/269 - Train Accuracy: 0.680, Validation Accuracy: 0.658, Loss: 0.429 Epoch 3 Batch 256/269 - Train Accuracy: 0.647, Validation Accuracy: 0.663, Loss: 0.471 Epoch 3 Batch 257/269 - Train Accuracy: 0.627, Validation Accuracy: 0.654, Loss: 0.462 Epoch 3 Batch 258/269 - Train Accuracy: 0.639, Validation Accuracy: 0.638, Loss: 0.454 Epoch 3 Batch 259/269 - Train Accuracy: 0.652, Validation Accuracy: 0.632, Loss: 0.442 Epoch 3 Batch 260/269 - Train Accuracy: 0.628, Validation Accuracy: 0.645, Loss: 0.478 Epoch 3 Batch 261/269 - Train Accuracy: 0.639, Validation Accuracy: 0.663, Loss: 0.483 Epoch 3 Batch 262/269 - Train Accuracy: 0.649, Validation Accuracy: 0.655, Loss: 0.448 Epoch 3 Batch 263/269 - Train Accuracy: 0.660, Validation Accuracy: 0.670, Loss: 0.472 Epoch 3 Batch 264/269 - Train Accuracy: 0.643, Validation Accuracy: 0.664, Loss: 0.460 Epoch 3 Batch 265/269 - Train Accuracy: 0.649, Validation Accuracy: 0.667, Loss: 0.478 Epoch 3 Batch 266/269 - Train Accuracy: 0.672, Validation Accuracy: 0.663, Loss: 0.446 Epoch 3 Batch 267/269 - Train Accuracy: 0.664, Validation Accuracy: 0.659, Loss: 0.450 Epoch 4 Batch 0/269 - Train Accuracy: 0.636, Validation Accuracy: 0.650, Loss: 0.474 Epoch 4 Batch 1/269 - Train Accuracy: 0.654, Validation Accuracy: 0.650, Loss: 0.464 Epoch 4 Batch 2/269 - Train Accuracy: 0.659, Validation Accuracy: 0.658, Loss: 0.457 Epoch 4 Batch 3/269 - Train Accuracy: 0.661, Validation Accuracy: 0.663, Loss: 0.462 Epoch 4 Batch 4/269 - Train Accuracy: 0.645, Validation Accuracy: 0.665, Loss: 0.479 Epoch 4 Batch 5/269 - Train Accuracy: 0.628, Validation Accuracy: 0.663, Loss: 0.471 Epoch 4 Batch 6/269 - Train Accuracy: 0.668, Validation Accuracy: 0.661, Loss: 0.449 Epoch 4 Batch 7/269 - Train Accuracy: 0.653, Validation Accuracy: 0.648, Loss: 0.437 Epoch 4 Batch 8/269 - Train Accuracy: 0.643, Validation Accuracy: 0.665, Loss: 0.476 Epoch 4 Batch 9/269 - Train Accuracy: 0.653, Validation Accuracy: 0.658, Loss: 0.468 Epoch 4 Batch 10/269 - Train Accuracy: 0.662, Validation Accuracy: 0.669, Loss: 0.471 Epoch 4 Batch 11/269 - Train Accuracy: 0.661, Validation Accuracy: 0.673, Loss: 0.460 Epoch 4 Batch 12/269 - Train Accuracy: 0.635, Validation Accuracy: 0.673, Loss: 0.474 Epoch 4 Batch 13/269 - Train Accuracy: 0.686, Validation Accuracy: 0.669, Loss: 0.418 Epoch 4 Batch 14/269 - Train Accuracy: 0.658, Validation Accuracy: 0.668, Loss: 0.451 Epoch 4 Batch 15/269 - Train Accuracy: 0.640, Validation Accuracy: 0.663, Loss: 0.448 Epoch 4 Batch 16/269 - Train Accuracy: 0.675, Validation Accuracy: 0.654, Loss: 0.443 Epoch 4 Batch 17/269 - Train Accuracy: 0.653, Validation Accuracy: 0.653, Loss: 0.444 Epoch 4 Batch 18/269 - Train Accuracy: 0.644, Validation Accuracy: 0.654, Loss: 0.465 Epoch 4 Batch 19/269 - Train Accuracy: 0.703, Validation Accuracy: 0.672, Loss: 0.418 Epoch 4 Batch 20/269 - Train Accuracy: 0.660, Validation Accuracy: 0.670, Loss: 0.471 Epoch 4 Batch 21/269 - Train Accuracy: 0.649, Validation Accuracy: 0.672, Loss: 0.476 Epoch 4 Batch 22/269 - Train Accuracy: 0.684, Validation Accuracy: 0.669, Loss: 0.437 Epoch 4 Batch 23/269 - Train Accuracy: 0.665, Validation Accuracy: 0.675, Loss: 0.441 Epoch 4 Batch 24/269 - Train Accuracy: 0.644, Validation Accuracy: 0.674, Loss: 0.479 Epoch 4 Batch 25/269 - Train Accuracy: 0.633, Validation Accuracy: 0.669, Loss: 0.476 Epoch 4 Batch 26/269 - Train Accuracy: 0.686, Validation Accuracy: 0.663, Loss: 0.435 Epoch 4 Batch 27/269 - Train Accuracy: 0.641, Validation Accuracy: 0.656, Loss: 0.443 Epoch 4 Batch 28/269 - Train Accuracy: 0.600, Validation Accuracy: 0.641, Loss: 0.494 Epoch 4 Batch 29/269 - Train Accuracy: 0.644, Validation Accuracy: 0.662, Loss: 0.477 Epoch 4 Batch 30/269 - Train Accuracy: 0.671, Validation Accuracy: 0.663, Loss: 0.457 Epoch 4 Batch 31/269 - Train Accuracy: 0.676, Validation Accuracy: 0.671, Loss: 0.434 Epoch 4 Batch 32/269 - Train Accuracy: 0.653, Validation Accuracy: 0.668, Loss: 0.430 Epoch 4 Batch 33/269 - Train Accuracy: 0.679, Validation Accuracy: 0.671, Loss: 0.436 Epoch 4 Batch 34/269 - Train Accuracy: 0.662, Validation Accuracy: 0.674, Loss: 0.439 Epoch 4 Batch 35/269 - Train Accuracy: 0.663, Validation Accuracy: 0.673, Loss: 0.462 Epoch 4 Batch 36/269 - Train Accuracy: 0.670, Validation Accuracy: 0.675, Loss: 0.433 Epoch 4 Batch 37/269 - Train Accuracy: 0.672, Validation Accuracy: 0.670, Loss: 0.435 Epoch 4 Batch 38/269 - Train Accuracy: 0.668, Validation Accuracy: 0.669, Loss: 0.433 Epoch 4 Batch 39/269 - Train Accuracy: 0.670, Validation Accuracy: 0.677, Loss: 0.443 Epoch 4 Batch 40/269 - Train Accuracy: 0.647, Validation Accuracy: 0.674, Loss: 0.465 Epoch 4 Batch 41/269 - Train Accuracy: 0.667, Validation Accuracy: 0.678, Loss: 0.443 Epoch 4 Batch 42/269 - Train Accuracy: 0.685, Validation Accuracy: 0.677, Loss: 0.420 Epoch 4 Batch 43/269 - Train Accuracy: 0.671, Validation Accuracy: 0.677, Loss: 0.447 Epoch 4 Batch 44/269 - Train Accuracy: 0.681, Validation Accuracy: 0.669, Loss: 0.432 Epoch 4 Batch 45/269 - Train Accuracy: 0.660, Validation Accuracy: 0.668, Loss: 0.460 Epoch 4 Batch 46/269 - Train Accuracy: 0.661, Validation Accuracy: 0.672, Loss: 0.456 Epoch 4 Batch 47/269 - Train Accuracy: 0.697, Validation Accuracy: 0.675, Loss: 0.406 Epoch 4 Batch 48/269 - Train Accuracy: 0.683, Validation Accuracy: 0.673, Loss: 0.423 Epoch 4 Batch 49/269 - Train Accuracy: 0.655, Validation Accuracy: 0.675, Loss: 0.442 Epoch 4 Batch 50/269 - Train Accuracy: 0.656, Validation Accuracy: 0.672, Loss: 0.452 Epoch 4 Batch 51/269 - Train Accuracy: 0.661, Validation Accuracy: 0.672, Loss: 0.435 Epoch 4 Batch 52/269 - Train Accuracy: 0.650, Validation Accuracy: 0.668, Loss: 0.419 Epoch 4 Batch 53/269 - Train Accuracy: 0.648, Validation Accuracy: 0.677, Loss: 0.451 Epoch 4 Batch 54/269 - Train Accuracy: 0.687, Validation Accuracy: 0.679, Loss: 0.435 Epoch 4 Batch 55/269 - Train Accuracy: 0.686, Validation Accuracy: 0.689, Loss: 0.433 Epoch 4 Batch 56/269 - Train Accuracy: 0.682, Validation Accuracy: 0.686, Loss: 0.423 Epoch 4 Batch 57/269 - Train Accuracy: 0.687, Validation Accuracy: 0.682, Loss: 0.436 Epoch 4 Batch 58/269 - Train Accuracy: 0.677, Validation Accuracy: 0.675, Loss: 0.415 Epoch 4 Batch 59/269 - Train Accuracy: 0.697, Validation Accuracy: 0.673, Loss: 0.403 Epoch 4 Batch 60/269 - Train Accuracy: 0.671, Validation Accuracy: 0.669, Loss: 0.427 Epoch 4 Batch 61/269 - Train Accuracy: 0.702, Validation Accuracy: 0.673, Loss: 0.406 Epoch 4 Batch 62/269 - Train Accuracy: 0.688, Validation Accuracy: 0.670, Loss: 0.406 Epoch 4 Batch 63/269 - Train Accuracy: 0.673, Validation Accuracy: 0.668, Loss: 0.431 Epoch 4 Batch 64/269 - Train Accuracy: 0.654, Validation Accuracy: 0.667, Loss: 0.426 Epoch 4 Batch 65/269 - Train Accuracy: 0.674, Validation Accuracy: 0.669, Loss: 0.427 Epoch 4 Batch 66/269 - Train Accuracy: 0.659, Validation Accuracy: 0.664, Loss: 0.412 Epoch 4 Batch 67/269 - Train Accuracy: 0.650, Validation Accuracy: 0.652, Loss: 0.428 Epoch 4 Batch 68/269 - Train Accuracy: 0.637, Validation Accuracy: 0.647, Loss: 0.430 Epoch 4 Batch 69/269 - Train Accuracy: 0.639, Validation Accuracy: 0.655, Loss: 0.463 Epoch 4 Batch 70/269 - Train Accuracy: 0.680, Validation Accuracy: 0.664, Loss: 0.415 Epoch 4 Batch 71/269 - Train Accuracy: 0.667, Validation Accuracy: 0.681, Loss: 0.454 Epoch 4 Batch 72/269 - Train Accuracy: 0.669, Validation Accuracy: 0.684, Loss: 0.417 Epoch 4 Batch 73/269 - Train Accuracy: 0.673, Validation Accuracy: 0.681, Loss: 0.416 Epoch 4 Batch 74/269 - Train Accuracy: 0.682, Validation Accuracy: 0.682, Loss: 0.432 Epoch 4 Batch 75/269 - Train Accuracy: 0.635, Validation Accuracy: 0.660, Loss: 0.424 Epoch 4 Batch 76/269 - Train Accuracy: 0.612, Validation Accuracy: 0.649, Loss: 0.438 Epoch 4 Batch 77/269 - Train Accuracy: 0.669, Validation Accuracy: 0.662, Loss: 0.418 Epoch 4 Batch 78/269 - Train Accuracy: 0.690, Validation Accuracy: 0.674, Loss: 0.418 Epoch 4 Batch 79/269 - Train Accuracy: 0.676, Validation Accuracy: 0.683, Loss: 0.424 Epoch 4 Batch 80/269 - Train Accuracy: 0.690, Validation Accuracy: 0.685, Loss: 0.420 Epoch 4 Batch 81/269 - Train Accuracy: 0.684, Validation Accuracy: 0.685, Loss: 0.424 Epoch 4 Batch 82/269 - Train Accuracy: 0.694, Validation Accuracy: 0.688, Loss: 0.408 Epoch 4 Batch 83/269 - Train Accuracy: 0.672, Validation Accuracy: 0.682, Loss: 0.438 Epoch 4 Batch 84/269 - Train Accuracy: 0.678, Validation Accuracy: 0.686, Loss: 0.420 Epoch 4 Batch 85/269 - Train Accuracy: 0.682, Validation Accuracy: 0.680, Loss: 0.430 Epoch 4 Batch 86/269 - Train Accuracy: 0.672, Validation Accuracy: 0.682, Loss: 0.408 Epoch 4 Batch 87/269 - Train Accuracy: 0.637, Validation Accuracy: 0.680, Loss: 0.449 Epoch 4 Batch 88/269 - Train Accuracy: 0.682, Validation Accuracy: 0.689, Loss: 0.415 Epoch 4 Batch 89/269 - Train Accuracy: 0.694, Validation Accuracy: 0.688, Loss: 0.413 Epoch 4 Batch 90/269 - Train Accuracy: 0.650, Validation Accuracy: 0.683, Loss: 0.442 Epoch 4 Batch 91/269 - Train Accuracy: 0.683, Validation Accuracy: 0.683, Loss: 0.410 Epoch 4 Batch 92/269 - Train Accuracy: 0.684, Validation Accuracy: 0.683, Loss: 0.412 Epoch 4 Batch 93/269 - Train Accuracy: 0.684, Validation Accuracy: 0.676, Loss: 0.395 Epoch 4 Batch 94/269 - Train Accuracy: 0.670, Validation Accuracy: 0.674, Loss: 0.420 Epoch 4 Batch 95/269 - Train Accuracy: 0.672, Validation Accuracy: 0.680, Loss: 0.417 Epoch 4 Batch 96/269 - Train Accuracy: 0.674, Validation Accuracy: 0.685, Loss: 0.426 Epoch 4 Batch 97/269 - Train Accuracy: 0.684, Validation Accuracy: 0.690, Loss: 0.418 Epoch 4 Batch 98/269 - Train Accuracy: 0.685, Validation Accuracy: 0.694, Loss: 0.415 Epoch 4 Batch 99/269 - Train Accuracy: 0.687, Validation Accuracy: 0.690, Loss: 0.423 Epoch 4 Batch 100/269 - Train Accuracy: 0.711, Validation Accuracy: 0.689, Loss: 0.407 Epoch 4 Batch 101/269 - Train Accuracy: 0.651, Validation Accuracy: 0.693, Loss: 0.436 Epoch 4 Batch 102/269 - Train Accuracy: 0.682, Validation Accuracy: 0.692, Loss: 0.416 Epoch 4 Batch 103/269 - Train Accuracy: 0.685, Validation Accuracy: 0.689, Loss: 0.401 Epoch 4 Batch 104/269 - Train Accuracy: 0.667, Validation Accuracy: 0.677, Loss: 0.412 Epoch 4 Batch 105/269 - Train Accuracy: 0.677, Validation Accuracy: 0.678, Loss: 0.428 Epoch 4 Batch 106/269 - Train Accuracy: 0.681, Validation Accuracy: 0.679, Loss: 0.409 Epoch 4 Batch 107/269 - Train Accuracy: 0.665, Validation Accuracy: 0.679, Loss: 0.436 Epoch 4 Batch 108/269 - Train Accuracy: 0.678, Validation Accuracy: 0.677, Loss: 0.413 Epoch 4 Batch 109/269 - Train Accuracy: 0.650, Validation Accuracy: 0.677, Loss: 0.420 Epoch 4 Batch 110/269 - Train Accuracy: 0.665, Validation Accuracy: 0.675, Loss: 0.405 Epoch 4 Batch 111/269 - Train Accuracy: 0.649, Validation Accuracy: 0.676, Loss: 0.426 Epoch 4 Batch 112/269 - Train Accuracy: 0.664, Validation Accuracy: 0.671, Loss: 0.412 Epoch 4 Batch 113/269 - Train Accuracy: 0.676, Validation Accuracy: 0.679, Loss: 0.401 Epoch 4 Batch 114/269 - Train Accuracy: 0.661, Validation Accuracy: 0.680, Loss: 0.412 Epoch 4 Batch 115/269 - Train Accuracy: 0.666, Validation Accuracy: 0.694, Loss: 0.445 Epoch 4 Batch 116/269 - Train Accuracy: 0.685, Validation Accuracy: 0.688, Loss: 0.408 Epoch 4 Batch 117/269 - Train Accuracy: 0.675, Validation Accuracy: 0.684, Loss: 0.414 Epoch 4 Batch 118/269 - Train Accuracy: 0.708, Validation Accuracy: 0.692, Loss: 0.403 Epoch 4 Batch 119/269 - Train Accuracy: 0.669, Validation Accuracy: 0.688, Loss: 0.416 Epoch 4 Batch 120/269 - Train Accuracy: 0.677, Validation Accuracy: 0.690, Loss: 0.432 Epoch 4 Batch 121/269 - Train Accuracy: 0.678, Validation Accuracy: 0.692, Loss: 0.408 Epoch 4 Batch 122/269 - Train Accuracy: 0.689, Validation Accuracy: 0.684, Loss: 0.403 Epoch 4 Batch 123/269 - Train Accuracy: 0.673, Validation Accuracy: 0.693, Loss: 0.431 Epoch 4 Batch 124/269 - Train Accuracy: 0.691, Validation Accuracy: 0.692, Loss: 0.407 Epoch 4 Batch 125/269 - Train Accuracy: 0.680, Validation Accuracy: 0.683, Loss: 0.415 Epoch 4 Batch 126/269 - Train Accuracy: 0.682, Validation Accuracy: 0.687, Loss: 0.411 Epoch 4 Batch 127/269 - Train Accuracy: 0.662, Validation Accuracy: 0.689, Loss: 0.416 Epoch 4 Batch 128/269 - Train Accuracy: 0.690, Validation Accuracy: 0.686, Loss: 0.404 Epoch 4 Batch 129/269 - Train Accuracy: 0.689, Validation Accuracy: 0.683, Loss: 0.399 Epoch 4 Batch 130/269 - Train Accuracy: 0.661, Validation Accuracy: 0.684, Loss: 0.422 Epoch 4 Batch 131/269 - Train Accuracy: 0.661, Validation Accuracy: 0.681, Loss: 0.421 Epoch 4 Batch 132/269 - Train Accuracy: 0.666, Validation Accuracy: 0.676, Loss: 0.420 Epoch 4 Batch 133/269 - Train Accuracy: 0.703, Validation Accuracy: 0.683, Loss: 0.399 Epoch 4 Batch 134/269 - Train Accuracy: 0.668, Validation Accuracy: 0.684, Loss: 0.416 Epoch 4 Batch 135/269 - Train Accuracy: 0.648, Validation Accuracy: 0.685, Loss: 0.438 Epoch 4 Batch 136/269 - Train Accuracy: 0.661, Validation Accuracy: 0.687, Loss: 0.433 Epoch 4 Batch 137/269 - Train Accuracy: 0.669, Validation Accuracy: 0.678, Loss: 0.428 Epoch 4 Batch 138/269 - Train Accuracy: 0.684, Validation Accuracy: 0.685, Loss: 0.428 Epoch 4 Batch 139/269 - Train Accuracy: 0.705, Validation Accuracy: 0.693, Loss: 0.394 Epoch 4 Batch 140/269 - Train Accuracy: 0.687, Validation Accuracy: 0.695, Loss: 0.414 Epoch 4 Batch 141/269 - Train Accuracy: 0.687, Validation Accuracy: 0.692, Loss: 0.414 Epoch 4 Batch 142/269 - Train Accuracy: 0.691, Validation Accuracy: 0.693, Loss: 0.397 Epoch 4 Batch 143/269 - Train Accuracy: 0.699, Validation Accuracy: 0.688, Loss: 0.402 Epoch 4 Batch 144/269 - Train Accuracy: 0.706, Validation Accuracy: 0.687, Loss: 0.384 Epoch 4 Batch 145/269 - Train Accuracy: 0.689, Validation Accuracy: 0.684, Loss: 0.401 Epoch 4 Batch 146/269 - Train Accuracy: 0.682, Validation Accuracy: 0.675, Loss: 0.394 Epoch 4 Batch 147/269 - Train Accuracy: 0.692, Validation Accuracy: 0.679, Loss: 0.390 Epoch 4 Batch 148/269 - Train Accuracy: 0.682, Validation Accuracy: 0.687, Loss: 0.404 Epoch 4 Batch 149/269 - Train Accuracy: 0.678, Validation Accuracy: 0.688, Loss: 0.403 Epoch 4 Batch 150/269 - Train Accuracy: 0.684, Validation Accuracy: 0.687, Loss: 0.397 Epoch 4 Batch 151/269 - Train Accuracy: 0.709, Validation Accuracy: 0.693, Loss: 0.378 Epoch 4 Batch 152/269 - Train Accuracy: 0.696, Validation Accuracy: 0.695, Loss: 0.399 Epoch 4 Batch 153/269 - Train Accuracy: 0.690, Validation Accuracy: 0.696, Loss: 0.397 Epoch 4 Batch 154/269 - Train Accuracy: 0.683, Validation Accuracy: 0.690, Loss: 0.415 Epoch 4 Batch 155/269 - Train Accuracy: 0.695, Validation Accuracy: 0.687, Loss: 0.378 Epoch 4 Batch 156/269 - Train Accuracy: 0.681, Validation Accuracy: 0.691, Loss: 0.416 Epoch 4 Batch 157/269 - Train Accuracy: 0.684, Validation Accuracy: 0.694, Loss: 0.405 Epoch 4 Batch 158/269 - Train Accuracy: 0.685, Validation Accuracy: 0.699, Loss: 0.405 Epoch 4 Batch 159/269 - Train Accuracy: 0.692, Validation Accuracy: 0.695, Loss: 0.392 Epoch 4 Batch 160/269 - Train Accuracy: 0.684, Validation Accuracy: 0.696, Loss: 0.382 Epoch 4 Batch 161/269 - Train Accuracy: 0.673, Validation Accuracy: 0.689, Loss: 0.397 Epoch 4 Batch 162/269 - Train Accuracy: 0.683, Validation Accuracy: 0.688, Loss: 0.408 Epoch 4 Batch 163/269 - Train Accuracy: 0.686, Validation Accuracy: 0.689, Loss: 0.401 Epoch 4 Batch 164/269 - Train Accuracy: 0.689, Validation Accuracy: 0.695, Loss: 0.391 Epoch 4 Batch 165/269 - Train Accuracy: 0.664, Validation Accuracy: 0.680, Loss: 0.410 Epoch 4 Batch 166/269 - Train Accuracy: 0.698, Validation Accuracy: 0.680, Loss: 0.380 Epoch 4 Batch 167/269 - Train Accuracy: 0.687, Validation Accuracy: 0.689, Loss: 0.397 Epoch 4 Batch 168/269 - Train Accuracy: 0.690, Validation Accuracy: 0.698, Loss: 0.390 Epoch 4 Batch 169/269 - Train Accuracy: 0.694, Validation Accuracy: 0.697, Loss: 0.399 Epoch 4 Batch 170/269 - Train Accuracy: 0.689, Validation Accuracy: 0.689, Loss: 0.385 Epoch 4 Batch 171/269 - Train Accuracy: 0.677, Validation Accuracy: 0.693, Loss: 0.414 Epoch 4 Batch 172/269 - Train Accuracy: 0.674, Validation Accuracy: 0.691, Loss: 0.401 Epoch 4 Batch 173/269 - Train Accuracy: 0.689, Validation Accuracy: 0.691, Loss: 0.380 Epoch 4 Batch 174/269 - Train Accuracy: 0.688, Validation Accuracy: 0.691, Loss: 0.391 Epoch 4 Batch 175/269 - Train Accuracy: 0.703, Validation Accuracy: 0.699, Loss: 0.409 Epoch 4 Batch 176/269 - Train Accuracy: 0.682, Validation Accuracy: 0.706, Loss: 0.416 Epoch 4 Batch 177/269 - Train Accuracy: 0.710, Validation Accuracy: 0.705, Loss: 0.368 Epoch 4 Batch 178/269 - Train Accuracy: 0.690, Validation Accuracy: 0.700, Loss: 0.399 Epoch 4 Batch 179/269 - Train Accuracy: 0.690, Validation Accuracy: 0.691, Loss: 0.391 Epoch 4 Batch 180/269 - Train Accuracy: 0.696, Validation Accuracy: 0.689, Loss: 0.391 Epoch 4 Batch 181/269 - Train Accuracy: 0.675, Validation Accuracy: 0.687, Loss: 0.393 Epoch 4 Batch 182/269 - Train Accuracy: 0.701, Validation Accuracy: 0.686, Loss: 0.393 Epoch 4 Batch 183/269 - Train Accuracy: 0.723, Validation Accuracy: 0.687, Loss: 0.347 Epoch 4 Batch 184/269 - Train Accuracy: 0.673, Validation Accuracy: 0.693, Loss: 0.413 Epoch 4 Batch 185/269 - Train Accuracy: 0.696, Validation Accuracy: 0.697, Loss: 0.387 Epoch 4 Batch 186/269 - Train Accuracy: 0.674, Validation Accuracy: 0.689, Loss: 0.400 Epoch 4 Batch 187/269 - Train Accuracy: 0.684, Validation Accuracy: 0.694, Loss: 0.389 Epoch 4 Batch 188/269 - Train Accuracy: 0.695, Validation Accuracy: 0.698, Loss: 0.380 Epoch 4 Batch 189/269 - Train Accuracy: 0.702, Validation Accuracy: 0.691, Loss: 0.375 Epoch 4 Batch 190/269 - Train Accuracy: 0.711, Validation Accuracy: 0.686, Loss: 0.384 Epoch 4 Batch 191/269 - Train Accuracy: 0.703, Validation Accuracy: 0.680, Loss: 0.381 Epoch 4 Batch 192/269 - Train Accuracy: 0.684, Validation Accuracy: 0.684, Loss: 0.382 Epoch 4 Batch 193/269 - Train Accuracy: 0.700, Validation Accuracy: 0.682, Loss: 0.386 Epoch 4 Batch 194/269 - Train Accuracy: 0.705, Validation Accuracy: 0.678, Loss: 0.391 Epoch 4 Batch 195/269 - Train Accuracy: 0.689, Validation Accuracy: 0.689, Loss: 0.393 Epoch 4 Batch 196/269 - Train Accuracy: 0.677, Validation Accuracy: 0.691, Loss: 0.391 Epoch 4 Batch 197/269 - Train Accuracy: 0.656, Validation Accuracy: 0.685, Loss: 0.406 Epoch 4 Batch 198/269 - Train Accuracy: 0.667, Validation Accuracy: 0.683, Loss: 0.407 Epoch 4 Batch 199/269 - Train Accuracy: 0.669, Validation Accuracy: 0.676, Loss: 0.389 Epoch 4 Batch 200/269 - Train Accuracy: 0.699, Validation Accuracy: 0.695, Loss: 0.402 Epoch 4 Batch 201/269 - Train Accuracy: 0.690, Validation Accuracy: 0.693, Loss: 0.384 Epoch 4 Batch 202/269 - Train Accuracy: 0.699, Validation Accuracy: 0.692, Loss: 0.379 Epoch 4 Batch 203/269 - Train Accuracy: 0.678, Validation Accuracy: 0.693, Loss: 0.407 Epoch 4 Batch 204/269 - Train Accuracy: 0.676, Validation Accuracy: 0.690, Loss: 0.410 Epoch 4 Batch 205/269 - Train Accuracy: 0.676, Validation Accuracy: 0.673, Loss: 0.382 Epoch 4 Batch 206/269 - Train Accuracy: 0.682, Validation Accuracy: 0.682, Loss: 0.400 Epoch 4 Batch 207/269 - Train Accuracy: 0.701, Validation Accuracy: 0.693, Loss: 0.376 Epoch 4 Batch 208/269 - Train Accuracy: 0.686, Validation Accuracy: 0.701, Loss: 0.396 Epoch 4 Batch 209/269 - Train Accuracy: 0.690, Validation Accuracy: 0.697, Loss: 0.391 Epoch 4 Batch 210/269 - Train Accuracy: 0.698, Validation Accuracy: 0.704, Loss: 0.377 Epoch 4 Batch 211/269 - Train Accuracy: 0.699, Validation Accuracy: 0.705, Loss: 0.394 Epoch 4 Batch 212/269 - Train Accuracy: 0.703, Validation Accuracy: 0.699, Loss: 0.386 Epoch 4 Batch 213/269 - Train Accuracy: 0.689, Validation Accuracy: 0.693, Loss: 0.389 Epoch 4 Batch 214/269 - Train Accuracy: 0.701, Validation Accuracy: 0.699, Loss: 0.378 Epoch 4 Batch 215/269 - Train Accuracy: 0.709, Validation Accuracy: 0.692, Loss: 0.362 Epoch 4 Batch 216/269 - Train Accuracy: 0.664, Validation Accuracy: 0.690, Loss: 0.405 Epoch 4 Batch 217/269 - Train Accuracy: 0.661, Validation Accuracy: 0.693, Loss: 0.406 Epoch 4 Batch 218/269 - Train Accuracy: 0.684, Validation Accuracy: 0.699, Loss: 0.386 Epoch 4 Batch 219/269 - Train Accuracy: 0.689, Validation Accuracy: 0.705, Loss: 0.397 Epoch 4 Batch 220/269 - Train Accuracy: 0.709, Validation Accuracy: 0.700, Loss: 0.358 Epoch 4 Batch 221/269 - Train Accuracy: 0.709, Validation Accuracy: 0.703, Loss: 0.375 Epoch 4 Batch 222/269 - Train Accuracy: 0.706, Validation Accuracy: 0.705, Loss: 0.368 Epoch 4 Batch 223/269 - Train Accuracy: 0.688, Validation Accuracy: 0.705, Loss: 0.373 Epoch 4 Batch 224/269 - Train Accuracy: 0.695, Validation Accuracy: 0.705, Loss: 0.381 Epoch 4 Batch 225/269 - Train Accuracy: 0.693, Validation Accuracy: 0.700, Loss: 0.379 Epoch 4 Batch 226/269 - Train Accuracy: 0.692, Validation Accuracy: 0.700, Loss: 0.382 Epoch 4 Batch 227/269 - Train Accuracy: 0.729, Validation Accuracy: 0.689, Loss: 0.337 Epoch 4 Batch 228/269 - Train Accuracy: 0.695, Validation Accuracy: 0.681, Loss: 0.373 Epoch 4 Batch 229/269 - Train Accuracy: 0.678, Validation Accuracy: 0.685, Loss: 0.368 Epoch 4 Batch 230/269 - Train Accuracy: 0.687, Validation Accuracy: 0.692, Loss: 0.394 Epoch 4 Batch 231/269 - Train Accuracy: 0.662, Validation Accuracy: 0.696, Loss: 0.407 Epoch 4 Batch 232/269 - Train Accuracy: 0.670, Validation Accuracy: 0.701, Loss: 0.418 Epoch 4 Batch 233/269 - Train Accuracy: 0.705, Validation Accuracy: 0.705, Loss: 0.381 Epoch 4 Batch 234/269 - Train Accuracy: 0.709, Validation Accuracy: 0.700, Loss: 0.372 Epoch 4 Batch 235/269 - Train Accuracy: 0.706, Validation Accuracy: 0.701, Loss: 0.370 Epoch 4 Batch 236/269 - Train Accuracy: 0.691, Validation Accuracy: 0.699, Loss: 0.372 Epoch 4 Batch 237/269 - Train Accuracy: 0.698, Validation Accuracy: 0.693, Loss: 0.376 Epoch 4 Batch 238/269 - Train Accuracy: 0.705, Validation Accuracy: 0.691, Loss: 0.357 Epoch 4 Batch 239/269 - Train Accuracy: 0.687, Validation Accuracy: 0.681, Loss: 0.376 Epoch 4 Batch 240/269 - Train Accuracy: 0.721, Validation Accuracy: 0.682, Loss: 0.335 Epoch 4 Batch 241/269 - Train Accuracy: 0.696, Validation Accuracy: 0.680, Loss: 0.372 Epoch 4 Batch 242/269 - Train Accuracy: 0.693, Validation Accuracy: 0.688, Loss: 0.379 Epoch 4 Batch 243/269 - Train Accuracy: 0.717, Validation Accuracy: 0.705, Loss: 0.362 Epoch 4 Batch 244/269 - Train Accuracy: 0.691, Validation Accuracy: 0.709, Loss: 0.386 Epoch 4 Batch 245/269 - Train Accuracy: 0.699, Validation Accuracy: 0.717, Loss: 0.390 Epoch 4 Batch 246/269 - Train Accuracy: 0.692, Validation Accuracy: 0.707, Loss: 0.371 Epoch 4 Batch 247/269 - Train Accuracy: 0.686, Validation Accuracy: 0.695, Loss: 0.383 Epoch 4 Batch 248/269 - Train Accuracy: 0.685, Validation Accuracy: 0.703, Loss: 0.377 Epoch 4 Batch 249/269 - Train Accuracy: 0.706, Validation Accuracy: 0.689, Loss: 0.347 Epoch 4 Batch 250/269 - Train Accuracy: 0.689, Validation Accuracy: 0.693, Loss: 0.377 Epoch 4 Batch 251/269 - Train Accuracy: 0.687, Validation Accuracy: 0.683, Loss: 0.366 Epoch 4 Batch 252/269 - Train Accuracy: 0.685, Validation Accuracy: 0.687, Loss: 0.385 Epoch 4 Batch 253/269 - Train Accuracy: 0.686, Validation Accuracy: 0.701, Loss: 0.383 Epoch 4 Batch 254/269 - Train Accuracy: 0.698, Validation Accuracy: 0.707, Loss: 0.378 Epoch 4 Batch 255/269 - Train Accuracy: 0.725, Validation Accuracy: 0.712, Loss: 0.351 Epoch 4 Batch 256/269 - Train Accuracy: 0.688, Validation Accuracy: 0.708, Loss: 0.378 Epoch 4 Batch 257/269 - Train Accuracy: 0.675, Validation Accuracy: 0.694, Loss: 0.381 Epoch 4 Batch 258/269 - Train Accuracy: 0.668, Validation Accuracy: 0.674, Loss: 0.370 Epoch 4 Batch 259/269 - Train Accuracy: 0.680, Validation Accuracy: 0.673, Loss: 0.356 Epoch 4 Batch 260/269 - Train Accuracy: 0.664, Validation Accuracy: 0.682, Loss: 0.385 Epoch 4 Batch 261/269 - Train Accuracy: 0.688, Validation Accuracy: 0.693, Loss: 0.388 Epoch 4 Batch 262/269 - Train Accuracy: 0.706, Validation Accuracy: 0.706, Loss: 0.354 Epoch 4 Batch 263/269 - Train Accuracy: 0.698, Validation Accuracy: 0.708, Loss: 0.374 Epoch 4 Batch 264/269 - Train Accuracy: 0.682, Validation Accuracy: 0.708, Loss: 0.370 Epoch 4 Batch 265/269 - Train Accuracy: 0.681, Validation Accuracy: 0.704, Loss: 0.383 Epoch 4 Batch 266/269 - Train Accuracy: 0.707, Validation Accuracy: 0.694, Loss: 0.359 Epoch 4 Batch 267/269 - Train Accuracy: 0.695, Validation Accuracy: 0.692, Loss: 0.366 Epoch 5 Batch 0/269 - Train Accuracy: 0.668, Validation Accuracy: 0.685, Loss: 0.378 Epoch 5 Batch 1/269 - Train Accuracy: 0.677, Validation Accuracy: 0.685, Loss: 0.368 Epoch 5 Batch 2/269 - Train Accuracy: 0.692, Validation Accuracy: 0.691, Loss: 0.363 Epoch 5 Batch 3/269 - Train Accuracy: 0.696, Validation Accuracy: 0.697, Loss: 0.369 Epoch 5 Batch 4/269 - Train Accuracy: 0.678, Validation Accuracy: 0.705, Loss: 0.385 Epoch 5 Batch 5/269 - Train Accuracy: 0.678, Validation Accuracy: 0.692, Loss: 0.373 Epoch 5 Batch 6/269 - Train Accuracy: 0.706, Validation Accuracy: 0.696, Loss: 0.360 Epoch 5 Batch 7/269 - Train Accuracy: 0.706, Validation Accuracy: 0.703, Loss: 0.349 Epoch 5 Batch 8/269 - Train Accuracy: 0.685, Validation Accuracy: 0.702, Loss: 0.379 Epoch 5 Batch 9/269 - Train Accuracy: 0.691, Validation Accuracy: 0.700, Loss: 0.374 Epoch 5 Batch 10/269 - Train Accuracy: 0.708, Validation Accuracy: 0.703, Loss: 0.378 Epoch 5 Batch 11/269 - Train Accuracy: 0.705, Validation Accuracy: 0.715, Loss: 0.371 Epoch 5 Batch 12/269 - Train Accuracy: 0.672, Validation Accuracy: 0.706, Loss: 0.378 Epoch 5 Batch 13/269 - Train Accuracy: 0.729, Validation Accuracy: 0.709, Loss: 0.335 Epoch 5 Batch 14/269 - Train Accuracy: 0.698, Validation Accuracy: 0.709, Loss: 0.363 Epoch 5 Batch 15/269 - Train Accuracy: 0.688, Validation Accuracy: 0.707, Loss: 0.356 Epoch 5 Batch 16/269 - Train Accuracy: 0.730, Validation Accuracy: 0.707, Loss: 0.352 Epoch 5 Batch 17/269 - Train Accuracy: 0.695, Validation Accuracy: 0.700, Loss: 0.352 Epoch 5 Batch 18/269 - Train Accuracy: 0.683, Validation Accuracy: 0.693, Loss: 0.370 Epoch 5 Batch 19/269 - Train Accuracy: 0.729, Validation Accuracy: 0.700, Loss: 0.327 Epoch 5 Batch 20/269 - Train Accuracy: 0.694, Validation Accuracy: 0.698, Loss: 0.371 Epoch 5 Batch 21/269 - Train Accuracy: 0.702, Validation Accuracy: 0.711, Loss: 0.380 Epoch 5 Batch 22/269 - Train Accuracy: 0.727, Validation Accuracy: 0.720, Loss: 0.347 Epoch 5 Batch 23/269 - Train Accuracy: 0.719, Validation Accuracy: 0.725, Loss: 0.342 Epoch 5 Batch 24/269 - Train Accuracy: 0.693, Validation Accuracy: 0.720, Loss: 0.371 Epoch 5 Batch 25/269 - Train Accuracy: 0.693, Validation Accuracy: 0.720, Loss: 0.371 Epoch 5 Batch 26/269 - Train Accuracy: 0.727, Validation Accuracy: 0.704, Loss: 0.332 Epoch 5 Batch 27/269 - Train Accuracy: 0.691, Validation Accuracy: 0.706, Loss: 0.349 Epoch 5 Batch 28/269 - Train Accuracy: 0.657, Validation Accuracy: 0.697, Loss: 0.382 Epoch 5 Batch 29/269 - Train Accuracy: 0.696, Validation Accuracy: 0.697, Loss: 0.378 Epoch 5 Batch 30/269 - Train Accuracy: 0.696, Validation Accuracy: 0.699, Loss: 0.357 Epoch 5 Batch 31/269 - Train Accuracy: 0.714, Validation Accuracy: 0.710, Loss: 0.341 Epoch 5 Batch 32/269 - Train Accuracy: 0.693, Validation Accuracy: 0.703, Loss: 0.338 Epoch 5 Batch 33/269 - Train Accuracy: 0.718, Validation Accuracy: 0.704, Loss: 0.349 Epoch 5 Batch 34/269 - Train Accuracy: 0.702, Validation Accuracy: 0.703, Loss: 0.346 Epoch 5 Batch 35/269 - Train Accuracy: 0.693, Validation Accuracy: 0.703, Loss: 0.376 Epoch 5 Batch 36/269 - Train Accuracy: 0.709, Validation Accuracy: 0.708, Loss: 0.355 Epoch 5 Batch 37/269 - Train Accuracy: 0.717, Validation Accuracy: 0.709, Loss: 0.348 Epoch 5 Batch 38/269 - Train Accuracy: 0.705, Validation Accuracy: 0.707, Loss: 0.344 Epoch 5 Batch 39/269 - Train Accuracy: 0.710, Validation Accuracy: 0.697, Loss: 0.349 Epoch 5 Batch 40/269 - Train Accuracy: 0.695, Validation Accuracy: 0.701, Loss: 0.381 Epoch 5 Batch 41/269 - Train Accuracy: 0.697, Validation Accuracy: 0.707, Loss: 0.354 Epoch 5 Batch 42/269 - Train Accuracy: 0.716, Validation Accuracy: 0.711, Loss: 0.330 Epoch 5 Batch 43/269 - Train Accuracy: 0.702, Validation Accuracy: 0.707, Loss: 0.356 Epoch 5 Batch 44/269 - Train Accuracy: 0.723, Validation Accuracy: 0.706, Loss: 0.346 Epoch 5 Batch 45/269 - Train Accuracy: 0.695, Validation Accuracy: 0.697, Loss: 0.367 Epoch 5 Batch 46/269 - Train Accuracy: 0.702, Validation Accuracy: 0.702, Loss: 0.361 Epoch 5 Batch 47/269 - Train Accuracy: 0.726, Validation Accuracy: 0.709, Loss: 0.324 Epoch 5 Batch 48/269 - Train Accuracy: 0.718, Validation Accuracy: 0.704, Loss: 0.332 Epoch 5 Batch 49/269 - Train Accuracy: 0.696, Validation Accuracy: 0.712, Loss: 0.355 Epoch 5 Batch 50/269 - Train Accuracy: 0.710, Validation Accuracy: 0.709, Loss: 0.355 Epoch 5 Batch 51/269 - Train Accuracy: 0.694, Validation Accuracy: 0.703, Loss: 0.350 Epoch 5 Batch 52/269 - Train Accuracy: 0.691, Validation Accuracy: 0.706, Loss: 0.342 Epoch 5 Batch 53/269 - Train Accuracy: 0.679, Validation Accuracy: 0.698, Loss: 0.354 Epoch 5 Batch 54/269 - Train Accuracy: 0.717, Validation Accuracy: 0.710, Loss: 0.351 Epoch 5 Batch 55/269 - Train Accuracy: 0.705, Validation Accuracy: 0.702, Loss: 0.345 Epoch 5 Batch 56/269 - Train Accuracy: 0.720, Validation Accuracy: 0.715, Loss: 0.347 Epoch 5 Batch 57/269 - Train Accuracy: 0.702, Validation Accuracy: 0.710, Loss: 0.346 Epoch 5 Batch 58/269 - Train Accuracy: 0.711, Validation Accuracy: 0.717, Loss: 0.337 Epoch 5 Batch 59/269 - Train Accuracy: 0.740, Validation Accuracy: 0.714, Loss: 0.323 Epoch 5 Batch 60/269 - Train Accuracy: 0.703, Validation Accuracy: 0.706, Loss: 0.347 Epoch 5 Batch 61/269 - Train Accuracy: 0.728, Validation Accuracy: 0.703, Loss: 0.323 Epoch 5 Batch 62/269 - Train Accuracy: 0.716, Validation Accuracy: 0.707, Loss: 0.334 Epoch 5 Batch 63/269 - Train Accuracy: 0.719, Validation Accuracy: 0.710, Loss: 0.342 Epoch 5 Batch 64/269 - Train Accuracy: 0.698, Validation Accuracy: 0.697, Loss: 0.343 Epoch 5 Batch 65/269 - Train Accuracy: 0.695, Validation Accuracy: 0.696, Loss: 0.340 Epoch 5 Batch 66/269 - Train Accuracy: 0.696, Validation Accuracy: 0.697, Loss: 0.333 Epoch 5 Batch 67/269 - Train Accuracy: 0.688, Validation Accuracy: 0.697, Loss: 0.347 Epoch 5 Batch 68/269 - Train Accuracy: 0.676, Validation Accuracy: 0.692, Loss: 0.345 Epoch 5 Batch 69/269 - Train Accuracy: 0.669, Validation Accuracy: 0.700, Loss: 0.375 Epoch 5 Batch 70/269 - Train Accuracy: 0.715, Validation Accuracy: 0.704, Loss: 0.332 Epoch 5 Batch 71/269 - Train Accuracy: 0.698, Validation Accuracy: 0.707, Loss: 0.364 Epoch 5 Batch 72/269 - Train Accuracy: 0.704, Validation Accuracy: 0.723, Loss: 0.337 Epoch 5 Batch 73/269 - Train Accuracy: 0.697, Validation Accuracy: 0.722, Loss: 0.334 Epoch 5 Batch 74/269 - Train Accuracy: 0.703, Validation Accuracy: 0.714, Loss: 0.346 Epoch 5 Batch 75/269 - Train Accuracy: 0.678, Validation Accuracy: 0.694, Loss: 0.341 Epoch 5 Batch 76/269 - Train Accuracy: 0.659, Validation Accuracy: 0.688, Loss: 0.351 Epoch 5 Batch 77/269 - Train Accuracy: 0.714, Validation Accuracy: 0.698, Loss: 0.335 Epoch 5 Batch 78/269 - Train Accuracy: 0.723, Validation Accuracy: 0.715, Loss: 0.338 Epoch 5 Batch 79/269 - Train Accuracy: 0.715, Validation Accuracy: 0.705, Loss: 0.339 Epoch 5 Batch 80/269 - Train Accuracy: 0.719, Validation Accuracy: 0.712, Loss: 0.342 Epoch 5 Batch 81/269 - Train Accuracy: 0.715, Validation Accuracy: 0.713, Loss: 0.337 Epoch 5 Batch 82/269 - Train Accuracy: 0.722, Validation Accuracy: 0.717, Loss: 0.325 Epoch 5 Batch 83/269 - Train Accuracy: 0.695, Validation Accuracy: 0.700, Loss: 0.352 Epoch 5 Batch 84/269 - Train Accuracy: 0.702, Validation Accuracy: 0.702, Loss: 0.332 Epoch 5 Batch 85/269 - Train Accuracy: 0.707, Validation Accuracy: 0.694, Loss: 0.339 Epoch 5 Batch 86/269 - Train Accuracy: 0.697, Validation Accuracy: 0.700, Loss: 0.328 Epoch 5 Batch 87/269 - Train Accuracy: 0.681, Validation Accuracy: 0.695, Loss: 0.354 Epoch 5 Batch 88/269 - Train Accuracy: 0.718, Validation Accuracy: 0.708, Loss: 0.329 Epoch 5 Batch 89/269 - Train Accuracy: 0.731, Validation Accuracy: 0.717, Loss: 0.327 Epoch 5 Batch 90/269 - Train Accuracy: 0.674, Validation Accuracy: 0.719, Loss: 0.356 Epoch 5 Batch 91/269 - Train Accuracy: 0.711, Validation Accuracy: 0.707, Loss: 0.328 Epoch 5 Batch 92/269 - Train Accuracy: 0.702, Validation Accuracy: 0.699, Loss: 0.333 Epoch 5 Batch 93/269 - Train Accuracy: 0.715, Validation Accuracy: 0.700, Loss: 0.311 Epoch 5 Batch 94/269 - Train Accuracy: 0.704, Validation Accuracy: 0.716, Loss: 0.341 Epoch 5 Batch 95/269 - Train Accuracy: 0.708, Validation Accuracy: 0.710, Loss: 0.328 Epoch 5 Batch 96/269 - Train Accuracy: 0.707, Validation Accuracy: 0.712, Loss: 0.336 Epoch 5 Batch 97/269 - Train Accuracy: 0.707, Validation Accuracy: 0.710, Loss: 0.335 Epoch 5 Batch 98/269 - Train Accuracy: 0.720, Validation Accuracy: 0.718, Loss: 0.331 Epoch 5 Batch 99/269 - Train Accuracy: 0.718, Validation Accuracy: 0.716, Loss: 0.333 Epoch 5 Batch 100/269 - Train Accuracy: 0.743, Validation Accuracy: 0.724, Loss: 0.326 Epoch 5 Batch 101/269 - Train Accuracy: 0.693, Validation Accuracy: 0.725, Loss: 0.350 Epoch 5 Batch 102/269 - Train Accuracy: 0.711, Validation Accuracy: 0.715, Loss: 0.331 Epoch 5 Batch 103/269 - Train Accuracy: 0.714, Validation Accuracy: 0.709, Loss: 0.323 Epoch 5 Batch 104/269 - Train Accuracy: 0.714, Validation Accuracy: 0.710, Loss: 0.332 Epoch 5 Batch 105/269 - Train Accuracy: 0.699, Validation Accuracy: 0.705, Loss: 0.339 Epoch 5 Batch 106/269 - Train Accuracy: 0.705, Validation Accuracy: 0.703, Loss: 0.325 Epoch 5 Batch 107/269 - Train Accuracy: 0.694, Validation Accuracy: 0.698, Loss: 0.343 Epoch 5 Batch 108/269 - Train Accuracy: 0.707, Validation Accuracy: 0.706, Loss: 0.326 Epoch 5 Batch 109/269 - Train Accuracy: 0.687, Validation Accuracy: 0.695, Loss: 0.329 Epoch 5 Batch 110/269 - Train Accuracy: 0.705, Validation Accuracy: 0.700, Loss: 0.318 Epoch 5 Batch 111/269 - Train Accuracy: 0.677, Validation Accuracy: 0.706, Loss: 0.335 Epoch 5 Batch 112/269 - Train Accuracy: 0.724, Validation Accuracy: 0.709, Loss: 0.329 Epoch 5 Batch 113/269 - Train Accuracy: 0.712, Validation Accuracy: 0.706, Loss: 0.313 Epoch 5 Batch 114/269 - Train Accuracy: 0.696, Validation Accuracy: 0.713, Loss: 0.332 Epoch 5 Batch 115/269 - Train Accuracy: 0.694, Validation Accuracy: 0.722, Loss: 0.346 Epoch 5 Batch 116/269 - Train Accuracy: 0.711, Validation Accuracy: 0.721, Loss: 0.322 Epoch 5 Batch 117/269 - Train Accuracy: 0.724, Validation Accuracy: 0.723, Loss: 0.327 Epoch 5 Batch 118/269 - Train Accuracy: 0.741, Validation Accuracy: 0.722, Loss: 0.315 Epoch 5 Batch 119/269 - Train Accuracy: 0.712, Validation Accuracy: 0.728, Loss: 0.333 Epoch 5 Batch 120/269 - Train Accuracy: 0.712, Validation Accuracy: 0.732, Loss: 0.342 Epoch 5 Batch 121/269 - Train Accuracy: 0.707, Validation Accuracy: 0.721, Loss: 0.327 Epoch 5 Batch 122/269 - Train Accuracy: 0.727, Validation Accuracy: 0.717, Loss: 0.318 Epoch 5 Batch 123/269 - Train Accuracy: 0.703, Validation Accuracy: 0.714, Loss: 0.335 Epoch 5 Batch 124/269 - Train Accuracy: 0.717, Validation Accuracy: 0.710, Loss: 0.324 Epoch 5 Batch 125/269 - Train Accuracy: 0.721, Validation Accuracy: 0.711, Loss: 0.327 Epoch 5 Batch 126/269 - Train Accuracy: 0.716, Validation Accuracy: 0.727, Loss: 0.327 Epoch 5 Batch 127/269 - Train Accuracy: 0.702, Validation Accuracy: 0.724, Loss: 0.328 Epoch 5 Batch 128/269 - Train Accuracy: 0.729, Validation Accuracy: 0.719, Loss: 0.321 Epoch 5 Batch 129/269 - Train Accuracy: 0.729, Validation Accuracy: 0.716, Loss: 0.312 Epoch 5 Batch 130/269 - Train Accuracy: 0.700, Validation Accuracy: 0.707, Loss: 0.333 Epoch 5 Batch 131/269 - Train Accuracy: 0.685, Validation Accuracy: 0.698, Loss: 0.331 Epoch 5 Batch 132/269 - Train Accuracy: 0.694, Validation Accuracy: 0.705, Loss: 0.331 Epoch 5 Batch 133/269 - Train Accuracy: 0.737, Validation Accuracy: 0.707, Loss: 0.309 Epoch 5 Batch 134/269 - Train Accuracy: 0.705, Validation Accuracy: 0.714, Loss: 0.325 Epoch 5 Batch 135/269 - Train Accuracy: 0.691, Validation Accuracy: 0.719, Loss: 0.341 Epoch 5 Batch 136/269 - Train Accuracy: 0.692, Validation Accuracy: 0.719, Loss: 0.340 Epoch 5 Batch 137/269 - Train Accuracy: 0.709, Validation Accuracy: 0.711, Loss: 0.339 Epoch 5 Batch 138/269 - Train Accuracy: 0.713, Validation Accuracy: 0.715, Loss: 0.338 Epoch 5 Batch 139/269 - Train Accuracy: 0.741, Validation Accuracy: 0.718, Loss: 0.308 Epoch 5 Batch 140/269 - Train Accuracy: 0.723, Validation Accuracy: 0.716, Loss: 0.325 Epoch 5 Batch 141/269 - Train Accuracy: 0.729, Validation Accuracy: 0.717, Loss: 0.329 Epoch 5 Batch 142/269 - Train Accuracy: 0.727, Validation Accuracy: 0.714, Loss: 0.308 Epoch 5 Batch 143/269 - Train Accuracy: 0.737, Validation Accuracy: 0.715, Loss: 0.314 Epoch 5 Batch 144/269 - Train Accuracy: 0.739, Validation Accuracy: 0.717, Loss: 0.297 Epoch 5 Batch 145/269 - Train Accuracy: 0.722, Validation Accuracy: 0.722, Loss: 0.316 Epoch 5 Batch 146/269 - Train Accuracy: 0.721, Validation Accuracy: 0.718, Loss: 0.308 Epoch 5 Batch 147/269 - Train Accuracy: 0.719, Validation Accuracy: 0.711, Loss: 0.306 Epoch 5 Batch 148/269 - Train Accuracy: 0.714, Validation Accuracy: 0.708, Loss: 0.314 Epoch 5 Batch 149/269 - Train Accuracy: 0.721, Validation Accuracy: 0.716, Loss: 0.319 Epoch 5 Batch 150/269 - Train Accuracy: 0.727, Validation Accuracy: 0.714, Loss: 0.314 Epoch 5 Batch 151/269 - Train Accuracy: 0.744, Validation Accuracy: 0.715, Loss: 0.295 Epoch 5 Batch 152/269 - Train Accuracy: 0.716, Validation Accuracy: 0.719, Loss: 0.316 Epoch 5 Batch 153/269 - Train Accuracy: 0.719, Validation Accuracy: 0.719, Loss: 0.309 Epoch 5 Batch 154/269 - Train Accuracy: 0.709, Validation Accuracy: 0.716, Loss: 0.320 Epoch 5 Batch 155/269 - Train Accuracy: 0.735, Validation Accuracy: 0.715, Loss: 0.297 Epoch 5 Batch 156/269 - Train Accuracy: 0.713, Validation Accuracy: 0.714, Loss: 0.326 Epoch 5 Batch 157/269 - Train Accuracy: 0.715, Validation Accuracy: 0.719, Loss: 0.315 Epoch 5 Batch 158/269 - Train Accuracy: 0.715, Validation Accuracy: 0.720, Loss: 0.321 Epoch 5 Batch 159/269 - Train Accuracy: 0.729, Validation Accuracy: 0.723, Loss: 0.308 Epoch 5 Batch 160/269 - Train Accuracy: 0.728, Validation Accuracy: 0.729, Loss: 0.298 Epoch 5 Batch 161/269 - Train Accuracy: 0.723, Validation Accuracy: 0.726, Loss: 0.309 Epoch 5 Batch 162/269 - Train Accuracy: 0.710, Validation Accuracy: 0.716, Loss: 0.317 Epoch 5 Batch 163/269 - Train Accuracy: 0.726, Validation Accuracy: 0.723, Loss: 0.316 Epoch 5 Batch 164/269 - Train Accuracy: 0.729, Validation Accuracy: 0.722, Loss: 0.308 Epoch 5 Batch 165/269 - Train Accuracy: 0.709, Validation Accuracy: 0.715, Loss: 0.321 Epoch 5 Batch 166/269 - Train Accuracy: 0.722, Validation Accuracy: 0.716, Loss: 0.298 Epoch 5 Batch 167/269 - Train Accuracy: 0.723, Validation Accuracy: 0.723, Loss: 0.307 Epoch 5 Batch 168/269 - Train Accuracy: 0.727, Validation Accuracy: 0.725, Loss: 0.311 Epoch 5 Batch 169/269 - Train Accuracy: 0.721, Validation Accuracy: 0.723, Loss: 0.311 Epoch 5 Batch 170/269 - Train Accuracy: 0.717, Validation Accuracy: 0.719, Loss: 0.306 Epoch 5 Batch 171/269 - Train Accuracy: 0.709, Validation Accuracy: 0.715, Loss: 0.324 Epoch 5 Batch 172/269 - Train Accuracy: 0.708, Validation Accuracy: 0.721, Loss: 0.319 Epoch 5 Batch 173/269 - Train Accuracy: 0.723, Validation Accuracy: 0.724, Loss: 0.300 Epoch 5 Batch 174/269 - Train Accuracy: 0.725, Validation Accuracy: 0.728, Loss: 0.306 Epoch 5 Batch 175/269 - Train Accuracy: 0.723, Validation Accuracy: 0.722, Loss: 0.324 Epoch 5 Batch 176/269 - Train Accuracy: 0.704, Validation Accuracy: 0.718, Loss: 0.331 Epoch 5 Batch 177/269 - Train Accuracy: 0.741, Validation Accuracy: 0.720, Loss: 0.288 Epoch 5 Batch 178/269 - Train Accuracy: 0.714, Validation Accuracy: 0.718, Loss: 0.315 Epoch 5 Batch 179/269 - Train Accuracy: 0.720, Validation Accuracy: 0.720, Loss: 0.307 Epoch 5 Batch 180/269 - Train Accuracy: 0.717, Validation Accuracy: 0.717, Loss: 0.311 Epoch 5 Batch 181/269 - Train Accuracy: 0.711, Validation Accuracy: 0.717, Loss: 0.312 Epoch 5 Batch 182/269 - Train Accuracy: 0.716, Validation Accuracy: 0.714, Loss: 0.310 Epoch 5 Batch 183/269 - Train Accuracy: 0.758, Validation Accuracy: 0.711, Loss: 0.274 Epoch 5 Batch 184/269 - Train Accuracy: 0.699, Validation Accuracy: 0.711, Loss: 0.324 Epoch 5 Batch 185/269 - Train Accuracy: 0.722, Validation Accuracy: 0.721, Loss: 0.308 Epoch 5 Batch 186/269 - Train Accuracy: 0.715, Validation Accuracy: 0.722, Loss: 0.318 Epoch 5 Batch 187/269 - Train Accuracy: 0.725, Validation Accuracy: 0.729, Loss: 0.299 Epoch 5 Batch 188/269 - Train Accuracy: 0.730, Validation Accuracy: 0.728, Loss: 0.304 Epoch 5 Batch 189/269 - Train Accuracy: 0.723, Validation Accuracy: 0.718, Loss: 0.288 Epoch 5 Batch 190/269 - Train Accuracy: 0.741, Validation Accuracy: 0.717, Loss: 0.310 Epoch 5 Batch 191/269 - Train Accuracy: 0.732, Validation Accuracy: 0.713, Loss: 0.302 Epoch 5 Batch 192/269 - Train Accuracy: 0.726, Validation Accuracy: 0.717, Loss: 0.302 Epoch 5 Batch 193/269 - Train Accuracy: 0.726, Validation Accuracy: 0.715, Loss: 0.297 Epoch 5 Batch 194/269 - Train Accuracy: 0.739, Validation Accuracy: 0.725, Loss: 0.309 Epoch 5 Batch 195/269 - Train Accuracy: 0.728, Validation Accuracy: 0.722, Loss: 0.300 Epoch 5 Batch 196/269 - Train Accuracy: 0.706, Validation Accuracy: 0.718, Loss: 0.311 Epoch 5 Batch 197/269 - Train Accuracy: 0.688, Validation Accuracy: 0.718, Loss: 0.320 Epoch 5 Batch 198/269 - Train Accuracy: 0.709, Validation Accuracy: 0.716, Loss: 0.316 Epoch 5 Batch 199/269 - Train Accuracy: 0.701, Validation Accuracy: 0.725, Loss: 0.310 Epoch 5 Batch 200/269 - Train Accuracy: 0.727, Validation Accuracy: 0.729, Loss: 0.314 Epoch 5 Batch 201/269 - Train Accuracy: 0.722, Validation Accuracy: 0.735, Loss: 0.305 Epoch 5 Batch 202/269 - Train Accuracy: 0.726, Validation Accuracy: 0.736, Loss: 0.301 Epoch 5 Batch 203/269 - Train Accuracy: 0.699, Validation Accuracy: 0.720, Loss: 0.320 Epoch 5 Batch 204/269 - Train Accuracy: 0.711, Validation Accuracy: 0.727, Loss: 0.325 Epoch 5 Batch 205/269 - Train Accuracy: 0.722, Validation Accuracy: 0.720, Loss: 0.293 Epoch 5 Batch 206/269 - Train Accuracy: 0.719, Validation Accuracy: 0.722, Loss: 0.314 Epoch 5 Batch 207/269 - Train Accuracy: 0.729, Validation Accuracy: 0.727, Loss: 0.296 Epoch 5 Batch 208/269 - Train Accuracy: 0.722, Validation Accuracy: 0.733, Loss: 0.310 Epoch 5 Batch 209/269 - Train Accuracy: 0.736, Validation Accuracy: 0.734, Loss: 0.306 Epoch 5 Batch 210/269 - Train Accuracy: 0.736, Validation Accuracy: 0.733, Loss: 0.297 Epoch 5 Batch 211/269 - Train Accuracy: 0.736, Validation Accuracy: 0.734, Loss: 0.307 Epoch 5 Batch 212/269 - Train Accuracy: 0.729, Validation Accuracy: 0.734, Loss: 0.306 Epoch 5 Batch 213/269 - Train Accuracy: 0.715, Validation Accuracy: 0.725, Loss: 0.302 Epoch 5 Batch 214/269 - Train Accuracy: 0.737, Validation Accuracy: 0.724, Loss: 0.297 Epoch 5 Batch 215/269 - Train Accuracy: 0.744, Validation Accuracy: 0.714, Loss: 0.285 Epoch 5 Batch 216/269 - Train Accuracy: 0.699, Validation Accuracy: 0.716, Loss: 0.324 Epoch 5 Batch 217/269 - Train Accuracy: 0.695, Validation Accuracy: 0.712, Loss: 0.318 Epoch 5 Batch 218/269 - Train Accuracy: 0.719, Validation Accuracy: 0.718, Loss: 0.300 Epoch 5 Batch 219/269 - Train Accuracy: 0.728, Validation Accuracy: 0.726, Loss: 0.311 Epoch 5 Batch 220/269 - Train Accuracy: 0.728, Validation Accuracy: 0.724, Loss: 0.279 Epoch 5 Batch 221/269 - Train Accuracy: 0.745, Validation Accuracy: 0.734, Loss: 0.296 Epoch 5 Batch 222/269 - Train Accuracy: 0.742, Validation Accuracy: 0.724, Loss: 0.289 Epoch 5 Batch 223/269 - Train Accuracy: 0.727, Validation Accuracy: 0.736, Loss: 0.295 Epoch 5 Batch 224/269 - Train Accuracy: 0.729, Validation Accuracy: 0.730, Loss: 0.306 Epoch 5 Batch 225/269 - Train Accuracy: 0.729, Validation Accuracy: 0.734, Loss: 0.303 Epoch 5 Batch 226/269 - Train Accuracy: 0.715, Validation Accuracy: 0.725, Loss: 0.295 Epoch 5 Batch 227/269 - Train Accuracy: 0.758, Validation Accuracy: 0.720, Loss: 0.263 Epoch 5 Batch 228/269 - Train Accuracy: 0.718, Validation Accuracy: 0.720, Loss: 0.292 Epoch 5 Batch 229/269 - Train Accuracy: 0.719, Validation Accuracy: 0.720, Loss: 0.285 Epoch 5 Batch 230/269 - Train Accuracy: 0.713, Validation Accuracy: 0.720, Loss: 0.303 Epoch 5 Batch 231/269 - Train Accuracy: 0.693, Validation Accuracy: 0.726, Loss: 0.317 Epoch 5 Batch 232/269 - Train Accuracy: 0.701, Validation Accuracy: 0.725, Loss: 0.322 Epoch 5 Batch 233/269 - Train Accuracy: 0.733, Validation Accuracy: 0.732, Loss: 0.307 Epoch 5 Batch 234/269 - Train Accuracy: 0.737, Validation Accuracy: 0.731, Loss: 0.293 Epoch 5 Batch 235/269 - Train Accuracy: 0.759, Validation Accuracy: 0.732, Loss: 0.289 Epoch 5 Batch 236/269 - Train Accuracy: 0.731, Validation Accuracy: 0.727, Loss: 0.292 Epoch 5 Batch 237/269 - Train Accuracy: 0.720, Validation Accuracy: 0.721, Loss: 0.301 Epoch 5 Batch 238/269 - Train Accuracy: 0.725, Validation Accuracy: 0.705, Loss: 0.285 Epoch 5 Batch 239/269 - Train Accuracy: 0.721, Validation Accuracy: 0.701, Loss: 0.290 Epoch 5 Batch 240/269 - Train Accuracy: 0.736, Validation Accuracy: 0.699, Loss: 0.264 Epoch 5 Batch 241/269 - Train Accuracy: 0.718, Validation Accuracy: 0.707, Loss: 0.297 Epoch 5 Batch 242/269 - Train Accuracy: 0.721, Validation Accuracy: 0.713, Loss: 0.300 Epoch 5 Batch 243/269 - Train Accuracy: 0.747, Validation Accuracy: 0.725, Loss: 0.283 Epoch 5 Batch 244/269 - Train Accuracy: 0.726, Validation Accuracy: 0.733, Loss: 0.303 Epoch 5 Batch 245/269 - Train Accuracy: 0.730, Validation Accuracy: 0.740, Loss: 0.306 Epoch 5 Batch 246/269 - Train Accuracy: 0.721, Validation Accuracy: 0.738, Loss: 0.296 Epoch 5 Batch 247/269 - Train Accuracy: 0.726, Validation Accuracy: 0.739, Loss: 0.298 Epoch 5 Batch 248/269 - Train Accuracy: 0.727, Validation Accuracy: 0.728, Loss: 0.287 Epoch 5 Batch 249/269 - Train Accuracy: 0.743, Validation Accuracy: 0.715, Loss: 0.270 Epoch 5 Batch 250/269 - Train Accuracy: 0.726, Validation Accuracy: 0.719, Loss: 0.290 Epoch 5 Batch 251/269 - Train Accuracy: 0.743, Validation Accuracy: 0.725, Loss: 0.285 Epoch 5 Batch 252/269 - Train Accuracy: 0.732, Validation Accuracy: 0.730, Loss: 0.295 Epoch 5 Batch 253/269 - Train Accuracy: 0.726, Validation Accuracy: 0.732, Loss: 0.302 Epoch 5 Batch 254/269 - Train Accuracy: 0.733, Validation Accuracy: 0.734, Loss: 0.302 Epoch 5 Batch 255/269 - Train Accuracy: 0.745, Validation Accuracy: 0.736, Loss: 0.272 Epoch 5 Batch 256/269 - Train Accuracy: 0.710, Validation Accuracy: 0.735, Loss: 0.302 Epoch 5 Batch 257/269 - Train Accuracy: 0.711, Validation Accuracy: 0.725, Loss: 0.301 Epoch 5 Batch 258/269 - Train Accuracy: 0.718, Validation Accuracy: 0.719, Loss: 0.293 Epoch 5 Batch 259/269 - Train Accuracy: 0.734, Validation Accuracy: 0.718, Loss: 0.281 Epoch 5 Batch 260/269 - Train Accuracy: 0.722, Validation Accuracy: 0.724, Loss: 0.308 Epoch 5 Batch 261/269 - Train Accuracy: 0.723, Validation Accuracy: 0.737, Loss: 0.309 Epoch 5 Batch 262/269 - Train Accuracy: 0.738, Validation Accuracy: 0.739, Loss: 0.285 Epoch 5 Batch 263/269 - Train Accuracy: 0.737, Validation Accuracy: 0.740, Loss: 0.306 Epoch 5 Batch 264/269 - Train Accuracy: 0.720, Validation Accuracy: 0.739, Loss: 0.298 Epoch 5 Batch 265/269 - Train Accuracy: 0.732, Validation Accuracy: 0.734, Loss: 0.307 Epoch 5 Batch 266/269 - Train Accuracy: 0.740, Validation Accuracy: 0.724, Loss: 0.285 Epoch 5 Batch 267/269 - Train Accuracy: 0.726, Validation Accuracy: 0.718, Loss: 0.296 Epoch 6 Batch 0/269 - Train Accuracy: 0.710, Validation Accuracy: 0.721, Loss: 0.303 Epoch 6 Batch 1/269 - Train Accuracy: 0.717, Validation Accuracy: 0.718, Loss: 0.297 Epoch 6 Batch 2/269 - Train Accuracy: 0.718, Validation Accuracy: 0.726, Loss: 0.292 Epoch 6 Batch 3/269 - Train Accuracy: 0.722, Validation Accuracy: 0.722, Loss: 0.298 Epoch 6 Batch 4/269 - Train Accuracy: 0.708, Validation Accuracy: 0.726, Loss: 0.313 Epoch 6 Batch 5/269 - Train Accuracy: 0.704, Validation Accuracy: 0.726, Loss: 0.302 Epoch 6 Batch 6/269 - Train Accuracy: 0.720, Validation Accuracy: 0.717, Loss: 0.293 Epoch 6 Batch 7/269 - Train Accuracy: 0.720, Validation Accuracy: 0.712, Loss: 0.279 Epoch 6 Batch 8/269 - Train Accuracy: 0.718, Validation Accuracy: 0.733, Loss: 0.306 Epoch 6 Batch 9/269 - Train Accuracy: 0.723, Validation Accuracy: 0.737, Loss: 0.297 Epoch 6 Batch 10/269 - Train Accuracy: 0.737, Validation Accuracy: 0.741, Loss: 0.304 Epoch 6 Batch 11/269 - Train Accuracy: 0.739, Validation Accuracy: 0.745, Loss: 0.297 Epoch 6 Batch 12/269 - Train Accuracy: 0.708, Validation Accuracy: 0.744, Loss: 0.307 Epoch 6 Batch 13/269 - Train Accuracy: 0.768, Validation Accuracy: 0.741, Loss: 0.263 Epoch 6 Batch 14/269 - Train Accuracy: 0.733, Validation Accuracy: 0.740, Loss: 0.290 Epoch 6 Batch 15/269 - Train Accuracy: 0.718, Validation Accuracy: 0.735, Loss: 0.283 Epoch 6 Batch 16/269 - Train Accuracy: 0.748, Validation Accuracy: 0.727, Loss: 0.282 Epoch 6 Batch 17/269 - Train Accuracy: 0.725, Validation Accuracy: 0.725, Loss: 0.283 Epoch 6 Batch 18/269 - Train Accuracy: 0.720, Validation Accuracy: 0.720, Loss: 0.296 Epoch 6 Batch 19/269 - Train Accuracy: 0.766, Validation Accuracy: 0.736, Loss: 0.265 Epoch 6 Batch 20/269 - Train Accuracy: 0.738, Validation Accuracy: 0.744, Loss: 0.295 Epoch 6 Batch 21/269 - Train Accuracy: 0.729, Validation Accuracy: 0.748, Loss: 0.304 Epoch 6 Batch 22/269 - Train Accuracy: 0.762, Validation Accuracy: 0.744, Loss: 0.275 Epoch 6 Batch 23/269 - Train Accuracy: 0.746, Validation Accuracy: 0.744, Loss: 0.278 Epoch 6 Batch 24/269 - Train Accuracy: 0.727, Validation Accuracy: 0.741, Loss: 0.297 Epoch 6 Batch 25/269 - Train Accuracy: 0.716, Validation Accuracy: 0.733, Loss: 0.299 Epoch 6 Batch 26/269 - Train Accuracy: 0.750, Validation Accuracy: 0.732, Loss: 0.267 Epoch 6 Batch 27/269 - Train Accuracy: 0.718, Validation Accuracy: 0.728, Loss: 0.279 Epoch 6 Batch 28/269 - Train Accuracy: 0.690, Validation Accuracy: 0.724, Loss: 0.310 Epoch 6 Batch 29/269 - Train Accuracy: 0.737, Validation Accuracy: 0.727, Loss: 0.299 Epoch 6 Batch 30/269 - Train Accuracy: 0.730, Validation Accuracy: 0.730, Loss: 0.283 Epoch 6 Batch 31/269 - Train Accuracy: 0.749, Validation Accuracy: 0.735, Loss: 0.269 Epoch 6 Batch 32/269 - Train Accuracy: 0.732, Validation Accuracy: 0.733, Loss: 0.270 Epoch 6 Batch 33/269 - Train Accuracy: 0.746, Validation Accuracy: 0.734, Loss: 0.270 Epoch 6 Batch 34/269 - Train Accuracy: 0.735, Validation Accuracy: 0.731, Loss: 0.273 Epoch 6 Batch 35/269 - Train Accuracy: 0.739, Validation Accuracy: 0.734, Loss: 0.293 Epoch 6 Batch 36/269 - Train Accuracy: 0.740, Validation Accuracy: 0.738, Loss: 0.275 Epoch 6 Batch 37/269 - Train Accuracy: 0.755, Validation Accuracy: 0.735, Loss: 0.274 Epoch 6 Batch 38/269 - Train Accuracy: 0.747, Validation Accuracy: 0.734, Loss: 0.270 Epoch 6 Batch 39/269 - Train Accuracy: 0.746, Validation Accuracy: 0.741, Loss: 0.279 Epoch 6 Batch 40/269 - Train Accuracy: 0.734, Validation Accuracy: 0.741, Loss: 0.297 Epoch 6 Batch 41/269 - Train Accuracy: 0.727, Validation Accuracy: 0.741, Loss: 0.283 Epoch 6 Batch 42/269 - Train Accuracy: 0.738, Validation Accuracy: 0.733, Loss: 0.267 Epoch 6 Batch 43/269 - Train Accuracy: 0.722, Validation Accuracy: 0.732, Loss: 0.287 Epoch 6 Batch 44/269 - Train Accuracy: 0.745, Validation Accuracy: 0.734, Loss: 0.272 Epoch 6 Batch 45/269 - Train Accuracy: 0.727, Validation Accuracy: 0.731, Loss: 0.297 Epoch 6 Batch 46/269 - Train Accuracy: 0.737, Validation Accuracy: 0.740, Loss: 0.293 Epoch 6 Batch 47/269 - Train Accuracy: 0.750, Validation Accuracy: 0.738, Loss: 0.264 Epoch 6 Batch 48/269 - Train Accuracy: 0.747, Validation Accuracy: 0.744, Loss: 0.275 Epoch 6 Batch 49/269 - Train Accuracy: 0.729, Validation Accuracy: 0.739, Loss: 0.290 Epoch 6 Batch 50/269 - Train Accuracy: 0.724, Validation Accuracy: 0.727, Loss: 0.295 Epoch 6 Batch 51/269 - Train Accuracy: 0.727, Validation Accuracy: 0.726, Loss: 0.282 Epoch 6 Batch 52/269 - Train Accuracy: 0.714, Validation Accuracy: 0.726, Loss: 0.277 Epoch 6 Batch 53/269 - Train Accuracy: 0.709, Validation Accuracy: 0.737, Loss: 0.290 Epoch 6 Batch 54/269 - Train Accuracy: 0.742, Validation Accuracy: 0.740, Loss: 0.277 Epoch 6 Batch 55/269 - Train Accuracy: 0.746, Validation Accuracy: 0.741, Loss: 0.281 Epoch 6 Batch 56/269 - Train Accuracy: 0.749, Validation Accuracy: 0.740, Loss: 0.272 Epoch 6 Batch 57/269 - Train Accuracy: 0.742, Validation Accuracy: 0.744, Loss: 0.280 Epoch 6 Batch 58/269 - Train Accuracy: 0.730, Validation Accuracy: 0.742, Loss: 0.266 Epoch 6 Batch 59/269 - Train Accuracy: 0.761, Validation Accuracy: 0.744, Loss: 0.258 Epoch 6 Batch 60/269 - Train Accuracy: 0.733, Validation Accuracy: 0.737, Loss: 0.272 Epoch 6 Batch 61/269 - Train Accuracy: 0.752, Validation Accuracy: 0.734, Loss: 0.258 Epoch 6 Batch 62/269 - Train Accuracy: 0.743, Validation Accuracy: 0.724, Loss: 0.264 Epoch 6 Batch 63/269 - Train Accuracy: 0.749, Validation Accuracy: 0.731, Loss: 0.276 Epoch 6 Batch 64/269 - Train Accuracy: 0.721, Validation Accuracy: 0.726, Loss: 0.269 Epoch 6 Batch 65/269 - Train Accuracy: 0.728, Validation Accuracy: 0.737, Loss: 0.273 Epoch 6 Batch 66/269 - Train Accuracy: 0.730, Validation Accuracy: 0.729, Loss: 0.266 Epoch 6 Batch 67/269 - Train Accuracy: 0.713, Validation Accuracy: 0.732, Loss: 0.279 Epoch 6 Batch 68/269 - Train Accuracy: 0.703, Validation Accuracy: 0.729, Loss: 0.282 Epoch 6 Batch 69/269 - Train Accuracy: 0.721, Validation Accuracy: 0.733, Loss: 0.298 Epoch 6 Batch 70/269 - Train Accuracy: 0.746, Validation Accuracy: 0.741, Loss: 0.268 Epoch 6 Batch 71/269 - Train Accuracy: 0.741, Validation Accuracy: 0.744, Loss: 0.293 Epoch 6 Batch 72/269 - Train Accuracy: 0.740, Validation Accuracy: 0.743, Loss: 0.272 Epoch 6 Batch 73/269 - Train Accuracy: 0.739, Validation Accuracy: 0.740, Loss: 0.268 Epoch 6 Batch 74/269 - Train Accuracy: 0.735, Validation Accuracy: 0.738, Loss: 0.274 Epoch 6 Batch 75/269 - Train Accuracy: 0.719, Validation Accuracy: 0.732, Loss: 0.279 Epoch 6 Batch 76/269 - Train Accuracy: 0.700, Validation Accuracy: 0.725, Loss: 0.278 Epoch 6 Batch 77/269 - Train Accuracy: 0.753, Validation Accuracy: 0.731, Loss: 0.270 Epoch 6 Batch 78/269 - Train Accuracy: 0.752, Validation Accuracy: 0.739, Loss: 0.269 Epoch 6 Batch 79/269 - Train Accuracy: 0.745, Validation Accuracy: 0.738, Loss: 0.272 Epoch 6 Batch 80/269 - Train Accuracy: 0.748, Validation Accuracy: 0.743, Loss: 0.277 Epoch 6 Batch 81/269 - Train Accuracy: 0.747, Validation Accuracy: 0.749, Loss: 0.274 Epoch 6 Batch 82/269 - Train Accuracy: 0.758, Validation Accuracy: 0.746, Loss: 0.260 Epoch 6 Batch 83/269 - Train Accuracy: 0.744, Validation Accuracy: 0.739, Loss: 0.287 Epoch 6 Batch 84/269 - Train Accuracy: 0.747, Validation Accuracy: 0.737, Loss: 0.268 Epoch 6 Batch 85/269 - Train Accuracy: 0.745, Validation Accuracy: 0.734, Loss: 0.274 Epoch 6 Batch 86/269 - Train Accuracy: 0.720, Validation Accuracy: 0.732, Loss: 0.259 Epoch 6 Batch 87/269 - Train Accuracy: 0.711, Validation Accuracy: 0.735, Loss: 0.284 Epoch 6 Batch 88/269 - Train Accuracy: 0.739, Validation Accuracy: 0.735, Loss: 0.263 Epoch 6 Batch 89/269 - Train Accuracy: 0.756, Validation Accuracy: 0.737, Loss: 0.263 Epoch 6 Batch 90/269 - Train Accuracy: 0.717, Validation Accuracy: 0.748, Loss: 0.287 Epoch 6 Batch 91/269 - Train Accuracy: 0.743, Validation Accuracy: 0.746, Loss: 0.264 Epoch 6 Batch 92/269 - Train Accuracy: 0.746, Validation Accuracy: 0.745, Loss: 0.264 Epoch 6 Batch 93/269 - Train Accuracy: 0.753, Validation Accuracy: 0.741, Loss: 0.253 Epoch 6 Batch 94/269 - Train Accuracy: 0.734, Validation Accuracy: 0.736, Loss: 0.271 Epoch 6 Batch 95/269 - Train Accuracy: 0.739, Validation Accuracy: 0.739, Loss: 0.266 Epoch 6 Batch 96/269 - Train Accuracy: 0.729, Validation Accuracy: 0.733, Loss: 0.276 Epoch 6 Batch 97/269 - Train Accuracy: 0.730, Validation Accuracy: 0.732, Loss: 0.279 Epoch 6 Batch 98/269 - Train Accuracy: 0.747, Validation Accuracy: 0.734, Loss: 0.267 Epoch 6 Batch 99/269 - Train Accuracy: 0.740, Validation Accuracy: 0.733, Loss: 0.271 Epoch 6 Batch 100/269 - Train Accuracy: 0.759, Validation Accuracy: 0.740, Loss: 0.264 Epoch 6 Batch 101/269 - Train Accuracy: 0.709, Validation Accuracy: 0.743, Loss: 0.286 Epoch 6 Batch 102/269 - Train Accuracy: 0.742, Validation Accuracy: 0.746, Loss: 0.272 Epoch 6 Batch 103/269 - Train Accuracy: 0.741, Validation Accuracy: 0.737, Loss: 0.261 Epoch 6 Batch 104/269 - Train Accuracy: 0.721, Validation Accuracy: 0.722, Loss: 0.269 Epoch 6 Batch 105/269 - Train Accuracy: 0.723, Validation Accuracy: 0.741, Loss: 0.285 Epoch 6 Batch 106/269 - Train Accuracy: 0.730, Validation Accuracy: 0.738, Loss: 0.266 Epoch 6 Batch 107/269 - Train Accuracy: 0.726, Validation Accuracy: 0.737, Loss: 0.285 Epoch 6 Batch 108/269 - Train Accuracy: 0.733, Validation Accuracy: 0.738, Loss: 0.275 Epoch 6 Batch 109/269 - Train Accuracy: 0.719, Validation Accuracy: 0.740, Loss: 0.276 Epoch 6 Batch 110/269 - Train Accuracy: 0.737, Validation Accuracy: 0.731, Loss: 0.268 Epoch 6 Batch 111/269 - Train Accuracy: 0.713, Validation Accuracy: 0.719, Loss: 0.283 Epoch 6 Batch 112/269 - Train Accuracy: 0.732, Validation Accuracy: 0.724, Loss: 0.277 Epoch 6 Batch 113/269 - Train Accuracy: 0.735, Validation Accuracy: 0.720, Loss: 0.255 Epoch 6 Batch 114/269 - Train Accuracy: 0.724, Validation Accuracy: 0.733, Loss: 0.284 Epoch 6 Batch 115/269 - Train Accuracy: 0.714, Validation Accuracy: 0.733, Loss: 0.283 Epoch 6 Batch 116/269 - Train Accuracy: 0.751, Validation Accuracy: 0.746, Loss: 0.277 Epoch 6 Batch 117/269 - Train Accuracy: 0.734, Validation Accuracy: 0.742, Loss: 0.270 Epoch 6 Batch 118/269 - Train Accuracy: 0.768, Validation Accuracy: 0.742, Loss: 0.263 Epoch 6 Batch 119/269 - Train Accuracy: 0.736, Validation Accuracy: 0.744, Loss: 0.274 Epoch 6 Batch 120/269 - Train Accuracy: 0.739, Validation Accuracy: 0.746, Loss: 0.285 Epoch 6 Batch 121/269 - Train Accuracy: 0.732, Validation Accuracy: 0.740, Loss: 0.266 Epoch 6 Batch 122/269 - Train Accuracy: 0.742, Validation Accuracy: 0.742, Loss: 0.268 Epoch 6 Batch 123/269 - Train Accuracy: 0.720, Validation Accuracy: 0.733, Loss: 0.279 Epoch 6 Batch 124/269 - Train Accuracy: 0.748, Validation Accuracy: 0.739, Loss: 0.273 Epoch 6 Batch 125/269 - Train Accuracy: 0.733, Validation Accuracy: 0.742, Loss: 0.272 Epoch 6 Batch 126/269 - Train Accuracy: 0.738, Validation Accuracy: 0.734, Loss: 0.275 Epoch 6 Batch 127/269 - Train Accuracy: 0.720, Validation Accuracy: 0.730, Loss: 0.273 Epoch 6 Batch 128/269 - Train Accuracy: 0.750, Validation Accuracy: 0.730, Loss: 0.266 Epoch 6 Batch 129/269 - Train Accuracy: 0.740, Validation Accuracy: 0.733, Loss: 0.263 Epoch 6 Batch 130/269 - Train Accuracy: 0.722, Validation Accuracy: 0.732, Loss: 0.275 Epoch 6 Batch 131/269 - Train Accuracy: 0.726, Validation Accuracy: 0.740, Loss: 0.280 Epoch 6 Batch 132/269 - Train Accuracy: 0.723, Validation Accuracy: 0.739, Loss: 0.280 Epoch 6 Batch 133/269 - Train Accuracy: 0.748, Validation Accuracy: 0.744, Loss: 0.264 Epoch 6 Batch 134/269 - Train Accuracy: 0.736, Validation Accuracy: 0.749, Loss: 0.273 Epoch 6 Batch 135/269 - Train Accuracy: 0.712, Validation Accuracy: 0.747, Loss: 0.285 Epoch 6 Batch 136/269 - Train Accuracy: 0.728, Validation Accuracy: 0.744, Loss: 0.283 Epoch 6 Batch 137/269 - Train Accuracy: 0.730, Validation Accuracy: 0.740, Loss: 0.281 Epoch 6 Batch 138/269 - Train Accuracy: 0.742, Validation Accuracy: 0.738, Loss: 0.280 Epoch 6 Batch 139/269 - Train Accuracy: 0.764, Validation Accuracy: 0.737, Loss: 0.254 Epoch 6 Batch 140/269 - Train Accuracy: 0.748, Validation Accuracy: 0.743, Loss: 0.273 Epoch 6 Batch 141/269 - Train Accuracy: 0.743, Validation Accuracy: 0.737, Loss: 0.272 Epoch 6 Batch 142/269 - Train Accuracy: 0.751, Validation Accuracy: 0.739, Loss: 0.255 Epoch 6 Batch 143/269 - Train Accuracy: 0.763, Validation Accuracy: 0.746, Loss: 0.260 Epoch 6 Batch 144/269 - Train Accuracy: 0.759, Validation Accuracy: 0.748, Loss: 0.247 Epoch 6 Batch 145/269 - Train Accuracy: 0.748, Validation Accuracy: 0.746, Loss: 0.262 Epoch 6 Batch 146/269 - Train Accuracy: 0.750, Validation Accuracy: 0.741, Loss: 0.254 Epoch 6 Batch 147/269 - Train Accuracy: 0.757, Validation Accuracy: 0.732, Loss: 0.253 Epoch 6 Batch 148/269 - Train Accuracy: 0.736, Validation Accuracy: 0.728, Loss: 0.267 Epoch 6 Batch 149/269 - Train Accuracy: 0.734, Validation Accuracy: 0.731, Loss: 0.265 Epoch 6 Batch 150/269 - Train Accuracy: 0.749, Validation Accuracy: 0.734, Loss: 0.263 Epoch 6 Batch 151/269 - Train Accuracy: 0.773, Validation Accuracy: 0.742, Loss: 0.248 Epoch 6 Batch 152/269 - Train Accuracy: 0.752, Validation Accuracy: 0.747, Loss: 0.262 Epoch 6 Batch 153/269 - Train Accuracy: 0.748, Validation Accuracy: 0.748, Loss: 0.256 Epoch 6 Batch 154/269 - Train Accuracy: 0.744, Validation Accuracy: 0.749, Loss: 0.269 Epoch 6 Batch 155/269 - Train Accuracy: 0.759, Validation Accuracy: 0.753, Loss: 0.250 Epoch 6 Batch 156/269 - Train Accuracy: 0.742, Validation Accuracy: 0.745, Loss: 0.274 Epoch 6 Batch 157/269 - Train Accuracy: 0.745, Validation Accuracy: 0.737, Loss: 0.259 Epoch 6 Batch 158/269 - Train Accuracy: 0.742, Validation Accuracy: 0.741, Loss: 0.262 Epoch 6 Batch 159/269 - Train Accuracy: 0.754, Validation Accuracy: 0.745, Loss: 0.254 Epoch 6 Batch 160/269 - Train Accuracy: 0.749, Validation Accuracy: 0.749, Loss: 0.244 Epoch 6 Batch 161/269 - Train Accuracy: 0.745, Validation Accuracy: 0.751, Loss: 0.255 Epoch 6 Batch 162/269 - Train Accuracy: 0.749, Validation Accuracy: 0.746, Loss: 0.263 Epoch 6 Batch 163/269 - Train Accuracy: 0.754, Validation Accuracy: 0.749, Loss: 0.259 Epoch 6 Batch 164/269 - Train Accuracy: 0.748, Validation Accuracy: 0.742, Loss: 0.253 Epoch 6 Batch 165/269 - Train Accuracy: 0.722, Validation Accuracy: 0.736, Loss: 0.264 Epoch 6 Batch 166/269 - Train Accuracy: 0.743, Validation Accuracy: 0.734, Loss: 0.242 Epoch 6 Batch 167/269 - Train Accuracy: 0.752, Validation Accuracy: 0.740, Loss: 0.250 Epoch 6 Batch 168/269 - Train Accuracy: 0.751, Validation Accuracy: 0.747, Loss: 0.249 Epoch 6 Batch 169/269 - Train Accuracy: 0.751, Validation Accuracy: 0.750, Loss: 0.254 Epoch 6 Batch 170/269 - Train Accuracy: 0.753, Validation Accuracy: 0.751, Loss: 0.248 Epoch 6 Batch 171/269 - Train Accuracy: 0.736, Validation Accuracy: 0.744, Loss: 0.269 Epoch 6 Batch 172/269 - Train Accuracy: 0.737, Validation Accuracy: 0.743, Loss: 0.264 Epoch 6 Batch 173/269 - Train Accuracy: 0.747, Validation Accuracy: 0.747, Loss: 0.247 Epoch 6 Batch 174/269 - Train Accuracy: 0.754, Validation Accuracy: 0.751, Loss: 0.249 Epoch 6 Batch 175/269 - Train Accuracy: 0.755, Validation Accuracy: 0.754, Loss: 0.265 Epoch 6 Batch 176/269 - Train Accuracy: 0.735, Validation Accuracy: 0.760, Loss: 0.268 Epoch 6 Batch 177/269 - Train Accuracy: 0.767, Validation Accuracy: 0.761, Loss: 0.235 Epoch 6 Batch 178/269 - Train Accuracy: 0.746, Validation Accuracy: 0.756, Loss: 0.257 Epoch 6 Batch 179/269 - Train Accuracy: 0.748, Validation Accuracy: 0.758, Loss: 0.259 Epoch 6 Batch 180/269 - Train Accuracy: 0.761, Validation Accuracy: 0.749, Loss: 0.250 Epoch 6 Batch 181/269 - Train Accuracy: 0.743, Validation Accuracy: 0.741, Loss: 0.253 Epoch 6 Batch 182/269 - Train Accuracy: 0.748, Validation Accuracy: 0.739, Loss: 0.253 Epoch 6 Batch 183/269 - Train Accuracy: 0.770, Validation Accuracy: 0.741, Loss: 0.220 Epoch 6 Batch 184/269 - Train Accuracy: 0.724, Validation Accuracy: 0.744, Loss: 0.272 Epoch 6 Batch 185/269 - Train Accuracy: 0.743, Validation Accuracy: 0.750, Loss: 0.252 Epoch 6 Batch 186/269 - Train Accuracy: 0.741, Validation Accuracy: 0.746, Loss: 0.258 Epoch 6 Batch 187/269 - Train Accuracy: 0.758, Validation Accuracy: 0.754, Loss: 0.249 Epoch 6 Batch 188/269 - Train Accuracy: 0.766, Validation Accuracy: 0.755, Loss: 0.248 Epoch 6 Batch 189/269 - Train Accuracy: 0.761, Validation Accuracy: 0.753, Loss: 0.240 Epoch 6 Batch 190/269 - Train Accuracy: 0.764, Validation Accuracy: 0.751, Loss: 0.253 Epoch 6 Batch 191/269 - Train Accuracy: 0.762, Validation Accuracy: 0.743, Loss: 0.253 Epoch 6 Batch 192/269 - Train Accuracy: 0.737, Validation Accuracy: 0.735, Loss: 0.245 Epoch 6 Batch 193/269 - Train Accuracy: 0.751, Validation Accuracy: 0.744, Loss: 0.247 Epoch 6 Batch 194/269 - Train Accuracy: 0.776, Validation Accuracy: 0.752, Loss: 0.257 Epoch 6 Batch 195/269 - Train Accuracy: 0.758, Validation Accuracy: 0.754, Loss: 0.249 Epoch 6 Batch 196/269 - Train Accuracy: 0.744, Validation Accuracy: 0.761, Loss: 0.254 Epoch 6 Batch 197/269 - Train Accuracy: 0.722, Validation Accuracy: 0.756, Loss: 0.260 Epoch 6 Batch 198/269 - Train Accuracy: 0.734, Validation Accuracy: 0.752, Loss: 0.261 Epoch 6 Batch 199/269 - Train Accuracy: 0.735, Validation Accuracy: 0.746, Loss: 0.250 Epoch 6 Batch 200/269 - Train Accuracy: 0.759, Validation Accuracy: 0.756, Loss: 0.260 Epoch 6 Batch 201/269 - Train Accuracy: 0.751, Validation Accuracy: 0.756, Loss: 0.249 Epoch 6 Batch 202/269 - Train Accuracy: 0.759, Validation Accuracy: 0.762, Loss: 0.247 Epoch 6 Batch 203/269 - Train Accuracy: 0.750, Validation Accuracy: 0.757, Loss: 0.262 Epoch 6 Batch 204/269 - Train Accuracy: 0.732, Validation Accuracy: 0.748, Loss: 0.266 Epoch 6 Batch 205/269 - Train Accuracy: 0.745, Validation Accuracy: 0.746, Loss: 0.239 Epoch 6 Batch 206/269 - Train Accuracy: 0.747, Validation Accuracy: 0.748, Loss: 0.259 Epoch 6 Batch 207/269 - Train Accuracy: 0.761, Validation Accuracy: 0.749, Loss: 0.239 Epoch 6 Batch 208/269 - Train Accuracy: 0.742, Validation Accuracy: 0.757, Loss: 0.255 Epoch 6 Batch 209/269 - Train Accuracy: 0.753, Validation Accuracy: 0.753, Loss: 0.247 Epoch 6 Batch 210/269 - Train Accuracy: 0.765, Validation Accuracy: 0.760, Loss: 0.243 Epoch 6 Batch 211/269 - Train Accuracy: 0.756, Validation Accuracy: 0.767, Loss: 0.255 Epoch 6 Batch 212/269 - Train Accuracy: 0.762, Validation Accuracy: 0.772, Loss: 0.252 Epoch 6 Batch 213/269 - Train Accuracy: 0.745, Validation Accuracy: 0.768, Loss: 0.252 Epoch 6 Batch 214/269 - Train Accuracy: 0.775, Validation Accuracy: 0.757, Loss: 0.242 Epoch 6 Batch 215/269 - Train Accuracy: 0.774, Validation Accuracy: 0.755, Loss: 0.236 Epoch 6 Batch 216/269 - Train Accuracy: 0.732, Validation Accuracy: 0.751, Loss: 0.264 Epoch 6 Batch 217/269 - Train Accuracy: 0.713, Validation Accuracy: 0.753, Loss: 0.257 Epoch 6 Batch 218/269 - Train Accuracy: 0.748, Validation Accuracy: 0.755, Loss: 0.246 Epoch 6 Batch 219/269 - Train Accuracy: 0.759, Validation Accuracy: 0.755, Loss: 0.254 Epoch 6 Batch 220/269 - Train Accuracy: 0.756, Validation Accuracy: 0.769, Loss: 0.229 Epoch 6 Batch 221/269 - Train Accuracy: 0.779, Validation Accuracy: 0.766, Loss: 0.239 Epoch 6 Batch 222/269 - Train Accuracy: 0.764, Validation Accuracy: 0.763, Loss: 0.238 Epoch 6 Batch 223/269 - Train Accuracy: 0.757, Validation Accuracy: 0.761, Loss: 0.239 Epoch 6 Batch 224/269 - Train Accuracy: 0.762, Validation Accuracy: 0.758, Loss: 0.249 Epoch 6 Batch 225/269 - Train Accuracy: 0.750, Validation Accuracy: 0.754, Loss: 0.246 Epoch 6 Batch 226/269 - Train Accuracy: 0.744, Validation Accuracy: 0.742, Loss: 0.245 Epoch 6 Batch 227/269 - Train Accuracy: 0.790, Validation Accuracy: 0.738, Loss: 0.218 Epoch 6 Batch 228/269 - Train Accuracy: 0.734, Validation Accuracy: 0.734, Loss: 0.239 Epoch 6 Batch 229/269 - Train Accuracy: 0.740, Validation Accuracy: 0.740, Loss: 0.235 Epoch 6 Batch 230/269 - Train Accuracy: 0.741, Validation Accuracy: 0.746, Loss: 0.248 Epoch 6 Batch 231/269 - Train Accuracy: 0.727, Validation Accuracy: 0.760, Loss: 0.258 Epoch 6 Batch 232/269 - Train Accuracy: 0.729, Validation Accuracy: 0.764, Loss: 0.263 Epoch 6 Batch 233/269 - Train Accuracy: 0.769, Validation Accuracy: 0.768, Loss: 0.248 Epoch 6 Batch 234/269 - Train Accuracy: 0.763, Validation Accuracy: 0.764, Loss: 0.240 Epoch 6 Batch 235/269 - Train Accuracy: 0.782, Validation Accuracy: 0.758, Loss: 0.228 Epoch 6 Batch 236/269 - Train Accuracy: 0.767, Validation Accuracy: 0.756, Loss: 0.238 Epoch 6 Batch 237/269 - Train Accuracy: 0.739, Validation Accuracy: 0.744, Loss: 0.244 Epoch 6 Batch 238/269 - Train Accuracy: 0.753, Validation Accuracy: 0.744, Loss: 0.234 Epoch 6 Batch 239/269 - Train Accuracy: 0.745, Validation Accuracy: 0.733, Loss: 0.238 Epoch 6 Batch 240/269 - Train Accuracy: 0.769, Validation Accuracy: 0.735, Loss: 0.218 Epoch 6 Batch 241/269 - Train Accuracy: 0.754, Validation Accuracy: 0.742, Loss: 0.240 Epoch 6 Batch 242/269 - Train Accuracy: 0.751, Validation Accuracy: 0.753, Loss: 0.246 Epoch 6 Batch 243/269 - Train Accuracy: 0.766, Validation Accuracy: 0.761, Loss: 0.229 Epoch 6 Batch 244/269 - Train Accuracy: 0.754, Validation Accuracy: 0.761, Loss: 0.249 Epoch 6 Batch 245/269 - Train Accuracy: 0.751, Validation Accuracy: 0.767, Loss: 0.252 Epoch 6 Batch 246/269 - Train Accuracy: 0.744, Validation Accuracy: 0.766, Loss: 0.243 Epoch 6 Batch 247/269 - Train Accuracy: 0.750, Validation Accuracy: 0.762, Loss: 0.246 Epoch 6 Batch 248/269 - Train Accuracy: 0.741, Validation Accuracy: 0.751, Loss: 0.235 Epoch 6 Batch 249/269 - Train Accuracy: 0.769, Validation Accuracy: 0.747, Loss: 0.221 Epoch 6 Batch 250/269 - Train Accuracy: 0.750, Validation Accuracy: 0.741, Loss: 0.237 Epoch 6 Batch 251/269 - Train Accuracy: 0.760, Validation Accuracy: 0.743, Loss: 0.231 Epoch 6 Batch 252/269 - Train Accuracy: 0.749, Validation Accuracy: 0.757, Loss: 0.245 Epoch 6 Batch 253/269 - Train Accuracy: 0.746, Validation Accuracy: 0.757, Loss: 0.244 Epoch 6 Batch 254/269 - Train Accuracy: 0.766, Validation Accuracy: 0.766, Loss: 0.244 Epoch 6 Batch 255/269 - Train Accuracy: 0.777, Validation Accuracy: 0.768, Loss: 0.220 Epoch 6 Batch 256/269 - Train Accuracy: 0.740, Validation Accuracy: 0.768, Loss: 0.244 Epoch 6 Batch 257/269 - Train Accuracy: 0.732, Validation Accuracy: 0.755, Loss: 0.250 Epoch 6 Batch 258/269 - Train Accuracy: 0.735, Validation Accuracy: 0.736, Loss: 0.234 Epoch 6 Batch 259/269 - Train Accuracy: 0.748, Validation Accuracy: 0.740, Loss: 0.231 Epoch 6 Batch 260/269 - Train Accuracy: 0.740, Validation Accuracy: 0.756, Loss: 0.252 Epoch 6 Batch 261/269 - Train Accuracy: 0.751, Validation Accuracy: 0.766, Loss: 0.252 Epoch 6 Batch 262/269 - Train Accuracy: 0.767, Validation Accuracy: 0.770, Loss: 0.231 Epoch 6 Batch 263/269 - Train Accuracy: 0.755, Validation Accuracy: 0.764, Loss: 0.244 Epoch 6 Batch 264/269 - Train Accuracy: 0.749, Validation Accuracy: 0.765, Loss: 0.243 Epoch 6 Batch 265/269 - Train Accuracy: 0.752, Validation Accuracy: 0.766, Loss: 0.247 Epoch 6 Batch 266/269 - Train Accuracy: 0.765, Validation Accuracy: 0.767, Loss: 0.233 Epoch 6 Batch 267/269 - Train Accuracy: 0.767, Validation Accuracy: 0.759, Loss: 0.237 Epoch 7 Batch 0/269 - Train Accuracy: 0.747, Validation Accuracy: 0.756, Loss: 0.248 Epoch 7 Batch 1/269 - Train Accuracy: 0.737, Validation Accuracy: 0.754, Loss: 0.240 Epoch 7 Batch 2/269 - Train Accuracy: 0.747, Validation Accuracy: 0.754, Loss: 0.236 Epoch 7 Batch 3/269 - Train Accuracy: 0.745, Validation Accuracy: 0.758, Loss: 0.239 Epoch 7 Batch 4/269 - Train Accuracy: 0.730, Validation Accuracy: 0.756, Loss: 0.251 Epoch 7 Batch 5/269 - Train Accuracy: 0.731, Validation Accuracy: 0.746, Loss: 0.248 Epoch 7 Batch 6/269 - Train Accuracy: 0.751, Validation Accuracy: 0.736, Loss: 0.240 Epoch 7 Batch 7/269 - Train Accuracy: 0.748, Validation Accuracy: 0.738, Loss: 0.229 Epoch 7 Batch 8/269 - Train Accuracy: 0.736, Validation Accuracy: 0.759, Loss: 0.256 Epoch 7 Batch 9/269 - Train Accuracy: 0.743, Validation Accuracy: 0.766, Loss: 0.247 Epoch 7 Batch 10/269 - Train Accuracy: 0.759, Validation Accuracy: 0.767, Loss: 0.249 Epoch 7 Batch 11/269 - Train Accuracy: 0.756, Validation Accuracy: 0.769, Loss: 0.242 Epoch 7 Batch 12/269 - Train Accuracy: 0.733, Validation Accuracy: 0.772, Loss: 0.254 Epoch 7 Batch 13/269 - Train Accuracy: 0.784, Validation Accuracy: 0.767, Loss: 0.215 Epoch 7 Batch 14/269 - Train Accuracy: 0.752, Validation Accuracy: 0.769, Loss: 0.243 Epoch 7 Batch 15/269 - Train Accuracy: 0.738, Validation Accuracy: 0.761, Loss: 0.234 Epoch 7 Batch 16/269 - Train Accuracy: 0.776, Validation Accuracy: 0.747, Loss: 0.232 Epoch 7 Batch 17/269 - Train Accuracy: 0.743, Validation Accuracy: 0.734, Loss: 0.231 Epoch 7 Batch 18/269 - Train Accuracy: 0.741, Validation Accuracy: 0.735, Loss: 0.243 Epoch 7 Batch 19/269 - Train Accuracy: 0.784, Validation Accuracy: 0.743, Loss: 0.217 Epoch 7 Batch 20/269 - Train Accuracy: 0.760, Validation Accuracy: 0.767, Loss: 0.244 Epoch 7 Batch 21/269 - Train Accuracy: 0.753, Validation Accuracy: 0.773, Loss: 0.249 Epoch 7 Batch 22/269 - Train Accuracy: 0.774, Validation Accuracy: 0.775, Loss: 0.229 Epoch 7 Batch 23/269 - Train Accuracy: 0.774, Validation Accuracy: 0.774, Loss: 0.230 Epoch 7 Batch 24/269 - Train Accuracy: 0.750, Validation Accuracy: 0.769, Loss: 0.246 Epoch 7 Batch 25/269 - Train Accuracy: 0.747, Validation Accuracy: 0.762, Loss: 0.254 Epoch 7 Batch 26/269 - Train Accuracy: 0.771, Validation Accuracy: 0.757, Loss: 0.218 Epoch 7 Batch 27/269 - Train Accuracy: 0.746, Validation Accuracy: 0.748, Loss: 0.232 Epoch 7 Batch 28/269 - Train Accuracy: 0.706, Validation Accuracy: 0.743, Loss: 0.258 Epoch 7 Batch 29/269 - Train Accuracy: 0.756, Validation Accuracy: 0.743, Loss: 0.250 Epoch 7 Batch 30/269 - Train Accuracy: 0.759, Validation Accuracy: 0.762, Loss: 0.233 Epoch 7 Batch 31/269 - Train Accuracy: 0.764, Validation Accuracy: 0.764, Loss: 0.224 Epoch 7 Batch 32/269 - Train Accuracy: 0.754, Validation Accuracy: 0.762, Loss: 0.222 Epoch 7 Batch 33/269 - Train Accuracy: 0.778, Validation Accuracy: 0.766, Loss: 0.226 Epoch 7 Batch 34/269 - Train Accuracy: 0.763, Validation Accuracy: 0.763, Loss: 0.230 Epoch 7 Batch 35/269 - Train Accuracy: 0.761, Validation Accuracy: 0.765, Loss: 0.247 Epoch 7 Batch 36/269 - Train Accuracy: 0.761, Validation Accuracy: 0.771, Loss: 0.227 Epoch 7 Batch 37/269 - Train Accuracy: 0.774, Validation Accuracy: 0.762, Loss: 0.224 Epoch 7 Batch 38/269 - Train Accuracy: 0.762, Validation Accuracy: 0.759, Loss: 0.226 Epoch 7 Batch 39/269 - Train Accuracy: 0.759, Validation Accuracy: 0.763, Loss: 0.233 Epoch 7 Batch 40/269 - Train Accuracy: 0.751, Validation Accuracy: 0.765, Loss: 0.248 Epoch 7 Batch 41/269 - Train Accuracy: 0.751, Validation Accuracy: 0.770, Loss: 0.236 Epoch 7 Batch 42/269 - Train Accuracy: 0.770, Validation Accuracy: 0.772, Loss: 0.219 Epoch 7 Batch 43/269 - Train Accuracy: 0.757, Validation Accuracy: 0.772, Loss: 0.233 Epoch 7 Batch 44/269 - Train Accuracy: 0.769, Validation Accuracy: 0.773, Loss: 0.224 Epoch 7 Batch 45/269 - Train Accuracy: 0.760, Validation Accuracy: 0.770, Loss: 0.240 Epoch 7 Batch 46/269 - Train Accuracy: 0.759, Validation Accuracy: 0.772, Loss: 0.238 Epoch 7 Batch 47/269 - Train Accuracy: 0.784, Validation Accuracy: 0.774, Loss: 0.214 Epoch 7 Batch 48/269 - Train Accuracy: 0.768, Validation Accuracy: 0.775, Loss: 0.224 Epoch 7 Batch 49/269 - Train Accuracy: 0.759, Validation Accuracy: 0.772, Loss: 0.232 Epoch 7 Batch 50/269 - Train Accuracy: 0.754, Validation Accuracy: 0.768, Loss: 0.240 Epoch 7 Batch 51/269 - Train Accuracy: 0.749, Validation Accuracy: 0.759, Loss: 0.229 Epoch 7 Batch 52/269 - Train Accuracy: 0.741, Validation Accuracy: 0.753, Loss: 0.223 Epoch 7 Batch 53/269 - Train Accuracy: 0.736, Validation Accuracy: 0.763, Loss: 0.239 Epoch 7 Batch 54/269 - Train Accuracy: 0.763, Validation Accuracy: 0.771, Loss: 0.226 Epoch 7 Batch 55/269 - Train Accuracy: 0.771, Validation Accuracy: 0.771, Loss: 0.232 Epoch 7 Batch 56/269 - Train Accuracy: 0.777, Validation Accuracy: 0.774, Loss: 0.220 Epoch 7 Batch 57/269 - Train Accuracy: 0.766, Validation Accuracy: 0.771, Loss: 0.231 Epoch 7 Batch 58/269 - Train Accuracy: 0.768, Validation Accuracy: 0.764, Loss: 0.219 Epoch 7 Batch 59/269 - Train Accuracy: 0.785, Validation Accuracy: 0.766, Loss: 0.209 Epoch 7 Batch 60/269 - Train Accuracy: 0.753, Validation Accuracy: 0.765, Loss: 0.229 Epoch 7 Batch 61/269 - Train Accuracy: 0.779, Validation Accuracy: 0.764, Loss: 0.210 Epoch 7 Batch 62/269 - Train Accuracy: 0.776, Validation Accuracy: 0.762, Loss: 0.216 Epoch 7 Batch 63/269 - Train Accuracy: 0.769, Validation Accuracy: 0.756, Loss: 0.229 Epoch 7 Batch 64/269 - Train Accuracy: 0.741, Validation Accuracy: 0.752, Loss: 0.227 Epoch 7 Batch 65/269 - Train Accuracy: 0.751, Validation Accuracy: 0.753, Loss: 0.224 Epoch 7 Batch 66/269 - Train Accuracy: 0.749, Validation Accuracy: 0.758, Loss: 0.222 Epoch 7 Batch 67/269 - Train Accuracy: 0.728, Validation Accuracy: 0.756, Loss: 0.231 Epoch 7 Batch 68/269 - Train Accuracy: 0.736, Validation Accuracy: 0.760, Loss: 0.233 Epoch 7 Batch 69/269 - Train Accuracy: 0.742, Validation Accuracy: 0.767, Loss: 0.247 Epoch 7 Batch 70/269 - Train Accuracy: 0.777, Validation Accuracy: 0.771, Loss: 0.222 Epoch 7 Batch 71/269 - Train Accuracy: 0.771, Validation Accuracy: 0.775, Loss: 0.243 Epoch 7 Batch 72/269 - Train Accuracy: 0.764, Validation Accuracy: 0.771, Loss: 0.226 Epoch 7 Batch 73/269 - Train Accuracy: 0.761, Validation Accuracy: 0.763, Loss: 0.221 Epoch 7 Batch 74/269 - Train Accuracy: 0.766, Validation Accuracy: 0.756, Loss: 0.226 Epoch 7 Batch 75/269 - Train Accuracy: 0.749, Validation Accuracy: 0.737, Loss: 0.230 Epoch 7 Batch 76/269 - Train Accuracy: 0.722, Validation Accuracy: 0.737, Loss: 0.234 Epoch 7 Batch 77/269 - Train Accuracy: 0.771, Validation Accuracy: 0.750, Loss: 0.224 Epoch 7 Batch 78/269 - Train Accuracy: 0.765, Validation Accuracy: 0.762, Loss: 0.222 Epoch 7 Batch 79/269 - Train Accuracy: 0.769, Validation Accuracy: 0.766, Loss: 0.227 Epoch 7 Batch 80/269 - Train Accuracy: 0.777, Validation Accuracy: 0.774, Loss: 0.222 Epoch 7 Batch 81/269 - Train Accuracy: 0.773, Validation Accuracy: 0.775, Loss: 0.227 Epoch 7 Batch 82/269 - Train Accuracy: 0.771, Validation Accuracy: 0.778, Loss: 0.212 Epoch 7 Batch 83/269 - Train Accuracy: 0.766, Validation Accuracy: 0.769, Loss: 0.240 Epoch 7 Batch 84/269 - Train Accuracy: 0.758, Validation Accuracy: 0.762, Loss: 0.224 Epoch 7 Batch 85/269 - Train Accuracy: 0.763, Validation Accuracy: 0.762, Loss: 0.228 Epoch 7 Batch 86/269 - Train Accuracy: 0.748, Validation Accuracy: 0.756, Loss: 0.218 Epoch 7 Batch 87/269 - Train Accuracy: 0.742, Validation Accuracy: 0.757, Loss: 0.236 Epoch 7 Batch 88/269 - Train Accuracy: 0.760, Validation Accuracy: 0.763, Loss: 0.217 Epoch 7 Batch 89/269 - Train Accuracy: 0.785, Validation Accuracy: 0.769, Loss: 0.223 Epoch 7 Batch 90/269 - Train Accuracy: 0.741, Validation Accuracy: 0.771, Loss: 0.241 Epoch 7 Batch 91/269 - Train Accuracy: 0.766, Validation Accuracy: 0.765, Loss: 0.218 Epoch 7 Batch 92/269 - Train Accuracy: 0.760, Validation Accuracy: 0.764, Loss: 0.226 Epoch 7 Batch 93/269 - Train Accuracy: 0.775, Validation Accuracy: 0.758, Loss: 0.212 Epoch 7 Batch 94/269 - Train Accuracy: 0.760, Validation Accuracy: 0.763, Loss: 0.232 Epoch 7 Batch 95/269 - Train Accuracy: 0.759, Validation Accuracy: 0.761, Loss: 0.225 Epoch 7 Batch 96/269 - Train Accuracy: 0.759, Validation Accuracy: 0.763, Loss: 0.234 Epoch 7 Batch 97/269 - Train Accuracy: 0.755, Validation Accuracy: 0.764, Loss: 0.229 Epoch 7 Batch 98/269 - Train Accuracy: 0.760, Validation Accuracy: 0.763, Loss: 0.225 Epoch 7 Batch 99/269 - Train Accuracy: 0.773, Validation Accuracy: 0.761, Loss: 0.225 Epoch 7 Batch 100/269 - Train Accuracy: 0.793, Validation Accuracy: 0.768, Loss: 0.219 Epoch 7 Batch 101/269 - Train Accuracy: 0.738, Validation Accuracy: 0.764, Loss: 0.236 Epoch 7 Batch 102/269 - Train Accuracy: 0.758, Validation Accuracy: 0.768, Loss: 0.225 Epoch 7 Batch 103/269 - Train Accuracy: 0.769, Validation Accuracy: 0.767, Loss: 0.217 Epoch 7 Batch 104/269 - Train Accuracy: 0.754, Validation Accuracy: 0.763, Loss: 0.222 Epoch 7 Batch 105/269 - Train Accuracy: 0.754, Validation Accuracy: 0.757, Loss: 0.232 Epoch 7 Batch 106/269 - Train Accuracy: 0.754, Validation Accuracy: 0.764, Loss: 0.224 Epoch 7 Batch 107/269 - Train Accuracy: 0.751, Validation Accuracy: 0.770, Loss: 0.234 Epoch 7 Batch 108/269 - Train Accuracy: 0.762, Validation Accuracy: 0.769, Loss: 0.222 Epoch 7 Batch 109/269 - Train Accuracy: 0.726, Validation Accuracy: 0.759, Loss: 0.231 Epoch 7 Batch 110/269 - Train Accuracy: 0.755, Validation Accuracy: 0.748, Loss: 0.214 Epoch 7 Batch 111/269 - Train Accuracy: 0.735, Validation Accuracy: 0.747, Loss: 0.228 Epoch 7 Batch 112/269 - Train Accuracy: 0.754, Validation Accuracy: 0.748, Loss: 0.226 Epoch 7 Batch 113/269 - Train Accuracy: 0.762, Validation Accuracy: 0.753, Loss: 0.211 Epoch 7 Batch 114/269 - Train Accuracy: 0.745, Validation Accuracy: 0.752, Loss: 0.226 Epoch 7 Batch 115/269 - Train Accuracy: 0.747, Validation Accuracy: 0.767, Loss: 0.237 Epoch 7 Batch 116/269 - Train Accuracy: 0.764, Validation Accuracy: 0.773, Loss: 0.222 Epoch 7 Batch 117/269 - Train Accuracy: 0.759, Validation Accuracy: 0.776, Loss: 0.227 Epoch 7 Batch 118/269 - Train Accuracy: 0.794, Validation Accuracy: 0.776, Loss: 0.213 Epoch 7 Batch 119/269 - Train Accuracy: 0.759, Validation Accuracy: 0.770, Loss: 0.222 Epoch 7 Batch 120/269 - Train Accuracy: 0.754, Validation Accuracy: 0.768, Loss: 0.237 Epoch 7 Batch 121/269 - Train Accuracy: 0.761, Validation Accuracy: 0.763, Loss: 0.222 Epoch 7 Batch 122/269 - Train Accuracy: 0.760, Validation Accuracy: 0.761, Loss: 0.216 Epoch 7 Batch 123/269 - Train Accuracy: 0.751, Validation Accuracy: 0.764, Loss: 0.230 Epoch 7 Batch 124/269 - Train Accuracy: 0.768, Validation Accuracy: 0.768, Loss: 0.221 Epoch 7 Batch 125/269 - Train Accuracy: 0.763, Validation Accuracy: 0.769, Loss: 0.228 Epoch 7 Batch 126/269 - Train Accuracy: 0.761, Validation Accuracy: 0.768, Loss: 0.223 Epoch 7 Batch 127/269 - Train Accuracy: 0.747, Validation Accuracy: 0.762, Loss: 0.225 Epoch 7 Batch 128/269 - Train Accuracy: 0.768, Validation Accuracy: 0.760, Loss: 0.218 Epoch 7 Batch 129/269 - Train Accuracy: 0.751, Validation Accuracy: 0.758, Loss: 0.216 Epoch 7 Batch 130/269 - Train Accuracy: 0.740, Validation Accuracy: 0.748, Loss: 0.226 Epoch 7 Batch 131/269 - Train Accuracy: 0.732, Validation Accuracy: 0.752, Loss: 0.230 Epoch 7 Batch 132/269 - Train Accuracy: 0.742, Validation Accuracy: 0.759, Loss: 0.232 Epoch 7 Batch 133/269 - Train Accuracy: 0.775, Validation Accuracy: 0.769, Loss: 0.216 Epoch 7 Batch 134/269 - Train Accuracy: 0.753, Validation Accuracy: 0.775, Loss: 0.229 Epoch 7 Batch 135/269 - Train Accuracy: 0.741, Validation Accuracy: 0.779, Loss: 0.238 Epoch 7 Batch 136/269 - Train Accuracy: 0.744, Validation Accuracy: 0.774, Loss: 0.235 Epoch 7 Batch 137/269 - Train Accuracy: 0.759, Validation Accuracy: 0.778, Loss: 0.235 Epoch 7 Batch 138/269 - Train Accuracy: 0.764, Validation Accuracy: 0.776, Loss: 0.232 Epoch 7 Batch 139/269 - Train Accuracy: 0.784, Validation Accuracy: 0.772, Loss: 0.215 Epoch 7 Batch 140/269 - Train Accuracy: 0.775, Validation Accuracy: 0.767, Loss: 0.226 Epoch 7 Batch 141/269 - Train Accuracy: 0.757, Validation Accuracy: 0.767, Loss: 0.232 Epoch 7 Batch 142/269 - Train Accuracy: 0.773, Validation Accuracy: 0.769, Loss: 0.214 Epoch 7 Batch 143/269 - Train Accuracy: 0.788, Validation Accuracy: 0.774, Loss: 0.218 Epoch 7 Batch 144/269 - Train Accuracy: 0.779, Validation Accuracy: 0.776, Loss: 0.206 Epoch 7 Batch 145/269 - Train Accuracy: 0.768, Validation Accuracy: 0.776, Loss: 0.217 Epoch 7 Batch 146/269 - Train Accuracy: 0.769, Validation Accuracy: 0.765, Loss: 0.211 Epoch 7 Batch 147/269 - Train Accuracy: 0.764, Validation Accuracy: 0.752, Loss: 0.215 Epoch 7 Batch 148/269 - Train Accuracy: 0.748, Validation Accuracy: 0.751, Loss: 0.220 Epoch 7 Batch 149/269 - Train Accuracy: 0.762, Validation Accuracy: 0.756, Loss: 0.223 Epoch 7 Batch 150/269 - Train Accuracy: 0.765, Validation Accuracy: 0.768, Loss: 0.225 Epoch 7 Batch 151/269 - Train Accuracy: 0.790, Validation Accuracy: 0.771, Loss: 0.209 Epoch 7 Batch 152/269 - Train Accuracy: 0.772, Validation Accuracy: 0.776, Loss: 0.225 Epoch 7 Batch 153/269 - Train Accuracy: 0.775, Validation Accuracy: 0.783, Loss: 0.218 Epoch 7 Batch 154/269 - Train Accuracy: 0.761, Validation Accuracy: 0.784, Loss: 0.223 Epoch 7 Batch 155/269 - Train Accuracy: 0.779, Validation Accuracy: 0.782, Loss: 0.211 Epoch 7 Batch 156/269 - Train Accuracy: 0.771, Validation Accuracy: 0.776, Loss: 0.229 Epoch 7 Batch 157/269 - Train Accuracy: 0.769, Validation Accuracy: 0.772, Loss: 0.221 Epoch 7 Batch 158/269 - Train Accuracy: 0.767, Validation Accuracy: 0.772, Loss: 0.223 Epoch 7 Batch 159/269 - Train Accuracy: 0.762, Validation Accuracy: 0.768, Loss: 0.215 Epoch 7 Batch 160/269 - Train Accuracy: 0.760, Validation Accuracy: 0.771, Loss: 0.209 Epoch 7 Batch 161/269 - Train Accuracy: 0.752, Validation Accuracy: 0.754, Loss: 0.216 Epoch 7 Batch 162/269 - Train Accuracy: 0.759, Validation Accuracy: 0.756, Loss: 0.230 Epoch 7 Batch 163/269 - Train Accuracy: 0.769, Validation Accuracy: 0.770, Loss: 0.224 Epoch 7 Batch 164/269 - Train Accuracy: 0.768, Validation Accuracy: 0.772, Loss: 0.220 Epoch 7 Batch 165/269 - Train Accuracy: 0.742, Validation Accuracy: 0.771, Loss: 0.226 Epoch 7 Batch 166/269 - Train Accuracy: 0.763, Validation Accuracy: 0.762, Loss: 0.211 Epoch 7 Batch 167/269 - Train Accuracy: 0.765, Validation Accuracy: 0.772, Loss: 0.219 Epoch 7 Batch 168/269 - Train Accuracy: 0.771, Validation Accuracy: 0.777, Loss: 0.215 Epoch 7 Batch 169/269 - Train Accuracy: 0.766, Validation Accuracy: 0.773, Loss: 0.222 Epoch 7 Batch 170/269 - Train Accuracy: 0.770, Validation Accuracy: 0.767, Loss: 0.213 Epoch 7 Batch 171/269 - Train Accuracy: 0.744, Validation Accuracy: 0.770, Loss: 0.231 Epoch 7 Batch 172/269 - Train Accuracy: 0.757, Validation Accuracy: 0.766, Loss: 0.226 Epoch 7 Batch 173/269 - Train Accuracy: 0.763, Validation Accuracy: 0.775, Loss: 0.216 Epoch 7 Batch 174/269 - Train Accuracy: 0.765, Validation Accuracy: 0.771, Loss: 0.219 Epoch 7 Batch 175/269 - Train Accuracy: 0.763, Validation Accuracy: 0.774, Loss: 0.230 Epoch 7 Batch 176/269 - Train Accuracy: 0.753, Validation Accuracy: 0.776, Loss: 0.231 Epoch 7 Batch 177/269 - Train Accuracy: 0.786, Validation Accuracy: 0.777, Loss: 0.206 Epoch 7 Batch 178/269 - Train Accuracy: 0.772, Validation Accuracy: 0.781, Loss: 0.220 Epoch 7 Batch 179/269 - Train Accuracy: 0.767, Validation Accuracy: 0.782, Loss: 0.220 Epoch 7 Batch 180/269 - Train Accuracy: 0.774, Validation Accuracy: 0.778, Loss: 0.219 Epoch 7 Batch 181/269 - Train Accuracy: 0.754, Validation Accuracy: 0.774, Loss: 0.220 Epoch 7 Batch 182/269 - Train Accuracy: 0.759, Validation Accuracy: 0.768, Loss: 0.218 Epoch 7 Batch 183/269 - Train Accuracy: 0.792, Validation Accuracy: 0.772, Loss: 0.198 Epoch 7 Batch 184/269 - Train Accuracy: 0.746, Validation Accuracy: 0.773, Loss: 0.237 Epoch 7 Batch 185/269 - Train Accuracy: 0.764, Validation Accuracy: 0.778, Loss: 0.217 Epoch 7 Batch 186/269 - Train Accuracy: 0.760, Validation Accuracy: 0.775, Loss: 0.222 Epoch 7 Batch 187/269 - Train Accuracy: 0.763, Validation Accuracy: 0.785, Loss: 0.217 Epoch 7 Batch 188/269 - Train Accuracy: 0.775, Validation Accuracy: 0.784, Loss: 0.210 Epoch 7 Batch 189/269 - Train Accuracy: 0.780, Validation Accuracy: 0.781, Loss: 0.209 Epoch 7 Batch 190/269 - Train Accuracy: 0.767, Validation Accuracy: 0.764, Loss: 0.218 Epoch 7 Batch 191/269 - Train Accuracy: 0.768, Validation Accuracy: 0.764, Loss: 0.219 Epoch 7 Batch 192/269 - Train Accuracy: 0.769, Validation Accuracy: 0.762, Loss: 0.214 Epoch 7 Batch 193/269 - Train Accuracy: 0.771, Validation Accuracy: 0.772, Loss: 0.222 Epoch 7 Batch 194/269 - Train Accuracy: 0.774, Validation Accuracy: 0.775, Loss: 0.223 Epoch 7 Batch 195/269 - Train Accuracy: 0.771, Validation Accuracy: 0.780, Loss: 0.221 Epoch 7 Batch 196/269 - Train Accuracy: 0.751, Validation Accuracy: 0.769, Loss: 0.224 Epoch 7 Batch 197/269 - Train Accuracy: 0.736, Validation Accuracy: 0.766, Loss: 0.236 Epoch 7 Batch 198/269 - Train Accuracy: 0.741, Validation Accuracy: 0.751, Loss: 0.229 Epoch 7 Batch 199/269 - Train Accuracy: 0.745, Validation Accuracy: 0.754, Loss: 0.227 Epoch 7 Batch 200/269 - Train Accuracy: 0.767, Validation Accuracy: 0.775, Loss: 0.224 Epoch 7 Batch 201/269 - Train Accuracy: 0.762, Validation Accuracy: 0.775, Loss: 0.220 Epoch 7 Batch 202/269 - Train Accuracy: 0.771, Validation Accuracy: 0.775, Loss: 0.222 Epoch 7 Batch 203/269 - Train Accuracy: 0.764, Validation Accuracy: 0.772, Loss: 0.234 Epoch 7 Batch 204/269 - Train Accuracy: 0.736, Validation Accuracy: 0.773, Loss: 0.235 Epoch 7 Batch 205/269 - Train Accuracy: 0.749, Validation Accuracy: 0.770, Loss: 0.218 Epoch 7 Batch 206/269 - Train Accuracy: 0.747, Validation Accuracy: 0.768, Loss: 0.225 Epoch 7 Batch 207/269 - Train Accuracy: 0.768, Validation Accuracy: 0.776, Loss: 0.213 Epoch 7 Batch 208/269 - Train Accuracy: 0.758, Validation Accuracy: 0.771, Loss: 0.224 Epoch 7 Batch 209/269 - Train Accuracy: 0.771, Validation Accuracy: 0.773, Loss: 0.220 Epoch 7 Batch 210/269 - Train Accuracy: 0.779, Validation Accuracy: 0.781, Loss: 0.212 Epoch 7 Batch 211/269 - Train Accuracy: 0.771, Validation Accuracy: 0.779, Loss: 0.224 Epoch 7 Batch 212/269 - Train Accuracy: 0.770, Validation Accuracy: 0.785, Loss: 0.226 Epoch 7 Batch 213/269 - Train Accuracy: 0.753, Validation Accuracy: 0.783, Loss: 0.226 Epoch 7 Batch 214/269 - Train Accuracy: 0.782, Validation Accuracy: 0.774, Loss: 0.214 Epoch 7 Batch 215/269 - Train Accuracy: 0.786, Validation Accuracy: 0.767, Loss: 0.209 Epoch 7 Batch 216/269 - Train Accuracy: 0.742, Validation Accuracy: 0.765, Loss: 0.234 Epoch 7 Batch 217/269 - Train Accuracy: 0.726, Validation Accuracy: 0.762, Loss: 0.227 Epoch 7 Batch 218/269 - Train Accuracy: 0.753, Validation Accuracy: 0.763, Loss: 0.218 Epoch 7 Batch 219/269 - Train Accuracy: 0.770, Validation Accuracy: 0.774, Loss: 0.226 Epoch 7 Batch 220/269 - Train Accuracy: 0.765, Validation Accuracy: 0.776, Loss: 0.204 Epoch 7 Batch 221/269 - Train Accuracy: 0.791, Validation Accuracy: 0.782, Loss: 0.210 Epoch 7 Batch 222/269 - Train Accuracy: 0.778, Validation Accuracy: 0.782, Loss: 0.209 Epoch 7 Batch 223/269 - Train Accuracy: 0.771, Validation Accuracy: 0.781, Loss: 0.212 Epoch 7 Batch 224/269 - Train Accuracy: 0.777, Validation Accuracy: 0.776, Loss: 0.222 Epoch 7 Batch 225/269 - Train Accuracy: 0.759, Validation Accuracy: 0.771, Loss: 0.218 Epoch 7 Batch 226/269 - Train Accuracy: 0.761, Validation Accuracy: 0.766, Loss: 0.215 Epoch 7 Batch 227/269 - Train Accuracy: 0.798, Validation Accuracy: 0.758, Loss: 0.189 Epoch 7 Batch 228/269 - Train Accuracy: 0.753, Validation Accuracy: 0.756, Loss: 0.212 Epoch 7 Batch 229/269 - Train Accuracy: 0.766, Validation Accuracy: 0.773, Loss: 0.201 Epoch 7 Batch 230/269 - Train Accuracy: 0.756, Validation Accuracy: 0.781, Loss: 0.221 Epoch 7 Batch 231/269 - Train Accuracy: 0.738, Validation Accuracy: 0.781, Loss: 0.231 Epoch 7 Batch 232/269 - Train Accuracy: 0.746, Validation Accuracy: 0.783, Loss: 0.234 Epoch 7 Batch 233/269 - Train Accuracy: 0.777, Validation Accuracy: 0.785, Loss: 0.220 Epoch 7 Batch 234/269 - Train Accuracy: 0.784, Validation Accuracy: 0.786, Loss: 0.216 Epoch 7 Batch 235/269 - Train Accuracy: 0.793, Validation Accuracy: 0.786, Loss: 0.203 Epoch 7 Batch 236/269 - Train Accuracy: 0.774, Validation Accuracy: 0.774, Loss: 0.209 Epoch 7 Batch 237/269 - Train Accuracy: 0.756, Validation Accuracy: 0.772, Loss: 0.216 Epoch 7 Batch 238/269 - Train Accuracy: 0.767, Validation Accuracy: 0.762, Loss: 0.206 Epoch 7 Batch 239/269 - Train Accuracy: 0.762, Validation Accuracy: 0.754, Loss: 0.208 Epoch 7 Batch 240/269 - Train Accuracy: 0.783, Validation Accuracy: 0.756, Loss: 0.188 Epoch 7 Batch 241/269 - Train Accuracy: 0.765, Validation Accuracy: 0.762, Loss: 0.213 Epoch 7 Batch 242/269 - Train Accuracy: 0.754, Validation Accuracy: 0.767, Loss: 0.217 Epoch 7 Batch 243/269 - Train Accuracy: 0.784, Validation Accuracy: 0.776, Loss: 0.207 Epoch 7 Batch 244/269 - Train Accuracy: 0.766, Validation Accuracy: 0.779, Loss: 0.220 Epoch 7 Batch 245/269 - Train Accuracy: 0.762, Validation Accuracy: 0.789, Loss: 0.225 Epoch 7 Batch 246/269 - Train Accuracy: 0.755, Validation Accuracy: 0.792, Loss: 0.215 Epoch 7 Batch 247/269 - Train Accuracy: 0.766, Validation Accuracy: 0.787, Loss: 0.219 Epoch 7 Batch 248/269 - Train Accuracy: 0.763, Validation Accuracy: 0.777, Loss: 0.210 Epoch 7 Batch 249/269 - Train Accuracy: 0.777, Validation Accuracy: 0.771, Loss: 0.197 Epoch 7 Batch 250/269 - Train Accuracy: 0.761, Validation Accuracy: 0.764, Loss: 0.208 Epoch 7 Batch 251/269 - Train Accuracy: 0.780, Validation Accuracy: 0.769, Loss: 0.208 Epoch 7 Batch 252/269 - Train Accuracy: 0.759, Validation Accuracy: 0.774, Loss: 0.219 Epoch 7 Batch 253/269 - Train Accuracy: 0.764, Validation Accuracy: 0.779, Loss: 0.220 Epoch 7 Batch 254/269 - Train Accuracy: 0.780, Validation Accuracy: 0.785, Loss: 0.218 Epoch 7 Batch 255/269 - Train Accuracy: 0.794, Validation Accuracy: 0.785, Loss: 0.193 Epoch 7 Batch 256/269 - Train Accuracy: 0.746, Validation Accuracy: 0.781, Loss: 0.218 Epoch 7 Batch 257/269 - Train Accuracy: 0.737, Validation Accuracy: 0.774, Loss: 0.223 Epoch 7 Batch 258/269 - Train Accuracy: 0.757, Validation Accuracy: 0.757, Loss: 0.211 Epoch 7 Batch 259/269 - Train Accuracy: 0.771, Validation Accuracy: 0.764, Loss: 0.204 Epoch 7 Batch 260/269 - Train Accuracy: 0.761, Validation Accuracy: 0.776, Loss: 0.225 Epoch 7 Batch 261/269 - Train Accuracy: 0.762, Validation Accuracy: 0.781, Loss: 0.230 Epoch 7 Batch 262/269 - Train Accuracy: 0.786, Validation Accuracy: 0.787, Loss: 0.205 Epoch 7 Batch 263/269 - Train Accuracy: 0.773, Validation Accuracy: 0.781, Loss: 0.222 Epoch 7 Batch 264/269 - Train Accuracy: 0.763, Validation Accuracy: 0.782, Loss: 0.215 Epoch 7 Batch 265/269 - Train Accuracy: 0.758, Validation Accuracy: 0.782, Loss: 0.226 Epoch 7 Batch 266/269 - Train Accuracy: 0.776, Validation Accuracy: 0.782, Loss: 0.214 Epoch 7 Batch 267/269 - Train Accuracy: 0.771, Validation Accuracy: 0.779, Loss: 0.222 Epoch 8 Batch 0/269 - Train Accuracy: 0.761, Validation Accuracy: 0.776, Loss: 0.224 Epoch 8 Batch 1/269 - Train Accuracy: 0.759, Validation Accuracy: 0.764, Loss: 0.218 Epoch 8 Batch 2/269 - Train Accuracy: 0.752, Validation Accuracy: 0.765, Loss: 0.217 Epoch 8 Batch 3/269 - Train Accuracy: 0.770, Validation Accuracy: 0.765, Loss: 0.216 Epoch 8 Batch 4/269 - Train Accuracy: 0.745, Validation Accuracy: 0.765, Loss: 0.232 Epoch 8 Batch 5/269 - Train Accuracy: 0.750, Validation Accuracy: 0.762, Loss: 0.228 Epoch 8 Batch 6/269 - Train Accuracy: 0.763, Validation Accuracy: 0.768, Loss: 0.217 Epoch 8 Batch 7/269 - Train Accuracy: 0.770, Validation Accuracy: 0.764, Loss: 0.206 Epoch 8 Batch 8/269 - Train Accuracy: 0.747, Validation Accuracy: 0.775, Loss: 0.231 Epoch 8 Batch 9/269 - Train Accuracy: 0.752, Validation Accuracy: 0.779, Loss: 0.226 Epoch 8 Batch 10/269 - Train Accuracy: 0.768, Validation Accuracy: 0.785, Loss: 0.224 Epoch 8 Batch 11/269 - Train Accuracy: 0.761, Validation Accuracy: 0.781, Loss: 0.223 Epoch 8 Batch 12/269 - Train Accuracy: 0.743, Validation Accuracy: 0.782, Loss: 0.230 Epoch 8 Batch 13/269 - Train Accuracy: 0.792, Validation Accuracy: 0.780, Loss: 0.195 Epoch 8 Batch 14/269 - Train Accuracy: 0.763, Validation Accuracy: 0.782, Loss: 0.223 Epoch 8 Batch 15/269 - Train Accuracy: 0.757, Validation Accuracy: 0.780, Loss: 0.211 Epoch 8 Batch 16/269 - Train Accuracy: 0.786, Validation Accuracy: 0.764, Loss: 0.211 Epoch 8 Batch 17/269 - Train Accuracy: 0.758, Validation Accuracy: 0.756, Loss: 0.212 Epoch 8 Batch 18/269 - Train Accuracy: 0.751, Validation Accuracy: 0.746, Loss: 0.221 Epoch 8 Batch 19/269 - Train Accuracy: 0.791, Validation Accuracy: 0.754, Loss: 0.196 Epoch 8 Batch 20/269 - Train Accuracy: 0.771, Validation Accuracy: 0.771, Loss: 0.223 Epoch 8 Batch 21/269 - Train Accuracy: 0.765, Validation Accuracy: 0.785, Loss: 0.230 Epoch 8 Batch 22/269 - Train Accuracy: 0.786, Validation Accuracy: 0.787, Loss: 0.206 Epoch 8 Batch 23/269 - Train Accuracy: 0.785, Validation Accuracy: 0.788, Loss: 0.205 Epoch 8 Batch 24/269 - Train Accuracy: 0.765, Validation Accuracy: 0.791, Loss: 0.224 Epoch 8 Batch 25/269 - Train Accuracy: 0.760, Validation Accuracy: 0.782, Loss: 0.229 Epoch 8 Batch 26/269 - Train Accuracy: 0.783, Validation Accuracy: 0.769, Loss: 0.200 Epoch 8 Batch 27/269 - Train Accuracy: 0.748, Validation Accuracy: 0.761, Loss: 0.210 Epoch 8 Batch 28/269 - Train Accuracy: 0.722, Validation Accuracy: 0.751, Loss: 0.234 Epoch 8 Batch 29/269 - Train Accuracy: 0.766, Validation Accuracy: 0.767, Loss: 0.222 Epoch 8 Batch 30/269 - Train Accuracy: 0.774, Validation Accuracy: 0.775, Loss: 0.211 Epoch 8 Batch 31/269 - Train Accuracy: 0.783, Validation Accuracy: 0.779, Loss: 0.199 Epoch 8 Batch 32/269 - Train Accuracy: 0.769, Validation Accuracy: 0.780, Loss: 0.195 Epoch 8 Batch 33/269 - Train Accuracy: 0.780, Validation Accuracy: 0.780, Loss: 0.203 Epoch 8 Batch 34/269 - Train Accuracy: 0.767, Validation Accuracy: 0.776, Loss: 0.210 Epoch 8 Batch 35/269 - Train Accuracy: 0.765, Validation Accuracy: 0.777, Loss: 0.228 Epoch 8 Batch 36/269 - Train Accuracy: 0.773, Validation Accuracy: 0.768, Loss: 0.205 Epoch 8 Batch 37/269 - Train Accuracy: 0.783, Validation Accuracy: 0.777, Loss: 0.206 Epoch 8 Batch 38/269 - Train Accuracy: 0.778, Validation Accuracy: 0.778, Loss: 0.203 Epoch 8 Batch 39/269 - Train Accuracy: 0.776, Validation Accuracy: 0.781, Loss: 0.214 Epoch 8 Batch 40/269 - Train Accuracy: 0.754, Validation Accuracy: 0.778, Loss: 0.227 Epoch 8 Batch 41/269 - Train Accuracy: 0.761, Validation Accuracy: 0.778, Loss: 0.217 Epoch 8 Batch 42/269 - Train Accuracy: 0.776, Validation Accuracy: 0.778, Loss: 0.200 Epoch 8 Batch 43/269 - Train Accuracy: 0.769, Validation Accuracy: 0.776, Loss: 0.215 Epoch 8 Batch 44/269 - Train Accuracy: 0.761, Validation Accuracy: 0.774, Loss: 0.207 Epoch 8 Batch 45/269 - Train Accuracy: 0.769, Validation Accuracy: 0.779, Loss: 0.218 Epoch 8 Batch 46/269 - Train Accuracy: 0.779, Validation Accuracy: 0.782, Loss: 0.217 Epoch 8 Batch 47/269 - Train Accuracy: 0.801, Validation Accuracy: 0.786, Loss: 0.194 Epoch 8 Batch 48/269 - Train Accuracy: 0.779, Validation Accuracy: 0.789, Loss: 0.202 Epoch 8 Batch 49/269 - Train Accuracy: 0.770, Validation Accuracy: 0.795, Loss: 0.213 Epoch 8 Batch 50/269 - Train Accuracy: 0.763, Validation Accuracy: 0.784, Loss: 0.219 Epoch 8 Batch 51/269 - Train Accuracy: 0.756, Validation Accuracy: 0.770, Loss: 0.211 Epoch 8 Batch 52/269 - Train Accuracy: 0.741, Validation Accuracy: 0.760, Loss: 0.206 Epoch 8 Batch 53/269 - Train Accuracy: 0.756, Validation Accuracy: 0.764, Loss: 0.216 Epoch 8 Batch 54/269 - Train Accuracy: 0.774, Validation Accuracy: 0.781, Loss: 0.201 Epoch 8 Batch 55/269 - Train Accuracy: 0.778, Validation Accuracy: 0.782, Loss: 0.209 Epoch 8 Batch 56/269 - Train Accuracy: 0.781, Validation Accuracy: 0.781, Loss: 0.201 Epoch 8 Batch 57/269 - Train Accuracy: 0.776, Validation Accuracy: 0.781, Loss: 0.211 Epoch 8 Batch 58/269 - Train Accuracy: 0.775, Validation Accuracy: 0.778, Loss: 0.201 Epoch 8 Batch 59/269 - Train Accuracy: 0.791, Validation Accuracy: 0.775, Loss: 0.193 Epoch 8 Batch 60/269 - Train Accuracy: 0.767, Validation Accuracy: 0.774, Loss: 0.209 Epoch 8 Batch 61/269 - Train Accuracy: 0.782, Validation Accuracy: 0.773, Loss: 0.195 Epoch 8 Batch 62/269 - Train Accuracy: 0.784, Validation Accuracy: 0.772, Loss: 0.197 Epoch 8 Batch 63/269 - Train Accuracy: 0.779, Validation Accuracy: 0.770, Loss: 0.211 Epoch 8 Batch 64/269 - Train Accuracy: 0.758, Validation Accuracy: 0.766, Loss: 0.209 Epoch 8 Batch 65/269 - Train Accuracy: 0.763, Validation Accuracy: 0.768, Loss: 0.204 Epoch 8 Batch 66/269 - Train Accuracy: 0.755, Validation Accuracy: 0.766, Loss: 0.205 Epoch 8 Batch 67/269 - Train Accuracy: 0.751, Validation Accuracy: 0.771, Loss: 0.213 Epoch 8 Batch 68/269 - Train Accuracy: 0.744, Validation Accuracy: 0.769, Loss: 0.215 Epoch 8 Batch 69/269 - Train Accuracy: 0.743, Validation Accuracy: 0.769, Loss: 0.229 Epoch 8 Batch 70/269 - Train Accuracy: 0.787, Validation Accuracy: 0.777, Loss: 0.205 Epoch 8 Batch 71/269 - Train Accuracy: 0.780, Validation Accuracy: 0.782, Loss: 0.221 Epoch 8 Batch 72/269 - Train Accuracy: 0.765, Validation Accuracy: 0.784, Loss: 0.208 Epoch 8 Batch 73/269 - Train Accuracy: 0.770, Validation Accuracy: 0.781, Loss: 0.201 Epoch 8 Batch 74/269 - Train Accuracy: 0.771, Validation Accuracy: 0.768, Loss: 0.208 Epoch 8 Batch 75/269 - Train Accuracy: 0.755, Validation Accuracy: 0.755, Loss: 0.210 Epoch 8 Batch 76/269 - Train Accuracy: 0.729, Validation Accuracy: 0.745, Loss: 0.217 Epoch 8 Batch 77/269 - Train Accuracy: 0.772, Validation Accuracy: 0.757, Loss: 0.207 Epoch 8 Batch 78/269 - Train Accuracy: 0.766, Validation Accuracy: 0.767, Loss: 0.206 Epoch 8 Batch 79/269 - Train Accuracy: 0.773, Validation Accuracy: 0.777, Loss: 0.212 Epoch 8 Batch 80/269 - Train Accuracy: 0.778, Validation Accuracy: 0.782, Loss: 0.204 Epoch 8 Batch 81/269 - Train Accuracy: 0.776, Validation Accuracy: 0.783, Loss: 0.209 Epoch 8 Batch 82/269 - Train Accuracy: 0.782, Validation Accuracy: 0.783, Loss: 0.193 Epoch 8 Batch 83/269 - Train Accuracy: 0.773, Validation Accuracy: 0.779, Loss: 0.221 Epoch 8 Batch 84/269 - Train Accuracy: 0.769, Validation Accuracy: 0.779, Loss: 0.207 Epoch 8 Batch 85/269 - Train Accuracy: 0.776, Validation Accuracy: 0.764, Loss: 0.211 Epoch 8 Batch 86/269 - Train Accuracy: 0.754, Validation Accuracy: 0.752, Loss: 0.201 Epoch 8 Batch 87/269 - Train Accuracy: 0.749, Validation Accuracy: 0.755, Loss: 0.221 Epoch 8 Batch 88/269 - Train Accuracy: 0.771, Validation Accuracy: 0.769, Loss: 0.199 Epoch 8 Batch 89/269 - Train Accuracy: 0.779, Validation Accuracy: 0.778, Loss: 0.206 Epoch 8 Batch 90/269 - Train Accuracy: 0.749, Validation Accuracy: 0.779, Loss: 0.221 Epoch 8 Batch 91/269 - Train Accuracy: 0.774, Validation Accuracy: 0.779, Loss: 0.197 Epoch 8 Batch 92/269 - Train Accuracy: 0.762, Validation Accuracy: 0.780, Loss: 0.208 Epoch 8 Batch 93/269 - Train Accuracy: 0.785, Validation Accuracy: 0.779, Loss: 0.198 Epoch 8 Batch 94/269 - Train Accuracy: 0.763, Validation Accuracy: 0.777, Loss: 0.219 Epoch 8 Batch 95/269 - Train Accuracy: 0.766, Validation Accuracy: 0.771, Loss: 0.206 Epoch 8 Batch 96/269 - Train Accuracy: 0.766, Validation Accuracy: 0.774, Loss: 0.221 Epoch 8 Batch 97/269 - Train Accuracy: 0.752, Validation Accuracy: 0.777, Loss: 0.215 Epoch 8 Batch 98/269 - Train Accuracy: 0.771, Validation Accuracy: 0.778, Loss: 0.212 Epoch 8 Batch 99/269 - Train Accuracy: 0.776, Validation Accuracy: 0.778, Loss: 0.208 Epoch 8 Batch 100/269 - Train Accuracy: 0.802, Validation Accuracy: 0.783, Loss: 0.203 Epoch 8 Batch 101/269 - Train Accuracy: 0.749, Validation Accuracy: 0.783, Loss: 0.223 Epoch 8 Batch 102/269 - Train Accuracy: 0.760, Validation Accuracy: 0.783, Loss: 0.207 Epoch 8 Batch 103/269 - Train Accuracy: 0.765, Validation Accuracy: 0.772, Loss: 0.203 Epoch 8 Batch 104/269 - Train Accuracy: 0.755, Validation Accuracy: 0.760, Loss: 0.206 Epoch 8 Batch 105/269 - Train Accuracy: 0.755, Validation Accuracy: 0.759, Loss: 0.217 Epoch 8 Batch 106/269 - Train Accuracy: 0.763, Validation Accuracy: 0.775, Loss: 0.208 Epoch 8 Batch 107/269 - Train Accuracy: 0.766, Validation Accuracy: 0.781, Loss: 0.217 Epoch 8 Batch 108/269 - Train Accuracy: 0.765, Validation Accuracy: 0.785, Loss: 0.208 Epoch 8 Batch 109/269 - Train Accuracy: 0.734, Validation Accuracy: 0.783, Loss: 0.215 Epoch 8 Batch 110/269 - Train Accuracy: 0.759, Validation Accuracy: 0.779, Loss: 0.202 Epoch 8 Batch 111/269 - Train Accuracy: 0.738, Validation Accuracy: 0.770, Loss: 0.212 Epoch 8 Batch 112/269 - Train Accuracy: 0.760, Validation Accuracy: 0.760, Loss: 0.210 Epoch 8 Batch 113/269 - Train Accuracy: 0.762, Validation Accuracy: 0.766, Loss: 0.199 Epoch 8 Batch 114/269 - Train Accuracy: 0.749, Validation Accuracy: 0.763, Loss: 0.206 Epoch 8 Batch 115/269 - Train Accuracy: 0.758, Validation Accuracy: 0.776, Loss: 0.224 Epoch 8 Batch 116/269 - Train Accuracy: 0.773, Validation Accuracy: 0.780, Loss: 0.204 Epoch 8 Batch 117/269 - Train Accuracy: 0.759, Validation Accuracy: 0.777, Loss: 0.213 Epoch 8 Batch 118/269 - Train Accuracy: 0.806, Validation Accuracy: 0.779, Loss: 0.196 Epoch 8 Batch 119/269 - Train Accuracy: 0.763, Validation Accuracy: 0.772, Loss: 0.201 Epoch 8 Batch 120/269 - Train Accuracy: 0.766, Validation Accuracy: 0.776, Loss: 0.224 Epoch 8 Batch 121/269 - Train Accuracy: 0.774, Validation Accuracy: 0.773, Loss: 0.203 Epoch 8 Batch 122/269 - Train Accuracy: 0.764, Validation Accuracy: 0.773, Loss: 0.201 Epoch 8 Batch 123/269 - Train Accuracy: 0.755, Validation Accuracy: 0.773, Loss: 0.214 Epoch 8 Batch 124/269 - Train Accuracy: 0.768, Validation Accuracy: 0.772, Loss: 0.204 Epoch 8 Batch 125/269 - Train Accuracy: 0.768, Validation Accuracy: 0.770, Loss: 0.213 Epoch 8 Batch 126/269 - Train Accuracy: 0.762, Validation Accuracy: 0.769, Loss: 0.208 Epoch 8 Batch 127/269 - Train Accuracy: 0.752, Validation Accuracy: 0.770, Loss: 0.215 Epoch 8 Batch 128/269 - Train Accuracy: 0.780, Validation Accuracy: 0.768, Loss: 0.204 Epoch 8 Batch 129/269 - Train Accuracy: 0.766, Validation Accuracy: 0.770, Loss: 0.205 Epoch 8 Batch 130/269 - Train Accuracy: 0.739, Validation Accuracy: 0.758, Loss: 0.210 Epoch 8 Batch 131/269 - Train Accuracy: 0.740, Validation Accuracy: 0.766, Loss: 0.214 Epoch 8 Batch 132/269 - Train Accuracy: 0.744, Validation Accuracy: 0.771, Loss: 0.218 Epoch 8 Batch 133/269 - Train Accuracy: 0.775, Validation Accuracy: 0.773, Loss: 0.199 Epoch 8 Batch 134/269 - Train Accuracy: 0.766, Validation Accuracy: 0.775, Loss: 0.214 Epoch 8 Batch 135/269 - Train Accuracy: 0.753, Validation Accuracy: 0.773, Loss: 0.219 Epoch 8 Batch 136/269 - Train Accuracy: 0.753, Validation Accuracy: 0.775, Loss: 0.222 Epoch 8 Batch 137/269 - Train Accuracy: 0.762, Validation Accuracy: 0.779, Loss: 0.214 Epoch 8 Batch 138/269 - Train Accuracy: 0.769, Validation Accuracy: 0.777, Loss: 0.214 Epoch 8 Batch 139/269 - Train Accuracy: 0.794, Validation Accuracy: 0.780, Loss: 0.196 Epoch 8 Batch 140/269 - Train Accuracy: 0.781, Validation Accuracy: 0.781, Loss: 0.210 Epoch 8 Batch 141/269 - Train Accuracy: 0.765, Validation Accuracy: 0.785, Loss: 0.213 Epoch 8 Batch 142/269 - Train Accuracy: 0.783, Validation Accuracy: 0.782, Loss: 0.194 Epoch 8 Batch 143/269 - Train Accuracy: 0.788, Validation Accuracy: 0.785, Loss: 0.198 Epoch 8 Batch 144/269 - Train Accuracy: 0.783, Validation Accuracy: 0.789, Loss: 0.191 Epoch 8 Batch 145/269 - Train Accuracy: 0.774, Validation Accuracy: 0.780, Loss: 0.200 Epoch 8 Batch 146/269 - Train Accuracy: 0.776, Validation Accuracy: 0.779, Loss: 0.193 Epoch 8 Batch 147/269 - Train Accuracy: 0.782, Validation Accuracy: 0.774, Loss: 0.196 Epoch 8 Batch 148/269 - Train Accuracy: 0.767, Validation Accuracy: 0.773, Loss: 0.204 Epoch 8 Batch 149/269 - Train Accuracy: 0.771, Validation Accuracy: 0.773, Loss: 0.201 Epoch 8 Batch 150/269 - Train Accuracy: 0.766, Validation Accuracy: 0.772, Loss: 0.201 Epoch 8 Batch 151/269 - Train Accuracy: 0.801, Validation Accuracy: 0.775, Loss: 0.190 Epoch 8 Batch 152/269 - Train Accuracy: 0.784, Validation Accuracy: 0.782, Loss: 0.203 Epoch 8 Batch 153/269 - Train Accuracy: 0.781, Validation Accuracy: 0.789, Loss: 0.197 Epoch 8 Batch 154/269 - Train Accuracy: 0.773, Validation Accuracy: 0.787, Loss: 0.203 Epoch 8 Batch 155/269 - Train Accuracy: 0.790, Validation Accuracy: 0.787, Loss: 0.190 Epoch 8 Batch 156/269 - Train Accuracy: 0.778, Validation Accuracy: 0.784, Loss: 0.206 Epoch 8 Batch 157/269 - Train Accuracy: 0.777, Validation Accuracy: 0.782, Loss: 0.203 Epoch 8 Batch 158/269 - Train Accuracy: 0.770, Validation Accuracy: 0.781, Loss: 0.200 Epoch 8 Batch 159/269 - Train Accuracy: 0.776, Validation Accuracy: 0.782, Loss: 0.197 Epoch 8 Batch 160/269 - Train Accuracy: 0.773, Validation Accuracy: 0.786, Loss: 0.188 Epoch 8 Batch 161/269 - Train Accuracy: 0.779, Validation Accuracy: 0.777, Loss: 0.194 Epoch 8 Batch 162/269 - Train Accuracy: 0.779, Validation Accuracy: 0.777, Loss: 0.208 Epoch 8 Batch 163/269 - Train Accuracy: 0.779, Validation Accuracy: 0.781, Loss: 0.205 Epoch 8 Batch 164/269 - Train Accuracy: 0.771, Validation Accuracy: 0.779, Loss: 0.205 Epoch 8 Batch 165/269 - Train Accuracy: 0.764, Validation Accuracy: 0.774, Loss: 0.205 Epoch 8 Batch 166/269 - Train Accuracy: 0.770, Validation Accuracy: 0.777, Loss: 0.198 Epoch 8 Batch 167/269 - Train Accuracy: 0.774, Validation Accuracy: 0.777, Loss: 0.198 Epoch 8 Batch 168/269 - Train Accuracy: 0.780, Validation Accuracy: 0.781, Loss: 0.208 Epoch 8 Batch 169/269 - Train Accuracy: 0.763, Validation Accuracy: 0.775, Loss: 0.200 Epoch 8 Batch 170/269 - Train Accuracy: 0.776, Validation Accuracy: 0.775, Loss: 0.203 Epoch 8 Batch 171/269 - Train Accuracy: 0.763, Validation Accuracy: 0.776, Loss: 0.210 Epoch 8 Batch 172/269 - Train Accuracy: 0.754, Validation Accuracy: 0.771, Loss: 0.206 Epoch 8 Batch 173/269 - Train Accuracy: 0.771, Validation Accuracy: 0.775, Loss: 0.198 Epoch 8 Batch 174/269 - Train Accuracy: 0.779, Validation Accuracy: 0.775, Loss: 0.197 Epoch 8 Batch 175/269 - Train Accuracy: 0.769, Validation Accuracy: 0.784, Loss: 0.213 Epoch 8 Batch 176/269 - Train Accuracy: 0.754, Validation Accuracy: 0.786, Loss: 0.210 Epoch 8 Batch 177/269 - Train Accuracy: 0.788, Validation Accuracy: 0.779, Loss: 0.184 Epoch 8 Batch 178/269 - Train Accuracy: 0.772, Validation Accuracy: 0.783, Loss: 0.202 Epoch 8 Batch 179/269 - Train Accuracy: 0.767, Validation Accuracy: 0.775, Loss: 0.201 Epoch 8 Batch 180/269 - Train Accuracy: 0.784, Validation Accuracy: 0.777, Loss: 0.207 Epoch 8 Batch 181/269 - Train Accuracy: 0.769, Validation Accuracy: 0.771, Loss: 0.203 Epoch 8 Batch 182/269 - Train Accuracy: 0.772, Validation Accuracy: 0.780, Loss: 0.202 Epoch 8 Batch 183/269 - Train Accuracy: 0.809, Validation Accuracy: 0.786, Loss: 0.180 Epoch 8 Batch 184/269 - Train Accuracy: 0.762, Validation Accuracy: 0.781, Loss: 0.216 Epoch 8 Batch 185/269 - Train Accuracy: 0.782, Validation Accuracy: 0.788, Loss: 0.198 Epoch 8 Batch 186/269 - Train Accuracy: 0.768, Validation Accuracy: 0.787, Loss: 0.200 Epoch 8 Batch 187/269 - Train Accuracy: 0.782, Validation Accuracy: 0.796, Loss: 0.198 Epoch 8 Batch 188/269 - Train Accuracy: 0.794, Validation Accuracy: 0.789, Loss: 0.190 Epoch 8 Batch 189/269 - Train Accuracy: 0.789, Validation Accuracy: 0.785, Loss: 0.190 Epoch 8 Batch 190/269 - Train Accuracy: 0.780, Validation Accuracy: 0.794, Loss: 0.202 Epoch 8 Batch 191/269 - Train Accuracy: 0.789, Validation Accuracy: 0.781, Loss: 0.193 Epoch 8 Batch 192/269 - Train Accuracy: 0.775, Validation Accuracy: 0.778, Loss: 0.198 Epoch 8 Batch 193/269 - Train Accuracy: 0.765, Validation Accuracy: 0.774, Loss: 0.198 Epoch 8 Batch 194/269 - Train Accuracy: 0.789, Validation Accuracy: 0.790, Loss: 0.207 Epoch 8 Batch 195/269 - Train Accuracy: 0.777, Validation Accuracy: 0.784, Loss: 0.194 Epoch 8 Batch 196/269 - Train Accuracy: 0.756, Validation Accuracy: 0.785, Loss: 0.208 Epoch 8 Batch 197/269 - Train Accuracy: 0.750, Validation Accuracy: 0.770, Loss: 0.205 Epoch 8 Batch 198/269 - Train Accuracy: 0.743, Validation Accuracy: 0.763, Loss: 0.205 Epoch 8 Batch 199/269 - Train Accuracy: 0.764, Validation Accuracy: 0.767, Loss: 0.195 Epoch 8 Batch 200/269 - Train Accuracy: 0.787, Validation Accuracy: 0.788, Loss: 0.197 Epoch 8 Batch 201/269 - Train Accuracy: 0.766, Validation Accuracy: 0.791, Loss: 0.196 Epoch 8 Batch 202/269 - Train Accuracy: 0.777, Validation Accuracy: 0.786, Loss: 0.196 Epoch 8 Batch 203/269 - Train Accuracy: 0.769, Validation Accuracy: 0.784, Loss: 0.209 Epoch 8 Batch 204/269 - Train Accuracy: 0.757, Validation Accuracy: 0.774, Loss: 0.209 Epoch 8 Batch 205/269 - Train Accuracy: 0.754, Validation Accuracy: 0.768, Loss: 0.190 Epoch 8 Batch 206/269 - Train Accuracy: 0.763, Validation Accuracy: 0.778, Loss: 0.204 Epoch 8 Batch 207/269 - Train Accuracy: 0.787, Validation Accuracy: 0.786, Loss: 0.191 Epoch 8 Batch 208/269 - Train Accuracy: 0.778, Validation Accuracy: 0.792, Loss: 0.196 Epoch 8 Batch 209/269 - Train Accuracy: 0.781, Validation Accuracy: 0.779, Loss: 0.192 Epoch 8 Batch 210/269 - Train Accuracy: 0.772, Validation Accuracy: 0.772, Loss: 0.188 Epoch 8 Batch 211/269 - Train Accuracy: 0.776, Validation Accuracy: 0.783, Loss: 0.202 Epoch 8 Batch 212/269 - Train Accuracy: 0.776, Validation Accuracy: 0.780, Loss: 0.198 Epoch 8 Batch 213/269 - Train Accuracy: 0.766, Validation Accuracy: 0.777, Loss: 0.200 Epoch 8 Batch 214/269 - Train Accuracy: 0.792, Validation Accuracy: 0.779, Loss: 0.191 Epoch 8 Batch 215/269 - Train Accuracy: 0.796, Validation Accuracy: 0.777, Loss: 0.187 Epoch 8 Batch 216/269 - Train Accuracy: 0.751, Validation Accuracy: 0.778, Loss: 0.210 Epoch 8 Batch 217/269 - Train Accuracy: 0.764, Validation Accuracy: 0.781, Loss: 0.202 Epoch 8 Batch 218/269 - Train Accuracy: 0.783, Validation Accuracy: 0.784, Loss: 0.190 Epoch 8 Batch 219/269 - Train Accuracy: 0.773, Validation Accuracy: 0.785, Loss: 0.198 Epoch 8 Batch 220/269 - Train Accuracy: 0.770, Validation Accuracy: 0.784, Loss: 0.180 Epoch 8 Batch 221/269 - Train Accuracy: 0.787, Validation Accuracy: 0.776, Loss: 0.185 Epoch 8 Batch 222/269 - Train Accuracy: 0.788, Validation Accuracy: 0.781, Loss: 0.185 Epoch 8 Batch 223/269 - Train Accuracy: 0.774, Validation Accuracy: 0.780, Loss: 0.186 Epoch 8 Batch 224/269 - Train Accuracy: 0.792, Validation Accuracy: 0.783, Loss: 0.198 Epoch 8 Batch 225/269 - Train Accuracy: 0.773, Validation Accuracy: 0.784, Loss: 0.196 Epoch 8 Batch 226/269 - Train Accuracy: 0.780, Validation Accuracy: 0.775, Loss: 0.191 Epoch 8 Batch 227/269 - Train Accuracy: 0.809, Validation Accuracy: 0.767, Loss: 0.168 Epoch 8 Batch 228/269 - Train Accuracy: 0.775, Validation Accuracy: 0.763, Loss: 0.186 Epoch 8 Batch 229/269 - Train Accuracy: 0.778, Validation Accuracy: 0.767, Loss: 0.178 Epoch 8 Batch 230/269 - Train Accuracy: 0.757, Validation Accuracy: 0.772, Loss: 0.197 Epoch 8 Batch 231/269 - Train Accuracy: 0.750, Validation Accuracy: 0.774, Loss: 0.203 Epoch 8 Batch 232/269 - Train Accuracy: 0.754, Validation Accuracy: 0.784, Loss: 0.209 Epoch 8 Batch 233/269 - Train Accuracy: 0.785, Validation Accuracy: 0.791, Loss: 0.198 Epoch 8 Batch 234/269 - Train Accuracy: 0.780, Validation Accuracy: 0.793, Loss: 0.190 Epoch 8 Batch 235/269 - Train Accuracy: 0.804, Validation Accuracy: 0.789, Loss: 0.177 Epoch 8 Batch 236/269 - Train Accuracy: 0.780, Validation Accuracy: 0.788, Loss: 0.185 Epoch 8 Batch 237/269 - Train Accuracy: 0.786, Validation Accuracy: 0.780, Loss: 0.189 Epoch 8 Batch 238/269 - Train Accuracy: 0.781, Validation Accuracy: 0.769, Loss: 0.179 Epoch 8 Batch 239/269 - Train Accuracy: 0.771, Validation Accuracy: 0.770, Loss: 0.184 Epoch 8 Batch 240/269 - Train Accuracy: 0.797, Validation Accuracy: 0.769, Loss: 0.166 Epoch 8 Batch 241/269 - Train Accuracy: 0.774, Validation Accuracy: 0.767, Loss: 0.185 Epoch 8 Batch 242/269 - Train Accuracy: 0.771, Validation Accuracy: 0.770, Loss: 0.189 Epoch 8 Batch 243/269 - Train Accuracy: 0.796, Validation Accuracy: 0.782, Loss: 0.178 Epoch 8 Batch 244/269 - Train Accuracy: 0.766, Validation Accuracy: 0.780, Loss: 0.199 Epoch 8 Batch 245/269 - Train Accuracy: 0.766, Validation Accuracy: 0.785, Loss: 0.197 Epoch 8 Batch 246/269 - Train Accuracy: 0.761, Validation Accuracy: 0.791, Loss: 0.187 Epoch 8 Batch 247/269 - Train Accuracy: 0.775, Validation Accuracy: 0.790, Loss: 0.192 Epoch 8 Batch 248/269 - Train Accuracy: 0.780, Validation Accuracy: 0.785, Loss: 0.185 Epoch 8 Batch 249/269 - Train Accuracy: 0.799, Validation Accuracy: 0.779, Loss: 0.170 Epoch 8 Batch 250/269 - Train Accuracy: 0.776, Validation Accuracy: 0.777, Loss: 0.184 Epoch 8 Batch 251/269 - Train Accuracy: 0.792, Validation Accuracy: 0.784, Loss: 0.182 Epoch 8 Batch 252/269 - Train Accuracy: 0.780, Validation Accuracy: 0.788, Loss: 0.191 Epoch 8 Batch 253/269 - Train Accuracy: 0.770, Validation Accuracy: 0.793, Loss: 0.193 Epoch 8 Batch 254/269 - Train Accuracy: 0.786, Validation Accuracy: 0.795, Loss: 0.191 Epoch 8 Batch 255/269 - Train Accuracy: 0.797, Validation Accuracy: 0.791, Loss: 0.169 Epoch 8 Batch 256/269 - Train Accuracy: 0.759, Validation Accuracy: 0.779, Loss: 0.193 Epoch 8 Batch 257/269 - Train Accuracy: 0.753, Validation Accuracy: 0.780, Loss: 0.197 Epoch 8 Batch 258/269 - Train Accuracy: 0.776, Validation Accuracy: 0.777, Loss: 0.185 Epoch 8 Batch 259/269 - Train Accuracy: 0.776, Validation Accuracy: 0.772, Loss: 0.178 Epoch 8 Batch 260/269 - Train Accuracy: 0.763, Validation Accuracy: 0.776, Loss: 0.197 Epoch 8 Batch 261/269 - Train Accuracy: 0.759, Validation Accuracy: 0.792, Loss: 0.201 Epoch 8 Batch 262/269 - Train Accuracy: 0.796, Validation Accuracy: 0.790, Loss: 0.178 Epoch 8 Batch 263/269 - Train Accuracy: 0.787, Validation Accuracy: 0.792, Loss: 0.193 Epoch 8 Batch 264/269 - Train Accuracy: 0.779, Validation Accuracy: 0.792, Loss: 0.190 Epoch 8 Batch 265/269 - Train Accuracy: 0.771, Validation Accuracy: 0.792, Loss: 0.196 Epoch 8 Batch 266/269 - Train Accuracy: 0.793, Validation Accuracy: 0.781, Loss: 0.184 Epoch 8 Batch 267/269 - Train Accuracy: 0.790, Validation Accuracy: 0.773, Loss: 0.190 Epoch 9 Batch 0/269 - Train Accuracy: 0.770, Validation Accuracy: 0.763, Loss: 0.194 Epoch 9 Batch 1/269 - Train Accuracy: 0.778, Validation Accuracy: 0.771, Loss: 0.189 Epoch 9 Batch 2/269 - Train Accuracy: 0.773, Validation Accuracy: 0.778, Loss: 0.192 Epoch 9 Batch 3/269 - Train Accuracy: 0.771, Validation Accuracy: 0.788, Loss: 0.187 Epoch 9 Batch 4/269 - Train Accuracy: 0.757, Validation Accuracy: 0.787, Loss: 0.203 Epoch 9 Batch 5/269 - Train Accuracy: 0.759, Validation Accuracy: 0.776, Loss: 0.197 Epoch 9 Batch 6/269 - Train Accuracy: 0.771, Validation Accuracy: 0.769, Loss: 0.192 Epoch 9 Batch 7/269 - Train Accuracy: 0.769, Validation Accuracy: 0.769, Loss: 0.179 Epoch 9 Batch 8/269 - Train Accuracy: 0.756, Validation Accuracy: 0.777, Loss: 0.202 Epoch 9 Batch 9/269 - Train Accuracy: 0.767, Validation Accuracy: 0.793, Loss: 0.199 Epoch 9 Batch 10/269 - Train Accuracy: 0.770, Validation Accuracy: 0.793, Loss: 0.199 Epoch 9 Batch 11/269 - Train Accuracy: 0.772, Validation Accuracy: 0.792, Loss: 0.197 Epoch 9 Batch 12/269 - Train Accuracy: 0.761, Validation Accuracy: 0.784, Loss: 0.203 Epoch 9 Batch 13/269 - Train Accuracy: 0.798, Validation Accuracy: 0.784, Loss: 0.173 Epoch 9 Batch 14/269 - Train Accuracy: 0.764, Validation Accuracy: 0.793, Loss: 0.197 Epoch 9 Batch 15/269 - Train Accuracy: 0.779, Validation Accuracy: 0.783, Loss: 0.189 Epoch 9 Batch 16/269 - Train Accuracy: 0.797, Validation Accuracy: 0.777, Loss: 0.185 Epoch 9 Batch 17/269 - Train Accuracy: 0.776, Validation Accuracy: 0.769, Loss: 0.186 Epoch 9 Batch 18/269 - Train Accuracy: 0.773, Validation Accuracy: 0.768, Loss: 0.193 Epoch 9 Batch 19/269 - Train Accuracy: 0.796, Validation Accuracy: 0.769, Loss: 0.173 Epoch 9 Batch 20/269 - Train Accuracy: 0.774, Validation Accuracy: 0.778, Loss: 0.195 Epoch 9 Batch 21/269 - Train Accuracy: 0.771, Validation Accuracy: 0.795, Loss: 0.202 Epoch 9 Batch 22/269 - Train Accuracy: 0.791, Validation Accuracy: 0.801, Loss: 0.182 Epoch 9 Batch 23/269 - Train Accuracy: 0.789, Validation Accuracy: 0.795, Loss: 0.188 Epoch 9 Batch 24/269 - Train Accuracy: 0.777, Validation Accuracy: 0.789, Loss: 0.199 Epoch 9 Batch 25/269 - Train Accuracy: 0.756, Validation Accuracy: 0.781, Loss: 0.206 Epoch 9 Batch 26/269 - Train Accuracy: 0.795, Validation Accuracy: 0.786, Loss: 0.181 Epoch 9 Batch 27/269 - Train Accuracy: 0.779, Validation Accuracy: 0.772, Loss: 0.185 Epoch 9 Batch 28/269 - Train Accuracy: 0.757, Validation Accuracy: 0.760, Loss: 0.207 Epoch 9 Batch 29/269 - Train Accuracy: 0.771, Validation Accuracy: 0.763, Loss: 0.199 Epoch 9 Batch 30/269 - Train Accuracy: 0.768, Validation Accuracy: 0.774, Loss: 0.190 Epoch 9 Batch 31/269 - Train Accuracy: 0.790, Validation Accuracy: 0.783, Loss: 0.175 Epoch 9 Batch 32/269 - Train Accuracy: 0.793, Validation Accuracy: 0.792, Loss: 0.177 Epoch 9 Batch 33/269 - Train Accuracy: 0.781, Validation Accuracy: 0.782, Loss: 0.181 Epoch 9 Batch 34/269 - Train Accuracy: 0.780, Validation Accuracy: 0.779, Loss: 0.189 Epoch 9 Batch 35/269 - Train Accuracy: 0.781, Validation Accuracy: 0.784, Loss: 0.202 Epoch 9 Batch 36/269 - Train Accuracy: 0.784, Validation Accuracy: 0.788, Loss: 0.187 Epoch 9 Batch 37/269 - Train Accuracy: 0.788, Validation Accuracy: 0.774, Loss: 0.181 Epoch 9 Batch 38/269 - Train Accuracy: 0.777, Validation Accuracy: 0.775, Loss: 0.180 Epoch 9 Batch 39/269 - Train Accuracy: 0.784, Validation Accuracy: 0.783, Loss: 0.190 Epoch 9 Batch 40/269 - Train Accuracy: 0.770, Validation Accuracy: 0.786, Loss: 0.204 Epoch 9 Batch 41/269 - Train Accuracy: 0.783, Validation Accuracy: 0.789, Loss: 0.194 Epoch 9 Batch 42/269 - Train Accuracy: 0.789, Validation Accuracy: 0.786, Loss: 0.179 Epoch 9 Batch 43/269 - Train Accuracy: 0.782, Validation Accuracy: 0.786, Loss: 0.193 Epoch 9 Batch 44/269 - Train Accuracy: 0.786, Validation Accuracy: 0.785, Loss: 0.184 Epoch 9 Batch 45/269 - Train Accuracy: 0.775, Validation Accuracy: 0.784, Loss: 0.197 Epoch 9 Batch 46/269 - Train Accuracy: 0.784, Validation Accuracy: 0.785, Loss: 0.191 Epoch 9 Batch 47/269 - Train Accuracy: 0.806, Validation Accuracy: 0.791, Loss: 0.172 Epoch 9 Batch 48/269 - Train Accuracy: 0.801, Validation Accuracy: 0.793, Loss: 0.181 Epoch 9 Batch 49/269 - Train Accuracy: 0.783, Validation Accuracy: 0.795, Loss: 0.192 Epoch 9 Batch 50/269 - Train Accuracy: 0.769, Validation Accuracy: 0.786, Loss: 0.196 Epoch 9 Batch 51/269 - Train Accuracy: 0.780, Validation Accuracy: 0.770, Loss: 0.186 Epoch 9 Batch 52/269 - Train Accuracy: 0.758, Validation Accuracy: 0.771, Loss: 0.186 Epoch 9 Batch 53/269 - Train Accuracy: 0.779, Validation Accuracy: 0.780, Loss: 0.193 Epoch 9 Batch 54/269 - Train Accuracy: 0.786, Validation Accuracy: 0.777, Loss: 0.178 Epoch 9 Batch 55/269 - Train Accuracy: 0.784, Validation Accuracy: 0.785, Loss: 0.189 Epoch 9 Batch 56/269 - Train Accuracy: 0.791, Validation Accuracy: 0.792, Loss: 0.184 Epoch 9 Batch 57/269 - Train Accuracy: 0.782, Validation Accuracy: 0.792, Loss: 0.185 Epoch 9 Batch 58/269 - Train Accuracy: 0.780, Validation Accuracy: 0.786, Loss: 0.177 Epoch 9 Batch 59/269 - Train Accuracy: 0.811, Validation Accuracy: 0.783, Loss: 0.175 Epoch 9 Batch 60/269 - Train Accuracy: 0.793, Validation Accuracy: 0.778, Loss: 0.185 Epoch 9 Batch 61/269 - Train Accuracy: 0.785, Validation Accuracy: 0.776, Loss: 0.173 Epoch 9 Batch 62/269 - Train Accuracy: 0.792, Validation Accuracy: 0.773, Loss: 0.179 Epoch 9 Batch 63/269 - Train Accuracy: 0.789, Validation Accuracy: 0.779, Loss: 0.190 Epoch 9 Batch 64/269 - Train Accuracy: 0.775, Validation Accuracy: 0.780, Loss: 0.182 Epoch 9 Batch 65/269 - Train Accuracy: 0.787, Validation Accuracy: 0.779, Loss: 0.182 Epoch 9 Batch 66/269 - Train Accuracy: 0.784, Validation Accuracy: 0.777, Loss: 0.185 Epoch 9 Batch 67/269 - Train Accuracy: 0.765, Validation Accuracy: 0.782, Loss: 0.189 Epoch 9 Batch 68/269 - Train Accuracy: 0.754, Validation Accuracy: 0.783, Loss: 0.192 Epoch 9 Batch 69/269 - Train Accuracy: 0.766, Validation Accuracy: 0.783, Loss: 0.203 Epoch 9 Batch 70/269 - Train Accuracy: 0.789, Validation Accuracy: 0.790, Loss: 0.179 Epoch 9 Batch 71/269 - Train Accuracy: 0.792, Validation Accuracy: 0.789, Loss: 0.200 Epoch 9 Batch 72/269 - Train Accuracy: 0.778, Validation Accuracy: 0.788, Loss: 0.185 Epoch 9 Batch 73/269 - Train Accuracy: 0.783, Validation Accuracy: 0.781, Loss: 0.180 Epoch 9 Batch 74/269 - Train Accuracy: 0.792, Validation Accuracy: 0.774, Loss: 0.182 Epoch 9 Batch 75/269 - Train Accuracy: 0.777, Validation Accuracy: 0.769, Loss: 0.186 Epoch 9 Batch 76/269 - Train Accuracy: 0.764, Validation Accuracy: 0.764, Loss: 0.191 Epoch 9 Batch 77/269 - Train Accuracy: 0.780, Validation Accuracy: 0.763, Loss: 0.185 Epoch 9 Batch 78/269 - Train Accuracy: 0.791, Validation Accuracy: 0.778, Loss: 0.183 Epoch 9 Batch 79/269 - Train Accuracy: 0.789, Validation Accuracy: 0.787, Loss: 0.185 Epoch 9 Batch 80/269 - Train Accuracy: 0.787, Validation Accuracy: 0.784, Loss: 0.183 Epoch 9 Batch 81/269 - Train Accuracy: 0.788, Validation Accuracy: 0.782, Loss: 0.187 Epoch 9 Batch 82/269 - Train Accuracy: 0.787, Validation Accuracy: 0.790, Loss: 0.173 Epoch 9 Batch 83/269 - Train Accuracy: 0.779, Validation Accuracy: 0.774, Loss: 0.199 Epoch 9 Batch 84/269 - Train Accuracy: 0.782, Validation Accuracy: 0.775, Loss: 0.185 Epoch 9 Batch 85/269 - Train Accuracy: 0.769, Validation Accuracy: 0.778, Loss: 0.188 Epoch 9 Batch 86/269 - Train Accuracy: 0.770, Validation Accuracy: 0.777, Loss: 0.179 Epoch 9 Batch 87/269 - Train Accuracy: 0.769, Validation Accuracy: 0.781, Loss: 0.191 Epoch 9 Batch 88/269 - Train Accuracy: 0.783, Validation Accuracy: 0.777, Loss: 0.178 Epoch 9 Batch 89/269 - Train Accuracy: 0.803, Validation Accuracy: 0.786, Loss: 0.184 Epoch 9 Batch 90/269 - Train Accuracy: 0.756, Validation Accuracy: 0.777, Loss: 0.196 Epoch 9 Batch 91/269 - Train Accuracy: 0.786, Validation Accuracy: 0.782, Loss: 0.180 Epoch 9 Batch 92/269 - Train Accuracy: 0.778, Validation Accuracy: 0.783, Loss: 0.182 Epoch 9 Batch 93/269 - Train Accuracy: 0.795, Validation Accuracy: 0.781, Loss: 0.174 Epoch 9 Batch 94/269 - Train Accuracy: 0.776, Validation Accuracy: 0.780, Loss: 0.191 Epoch 9 Batch 95/269 - Train Accuracy: 0.793, Validation Accuracy: 0.773, Loss: 0.184 Epoch 9 Batch 96/269 - Train Accuracy: 0.767, Validation Accuracy: 0.779, Loss: 0.194 Epoch 9 Batch 97/269 - Train Accuracy: 0.779, Validation Accuracy: 0.774, Loss: 0.188 Epoch 9 Batch 98/269 - Train Accuracy: 0.786, Validation Accuracy: 0.782, Loss: 0.185 Epoch 9 Batch 99/269 - Train Accuracy: 0.783, Validation Accuracy: 0.782, Loss: 0.186 Epoch 9 Batch 100/269 - Train Accuracy: 0.802, Validation Accuracy: 0.785, Loss: 0.180 Epoch 9 Batch 101/269 - Train Accuracy: 0.747, Validation Accuracy: 0.784, Loss: 0.196 Epoch 9 Batch 102/269 - Train Accuracy: 0.777, Validation Accuracy: 0.790, Loss: 0.183 Epoch 9 Batch 103/269 - Train Accuracy: 0.782, Validation Accuracy: 0.786, Loss: 0.179 Epoch 9 Batch 104/269 - Train Accuracy: 0.795, Validation Accuracy: 0.782, Loss: 0.182 Epoch 9 Batch 105/269 - Train Accuracy: 0.776, Validation Accuracy: 0.786, Loss: 0.191 Epoch 9 Batch 106/269 - Train Accuracy: 0.784, Validation Accuracy: 0.783, Loss: 0.182 Epoch 9 Batch 107/269 - Train Accuracy: 0.776, Validation Accuracy: 0.780, Loss: 0.189 Epoch 9 Batch 108/269 - Train Accuracy: 0.777, Validation Accuracy: 0.784, Loss: 0.185 Epoch 9 Batch 109/269 - Train Accuracy: 0.752, Validation Accuracy: 0.780, Loss: 0.190 Epoch 9 Batch 110/269 - Train Accuracy: 0.787, Validation Accuracy: 0.783, Loss: 0.176 Epoch 9 Batch 111/269 - Train Accuracy: 0.753, Validation Accuracy: 0.777, Loss: 0.188 Epoch 9 Batch 112/269 - Train Accuracy: 0.785, Validation Accuracy: 0.774, Loss: 0.184 Epoch 9 Batch 113/269 - Train Accuracy: 0.776, Validation Accuracy: 0.776, Loss: 0.177 Epoch 9 Batch 114/269 - Train Accuracy: 0.770, Validation Accuracy: 0.780, Loss: 0.185 Epoch 9 Batch 115/269 - Train Accuracy: 0.767, Validation Accuracy: 0.786, Loss: 0.196 Epoch 9 Batch 116/269 - Train Accuracy: 0.790, Validation Accuracy: 0.788, Loss: 0.185 Epoch 9 Batch 117/269 - Train Accuracy: 0.774, Validation Accuracy: 0.786, Loss: 0.185 Epoch 9 Batch 118/269 - Train Accuracy: 0.814, Validation Accuracy: 0.788, Loss: 0.176 Epoch 9 Batch 119/269 - Train Accuracy: 0.785, Validation Accuracy: 0.785, Loss: 0.179 Epoch 9 Batch 120/269 - Train Accuracy: 0.773, Validation Accuracy: 0.787, Loss: 0.197 Epoch 9 Batch 121/269 - Train Accuracy: 0.775, Validation Accuracy: 0.787, Loss: 0.182 Epoch 9 Batch 122/269 - Train Accuracy: 0.777, Validation Accuracy: 0.780, Loss: 0.176 Epoch 9 Batch 123/269 - Train Accuracy: 0.775, Validation Accuracy: 0.775, Loss: 0.187 Epoch 9 Batch 124/269 - Train Accuracy: 0.780, Validation Accuracy: 0.779, Loss: 0.180 Epoch 9 Batch 125/269 - Train Accuracy: 0.773, Validation Accuracy: 0.781, Loss: 0.188 Epoch 9 Batch 126/269 - Train Accuracy: 0.775, Validation Accuracy: 0.787, Loss: 0.182 Epoch 9 Batch 127/269 - Train Accuracy: 0.774, Validation Accuracy: 0.785, Loss: 0.186 Epoch 9 Batch 128/269 - Train Accuracy: 0.777, Validation Accuracy: 0.782, Loss: 0.184 Epoch 9 Batch 129/269 - Train Accuracy: 0.778, Validation Accuracy: 0.784, Loss: 0.178 Epoch 9 Batch 130/269 - Train Accuracy: 0.764, Validation Accuracy: 0.782, Loss: 0.187 Epoch 9 Batch 131/269 - Train Accuracy: 0.757, Validation Accuracy: 0.783, Loss: 0.188 Epoch 9 Batch 132/269 - Train Accuracy: 0.757, Validation Accuracy: 0.782, Loss: 0.191 Epoch 9 Batch 133/269 - Train Accuracy: 0.796, Validation Accuracy: 0.792, Loss: 0.178 Epoch 9 Batch 134/269 - Train Accuracy: 0.775, Validation Accuracy: 0.788, Loss: 0.185 Epoch 9 Batch 135/269 - Train Accuracy: 0.759, Validation Accuracy: 0.784, Loss: 0.193 Epoch 9 Batch 136/269 - Train Accuracy: 0.756, Validation Accuracy: 0.786, Loss: 0.193 Epoch 9 Batch 137/269 - Train Accuracy: 0.770, Validation Accuracy: 0.786, Loss: 0.189 Epoch 9 Batch 138/269 - Train Accuracy: 0.776, Validation Accuracy: 0.782, Loss: 0.192 Epoch 9 Batch 139/269 - Train Accuracy: 0.792, Validation Accuracy: 0.783, Loss: 0.172 Epoch 9 Batch 140/269 - Train Accuracy: 0.789, Validation Accuracy: 0.786, Loss: 0.184 Epoch 9 Batch 141/269 - Train Accuracy: 0.768, Validation Accuracy: 0.776, Loss: 0.187 Epoch 9 Batch 142/269 - Train Accuracy: 0.786, Validation Accuracy: 0.781, Loss: 0.174 Epoch 9 Batch 143/269 - Train Accuracy: 0.805, Validation Accuracy: 0.792, Loss: 0.178 Epoch 9 Batch 144/269 - Train Accuracy: 0.800, Validation Accuracy: 0.790, Loss: 0.169 Epoch 9 Batch 145/269 - Train Accuracy: 0.783, Validation Accuracy: 0.791, Loss: 0.178 Epoch 9 Batch 146/269 - Train Accuracy: 0.797, Validation Accuracy: 0.788, Loss: 0.169 Epoch 9 Batch 147/269 - Train Accuracy: 0.795, Validation Accuracy: 0.788, Loss: 0.179 Epoch 9 Batch 148/269 - Train Accuracy: 0.784, Validation Accuracy: 0.785, Loss: 0.181 Epoch 9 Batch 149/269 - Train Accuracy: 0.772, Validation Accuracy: 0.779, Loss: 0.180 Epoch 9 Batch 150/269 - Train Accuracy: 0.773, Validation Accuracy: 0.782, Loss: 0.181 Epoch 9 Batch 151/269 - Train Accuracy: 0.809, Validation Accuracy: 0.787, Loss: 0.172 Epoch 9 Batch 152/269 - Train Accuracy: 0.792, Validation Accuracy: 0.791, Loss: 0.185 Epoch 9 Batch 153/269 - Train Accuracy: 0.793, Validation Accuracy: 0.790, Loss: 0.177 Epoch 9 Batch 154/269 - Train Accuracy: 0.787, Validation Accuracy: 0.789, Loss: 0.183 Epoch 9 Batch 155/269 - Train Accuracy: 0.796, Validation Accuracy: 0.787, Loss: 0.176 Epoch 9 Batch 156/269 - Train Accuracy: 0.784, Validation Accuracy: 0.777, Loss: 0.190 Epoch 9 Batch 157/269 - Train Accuracy: 0.779, Validation Accuracy: 0.782, Loss: 0.181 Epoch 9 Batch 158/269 - Train Accuracy: 0.764, Validation Accuracy: 0.783, Loss: 0.182 Epoch 9 Batch 159/269 - Train Accuracy: 0.780, Validation Accuracy: 0.785, Loss: 0.175 Epoch 9 Batch 160/269 - Train Accuracy: 0.783, Validation Accuracy: 0.784, Loss: 0.168 Epoch 9 Batch 161/269 - Train Accuracy: 0.781, Validation Accuracy: 0.789, Loss: 0.178 Epoch 9 Batch 162/269 - Train Accuracy: 0.795, Validation Accuracy: 0.787, Loss: 0.184 Epoch 9 Batch 163/269 - Train Accuracy: 0.793, Validation Accuracy: 0.791, Loss: 0.184 Epoch 9 Batch 164/269 - Train Accuracy: 0.789, Validation Accuracy: 0.794, Loss: 0.177 Epoch 9 Batch 165/269 - Train Accuracy: 0.771, Validation Accuracy: 0.798, Loss: 0.185 Epoch 9 Batch 166/269 - Train Accuracy: 0.781, Validation Accuracy: 0.793, Loss: 0.174 Epoch 9 Batch 167/269 - Train Accuracy: 0.782, Validation Accuracy: 0.788, Loss: 0.177 Epoch 9 Batch 168/269 - Train Accuracy: 0.796, Validation Accuracy: 0.795, Loss: 0.175 Epoch 9 Batch 169/269 - Train Accuracy: 0.772, Validation Accuracy: 0.791, Loss: 0.183 Epoch 9 Batch 170/269 - Train Accuracy: 0.783, Validation Accuracy: 0.782, Loss: 0.175 Epoch 9 Batch 171/269 - Train Accuracy: 0.767, Validation Accuracy: 0.783, Loss: 0.190 Epoch 9 Batch 172/269 - Train Accuracy: 0.760, Validation Accuracy: 0.790, Loss: 0.188 Epoch 9 Batch 173/269 - Train Accuracy: 0.778, Validation Accuracy: 0.786, Loss: 0.173 Epoch 9 Batch 174/269 - Train Accuracy: 0.791, Validation Accuracy: 0.788, Loss: 0.178 Epoch 9 Batch 175/269 - Train Accuracy: 0.779, Validation Accuracy: 0.791, Loss: 0.187 Epoch 9 Batch 176/269 - Train Accuracy: 0.753, Validation Accuracy: 0.794, Loss: 0.188 Epoch 9 Batch 177/269 - Train Accuracy: 0.796, Validation Accuracy: 0.792, Loss: 0.167 Epoch 9 Batch 178/269 - Train Accuracy: 0.781, Validation Accuracy: 0.791, Loss: 0.176 Epoch 9 Batch 179/269 - Train Accuracy: 0.783, Validation Accuracy: 0.790, Loss: 0.181 Epoch 9 Batch 180/269 - Train Accuracy: 0.793, Validation Accuracy: 0.796, Loss: 0.181 Epoch 9 Batch 181/269 - Train Accuracy: 0.782, Validation Accuracy: 0.790, Loss: 0.180 Epoch 9 Batch 182/269 - Train Accuracy: 0.787, Validation Accuracy: 0.791, Loss: 0.178 Epoch 9 Batch 183/269 - Train Accuracy: 0.819, Validation Accuracy: 0.795, Loss: 0.158 Epoch 9 Batch 184/269 - Train Accuracy: 0.781, Validation Accuracy: 0.799, Loss: 0.194 Epoch 9 Batch 185/269 - Train Accuracy: 0.795, Validation Accuracy: 0.802, Loss: 0.177 Epoch 9 Batch 186/269 - Train Accuracy: 0.790, Validation Accuracy: 0.797, Loss: 0.178 Epoch 9 Batch 187/269 - Train Accuracy: 0.791, Validation Accuracy: 0.798, Loss: 0.175 Epoch 9 Batch 188/269 - Train Accuracy: 0.798, Validation Accuracy: 0.799, Loss: 0.172 Epoch 9 Batch 189/269 - Train Accuracy: 0.796, Validation Accuracy: 0.804, Loss: 0.166 Epoch 9 Batch 190/269 - Train Accuracy: 0.782, Validation Accuracy: 0.797, Loss: 0.179 Epoch 9 Batch 191/269 - Train Accuracy: 0.787, Validation Accuracy: 0.792, Loss: 0.175 Epoch 9 Batch 192/269 - Train Accuracy: 0.792, Validation Accuracy: 0.791, Loss: 0.174 Epoch 9 Batch 193/269 - Train Accuracy: 0.786, Validation Accuracy: 0.793, Loss: 0.175 Epoch 9 Batch 194/269 - Train Accuracy: 0.792, Validation Accuracy: 0.794, Loss: 0.182 Epoch 9 Batch 195/269 - Train Accuracy: 0.788, Validation Accuracy: 0.797, Loss: 0.175 Epoch 9 Batch 196/269 - Train Accuracy: 0.769, Validation Accuracy: 0.792, Loss: 0.181 Epoch 9 Batch 197/269 - Train Accuracy: 0.763, Validation Accuracy: 0.775, Loss: 0.183 Epoch 9 Batch 198/269 - Train Accuracy: 0.764, Validation Accuracy: 0.768, Loss: 0.184 Epoch 9 Batch 199/269 - Train Accuracy: 0.789, Validation Accuracy: 0.773, Loss: 0.177 Epoch 9 Batch 200/269 - Train Accuracy: 0.798, Validation Accuracy: 0.798, Loss: 0.180 Epoch 9 Batch 201/269 - Train Accuracy: 0.774, Validation Accuracy: 0.801, Loss: 0.178 Epoch 9 Batch 202/269 - Train Accuracy: 0.782, Validation Accuracy: 0.794, Loss: 0.179 Epoch 9 Batch 203/269 - Train Accuracy: 0.788, Validation Accuracy: 0.792, Loss: 0.190 Epoch 9 Batch 204/269 - Train Accuracy: 0.766, Validation Accuracy: 0.787, Loss: 0.187 Epoch 9 Batch 205/269 - Train Accuracy: 0.766, Validation Accuracy: 0.785, Loss: 0.170 Epoch 9 Batch 206/269 - Train Accuracy: 0.773, Validation Accuracy: 0.789, Loss: 0.184 Epoch 9 Batch 207/269 - Train Accuracy: 0.788, Validation Accuracy: 0.800, Loss: 0.171 Epoch 9 Batch 208/269 - Train Accuracy: 0.778, Validation Accuracy: 0.794, Loss: 0.175 Epoch 9 Batch 209/269 - Train Accuracy: 0.788, Validation Accuracy: 0.792, Loss: 0.172 Epoch 9 Batch 210/269 - Train Accuracy: 0.780, Validation Accuracy: 0.791, Loss: 0.174 Epoch 9 Batch 211/269 - Train Accuracy: 0.782, Validation Accuracy: 0.792, Loss: 0.183 Epoch 9 Batch 212/269 - Train Accuracy: 0.780, Validation Accuracy: 0.798, Loss: 0.182 Epoch 9 Batch 213/269 - Train Accuracy: 0.762, Validation Accuracy: 0.796, Loss: 0.182 Epoch 9 Batch 214/269 - Train Accuracy: 0.800, Validation Accuracy: 0.795, Loss: 0.173 Epoch 9 Batch 215/269 - Train Accuracy: 0.805, Validation Accuracy: 0.797, Loss: 0.166 Epoch 9 Batch 216/269 - Train Accuracy: 0.761, Validation Accuracy: 0.792, Loss: 0.193 Epoch 9 Batch 217/269 - Train Accuracy: 0.754, Validation Accuracy: 0.790, Loss: 0.183 Epoch 9 Batch 218/269 - Train Accuracy: 0.786, Validation Accuracy: 0.789, Loss: 0.174 Epoch 9 Batch 219/269 - Train Accuracy: 0.797, Validation Accuracy: 0.788, Loss: 0.181 Epoch 9 Batch 220/269 - Train Accuracy: 0.777, Validation Accuracy: 0.786, Loss: 0.166 Epoch 9 Batch 221/269 - Train Accuracy: 0.799, Validation Accuracy: 0.786, Loss: 0.171 Epoch 9 Batch 222/269 - Train Accuracy: 0.799, Validation Accuracy: 0.788, Loss: 0.170 Epoch 9 Batch 223/269 - Train Accuracy: 0.785, Validation Accuracy: 0.795, Loss: 0.172 Epoch 9 Batch 224/269 - Train Accuracy: 0.795, Validation Accuracy: 0.795, Loss: 0.182 Epoch 9 Batch 225/269 - Train Accuracy: 0.778, Validation Accuracy: 0.786, Loss: 0.180 Epoch 9 Batch 226/269 - Train Accuracy: 0.782, Validation Accuracy: 0.776, Loss: 0.177 Epoch 9 Batch 227/269 - Train Accuracy: 0.811, Validation Accuracy: 0.766, Loss: 0.153 Epoch 9 Batch 228/269 - Train Accuracy: 0.781, Validation Accuracy: 0.766, Loss: 0.173 Epoch 9 Batch 229/269 - Train Accuracy: 0.784, Validation Accuracy: 0.776, Loss: 0.163 Epoch 9 Batch 230/269 - Train Accuracy: 0.770, Validation Accuracy: 0.776, Loss: 0.183 Epoch 9 Batch 231/269 - Train Accuracy: 0.749, Validation Accuracy: 0.787, Loss: 0.189 Epoch 9 Batch 232/269 - Train Accuracy: 0.762, Validation Accuracy: 0.801, Loss: 0.192 Epoch 9 Batch 233/269 - Train Accuracy: 0.789, Validation Accuracy: 0.805, Loss: 0.181 Epoch 9 Batch 234/269 - Train Accuracy: 0.792, Validation Accuracy: 0.804, Loss: 0.176 Epoch 9 Batch 235/269 - Train Accuracy: 0.803, Validation Accuracy: 0.799, Loss: 0.162 Epoch 9 Batch 236/269 - Train Accuracy: 0.781, Validation Accuracy: 0.794, Loss: 0.174 Epoch 9 Batch 237/269 - Train Accuracy: 0.786, Validation Accuracy: 0.784, Loss: 0.175 Epoch 9 Batch 238/269 - Train Accuracy: 0.785, Validation Accuracy: 0.768, Loss: 0.167 Epoch 9 Batch 239/269 - Train Accuracy: 0.785, Validation Accuracy: 0.768, Loss: 0.168 Epoch 9 Batch 240/269 - Train Accuracy: 0.811, Validation Accuracy: 0.772, Loss: 0.155 Epoch 9 Batch 241/269 - Train Accuracy: 0.787, Validation Accuracy: 0.779, Loss: 0.171 Epoch 9 Batch 242/269 - Train Accuracy: 0.785, Validation Accuracy: 0.782, Loss: 0.174 Epoch 9 Batch 243/269 - Train Accuracy: 0.815, Validation Accuracy: 0.782, Loss: 0.168 Epoch 9 Batch 244/269 - Train Accuracy: 0.776, Validation Accuracy: 0.791, Loss: 0.185 Epoch 9 Batch 245/269 - Train Accuracy: 0.774, Validation Accuracy: 0.799, Loss: 0.181 Epoch 9 Batch 246/269 - Train Accuracy: 0.767, Validation Accuracy: 0.793, Loss: 0.177 Epoch 9 Batch 247/269 - Train Accuracy: 0.779, Validation Accuracy: 0.789, Loss: 0.176 Epoch 9 Batch 248/269 - Train Accuracy: 0.789, Validation Accuracy: 0.793, Loss: 0.171 Epoch 9 Batch 249/269 - Train Accuracy: 0.805, Validation Accuracy: 0.788, Loss: 0.158 Epoch 9 Batch 250/269 - Train Accuracy: 0.786, Validation Accuracy: 0.787, Loss: 0.173 Epoch 9 Batch 251/269 - Train Accuracy: 0.799, Validation Accuracy: 0.790, Loss: 0.170 Epoch 9 Batch 252/269 - Train Accuracy: 0.785, Validation Accuracy: 0.787, Loss: 0.178 Epoch 9 Batch 253/269 - Train Accuracy: 0.766, Validation Accuracy: 0.793, Loss: 0.180 Epoch 9 Batch 254/269 - Train Accuracy: 0.795, Validation Accuracy: 0.788, Loss: 0.179 Epoch 9 Batch 255/269 - Train Accuracy: 0.808, Validation Accuracy: 0.790, Loss: 0.157 Epoch 9 Batch 256/269 - Train Accuracy: 0.766, Validation Accuracy: 0.786, Loss: 0.180 Epoch 9 Batch 257/269 - Train Accuracy: 0.767, Validation Accuracy: 0.800, Loss: 0.181 Epoch 9 Batch 258/269 - Train Accuracy: 0.792, Validation Accuracy: 0.788, Loss: 0.174 Epoch 9 Batch 259/269 - Train Accuracy: 0.776, Validation Accuracy: 0.790, Loss: 0.167 Epoch 9 Batch 260/269 - Train Accuracy: 0.777, Validation Accuracy: 0.789, Loss: 0.184 Epoch 9 Batch 261/269 - Train Accuracy: 0.770, Validation Accuracy: 0.793, Loss: 0.188 Epoch 9 Batch 262/269 - Train Accuracy: 0.797, Validation Accuracy: 0.791, Loss: 0.166 Epoch 9 Batch 263/269 - Train Accuracy: 0.788, Validation Accuracy: 0.792, Loss: 0.176 Epoch 9 Batch 264/269 - Train Accuracy: 0.783, Validation Accuracy: 0.798, Loss: 0.176 Epoch 9 Batch 265/269 - Train Accuracy: 0.768, Validation Accuracy: 0.796, Loss: 0.182 Epoch 9 Batch 266/269 - Train Accuracy: 0.799, Validation Accuracy: 0.794, Loss: 0.171 Epoch 9 Batch 267/269 - Train Accuracy: 0.796, Validation Accuracy: 0.789, Loss: 0.176 Epoch 10 Batch 0/269 - Train Accuracy: 0.781, Validation Accuracy: 0.786, Loss: 0.184 Epoch 10 Batch 1/269 - Train Accuracy: 0.784, Validation Accuracy: 0.782, Loss: 0.169 Epoch 10 Batch 2/269 - Train Accuracy: 0.783, Validation Accuracy: 0.783, Loss: 0.176 Epoch 10 Batch 3/269 - Train Accuracy: 0.789, Validation Accuracy: 0.785, Loss: 0.171 Epoch 10 Batch 4/269 - Train Accuracy: 0.766, Validation Accuracy: 0.785, Loss: 0.187 Epoch 10 Batch 5/269 - Train Accuracy: 0.774, Validation Accuracy: 0.782, Loss: 0.179 Epoch 10 Batch 6/269 - Train Accuracy: 0.775, Validation Accuracy: 0.780, Loss: 0.176 Epoch 10 Batch 7/269 - Train Accuracy: 0.784, Validation Accuracy: 0.784, Loss: 0.164 Epoch 10 Batch 8/269 - Train Accuracy: 0.773, Validation Accuracy: 0.792, Loss: 0.186 Epoch 10 Batch 9/269 - Train Accuracy: 0.776, Validation Accuracy: 0.795, Loss: 0.180 Epoch 10 Batch 10/269 - Train Accuracy: 0.787, Validation Accuracy: 0.805, Loss: 0.178 Epoch 10 Batch 11/269 - Train Accuracy: 0.777, Validation Accuracy: 0.798, Loss: 0.178 Epoch 10 Batch 12/269 - Train Accuracy: 0.770, Validation Accuracy: 0.788, Loss: 0.183 Epoch 10 Batch 13/269 - Train Accuracy: 0.800, Validation Accuracy: 0.786, Loss: 0.162 Epoch 10 Batch 14/269 - Train Accuracy: 0.773, Validation Accuracy: 0.785, Loss: 0.180 Epoch 10 Batch 15/269 - Train Accuracy: 0.781, Validation Accuracy: 0.787, Loss: 0.183 Epoch 10 Batch 16/269 - Train Accuracy: 0.781, Validation Accuracy: 0.765, Loss: 0.185 Epoch 10 Batch 17/269 - Train Accuracy: 0.771, Validation Accuracy: 0.779, Loss: 0.197 Epoch 10 Batch 18/269 - Train Accuracy: 0.769, Validation Accuracy: 0.771, Loss: 0.197 Epoch 10 Batch 19/269 - Train Accuracy: 0.805, Validation Accuracy: 0.768, Loss: 0.178 Epoch 10 Batch 20/269 - Train Accuracy: 0.750, Validation Accuracy: 0.763, Loss: 0.216 Epoch 10 Batch 21/269 - Train Accuracy: 0.760, Validation Accuracy: 0.787, Loss: 0.262 Epoch 10 Batch 22/269 - Train Accuracy: 0.781, Validation Accuracy: 0.783, Loss: 0.190 Epoch 10 Batch 23/269 - Train Accuracy: 0.767, Validation Accuracy: 0.765, Loss: 0.210 Epoch 10 Batch 24/269 - Train Accuracy: 0.760, Validation Accuracy: 0.777, Loss: 0.240 Epoch 10 Batch 25/269 - Train Accuracy: 0.731, Validation Accuracy: 0.746, Loss: 0.225 Epoch 10 Batch 26/269 - Train Accuracy: 0.745, Validation Accuracy: 0.741, Loss: 0.217 Epoch 10 Batch 27/269 - Train Accuracy: 0.761, Validation Accuracy: 0.753, Loss: 0.237 Epoch 10 Batch 28/269 - Train Accuracy: 0.710, Validation Accuracy: 0.706, Loss: 0.228 Epoch 10 Batch 29/269 - Train Accuracy: 0.741, Validation Accuracy: 0.735, Loss: 0.256 Epoch 10 Batch 30/269 - Train Accuracy: 0.737, Validation Accuracy: 0.736, Loss: 0.226 Epoch 10 Batch 31/269 - Train Accuracy: 0.767, Validation Accuracy: 0.737, Loss: 0.213 Epoch 10 Batch 32/269 - Train Accuracy: 0.746, Validation Accuracy: 0.739, Loss: 0.211 Epoch 10 Batch 33/269 - Train Accuracy: 0.765, Validation Accuracy: 0.756, Loss: 0.233 Epoch 10 Batch 34/269 - Train Accuracy: 0.727, Validation Accuracy: 0.719, Loss: 0.211 Epoch 10 Batch 35/269 - Train Accuracy: 0.737, Validation Accuracy: 0.733, Loss: 0.264 Epoch 10 Batch 36/269 - Train Accuracy: 0.756, Validation Accuracy: 0.746, Loss: 0.219 Epoch 10 Batch 37/269 - Train Accuracy: 0.748, Validation Accuracy: 0.736, Loss: 0.207 Epoch 10 Batch 38/269 - Train Accuracy: 0.767, Validation Accuracy: 0.743, Loss: 0.209 Epoch 10 Batch 39/269 - Train Accuracy: 0.763, Validation Accuracy: 0.758, Loss: 0.211 Epoch 10 Batch 40/269 - Train Accuracy: 0.741, Validation Accuracy: 0.763, Loss: 0.210 Epoch 10 Batch 41/269 - Train Accuracy: 0.763, Validation Accuracy: 0.768, Loss: 0.218 Epoch 10 Batch 42/269 - Train Accuracy: 0.778, Validation Accuracy: 0.764, Loss: 0.188 Epoch 10 Batch 43/269 - Train Accuracy: 0.770, Validation Accuracy: 0.763, Loss: 0.201 Epoch 10 Batch 44/269 - Train Accuracy: 0.772, Validation Accuracy: 0.763, Loss: 0.197 Epoch 10 Batch 45/269 - Train Accuracy: 0.766, Validation Accuracy: 0.775, Loss: 0.204 Epoch 10 Batch 46/269 - Train Accuracy: 0.777, Validation Accuracy: 0.777, Loss: 0.191 Epoch 10 Batch 47/269 - Train Accuracy: 0.790, Validation Accuracy: 0.776, Loss: 0.171 Epoch 10 Batch 48/269 - Train Accuracy: 0.785, Validation Accuracy: 0.779, Loss: 0.186 Epoch 10 Batch 49/269 - Train Accuracy: 0.776, Validation Accuracy: 0.779, Loss: 0.195 Epoch 10 Batch 50/269 - Train Accuracy: 0.773, Validation Accuracy: 0.774, Loss: 0.196 Epoch 10 Batch 51/269 - Train Accuracy: 0.779, Validation Accuracy: 0.780, Loss: 0.183 Epoch 10 Batch 52/269 - Train Accuracy: 0.757, Validation Accuracy: 0.773, Loss: 0.176 Epoch 10 Batch 53/269 - Train Accuracy: 0.775, Validation Accuracy: 0.778, Loss: 0.186 Epoch 10 Batch 54/269 - Train Accuracy: 0.805, Validation Accuracy: 0.783, Loss: 0.170 Epoch 10 Batch 55/269 - Train Accuracy: 0.778, Validation Accuracy: 0.787, Loss: 0.178 Epoch 10 Batch 56/269 - Train Accuracy: 0.793, Validation Accuracy: 0.789, Loss: 0.174 Epoch 10 Batch 57/269 - Train Accuracy: 0.771, Validation Accuracy: 0.785, Loss: 0.180 Epoch 10 Batch 58/269 - Train Accuracy: 0.781, Validation Accuracy: 0.788, Loss: 0.167 Epoch 10 Batch 59/269 - Train Accuracy: 0.807, Validation Accuracy: 0.775, Loss: 0.161 Epoch 10 Batch 60/269 - Train Accuracy: 0.790, Validation Accuracy: 0.772, Loss: 0.171 Epoch 10 Batch 61/269 - Train Accuracy: 0.794, Validation Accuracy: 0.781, Loss: 0.167 Epoch 10 Batch 62/269 - Train Accuracy: 0.784, Validation Accuracy: 0.783, Loss: 0.171 Epoch 10 Batch 63/269 - Train Accuracy: 0.783, Validation Accuracy: 0.787, Loss: 0.178 Epoch 10 Batch 64/269 - Train Accuracy: 0.777, Validation Accuracy: 0.780, Loss: 0.173 Epoch 10 Batch 65/269 - Train Accuracy: 0.786, Validation Accuracy: 0.783, Loss: 0.168 Epoch 10 Batch 66/269 - Train Accuracy: 0.785, Validation Accuracy: 0.779, Loss: 0.172 Epoch 10 Batch 67/269 - Train Accuracy: 0.767, Validation Accuracy: 0.776, Loss: 0.176 Epoch 10 Batch 68/269 - Train Accuracy: 0.765, Validation Accuracy: 0.776, Loss: 0.186 Epoch 10 Batch 69/269 - Train Accuracy: 0.772, Validation Accuracy: 0.788, Loss: 0.189 Epoch 10 Batch 70/269 - Train Accuracy: 0.793, Validation Accuracy: 0.793, Loss: 0.167 Epoch 10 Batch 71/269 - Train Accuracy: 0.798, Validation Accuracy: 0.805, Loss: 0.179 Epoch 10 Batch 72/269 - Train Accuracy: 0.784, Validation Accuracy: 0.799, Loss: 0.168 Epoch 10 Batch 73/269 - Train Accuracy: 0.788, Validation Accuracy: 0.797, Loss: 0.166 Epoch 10 Batch 74/269 - Train Accuracy: 0.795, Validation Accuracy: 0.787, Loss: 0.168 Epoch 10 Batch 75/269 - Train Accuracy: 0.779, Validation Accuracy: 0.772, Loss: 0.172 Epoch 10 Batch 76/269 - Train Accuracy: 0.749, Validation Accuracy: 0.764, Loss: 0.172 Epoch 10 Batch 77/269 - Train Accuracy: 0.778, Validation Accuracy: 0.771, Loss: 0.170 Epoch 10 Batch 78/269 - Train Accuracy: 0.790, Validation Accuracy: 0.778, Loss: 0.166 Epoch 10 Batch 79/269 - Train Accuracy: 0.790, Validation Accuracy: 0.789, Loss: 0.168 Epoch 10 Batch 80/269 - Train Accuracy: 0.786, Validation Accuracy: 0.789, Loss: 0.167 Epoch 10 Batch 81/269 - Train Accuracy: 0.788, Validation Accuracy: 0.790, Loss: 0.172 Epoch 10 Batch 82/269 - Train Accuracy: 0.793, Validation Accuracy: 0.796, Loss: 0.156 Epoch 10 Batch 83/269 - Train Accuracy: 0.777, Validation Accuracy: 0.786, Loss: 0.177 Epoch 10 Batch 84/269 - Train Accuracy: 0.782, Validation Accuracy: 0.782, Loss: 0.167 Epoch 10 Batch 85/269 - Train Accuracy: 0.786, Validation Accuracy: 0.777, Loss: 0.169 Epoch 10 Batch 86/269 - Train Accuracy: 0.778, Validation Accuracy: 0.782, Loss: 0.156 Epoch 10 Batch 87/269 - Train Accuracy: 0.788, Validation Accuracy: 0.786, Loss: 0.177 Epoch 10 Batch 88/269 - Train Accuracy: 0.779, Validation Accuracy: 0.791, Loss: 0.160 Epoch 10 Batch 89/269 - Train Accuracy: 0.792, Validation Accuracy: 0.788, Loss: 0.165 Epoch 10 Batch 90/269 - Train Accuracy: 0.765, Validation Accuracy: 0.781, Loss: 0.176 Epoch 10 Batch 91/269 - Train Accuracy: 0.781, Validation Accuracy: 0.780, Loss: 0.158 Epoch 10 Batch 92/269 - Train Accuracy: 0.778, Validation Accuracy: 0.776, Loss: 0.161 Epoch 10 Batch 93/269 - Train Accuracy: 0.790, Validation Accuracy: 0.778, Loss: 0.156 Epoch 10 Batch 94/269 - Train Accuracy: 0.780, Validation Accuracy: 0.780, Loss: 0.171 Epoch 10 Batch 95/269 - Train Accuracy: 0.788, Validation Accuracy: 0.776, Loss: 0.162 Epoch 10 Batch 96/269 - Train Accuracy: 0.775, Validation Accuracy: 0.772, Loss: 0.170 Epoch 10 Batch 97/269 - Train Accuracy: 0.779, Validation Accuracy: 0.778, Loss: 0.166 Epoch 10 Batch 98/269 - Train Accuracy: 0.793, Validation Accuracy: 0.786, Loss: 0.161 Epoch 10 Batch 99/269 - Train Accuracy: 0.783, Validation Accuracy: 0.792, Loss: 0.166 Epoch 10 Batch 100/269 - Train Accuracy: 0.807, Validation Accuracy: 0.795, Loss: 0.155 Epoch 10 Batch 101/269 - Train Accuracy: 0.750, Validation Accuracy: 0.791, Loss: 0.175 Epoch 10 Batch 102/269 - Train Accuracy: 0.777, Validation Accuracy: 0.792, Loss: 0.163 Epoch 10 Batch 103/269 - Train Accuracy: 0.780, Validation Accuracy: 0.789, Loss: 0.160 Epoch 10 Batch 104/269 - Train Accuracy: 0.798, Validation Accuracy: 0.786, Loss: 0.162 Epoch 10 Batch 105/269 - Train Accuracy: 0.775, Validation Accuracy: 0.786, Loss: 0.164 Epoch 10 Batch 106/269 - Train Accuracy: 0.781, Validation Accuracy: 0.794, Loss: 0.159 Epoch 10 Batch 107/269 - Train Accuracy: 0.785, Validation Accuracy: 0.794, Loss: 0.164 Epoch 10 Batch 108/269 - Train Accuracy: 0.777, Validation Accuracy: 0.796, Loss: 0.161 Epoch 10 Batch 109/269 - Train Accuracy: 0.756, Validation Accuracy: 0.792, Loss: 0.168 Epoch 10 Batch 110/269 - Train Accuracy: 0.791, Validation Accuracy: 0.796, Loss: 0.151 Epoch 10 Batch 111/269 - Train Accuracy: 0.772, Validation Accuracy: 0.787, Loss: 0.162 Epoch 10 Batch 112/269 - Train Accuracy: 0.787, Validation Accuracy: 0.782, Loss: 0.156 Epoch 10 Batch 113/269 - Train Accuracy: 0.789, Validation Accuracy: 0.778, Loss: 0.150 Epoch 10 Batch 114/269 - Train Accuracy: 0.779, Validation Accuracy: 0.784, Loss: 0.158 Epoch 10 Batch 115/269 - Train Accuracy: 0.774, Validation Accuracy: 0.785, Loss: 0.167 Epoch 10 Batch 116/269 - Train Accuracy: 0.799, Validation Accuracy: 0.798, Loss: 0.157 Epoch 10 Batch 117/269 - Train Accuracy: 0.785, Validation Accuracy: 0.795, Loss: 0.159 Epoch 10 Batch 118/269 - Train Accuracy: 0.817, Validation Accuracy: 0.798, Loss: 0.147 Epoch 10 Batch 119/269 - Train Accuracy: 0.788, Validation Accuracy: 0.800, Loss: 0.154 Epoch 10 Batch 120/269 - Train Accuracy: 0.769, Validation Accuracy: 0.802, Loss: 0.172 Epoch 10 Batch 121/269 - Train Accuracy: 0.781, Validation Accuracy: 0.800, Loss: 0.155 Epoch 10 Batch 122/269 - Train Accuracy: 0.792, Validation Accuracy: 0.792, Loss: 0.151 Epoch 10 Batch 123/269 - Train Accuracy: 0.786, Validation Accuracy: 0.792, Loss: 0.159 Epoch 10 Batch 124/269 - Train Accuracy: 0.778, Validation Accuracy: 0.785, Loss: 0.152 Epoch 10 Batch 125/269 - Train Accuracy: 0.778, Validation Accuracy: 0.784, Loss: 0.160 Epoch 10 Batch 126/269 - Train Accuracy: 0.781, Validation Accuracy: 0.779, Loss: 0.155 Epoch 10 Batch 127/269 - Train Accuracy: 0.779, Validation Accuracy: 0.781, Loss: 0.158 Epoch 10 Batch 128/269 - Train Accuracy: 0.791, Validation Accuracy: 0.779, Loss: 0.155 Epoch 10 Batch 129/269 - Train Accuracy: 0.784, Validation Accuracy: 0.782, Loss: 0.150 Epoch 10 Batch 130/269 - Train Accuracy: 0.770, Validation Accuracy: 0.783, Loss: 0.161 Epoch 10 Batch 131/269 - Train Accuracy: 0.768, Validation Accuracy: 0.783, Loss: 0.160 Epoch 10 Batch 132/269 - Train Accuracy: 0.773, Validation Accuracy: 0.788, Loss: 0.162 Epoch 10 Batch 133/269 - Train Accuracy: 0.798, Validation Accuracy: 0.789, Loss: 0.148 Epoch 10 Batch 134/269 - Train Accuracy: 0.781, Validation Accuracy: 0.794, Loss: 0.160 Epoch 10 Batch 135/269 - Train Accuracy: 0.769, Validation Accuracy: 0.797, Loss: 0.163 Epoch 10 Batch 136/269 - Train Accuracy: 0.774, Validation Accuracy: 0.796, Loss: 0.163 Epoch 10 Batch 137/269 - Train Accuracy: 0.781, Validation Accuracy: 0.787, Loss: 0.163 Epoch 10 Batch 138/269 - Train Accuracy: 0.784, Validation Accuracy: 0.792, Loss: 0.160 Epoch 10 Batch 139/269 - Train Accuracy: 0.812, Validation Accuracy: 0.796, Loss: 0.144 Epoch 10 Batch 140/269 - Train Accuracy: 0.803, Validation Accuracy: 0.796, Loss: 0.155 Epoch 10 Batch 141/269 - Train Accuracy: 0.789, Validation Accuracy: 0.797, Loss: 0.159 Epoch 10 Batch 142/269 - Train Accuracy: 0.795, Validation Accuracy: 0.803, Loss: 0.148 Epoch 10 Batch 143/269 - Train Accuracy: 0.807, Validation Accuracy: 0.803, Loss: 0.148 Epoch 10 Batch 144/269 - Train Accuracy: 0.800, Validation Accuracy: 0.797, Loss: 0.143 Epoch 10 Batch 145/269 - Train Accuracy: 0.799, Validation Accuracy: 0.790, Loss: 0.151 Epoch 10 Batch 146/269 - Train Accuracy: 0.801, Validation Accuracy: 0.785, Loss: 0.143 Epoch 10 Batch 147/269 - Train Accuracy: 0.800, Validation Accuracy: 0.782, Loss: 0.150 Epoch 10 Batch 148/269 - Train Accuracy: 0.793, Validation Accuracy: 0.784, Loss: 0.156 Epoch 10 Batch 149/269 - Train Accuracy: 0.780, Validation Accuracy: 0.788, Loss: 0.158 Epoch 10 Batch 150/269 - Train Accuracy: 0.786, Validation Accuracy: 0.796, Loss: 0.152 Epoch 10 Batch 151/269 - Train Accuracy: 0.815, Validation Accuracy: 0.799, Loss: 0.145 Epoch 10 Batch 152/269 - Train Accuracy: 0.797, Validation Accuracy: 0.803, Loss: 0.148 Epoch 10 Batch 153/269 - Train Accuracy: 0.799, Validation Accuracy: 0.803, Loss: 0.147 Epoch 10 Batch 154/269 - Train Accuracy: 0.792, Validation Accuracy: 0.799, Loss: 0.152 Epoch 10 Batch 155/269 - Train Accuracy: 0.800, Validation Accuracy: 0.788, Loss: 0.144 Epoch 10 Batch 156/269 - Train Accuracy: 0.791, Validation Accuracy: 0.786, Loss: 0.158 Epoch 10 Batch 157/269 - Train Accuracy: 0.791, Validation Accuracy: 0.795, Loss: 0.153 Epoch 10 Batch 158/269 - Train Accuracy: 0.776, Validation Accuracy: 0.790, Loss: 0.157 Epoch 10 Batch 159/269 - Train Accuracy: 0.782, Validation Accuracy: 0.789, Loss: 0.165 Epoch 10 Batch 160/269 - Train Accuracy: 0.794, Validation Accuracy: 0.794, Loss: 0.154 Epoch 10 Batch 161/269 - Train Accuracy: 0.796, Validation Accuracy: 0.801, Loss: 0.156 Epoch 10 Batch 162/269 - Train Accuracy: 0.802, Validation Accuracy: 0.805, Loss: 0.163 Epoch 10 Batch 163/269 - Train Accuracy: 0.807, Validation Accuracy: 0.804, Loss: 0.156 Epoch 10 Batch 164/269 - Train Accuracy: 0.802, Validation Accuracy: 0.804, Loss: 0.151 Epoch 10 Batch 165/269 - Train Accuracy: 0.783, Validation Accuracy: 0.803, Loss: 0.166 Epoch 10 Batch 166/269 - Train Accuracy: 0.792, Validation Accuracy: 0.795, Loss: 0.147 Epoch 10 Batch 167/269 - Train Accuracy: 0.789, Validation Accuracy: 0.800, Loss: 0.153 Epoch 10 Batch 168/269 - Train Accuracy: 0.795, Validation Accuracy: 0.805, Loss: 0.152 Epoch 10 Batch 169/269 - Train Accuracy: 0.773, Validation Accuracy: 0.799, Loss: 0.155 Epoch 10 Batch 170/269 - Train Accuracy: 0.795, Validation Accuracy: 0.801, Loss: 0.155 Epoch 10 Batch 171/269 - Train Accuracy: 0.776, Validation Accuracy: 0.798, Loss: 0.164 Epoch 10 Batch 172/269 - Train Accuracy: 0.774, Validation Accuracy: 0.796, Loss: 0.158 Epoch 10 Batch 173/269 - Train Accuracy: 0.783, Validation Accuracy: 0.792, Loss: 0.150 Epoch 10 Batch 174/269 - Train Accuracy: 0.780, Validation Accuracy: 0.792, Loss: 0.155 Epoch 10 Batch 175/269 - Train Accuracy: 0.797, Validation Accuracy: 0.799, Loss: 0.162 Epoch 10 Batch 176/269 - Train Accuracy: 0.773, Validation Accuracy: 0.801, Loss: 0.159 Epoch 10 Batch 177/269 - Train Accuracy: 0.802, Validation Accuracy: 0.810, Loss: 0.141 Epoch 10 Batch 178/269 - Train Accuracy: 0.804, Validation Accuracy: 0.815, Loss: 0.151 Epoch 10 Batch 179/269 - Train Accuracy: 0.777, Validation Accuracy: 0.813, Loss: 0.153 Epoch 10 Batch 180/269 - Train Accuracy: 0.804, Validation Accuracy: 0.809, Loss: 0.149 Epoch 10 Batch 181/269 - Train Accuracy: 0.788, Validation Accuracy: 0.805, Loss: 0.155 Epoch 10 Batch 182/269 - Train Accuracy: 0.790, Validation Accuracy: 0.806, Loss: 0.153 Epoch 10 Batch 183/269 - Train Accuracy: 0.823, Validation Accuracy: 0.806, Loss: 0.134 Epoch 10 Batch 184/269 - Train Accuracy: 0.786, Validation Accuracy: 0.805, Loss: 0.161 Epoch 10 Batch 185/269 - Train Accuracy: 0.809, Validation Accuracy: 0.800, Loss: 0.149 Epoch 10 Batch 186/269 - Train Accuracy: 0.797, Validation Accuracy: 0.800, Loss: 0.151 Epoch 10 Batch 187/269 - Train Accuracy: 0.798, Validation Accuracy: 0.799, Loss: 0.149 Epoch 10 Batch 188/269 - Train Accuracy: 0.808, Validation Accuracy: 0.803, Loss: 0.148 Epoch 10 Batch 189/269 - Train Accuracy: 0.798, Validation Accuracy: 0.803, Loss: 0.143 Epoch 10 Batch 190/269 - Train Accuracy: 0.791, Validation Accuracy: 0.803, Loss: 0.149 Epoch 10 Batch 191/269 - Train Accuracy: 0.797, Validation Accuracy: 0.794, Loss: 0.147 Epoch 10 Batch 192/269 - Train Accuracy: 0.794, Validation Accuracy: 0.799, Loss: 0.142 Epoch 10 Batch 193/269 - Train Accuracy: 0.801, Validation Accuracy: 0.807, Loss: 0.148 Epoch 10 Batch 194/269 - Train Accuracy: 0.804, Validation Accuracy: 0.810, Loss: 0.154 Epoch 10 Batch 195/269 - Train Accuracy: 0.793, Validation Accuracy: 0.809, Loss: 0.148 Epoch 10 Batch 196/269 - Train Accuracy: 0.779, Validation Accuracy: 0.814, Loss: 0.154 Epoch 10 Batch 197/269 - Train Accuracy: 0.764, Validation Accuracy: 0.796, Loss: 0.157 Epoch 10 Batch 198/269 - Train Accuracy: 0.773, Validation Accuracy: 0.779, Loss: 0.154 Epoch 10 Batch 199/269 - Train Accuracy: 0.787, Validation Accuracy: 0.781, Loss: 0.149 Epoch 10 Batch 200/269 - Train Accuracy: 0.795, Validation Accuracy: 0.790, Loss: 0.153 Epoch 10 Batch 201/269 - Train Accuracy: 0.773, Validation Accuracy: 0.803, Loss: 0.149 Epoch 10 Batch 202/269 - Train Accuracy: 0.793, Validation Accuracy: 0.805, Loss: 0.148 Epoch 10 Batch 203/269 - Train Accuracy: 0.787, Validation Accuracy: 0.811, Loss: 0.163 Epoch 10 Batch 204/269 - Train Accuracy: 0.780, Validation Accuracy: 0.811, Loss: 0.158 Epoch 10 Batch 205/269 - Train Accuracy: 0.784, Validation Accuracy: 0.814, Loss: 0.142 Epoch 10 Batch 206/269 - Train Accuracy: 0.782, Validation Accuracy: 0.806, Loss: 0.154 Epoch 10 Batch 207/269 - Train Accuracy: 0.797, Validation Accuracy: 0.801, Loss: 0.143 Epoch 10 Batch 208/269 - Train Accuracy: 0.794, Validation Accuracy: 0.796, Loss: 0.150 Epoch 10 Batch 209/269 - Train Accuracy: 0.800, Validation Accuracy: 0.800, Loss: 0.142 Epoch 10 Batch 210/269 - Train Accuracy: 0.797, Validation Accuracy: 0.799, Loss: 0.141 Epoch 10 Batch 211/269 - Train Accuracy: 0.798, Validation Accuracy: 0.801, Loss: 0.156 Epoch 10 Batch 212/269 - Train Accuracy: 0.782, Validation Accuracy: 0.804, Loss: 0.158 Epoch 10 Batch 213/269 - Train Accuracy: 0.777, Validation Accuracy: 0.804, Loss: 0.151 Epoch 10 Batch 214/269 - Train Accuracy: 0.810, Validation Accuracy: 0.806, Loss: 0.146 Epoch 10 Batch 215/269 - Train Accuracy: 0.813, Validation Accuracy: 0.802, Loss: 0.142 Epoch 10 Batch 216/269 - Train Accuracy: 0.777, Validation Accuracy: 0.803, Loss: 0.163 Epoch 10 Batch 217/269 - Train Accuracy: 0.769, Validation Accuracy: 0.808, Loss: 0.155 Epoch 10 Batch 218/269 - Train Accuracy: 0.793, Validation Accuracy: 0.808, Loss: 0.148 Epoch 10 Batch 219/269 - Train Accuracy: 0.802, Validation Accuracy: 0.808, Loss: 0.147 Epoch 10 Batch 220/269 - Train Accuracy: 0.784, Validation Accuracy: 0.804, Loss: 0.139 Epoch 10 Batch 221/269 - Train Accuracy: 0.797, Validation Accuracy: 0.797, Loss: 0.143 Epoch 10 Batch 222/269 - Train Accuracy: 0.804, Validation Accuracy: 0.796, Loss: 0.141 Epoch 10 Batch 223/269 - Train Accuracy: 0.792, Validation Accuracy: 0.800, Loss: 0.143 Epoch 10 Batch 224/269 - Train Accuracy: 0.806, Validation Accuracy: 0.805, Loss: 0.152 Epoch 10 Batch 225/269 - Train Accuracy: 0.786, Validation Accuracy: 0.806, Loss: 0.147 Epoch 10 Batch 226/269 - Train Accuracy: 0.792, Validation Accuracy: 0.795, Loss: 0.144 Epoch 10 Batch 227/269 - Train Accuracy: 0.821, Validation Accuracy: 0.788, Loss: 0.130 Epoch 10 Batch 228/269 - Train Accuracy: 0.786, Validation Accuracy: 0.792, Loss: 0.148 Epoch 10 Batch 229/269 - Train Accuracy: 0.800, Validation Accuracy: 0.797, Loss: 0.141 Epoch 10 Batch 230/269 - Train Accuracy: 0.773, Validation Accuracy: 0.796, Loss: 0.153 Epoch 10 Batch 231/269 - Train Accuracy: 0.778, Validation Accuracy: 0.805, Loss: 0.156 Epoch 10 Batch 232/269 - Train Accuracy: 0.765, Validation Accuracy: 0.809, Loss: 0.161 Epoch 10 Batch 233/269 - Train Accuracy: 0.796, Validation Accuracy: 0.813, Loss: 0.154 Epoch 10 Batch 234/269 - Train Accuracy: 0.804, Validation Accuracy: 0.817, Loss: 0.145 Epoch 10 Batch 235/269 - Train Accuracy: 0.826, Validation Accuracy: 0.810, Loss: 0.134 Epoch 10 Batch 236/269 - Train Accuracy: 0.798, Validation Accuracy: 0.808, Loss: 0.145 Epoch 10 Batch 237/269 - Train Accuracy: 0.799, Validation Accuracy: 0.802, Loss: 0.147 Epoch 10 Batch 238/269 - Train Accuracy: 0.789, Validation Accuracy: 0.789, Loss: 0.140 Epoch 10 Batch 239/269 - Train Accuracy: 0.799, Validation Accuracy: 0.782, Loss: 0.141 Epoch 10 Batch 240/269 - Train Accuracy: 0.808, Validation Accuracy: 0.779, Loss: 0.128 Epoch 10 Batch 241/269 - Train Accuracy: 0.790, Validation Accuracy: 0.789, Loss: 0.142 Epoch 10 Batch 242/269 - Train Accuracy: 0.780, Validation Accuracy: 0.797, Loss: 0.146 Epoch 10 Batch 243/269 - Train Accuracy: 0.810, Validation Accuracy: 0.802, Loss: 0.137 Epoch 10 Batch 244/269 - Train Accuracy: 0.780, Validation Accuracy: 0.800, Loss: 0.155 Epoch 10 Batch 245/269 - Train Accuracy: 0.794, Validation Accuracy: 0.808, Loss: 0.153 Epoch 10 Batch 246/269 - Train Accuracy: 0.781, Validation Accuracy: 0.810, Loss: 0.147 Epoch 10 Batch 247/269 - Train Accuracy: 0.785, Validation Accuracy: 0.807, Loss: 0.146 Epoch 10 Batch 248/269 - Train Accuracy: 0.793, Validation Accuracy: 0.801, Loss: 0.141 Epoch 10 Batch 249/269 - Train Accuracy: 0.810, Validation Accuracy: 0.798, Loss: 0.135 Epoch 10 Batch 250/269 - Train Accuracy: 0.792, Validation Accuracy: 0.794, Loss: 0.144 Epoch 10 Batch 251/269 - Train Accuracy: 0.807, Validation Accuracy: 0.793, Loss: 0.139 Epoch 10 Batch 252/269 - Train Accuracy: 0.793, Validation Accuracy: 0.802, Loss: 0.147 Epoch 10 Batch 253/269 - Train Accuracy: 0.777, Validation Accuracy: 0.807, Loss: 0.149 Epoch 10 Batch 254/269 - Train Accuracy: 0.792, Validation Accuracy: 0.802, Loss: 0.148 Epoch 10 Batch 255/269 - Train Accuracy: 0.822, Validation Accuracy: 0.806, Loss: 0.134 Epoch 10 Batch 256/269 - Train Accuracy: 0.783, Validation Accuracy: 0.795, Loss: 0.148 Epoch 10 Batch 257/269 - Train Accuracy: 0.774, Validation Accuracy: 0.786, Loss: 0.154 Epoch 10 Batch 258/269 - Train Accuracy: 0.802, Validation Accuracy: 0.778, Loss: 0.143 Epoch 10 Batch 259/269 - Train Accuracy: 0.798, Validation Accuracy: 0.782, Loss: 0.137 Epoch 10 Batch 260/269 - Train Accuracy: 0.783, Validation Accuracy: 0.785, Loss: 0.156 Epoch 10 Batch 261/269 - Train Accuracy: 0.786, Validation Accuracy: 0.794, Loss: 0.156 Epoch 10 Batch 262/269 - Train Accuracy: 0.807, Validation Accuracy: 0.806, Loss: 0.137 Epoch 10 Batch 263/269 - Train Accuracy: 0.794, Validation Accuracy: 0.812, Loss: 0.149 Epoch 10 Batch 264/269 - Train Accuracy: 0.793, Validation Accuracy: 0.812, Loss: 0.147 Epoch 10 Batch 265/269 - Train Accuracy: 0.786, Validation Accuracy: 0.809, Loss: 0.155 Epoch 10 Batch 266/269 - Train Accuracy: 0.808, Validation Accuracy: 0.806, Loss: 0.139 Epoch 10 Batch 267/269 - Train Accuracy: 0.805, Validation Accuracy: 0.795, Loss: 0.149 Epoch 11 Batch 0/269 - Train Accuracy: 0.790, Validation Accuracy: 0.786, Loss: 0.152 Epoch 11 Batch 1/269 - Train Accuracy: 0.804, Validation Accuracy: 0.776, Loss: 0.143 Epoch 11 Batch 2/269 - Train Accuracy: 0.770, Validation Accuracy: 0.779, Loss: 0.146 Epoch 11 Batch 3/269 - Train Accuracy: 0.792, Validation Accuracy: 0.785, Loss: 0.144 Epoch 11 Batch 4/269 - Train Accuracy: 0.755, Validation Accuracy: 0.789, Loss: 0.158 Epoch 11 Batch 5/269 - Train Accuracy: 0.770, Validation Accuracy: 0.794, Loss: 0.154 Epoch 11 Batch 6/269 - Train Accuracy: 0.791, Validation Accuracy: 0.790, Loss: 0.147 Epoch 11 Batch 7/269 - Train Accuracy: 0.791, Validation Accuracy: 0.796, Loss: 0.139 Epoch 11 Batch 8/269 - Train Accuracy: 0.781, Validation Accuracy: 0.800, Loss: 0.156 Epoch 11 Batch 9/269 - Train Accuracy: 0.784, Validation Accuracy: 0.810, Loss: 0.149 Epoch 11 Batch 10/269 - Train Accuracy: 0.785, Validation Accuracy: 0.809, Loss: 0.149 Epoch 11 Batch 11/269 - Train Accuracy: 0.796, Validation Accuracy: 0.805, Loss: 0.149 Epoch 11 Batch 12/269 - Train Accuracy: 0.788, Validation Accuracy: 0.796, Loss: 0.152 Epoch 11 Batch 13/269 - Train Accuracy: 0.810, Validation Accuracy: 0.797, Loss: 0.130 Epoch 11 Batch 14/269 - Train Accuracy: 0.783, Validation Accuracy: 0.800, Loss: 0.148 Epoch 11 Batch 15/269 - Train Accuracy: 0.786, Validation Accuracy: 0.802, Loss: 0.139 Epoch 11 Batch 16/269 - Train Accuracy: 0.802, Validation Accuracy: 0.800, Loss: 0.144 Epoch 11 Batch 17/269 - Train Accuracy: 0.795, Validation Accuracy: 0.795, Loss: 0.141 Epoch 11 Batch 18/269 - Train Accuracy: 0.788, Validation Accuracy: 0.795, Loss: 0.147 Epoch 11 Batch 19/269 - Train Accuracy: 0.823, Validation Accuracy: 0.804, Loss: 0.131 Epoch 11 Batch 20/269 - Train Accuracy: 0.800, Validation Accuracy: 0.807, Loss: 0.146 Epoch 11 Batch 21/269 - Train Accuracy: 0.784, Validation Accuracy: 0.809, Loss: 0.152 Epoch 11 Batch 22/269 - Train Accuracy: 0.798, Validation Accuracy: 0.810, Loss: 0.138 Epoch 11 Batch 23/269 - Train Accuracy: 0.797, Validation Accuracy: 0.805, Loss: 0.137 Epoch 11 Batch 24/269 - Train Accuracy: 0.798, Validation Accuracy: 0.802, Loss: 0.149 Epoch 11 Batch 25/269 - Train Accuracy: 0.782, Validation Accuracy: 0.797, Loss: 0.154 Epoch 11 Batch 26/269 - Train Accuracy: 0.785, Validation Accuracy: 0.788, Loss: 0.137 Epoch 11 Batch 27/269 - Train Accuracy: 0.772, Validation Accuracy: 0.777, Loss: 0.141 Epoch 11 Batch 28/269 - Train Accuracy: 0.766, Validation Accuracy: 0.780, Loss: 0.157 Epoch 11 Batch 29/269 - Train Accuracy: 0.792, Validation Accuracy: 0.793, Loss: 0.147 Epoch 11 Batch 30/269 - Train Accuracy: 0.798, Validation Accuracy: 0.801, Loss: 0.144 Epoch 11 Batch 31/269 - Train Accuracy: 0.812, Validation Accuracy: 0.808, Loss: 0.133 Epoch 11 Batch 32/269 - Train Accuracy: 0.805, Validation Accuracy: 0.801, Loss: 0.129 Epoch 11 Batch 33/269 - Train Accuracy: 0.799, Validation Accuracy: 0.797, Loss: 0.137 Epoch 11 Batch 34/269 - Train Accuracy: 0.785, Validation Accuracy: 0.802, Loss: 0.145 Epoch 11 Batch 35/269 - Train Accuracy: 0.801, Validation Accuracy: 0.800, Loss: 0.155 Epoch 11 Batch 36/269 - Train Accuracy: 0.798, Validation Accuracy: 0.801, Loss: 0.142 Epoch 11 Batch 37/269 - Train Accuracy: 0.798, Validation Accuracy: 0.797, Loss: 0.138 Epoch 11 Batch 38/269 - Train Accuracy: 0.803, Validation Accuracy: 0.801, Loss: 0.134 Epoch 11 Batch 39/269 - Train Accuracy: 0.810, Validation Accuracy: 0.806, Loss: 0.143 Epoch 11 Batch 40/269 - Train Accuracy: 0.784, Validation Accuracy: 0.808, Loss: 0.153 Epoch 11 Batch 41/269 - Train Accuracy: 0.796, Validation Accuracy: 0.809, Loss: 0.144 Epoch 11 Batch 42/269 - Train Accuracy: 0.801, Validation Accuracy: 0.805, Loss: 0.132 Epoch 11 Batch 43/269 - Train Accuracy: 0.799, Validation Accuracy: 0.804, Loss: 0.145 Epoch 11 Batch 44/269 - Train Accuracy: 0.808, Validation Accuracy: 0.801, Loss: 0.139 Epoch 11 Batch 45/269 - Train Accuracy: 0.791, Validation Accuracy: 0.804, Loss: 0.148 Epoch 11 Batch 46/269 - Train Accuracy: 0.799, Validation Accuracy: 0.806, Loss: 0.144 Epoch 11 Batch 47/269 - Train Accuracy: 0.831, Validation Accuracy: 0.807, Loss: 0.126 Epoch 11 Batch 48/269 - Train Accuracy: 0.816, Validation Accuracy: 0.810, Loss: 0.134 Epoch 11 Batch 49/269 - Train Accuracy: 0.781, Validation Accuracy: 0.807, Loss: 0.142 Epoch 11 Batch 50/269 - Train Accuracy: 0.788, Validation Accuracy: 0.805, Loss: 0.149 Epoch 11 Batch 51/269 - Train Accuracy: 0.794, Validation Accuracy: 0.800, Loss: 0.141 Epoch 11 Batch 52/269 - Train Accuracy: 0.785, Validation Accuracy: 0.791, Loss: 0.134 Epoch 11 Batch 53/269 - Train Accuracy: 0.804, Validation Accuracy: 0.796, Loss: 0.142 Epoch 11 Batch 54/269 - Train Accuracy: 0.798, Validation Accuracy: 0.796, Loss: 0.132 Epoch 11 Batch 55/269 - Train Accuracy: 0.787, Validation Accuracy: 0.803, Loss: 0.139 Epoch 11 Batch 56/269 - Train Accuracy: 0.806, Validation Accuracy: 0.807, Loss: 0.135 Epoch 11 Batch 57/269 - Train Accuracy: 0.804, Validation Accuracy: 0.810, Loss: 0.140 Epoch 11 Batch 58/269 - Train Accuracy: 0.794, Validation Accuracy: 0.804, Loss: 0.131 Epoch 11 Batch 59/269 - Train Accuracy: 0.826, Validation Accuracy: 0.793, Loss: 0.125 Epoch 11 Batch 60/269 - Train Accuracy: 0.789, Validation Accuracy: 0.783, Loss: 0.137 Epoch 11 Batch 61/269 - Train Accuracy: 0.808, Validation Accuracy: 0.783, Loss: 0.130 Epoch 11 Batch 62/269 - Train Accuracy: 0.809, Validation Accuracy: 0.790, Loss: 0.132 Epoch 11 Batch 63/269 - Train Accuracy: 0.801, Validation Accuracy: 0.803, Loss: 0.139 Epoch 11 Batch 64/269 - Train Accuracy: 0.785, Validation Accuracy: 0.811, Loss: 0.136 Epoch 11 Batch 65/269 - Train Accuracy: 0.802, Validation Accuracy: 0.809, Loss: 0.135 Epoch 11 Batch 66/269 - Train Accuracy: 0.802, Validation Accuracy: 0.804, Loss: 0.137 Epoch 11 Batch 67/269 - Train Accuracy: 0.779, Validation Accuracy: 0.799, Loss: 0.142 Epoch 11 Batch 68/269 - Train Accuracy: 0.775, Validation Accuracy: 0.788, Loss: 0.148 Epoch 11 Batch 69/269 - Train Accuracy: 0.769, Validation Accuracy: 0.788, Loss: 0.150 Epoch 11 Batch 70/269 - Train Accuracy: 0.823, Validation Accuracy: 0.797, Loss: 0.135 Epoch 11 Batch 71/269 - Train Accuracy: 0.799, Validation Accuracy: 0.804, Loss: 0.147 Epoch 11 Batch 72/269 - Train Accuracy: 0.805, Validation Accuracy: 0.811, Loss: 0.137 Epoch 11 Batch 73/269 - Train Accuracy: 0.804, Validation Accuracy: 0.816, Loss: 0.133 Epoch 11 Batch 74/269 - Train Accuracy: 0.810, Validation Accuracy: 0.805, Loss: 0.138 Epoch 11 Batch 75/269 - Train Accuracy: 0.782, Validation Accuracy: 0.798, Loss: 0.139 Epoch 11 Batch 76/269 - Train Accuracy: 0.784, Validation Accuracy: 0.782, Loss: 0.142 Epoch 11 Batch 77/269 - Train Accuracy: 0.796, Validation Accuracy: 0.782, Loss: 0.135 Epoch 11 Batch 78/269 - Train Accuracy: 0.786, Validation Accuracy: 0.786, Loss: 0.135 Epoch 11 Batch 79/269 - Train Accuracy: 0.801, Validation Accuracy: 0.794, Loss: 0.140 Epoch 11 Batch 80/269 - Train Accuracy: 0.797, Validation Accuracy: 0.799, Loss: 0.136 Epoch 11 Batch 81/269 - Train Accuracy: 0.804, Validation Accuracy: 0.806, Loss: 0.140 Epoch 11 Batch 82/269 - Train Accuracy: 0.812, Validation Accuracy: 0.811, Loss: 0.126 Epoch 11 Batch 83/269 - Train Accuracy: 0.791, Validation Accuracy: 0.805, Loss: 0.152 Epoch 11 Batch 84/269 - Train Accuracy: 0.800, Validation Accuracy: 0.793, Loss: 0.135 Epoch 11 Batch 85/269 - Train Accuracy: 0.803, Validation Accuracy: 0.793, Loss: 0.142 Epoch 11 Batch 86/269 - Train Accuracy: 0.787, Validation Accuracy: 0.792, Loss: 0.130 Epoch 11 Batch 87/269 - Train Accuracy: 0.800, Validation Accuracy: 0.796, Loss: 0.145 Epoch 11 Batch 88/269 - Train Accuracy: 0.796, Validation Accuracy: 0.799, Loss: 0.134 Epoch 11 Batch 89/269 - Train Accuracy: 0.816, Validation Accuracy: 0.805, Loss: 0.134 Epoch 11 Batch 90/269 - Train Accuracy: 0.787, Validation Accuracy: 0.804, Loss: 0.148 Epoch 11 Batch 91/269 - Train Accuracy: 0.799, Validation Accuracy: 0.799, Loss: 0.133 Epoch 11 Batch 92/269 - Train Accuracy: 0.801, Validation Accuracy: 0.796, Loss: 0.138 Epoch 11 Batch 93/269 - Train Accuracy: 0.808, Validation Accuracy: 0.798, Loss: 0.130 Epoch 11 Batch 94/269 - Train Accuracy: 0.784, Validation Accuracy: 0.798, Loss: 0.143 Epoch 11 Batch 95/269 - Train Accuracy: 0.788, Validation Accuracy: 0.792, Loss: 0.138 Epoch 11 Batch 96/269 - Train Accuracy: 0.785, Validation Accuracy: 0.789, Loss: 0.144 Epoch 11 Batch 97/269 - Train Accuracy: 0.785, Validation Accuracy: 0.792, Loss: 0.139 Epoch 11 Batch 98/269 - Train Accuracy: 0.797, Validation Accuracy: 0.799, Loss: 0.137 Epoch 11 Batch 99/269 - Train Accuracy: 0.803, Validation Accuracy: 0.803, Loss: 0.139 Epoch 11 Batch 100/269 - Train Accuracy: 0.819, Validation Accuracy: 0.802, Loss: 0.134 Epoch 11 Batch 101/269 - Train Accuracy: 0.769, Validation Accuracy: 0.804, Loss: 0.146 Epoch 11 Batch 102/269 - Train Accuracy: 0.792, Validation Accuracy: 0.800, Loss: 0.138 Epoch 11 Batch 103/269 - Train Accuracy: 0.794, Validation Accuracy: 0.803, Loss: 0.135 Epoch 11 Batch 104/269 - Train Accuracy: 0.798, Validation Accuracy: 0.803, Loss: 0.137 Epoch 11 Batch 105/269 - Train Accuracy: 0.788, Validation Accuracy: 0.801, Loss: 0.144 Epoch 11 Batch 106/269 - Train Accuracy: 0.799, Validation Accuracy: 0.803, Loss: 0.136 Epoch 11 Batch 107/269 - Train Accuracy: 0.787, Validation Accuracy: 0.803, Loss: 0.139 Epoch 11 Batch 108/269 - Train Accuracy: 0.806, Validation Accuracy: 0.807, Loss: 0.137 Epoch 11 Batch 109/269 - Train Accuracy: 0.771, Validation Accuracy: 0.807, Loss: 0.142 Epoch 11 Batch 110/269 - Train Accuracy: 0.794, Validation Accuracy: 0.810, Loss: 0.131 Epoch 11 Batch 111/269 - Train Accuracy: 0.784, Validation Accuracy: 0.806, Loss: 0.139 Epoch 11 Batch 112/269 - Train Accuracy: 0.799, Validation Accuracy: 0.798, Loss: 0.136 Epoch 11 Batch 113/269 - Train Accuracy: 0.785, Validation Accuracy: 0.790, Loss: 0.134 Epoch 11 Batch 114/269 - Train Accuracy: 0.781, Validation Accuracy: 0.798, Loss: 0.137 Epoch 11 Batch 115/269 - Train Accuracy: 0.774, Validation Accuracy: 0.808, Loss: 0.146 Epoch 11 Batch 116/269 - Train Accuracy: 0.808, Validation Accuracy: 0.803, Loss: 0.132 Epoch 11 Batch 117/269 - Train Accuracy: 0.791, Validation Accuracy: 0.803, Loss: 0.139 Epoch 11 Batch 118/269 - Train Accuracy: 0.815, Validation Accuracy: 0.804, Loss: 0.130 Epoch 11 Batch 119/269 - Train Accuracy: 0.798, Validation Accuracy: 0.803, Loss: 0.136 Epoch 11 Batch 120/269 - Train Accuracy: 0.781, Validation Accuracy: 0.805, Loss: 0.148 Epoch 11 Batch 121/269 - Train Accuracy: 0.782, Validation Accuracy: 0.800, Loss: 0.136 Epoch 11 Batch 122/269 - Train Accuracy: 0.798, Validation Accuracy: 0.799, Loss: 0.128 Epoch 11 Batch 123/269 - Train Accuracy: 0.795, Validation Accuracy: 0.793, Loss: 0.143 Epoch 11 Batch 124/269 - Train Accuracy: 0.783, Validation Accuracy: 0.792, Loss: 0.137 Epoch 11 Batch 125/269 - Train Accuracy: 0.790, Validation Accuracy: 0.789, Loss: 0.138 Epoch 11 Batch 126/269 - Train Accuracy: 0.792, Validation Accuracy: 0.787, Loss: 0.137 Epoch 11 Batch 127/269 - Train Accuracy: 0.798, Validation Accuracy: 0.789, Loss: 0.140 Epoch 11 Batch 128/269 - Train Accuracy: 0.792, Validation Accuracy: 0.791, Loss: 0.138 Epoch 11 Batch 129/269 - Train Accuracy: 0.790, Validation Accuracy: 0.793, Loss: 0.133 Epoch 11 Batch 130/269 - Train Accuracy: 0.784, Validation Accuracy: 0.794, Loss: 0.140 Epoch 11 Batch 131/269 - Train Accuracy: 0.775, Validation Accuracy: 0.798, Loss: 0.143 Epoch 11 Batch 132/269 - Train Accuracy: 0.781, Validation Accuracy: 0.804, Loss: 0.144 Epoch 11 Batch 133/269 - Train Accuracy: 0.805, Validation Accuracy: 0.810, Loss: 0.131 Epoch 11 Batch 134/269 - Train Accuracy: 0.788, Validation Accuracy: 0.813, Loss: 0.139 Epoch 11 Batch 135/269 - Train Accuracy: 0.775, Validation Accuracy: 0.803, Loss: 0.144 Epoch 11 Batch 136/269 - Train Accuracy: 0.784, Validation Accuracy: 0.802, Loss: 0.144 Epoch 11 Batch 137/269 - Train Accuracy: 0.784, Validation Accuracy: 0.795, Loss: 0.142 Epoch 11 Batch 138/269 - Train Accuracy: 0.784, Validation Accuracy: 0.793, Loss: 0.145 Epoch 11 Batch 139/269 - Train Accuracy: 0.817, Validation Accuracy: 0.796, Loss: 0.131 Epoch 11 Batch 140/269 - Train Accuracy: 0.811, Validation Accuracy: 0.794, Loss: 0.138 Epoch 11 Batch 141/269 - Train Accuracy: 0.799, Validation Accuracy: 0.800, Loss: 0.137 Epoch 11 Batch 142/269 - Train Accuracy: 0.806, Validation Accuracy: 0.801, Loss: 0.130 Epoch 11 Batch 143/269 - Train Accuracy: 0.818, Validation Accuracy: 0.805, Loss: 0.132 Epoch 11 Batch 144/269 - Train Accuracy: 0.808, Validation Accuracy: 0.805, Loss: 0.124 Epoch 11 Batch 145/269 - Train Accuracy: 0.802, Validation Accuracy: 0.802, Loss: 0.133 Epoch 11 Batch 146/269 - Train Accuracy: 0.810, Validation Accuracy: 0.800, Loss: 0.129 Epoch 11 Batch 147/269 - Train Accuracy: 0.806, Validation Accuracy: 0.798, Loss: 0.134 Epoch 11 Batch 148/269 - Train Accuracy: 0.789, Validation Accuracy: 0.793, Loss: 0.136 Epoch 11 Batch 149/269 - Train Accuracy: 0.781, Validation Accuracy: 0.785, Loss: 0.138 Epoch 11 Batch 150/269 - Train Accuracy: 0.793, Validation Accuracy: 0.787, Loss: 0.141 Epoch 11 Batch 151/269 - Train Accuracy: 0.820, Validation Accuracy: 0.794, Loss: 0.132 Epoch 11 Batch 152/269 - Train Accuracy: 0.807, Validation Accuracy: 0.806, Loss: 0.132 Epoch 11 Batch 153/269 - Train Accuracy: 0.804, Validation Accuracy: 0.813, Loss: 0.132 Epoch 11 Batch 154/269 - Train Accuracy: 0.806, Validation Accuracy: 0.813, Loss: 0.137 Epoch 11 Batch 155/269 - Train Accuracy: 0.812, Validation Accuracy: 0.813, Loss: 0.130 Epoch 11 Batch 156/269 - Train Accuracy: 0.790, Validation Accuracy: 0.803, Loss: 0.142 Epoch 11 Batch 157/269 - Train Accuracy: 0.798, Validation Accuracy: 0.788, Loss: 0.133 Epoch 11 Batch 158/269 - Train Accuracy: 0.775, Validation Accuracy: 0.788, Loss: 0.134 Epoch 11 Batch 159/269 - Train Accuracy: 0.773, Validation Accuracy: 0.784, Loss: 0.131 Epoch 11 Batch 160/269 - Train Accuracy: 0.793, Validation Accuracy: 0.789, Loss: 0.126 Epoch 11 Batch 161/269 - Train Accuracy: 0.796, Validation Accuracy: 0.801, Loss: 0.129 Epoch 11 Batch 162/269 - Train Accuracy: 0.816, Validation Accuracy: 0.812, Loss: 0.140 Epoch 11 Batch 163/269 - Train Accuracy: 0.808, Validation Accuracy: 0.819, Loss: 0.135 Epoch 11 Batch 164/269 - Train Accuracy: 0.808, Validation Accuracy: 0.817, Loss: 0.130 Epoch 11 Batch 165/269 - Train Accuracy: 0.790, Validation Accuracy: 0.811, Loss: 0.140 Epoch 11 Batch 166/269 - Train Accuracy: 0.809, Validation Accuracy: 0.802, Loss: 0.128 Epoch 11 Batch 167/269 - Train Accuracy: 0.803, Validation Accuracy: 0.791, Loss: 0.131 Epoch 11 Batch 168/269 - Train Accuracy: 0.797, Validation Accuracy: 0.794, Loss: 0.130 Epoch 11 Batch 169/269 - Train Accuracy: 0.787, Validation Accuracy: 0.799, Loss: 0.134 Epoch 11 Batch 170/269 - Train Accuracy: 0.808, Validation Accuracy: 0.803, Loss: 0.128 Epoch 11 Batch 171/269 - Train Accuracy: 0.784, Validation Accuracy: 0.814, Loss: 0.141 Epoch 11 Batch 172/269 - Train Accuracy: 0.799, Validation Accuracy: 0.810, Loss: 0.138 Epoch 11 Batch 173/269 - Train Accuracy: 0.798, Validation Accuracy: 0.812, Loss: 0.125 Epoch 11 Batch 174/269 - Train Accuracy: 0.810, Validation Accuracy: 0.810, Loss: 0.131 Epoch 11 Batch 175/269 - Train Accuracy: 0.789, Validation Accuracy: 0.800, Loss: 0.139 Epoch 11 Batch 176/269 - Train Accuracy: 0.779, Validation Accuracy: 0.798, Loss: 0.136 Epoch 11 Batch 177/269 - Train Accuracy: 0.803, Validation Accuracy: 0.800, Loss: 0.120 Epoch 11 Batch 178/269 - Train Accuracy: 0.797, Validation Accuracy: 0.799, Loss: 0.127 Epoch 11 Batch 179/269 - Train Accuracy: 0.786, Validation Accuracy: 0.802, Loss: 0.131 Epoch 11 Batch 180/269 - Train Accuracy: 0.806, Validation Accuracy: 0.804, Loss: 0.129 Epoch 11 Batch 181/269 - Train Accuracy: 0.796, Validation Accuracy: 0.816, Loss: 0.132 Epoch 11 Batch 182/269 - Train Accuracy: 0.809, Validation Accuracy: 0.812, Loss: 0.129 Epoch 11 Batch 183/269 - Train Accuracy: 0.828, Validation Accuracy: 0.814, Loss: 0.113 Epoch 11 Batch 184/269 - Train Accuracy: 0.796, Validation Accuracy: 0.813, Loss: 0.140 Epoch 11 Batch 185/269 - Train Accuracy: 0.811, Validation Accuracy: 0.806, Loss: 0.128 Epoch 11 Batch 186/269 - Train Accuracy: 0.805, Validation Accuracy: 0.805, Loss: 0.131 Epoch 11 Batch 187/269 - Train Accuracy: 0.797, Validation Accuracy: 0.805, Loss: 0.129 Epoch 11 Batch 188/269 - Train Accuracy: 0.817, Validation Accuracy: 0.803, Loss: 0.129 Epoch 11 Batch 189/269 - Train Accuracy: 0.807, Validation Accuracy: 0.805, Loss: 0.126 Epoch 11 Batch 190/269 - Train Accuracy: 0.795, Validation Accuracy: 0.811, Loss: 0.132 Epoch 11 Batch 191/269 - Train Accuracy: 0.808, Validation Accuracy: 0.805, Loss: 0.126 Epoch 11 Batch 192/269 - Train Accuracy: 0.795, Validation Accuracy: 0.805, Loss: 0.124 Epoch 11 Batch 193/269 - Train Accuracy: 0.802, Validation Accuracy: 0.809, Loss: 0.129 Epoch 11 Batch 194/269 - Train Accuracy: 0.811, Validation Accuracy: 0.813, Loss: 0.133 Epoch 11 Batch 195/269 - Train Accuracy: 0.805, Validation Accuracy: 0.816, Loss: 0.128 Epoch 11 Batch 196/269 - Train Accuracy: 0.787, Validation Accuracy: 0.817, Loss: 0.136 Epoch 11 Batch 197/269 - Train Accuracy: 0.762, Validation Accuracy: 0.797, Loss: 0.135 Epoch 11 Batch 198/269 - Train Accuracy: 0.781, Validation Accuracy: 0.791, Loss: 0.133 Epoch 11 Batch 199/269 - Train Accuracy: 0.789, Validation Accuracy: 0.787, Loss: 0.130 Epoch 11 Batch 200/269 - Train Accuracy: 0.802, Validation Accuracy: 0.793, Loss: 0.134 Epoch 11 Batch 201/269 - Train Accuracy: 0.782, Validation Accuracy: 0.804, Loss: 0.131 Epoch 11 Batch 202/269 - Train Accuracy: 0.802, Validation Accuracy: 0.804, Loss: 0.131 Epoch 11 Batch 203/269 - Train Accuracy: 0.801, Validation Accuracy: 0.809, Loss: 0.142 Epoch 11 Batch 204/269 - Train Accuracy: 0.783, Validation Accuracy: 0.805, Loss: 0.138 Epoch 11 Batch 205/269 - Train Accuracy: 0.795, Validation Accuracy: 0.801, Loss: 0.122 Epoch 11 Batch 206/269 - Train Accuracy: 0.780, Validation Accuracy: 0.799, Loss: 0.134 Epoch 11 Batch 207/269 - Train Accuracy: 0.807, Validation Accuracy: 0.803, Loss: 0.125 Epoch 11 Batch 208/269 - Train Accuracy: 0.805, Validation Accuracy: 0.809, Loss: 0.131 Epoch 11 Batch 209/269 - Train Accuracy: 0.806, Validation Accuracy: 0.798, Loss: 0.125 Epoch 11 Batch 210/269 - Train Accuracy: 0.806, Validation Accuracy: 0.798, Loss: 0.125 Epoch 11 Batch 211/269 - Train Accuracy: 0.803, Validation Accuracy: 0.800, Loss: 0.134 Epoch 11 Batch 212/269 - Train Accuracy: 0.786, Validation Accuracy: 0.801, Loss: 0.137 Epoch 11 Batch 213/269 - Train Accuracy: 0.786, Validation Accuracy: 0.801, Loss: 0.134 Epoch 11 Batch 214/269 - Train Accuracy: 0.807, Validation Accuracy: 0.804, Loss: 0.128 Epoch 11 Batch 215/269 - Train Accuracy: 0.807, Validation Accuracy: 0.805, Loss: 0.123 Epoch 11 Batch 216/269 - Train Accuracy: 0.789, Validation Accuracy: 0.806, Loss: 0.142 Epoch 11 Batch 217/269 - Train Accuracy: 0.774, Validation Accuracy: 0.806, Loss: 0.138 Epoch 11 Batch 218/269 - Train Accuracy: 0.809, Validation Accuracy: 0.810, Loss: 0.127 Epoch 11 Batch 219/269 - Train Accuracy: 0.812, Validation Accuracy: 0.809, Loss: 0.131 Epoch 11 Batch 220/269 - Train Accuracy: 0.789, Validation Accuracy: 0.801, Loss: 0.121 Epoch 11 Batch 221/269 - Train Accuracy: 0.811, Validation Accuracy: 0.796, Loss: 0.124 Epoch 11 Batch 222/269 - Train Accuracy: 0.805, Validation Accuracy: 0.784, Loss: 0.122 Epoch 11 Batch 223/269 - Train Accuracy: 0.797, Validation Accuracy: 0.790, Loss: 0.125 Epoch 11 Batch 224/269 - Train Accuracy: 0.801, Validation Accuracy: 0.809, Loss: 0.132 Epoch 11 Batch 225/269 - Train Accuracy: 0.804, Validation Accuracy: 0.813, Loss: 0.128 Epoch 11 Batch 226/269 - Train Accuracy: 0.790, Validation Accuracy: 0.811, Loss: 0.130 Epoch 11 Batch 227/269 - Train Accuracy: 0.824, Validation Accuracy: 0.805, Loss: 0.114 Epoch 11 Batch 228/269 - Train Accuracy: 0.797, Validation Accuracy: 0.797, Loss: 0.127 Epoch 11 Batch 229/269 - Train Accuracy: 0.802, Validation Accuracy: 0.797, Loss: 0.120 Epoch 11 Batch 230/269 - Train Accuracy: 0.781, Validation Accuracy: 0.798, Loss: 0.133 Epoch 11 Batch 231/269 - Train Accuracy: 0.783, Validation Accuracy: 0.798, Loss: 0.138 Epoch 11 Batch 232/269 - Train Accuracy: 0.774, Validation Accuracy: 0.811, Loss: 0.138 Epoch 11 Batch 233/269 - Train Accuracy: 0.811, Validation Accuracy: 0.826, Loss: 0.128 Epoch 11 Batch 234/269 - Train Accuracy: 0.811, Validation Accuracy: 0.827, Loss: 0.125 Epoch 11 Batch 235/269 - Train Accuracy: 0.833, Validation Accuracy: 0.818, Loss: 0.116 Epoch 11 Batch 236/269 - Train Accuracy: 0.802, Validation Accuracy: 0.809, Loss: 0.123 Epoch 11 Batch 237/269 - Train Accuracy: 0.807, Validation Accuracy: 0.807, Loss: 0.128 Epoch 11 Batch 238/269 - Train Accuracy: 0.792, Validation Accuracy: 0.794, Loss: 0.120 Epoch 11 Batch 239/269 - Train Accuracy: 0.806, Validation Accuracy: 0.788, Loss: 0.118 Epoch 11 Batch 240/269 - Train Accuracy: 0.822, Validation Accuracy: 0.792, Loss: 0.112 Epoch 11 Batch 241/269 - Train Accuracy: 0.795, Validation Accuracy: 0.792, Loss: 0.123 Epoch 11 Batch 242/269 - Train Accuracy: 0.799, Validation Accuracy: 0.802, Loss: 0.126 Epoch 11 Batch 243/269 - Train Accuracy: 0.825, Validation Accuracy: 0.807, Loss: 0.121 Epoch 11 Batch 244/269 - Train Accuracy: 0.787, Validation Accuracy: 0.809, Loss: 0.130 Epoch 11 Batch 245/269 - Train Accuracy: 0.793, Validation Accuracy: 0.816, Loss: 0.133 Epoch 11 Batch 246/269 - Train Accuracy: 0.788, Validation Accuracy: 0.817, Loss: 0.126 Epoch 11 Batch 247/269 - Train Accuracy: 0.790, Validation Accuracy: 0.808, Loss: 0.128 Epoch 11 Batch 248/269 - Train Accuracy: 0.804, Validation Accuracy: 0.800, Loss: 0.122 Epoch 11 Batch 249/269 - Train Accuracy: 0.822, Validation Accuracy: 0.798, Loss: 0.116 Epoch 11 Batch 250/269 - Train Accuracy: 0.786, Validation Accuracy: 0.791, Loss: 0.125 Epoch 11 Batch 251/269 - Train Accuracy: 0.819, Validation Accuracy: 0.796, Loss: 0.124 Epoch 11 Batch 252/269 - Train Accuracy: 0.798, Validation Accuracy: 0.808, Loss: 0.126 Epoch 11 Batch 253/269 - Train Accuracy: 0.792, Validation Accuracy: 0.811, Loss: 0.128 Epoch 11 Batch 254/269 - Train Accuracy: 0.808, Validation Accuracy: 0.812, Loss: 0.130 Epoch 11 Batch 255/269 - Train Accuracy: 0.826, Validation Accuracy: 0.815, Loss: 0.113 Epoch 11 Batch 256/269 - Train Accuracy: 0.790, Validation Accuracy: 0.809, Loss: 0.130 Epoch 11 Batch 257/269 - Train Accuracy: 0.784, Validation Accuracy: 0.804, Loss: 0.135 Epoch 11 Batch 258/269 - Train Accuracy: 0.799, Validation Accuracy: 0.792, Loss: 0.124 Epoch 11 Batch 259/269 - Train Accuracy: 0.812, Validation Accuracy: 0.799, Loss: 0.120 Epoch 11 Batch 260/269 - Train Accuracy: 0.789, Validation Accuracy: 0.811, Loss: 0.135 Epoch 11 Batch 261/269 - Train Accuracy: 0.797, Validation Accuracy: 0.810, Loss: 0.134 Epoch 11 Batch 262/269 - Train Accuracy: 0.805, Validation Accuracy: 0.818, Loss: 0.118 Epoch 11 Batch 263/269 - Train Accuracy: 0.809, Validation Accuracy: 0.819, Loss: 0.129 Epoch 11 Batch 264/269 - Train Accuracy: 0.802, Validation Accuracy: 0.821, Loss: 0.129 Epoch 11 Batch 265/269 - Train Accuracy: 0.790, Validation Accuracy: 0.813, Loss: 0.133 Epoch 11 Batch 266/269 - Train Accuracy: 0.817, Validation Accuracy: 0.807, Loss: 0.119 Epoch 11 Batch 267/269 - Train Accuracy: 0.810, Validation Accuracy: 0.805, Loss: 0.127 Epoch 12 Batch 0/269 - Train Accuracy: 0.798, Validation Accuracy: 0.797, Loss: 0.126 Epoch 12 Batch 1/269 - Train Accuracy: 0.813, Validation Accuracy: 0.789, Loss: 0.125 Epoch 12 Batch 2/269 - Train Accuracy: 0.781, Validation Accuracy: 0.789, Loss: 0.126 Epoch 12 Batch 3/269 - Train Accuracy: 0.815, Validation Accuracy: 0.796, Loss: 0.122 Epoch 12 Batch 4/269 - Train Accuracy: 0.767, Validation Accuracy: 0.796, Loss: 0.137 Epoch 12 Batch 5/269 - Train Accuracy: 0.783, Validation Accuracy: 0.803, Loss: 0.135 Epoch 12 Batch 6/269 - Train Accuracy: 0.800, Validation Accuracy: 0.800, Loss: 0.125 Epoch 12 Batch 7/269 - Train Accuracy: 0.796, Validation Accuracy: 0.805, Loss: 0.121 Epoch 12 Batch 8/269 - Train Accuracy: 0.806, Validation Accuracy: 0.817, Loss: 0.134 Epoch 12 Batch 9/269 - Train Accuracy: 0.804, Validation Accuracy: 0.822, Loss: 0.132 Epoch 12 Batch 10/269 - Train Accuracy: 0.796, Validation Accuracy: 0.816, Loss: 0.134 Epoch 12 Batch 11/269 - Train Accuracy: 0.804, Validation Accuracy: 0.802, Loss: 0.132 Epoch 12 Batch 12/269 - Train Accuracy: 0.791, Validation Accuracy: 0.799, Loss: 0.133 Epoch 12 Batch 13/269 - Train Accuracy: 0.806, Validation Accuracy: 0.800, Loss: 0.118 Epoch 12 Batch 14/269 - Train Accuracy: 0.798, Validation Accuracy: 0.805, Loss: 0.128 Epoch 12 Batch 15/269 - Train Accuracy: 0.795, Validation Accuracy: 0.801, Loss: 0.121 Epoch 12 Batch 16/269 - Train Accuracy: 0.806, Validation Accuracy: 0.810, Loss: 0.124 Epoch 12 Batch 17/269 - Train Accuracy: 0.804, Validation Accuracy: 0.805, Loss: 0.118 Epoch 12 Batch 18/269 - Train Accuracy: 0.798, Validation Accuracy: 0.802, Loss: 0.126 Epoch 12 Batch 19/269 - Train Accuracy: 0.822, Validation Accuracy: 0.807, Loss: 0.110 Epoch 12 Batch 20/269 - Train Accuracy: 0.807, Validation Accuracy: 0.811, Loss: 0.124 Epoch 12 Batch 21/269 - Train Accuracy: 0.796, Validation Accuracy: 0.812, Loss: 0.130 Epoch 12 Batch 22/269 - Train Accuracy: 0.808, Validation Accuracy: 0.815, Loss: 0.119 Epoch 12 Batch 23/269 - Train Accuracy: 0.799, Validation Accuracy: 0.811, Loss: 0.120 Epoch 12 Batch 24/269 - Train Accuracy: 0.810, Validation Accuracy: 0.800, Loss: 0.126 Epoch 12 Batch 25/269 - Train Accuracy: 0.785, Validation Accuracy: 0.795, Loss: 0.129 Epoch 12 Batch 26/269 - Train Accuracy: 0.800, Validation Accuracy: 0.793, Loss: 0.120 Epoch 12 Batch 27/269 - Train Accuracy: 0.795, Validation Accuracy: 0.786, Loss: 0.125 Epoch 12 Batch 28/269 - Train Accuracy: 0.780, Validation Accuracy: 0.792, Loss: 0.140 Epoch 12 Batch 29/269 - Train Accuracy: 0.790, Validation Accuracy: 0.803, Loss: 0.132 Epoch 12 Batch 30/269 - Train Accuracy: 0.797, Validation Accuracy: 0.809, Loss: 0.127 Epoch 12 Batch 31/269 - Train Accuracy: 0.824, Validation Accuracy: 0.809, Loss: 0.114 Epoch 12 Batch 32/269 - Train Accuracy: 0.819, Validation Accuracy: 0.807, Loss: 0.109 Epoch 12 Batch 33/269 - Train Accuracy: 0.814, Validation Accuracy: 0.806, Loss: 0.122 Epoch 12 Batch 34/269 - Train Accuracy: 0.790, Validation Accuracy: 0.809, Loss: 0.123 Epoch 12 Batch 35/269 - Train Accuracy: 0.801, Validation Accuracy: 0.812, Loss: 0.137 Epoch 12 Batch 36/269 - Train Accuracy: 0.817, Validation Accuracy: 0.812, Loss: 0.125 Epoch 12 Batch 37/269 - Train Accuracy: 0.804, Validation Accuracy: 0.810, Loss: 0.119 Epoch 12 Batch 38/269 - Train Accuracy: 0.793, Validation Accuracy: 0.808, Loss: 0.117 Epoch 12 Batch 39/269 - Train Accuracy: 0.817, Validation Accuracy: 0.805, Loss: 0.122 Epoch 12 Batch 40/269 - Train Accuracy: 0.781, Validation Accuracy: 0.802, Loss: 0.132 Epoch 12 Batch 41/269 - Train Accuracy: 0.807, Validation Accuracy: 0.801, Loss: 0.126 Epoch 12 Batch 42/269 - Train Accuracy: 0.800, Validation Accuracy: 0.805, Loss: 0.119 Epoch 12 Batch 43/269 - Train Accuracy: 0.810, Validation Accuracy: 0.810, Loss: 0.125 Epoch 12 Batch 44/269 - Train Accuracy: 0.814, Validation Accuracy: 0.814, Loss: 0.119 Epoch 12 Batch 45/269 - Train Accuracy: 0.802, Validation Accuracy: 0.814, Loss: 0.126 Epoch 12 Batch 46/269 - Train Accuracy: 0.801, Validation Accuracy: 0.813, Loss: 0.124 Epoch 12 Batch 47/269 - Train Accuracy: 0.834, Validation Accuracy: 0.810, Loss: 0.108 Epoch 12 Batch 48/269 - Train Accuracy: 0.825, Validation Accuracy: 0.809, Loss: 0.116 Epoch 12 Batch 49/269 - Train Accuracy: 0.800, Validation Accuracy: 0.804, Loss: 0.123 Epoch 12 Batch 50/269 - Train Accuracy: 0.788, Validation Accuracy: 0.807, Loss: 0.131 Epoch 12 Batch 51/269 - Train Accuracy: 0.802, Validation Accuracy: 0.805, Loss: 0.125 Epoch 12 Batch 52/269 - Train Accuracy: 0.805, Validation Accuracy: 0.806, Loss: 0.117 Epoch 12 Batch 53/269 - Train Accuracy: 0.804, Validation Accuracy: 0.807, Loss: 0.127 Epoch 12 Batch 54/269 - Train Accuracy: 0.811, Validation Accuracy: 0.812, Loss: 0.115 Epoch 12 Batch 55/269 - Train Accuracy: 0.796, Validation Accuracy: 0.816, Loss: 0.125 Epoch 12 Batch 56/269 - Train Accuracy: 0.814, Validation Accuracy: 0.811, Loss: 0.119 Epoch 12 Batch 57/269 - Train Accuracy: 0.805, Validation Accuracy: 0.801, Loss: 0.124 Epoch 12 Batch 58/269 - Train Accuracy: 0.800, Validation Accuracy: 0.791, Loss: 0.114 Epoch 12 Batch 59/269 - Train Accuracy: 0.831, Validation Accuracy: 0.793, Loss: 0.112 Epoch 12 Batch 60/269 - Train Accuracy: 0.801, Validation Accuracy: 0.794, Loss: 0.122 Epoch 12 Batch 61/269 - Train Accuracy: 0.813, Validation Accuracy: 0.797, Loss: 0.112 Epoch 12 Batch 62/269 - Train Accuracy: 0.809, Validation Accuracy: 0.800, Loss: 0.117 Epoch 12 Batch 63/269 - Train Accuracy: 0.800, Validation Accuracy: 0.800, Loss: 0.123 Epoch 12 Batch 64/269 - Train Accuracy: 0.797, Validation Accuracy: 0.807, Loss: 0.117 Epoch 12 Batch 65/269 - Train Accuracy: 0.806, Validation Accuracy: 0.808, Loss: 0.122 Epoch 12 Batch 66/269 - Train Accuracy: 0.802, Validation Accuracy: 0.808, Loss: 0.120 Epoch 12 Batch 67/269 - Train Accuracy: 0.793, Validation Accuracy: 0.807, Loss: 0.126 Epoch 12 Batch 68/269 - Train Accuracy: 0.777, Validation Accuracy: 0.792, Loss: 0.129 Epoch 12 Batch 69/269 - Train Accuracy: 0.773, Validation Accuracy: 0.790, Loss: 0.135 Epoch 12 Batch 70/269 - Train Accuracy: 0.826, Validation Accuracy: 0.807, Loss: 0.117 Epoch 12 Batch 71/269 - Train Accuracy: 0.807, Validation Accuracy: 0.807, Loss: 0.127 Epoch 12 Batch 72/269 - Train Accuracy: 0.812, Validation Accuracy: 0.809, Loss: 0.120 Epoch 12 Batch 73/269 - Train Accuracy: 0.809, Validation Accuracy: 0.813, Loss: 0.120 Epoch 12 Batch 74/269 - Train Accuracy: 0.819, Validation Accuracy: 0.803, Loss: 0.118 Epoch 12 Batch 75/269 - Train Accuracy: 0.798, Validation Accuracy: 0.795, Loss: 0.122 Epoch 12 Batch 76/269 - Train Accuracy: 0.777, Validation Accuracy: 0.789, Loss: 0.127 Epoch 12 Batch 77/269 - Train Accuracy: 0.795, Validation Accuracy: 0.789, Loss: 0.122 Epoch 12 Batch 78/269 - Train Accuracy: 0.802, Validation Accuracy: 0.791, Loss: 0.120 Epoch 12 Batch 79/269 - Train Accuracy: 0.795, Validation Accuracy: 0.796, Loss: 0.126 Epoch 12 Batch 80/269 - Train Accuracy: 0.799, Validation Accuracy: 0.809, Loss: 0.122 Epoch 12 Batch 81/269 - Train Accuracy: 0.810, Validation Accuracy: 0.806, Loss: 0.124 Epoch 12 Batch 82/269 - Train Accuracy: 0.824, Validation Accuracy: 0.808, Loss: 0.108 Epoch 12 Batch 83/269 - Train Accuracy: 0.798, Validation Accuracy: 0.803, Loss: 0.132 Epoch 12 Batch 84/269 - Train Accuracy: 0.807, Validation Accuracy: 0.801, Loss: 0.116 Epoch 12 Batch 85/269 - Train Accuracy: 0.811, Validation Accuracy: 0.801, Loss: 0.121 Epoch 12 Batch 86/269 - Train Accuracy: 0.799, Validation Accuracy: 0.789, Loss: 0.115 Epoch 12 Batch 87/269 - Train Accuracy: 0.801, Validation Accuracy: 0.793, Loss: 0.127 Epoch 12 Batch 88/269 - Train Accuracy: 0.803, Validation Accuracy: 0.806, Loss: 0.114 Epoch 12 Batch 89/269 - Train Accuracy: 0.824, Validation Accuracy: 0.803, Loss: 0.116 Epoch 12 Batch 90/269 - Train Accuracy: 0.789, Validation Accuracy: 0.812, Loss: 0.132 Epoch 12 Batch 91/269 - Train Accuracy: 0.800, Validation Accuracy: 0.812, Loss: 0.115 Epoch 12 Batch 92/269 - Train Accuracy: 0.812, Validation Accuracy: 0.801, Loss: 0.121 Epoch 12 Batch 93/269 - Train Accuracy: 0.812, Validation Accuracy: 0.794, Loss: 0.113 Epoch 12 Batch 94/269 - Train Accuracy: 0.787, Validation Accuracy: 0.783, Loss: 0.126 Epoch 12 Batch 95/269 - Train Accuracy: 0.790, Validation Accuracy: 0.783, Loss: 0.121 Epoch 12 Batch 96/269 - Train Accuracy: 0.789, Validation Accuracy: 0.790, Loss: 0.125 Epoch 12 Batch 97/269 - Train Accuracy: 0.805, Validation Accuracy: 0.795, Loss: 0.120 Epoch 12 Batch 98/269 - Train Accuracy: 0.798, Validation Accuracy: 0.803, Loss: 0.119 Epoch 12 Batch 99/269 - Train Accuracy: 0.800, Validation Accuracy: 0.807, Loss: 0.121 Epoch 12 Batch 100/269 - Train Accuracy: 0.828, Validation Accuracy: 0.809, Loss: 0.117 Epoch 12 Batch 101/269 - Train Accuracy: 0.772, Validation Accuracy: 0.798, Loss: 0.129 Epoch 12 Batch 102/269 - Train Accuracy: 0.791, Validation Accuracy: 0.796, Loss: 0.122 Epoch 12 Batch 103/269 - Train Accuracy: 0.794, Validation Accuracy: 0.794, Loss: 0.121 Epoch 12 Batch 104/269 - Train Accuracy: 0.809, Validation Accuracy: 0.793, Loss: 0.118 Epoch 12 Batch 105/269 - Train Accuracy: 0.791, Validation Accuracy: 0.801, Loss: 0.124 Epoch 12 Batch 106/269 - Train Accuracy: 0.799, Validation Accuracy: 0.808, Loss: 0.119 Epoch 12 Batch 107/269 - Train Accuracy: 0.800, Validation Accuracy: 0.811, Loss: 0.120 Epoch 12 Batch 108/269 - Train Accuracy: 0.803, Validation Accuracy: 0.818, Loss: 0.122 Epoch 12 Batch 109/269 - Train Accuracy: 0.777, Validation Accuracy: 0.814, Loss: 0.128 Epoch 12 Batch 110/269 - Train Accuracy: 0.794, Validation Accuracy: 0.806, Loss: 0.114 Epoch 12 Batch 111/269 - Train Accuracy: 0.789, Validation Accuracy: 0.804, Loss: 0.122 Epoch 12 Batch 112/269 - Train Accuracy: 0.799, Validation Accuracy: 0.802, Loss: 0.117 Epoch 12 Batch 113/269 - Train Accuracy: 0.789, Validation Accuracy: 0.804, Loss: 0.118 Epoch 12 Batch 114/269 - Train Accuracy: 0.790, Validation Accuracy: 0.812, Loss: 0.120 Epoch 12 Batch 115/269 - Train Accuracy: 0.797, Validation Accuracy: 0.811, Loss: 0.125 Epoch 12 Batch 116/269 - Train Accuracy: 0.814, Validation Accuracy: 0.812, Loss: 0.117 Epoch 12 Batch 117/269 - Train Accuracy: 0.799, Validation Accuracy: 0.811, Loss: 0.121 Epoch 12 Batch 118/269 - Train Accuracy: 0.818, Validation Accuracy: 0.812, Loss: 0.112 Epoch 12 Batch 119/269 - Train Accuracy: 0.800, Validation Accuracy: 0.812, Loss: 0.117 Epoch 12 Batch 120/269 - Train Accuracy: 0.790, Validation Accuracy: 0.813, Loss: 0.129 Epoch 12 Batch 121/269 - Train Accuracy: 0.793, Validation Accuracy: 0.813, Loss: 0.116 Epoch 12 Batch 122/269 - Train Accuracy: 0.812, Validation Accuracy: 0.809, Loss: 0.116 Epoch 12 Batch 123/269 - Train Accuracy: 0.799, Validation Accuracy: 0.797, Loss: 0.123 Epoch 12 Batch 124/269 - Train Accuracy: 0.791, Validation Accuracy: 0.795, Loss: 0.115 Epoch 12 Batch 125/269 - Train Accuracy: 0.795, Validation Accuracy: 0.794, Loss: 0.120 Epoch 12 Batch 126/269 - Train Accuracy: 0.803, Validation Accuracy: 0.800, Loss: 0.118 Epoch 12 Batch 127/269 - Train Accuracy: 0.805, Validation Accuracy: 0.799, Loss: 0.118 Epoch 12 Batch 128/269 - Train Accuracy: 0.807, Validation Accuracy: 0.796, Loss: 0.119 Epoch 12 Batch 129/269 - Train Accuracy: 0.798, Validation Accuracy: 0.798, Loss: 0.118 Epoch 12 Batch 130/269 - Train Accuracy: 0.791, Validation Accuracy: 0.799, Loss: 0.122 Epoch 12 Batch 131/269 - Train Accuracy: 0.785, Validation Accuracy: 0.803, Loss: 0.123 Epoch 12 Batch 132/269 - Train Accuracy: 0.790, Validation Accuracy: 0.802, Loss: 0.125 Epoch 12 Batch 133/269 - Train Accuracy: 0.816, Validation Accuracy: 0.807, Loss: 0.116 Epoch 12 Batch 134/269 - Train Accuracy: 0.797, Validation Accuracy: 0.802, Loss: 0.120 Epoch 12 Batch 135/269 - Train Accuracy: 0.788, Validation Accuracy: 0.810, Loss: 0.124 Epoch 12 Batch 136/269 - Train Accuracy: 0.795, Validation Accuracy: 0.811, Loss: 0.126 Epoch 12 Batch 137/269 - Train Accuracy: 0.799, Validation Accuracy: 0.807, Loss: 0.124 Epoch 12 Batch 138/269 - Train Accuracy: 0.792, Validation Accuracy: 0.804, Loss: 0.129 Epoch 12 Batch 139/269 - Train Accuracy: 0.820, Validation Accuracy: 0.806, Loss: 0.110 Epoch 12 Batch 140/269 - Train Accuracy: 0.821, Validation Accuracy: 0.804, Loss: 0.119 Epoch 12 Batch 141/269 - Train Accuracy: 0.805, Validation Accuracy: 0.799, Loss: 0.120 Epoch 12 Batch 142/269 - Train Accuracy: 0.820, Validation Accuracy: 0.795, Loss: 0.115 Epoch 12 Batch 143/269 - Train Accuracy: 0.823, Validation Accuracy: 0.799, Loss: 0.113 Epoch 12 Batch 144/269 - Train Accuracy: 0.811, Validation Accuracy: 0.805, Loss: 0.108 Epoch 12 Batch 145/269 - Train Accuracy: 0.802, Validation Accuracy: 0.797, Loss: 0.116 Epoch 12 Batch 146/269 - Train Accuracy: 0.823, Validation Accuracy: 0.794, Loss: 0.110 Epoch 12 Batch 147/269 - Train Accuracy: 0.815, Validation Accuracy: 0.791, Loss: 0.114 Epoch 12 Batch 148/269 - Train Accuracy: 0.810, Validation Accuracy: 0.795, Loss: 0.119 Epoch 12 Batch 149/269 - Train Accuracy: 0.801, Validation Accuracy: 0.803, Loss: 0.123 Epoch 12 Batch 150/269 - Train Accuracy: 0.810, Validation Accuracy: 0.806, Loss: 0.121 Epoch 12 Batch 151/269 - Train Accuracy: 0.834, Validation Accuracy: 0.811, Loss: 0.115 Epoch 12 Batch 152/269 - Train Accuracy: 0.814, Validation Accuracy: 0.811, Loss: 0.114 Epoch 12 Batch 153/269 - Train Accuracy: 0.814, Validation Accuracy: 0.808, Loss: 0.113 Epoch 12 Batch 154/269 - Train Accuracy: 0.819, Validation Accuracy: 0.810, Loss: 0.117 Epoch 12 Batch 155/269 - Train Accuracy: 0.812, Validation Accuracy: 0.811, Loss: 0.111 Epoch 12 Batch 156/269 - Train Accuracy: 0.798, Validation Accuracy: 0.808, Loss: 0.123 Epoch 12 Batch 157/269 - Train Accuracy: 0.809, Validation Accuracy: 0.807, Loss: 0.114 Epoch 12 Batch 158/269 - Train Accuracy: 0.792, Validation Accuracy: 0.804, Loss: 0.117 Epoch 12 Batch 159/269 - Train Accuracy: 0.799, Validation Accuracy: 0.808, Loss: 0.116 Epoch 12 Batch 160/269 - Train Accuracy: 0.806, Validation Accuracy: 0.804, Loss: 0.108 Epoch 12 Batch 161/269 - Train Accuracy: 0.809, Validation Accuracy: 0.798, Loss: 0.111 Epoch 12 Batch 162/269 - Train Accuracy: 0.810, Validation Accuracy: 0.811, Loss: 0.119 Epoch 12 Batch 163/269 - Train Accuracy: 0.831, Validation Accuracy: 0.824, Loss: 0.116 Epoch 12 Batch 164/269 - Train Accuracy: 0.812, Validation Accuracy: 0.824, Loss: 0.113 Epoch 12 Batch 165/269 - Train Accuracy: 0.800, Validation Accuracy: 0.824, Loss: 0.120 Epoch 12 Batch 166/269 - Train Accuracy: 0.810, Validation Accuracy: 0.815, Loss: 0.111 Epoch 12 Batch 167/269 - Train Accuracy: 0.812, Validation Accuracy: 0.801, Loss: 0.111 Epoch 12 Batch 168/269 - Train Accuracy: 0.809, Validation Accuracy: 0.801, Loss: 0.117 Epoch 12 Batch 169/269 - Train Accuracy: 0.792, Validation Accuracy: 0.807, Loss: 0.116 Epoch 12 Batch 170/269 - Train Accuracy: 0.811, Validation Accuracy: 0.816, Loss: 0.111 Epoch 12 Batch 171/269 - Train Accuracy: 0.795, Validation Accuracy: 0.812, Loss: 0.122 Epoch 12 Batch 172/269 - Train Accuracy: 0.800, Validation Accuracy: 0.811, Loss: 0.118 Epoch 12 Batch 173/269 - Train Accuracy: 0.803, Validation Accuracy: 0.818, Loss: 0.109 Epoch 12 Batch 174/269 - Train Accuracy: 0.813, Validation Accuracy: 0.815, Loss: 0.115 Epoch 12 Batch 175/269 - Train Accuracy: 0.799, Validation Accuracy: 0.812, Loss: 0.122 Epoch 12 Batch 176/269 - Train Accuracy: 0.795, Validation Accuracy: 0.813, Loss: 0.122 Epoch 12 Batch 177/269 - Train Accuracy: 0.813, Validation Accuracy: 0.812, Loss: 0.105 Epoch 12 Batch 178/269 - Train Accuracy: 0.808, Validation Accuracy: 0.812, Loss: 0.110 Epoch 12 Batch 179/269 - Train Accuracy: 0.811, Validation Accuracy: 0.813, Loss: 0.113 Epoch 12 Batch 180/269 - Train Accuracy: 0.810, Validation Accuracy: 0.818, Loss: 0.114 Epoch 12 Batch 181/269 - Train Accuracy: 0.801, Validation Accuracy: 0.821, Loss: 0.117 Epoch 12 Batch 182/269 - Train Accuracy: 0.822, Validation Accuracy: 0.821, Loss: 0.118 Epoch 12 Batch 183/269 - Train Accuracy: 0.833, Validation Accuracy: 0.814, Loss: 0.100 Epoch 12 Batch 184/269 - Train Accuracy: 0.802, Validation Accuracy: 0.810, Loss: 0.122 Epoch 12 Batch 185/269 - Train Accuracy: 0.822, Validation Accuracy: 0.809, Loss: 0.113 Epoch 12 Batch 186/269 - Train Accuracy: 0.820, Validation Accuracy: 0.812, Loss: 0.112 Epoch 12 Batch 187/269 - Train Accuracy: 0.814, Validation Accuracy: 0.816, Loss: 0.116 Epoch 12 Batch 188/269 - Train Accuracy: 0.822, Validation Accuracy: 0.821, Loss: 0.112 Epoch 12 Batch 189/269 - Train Accuracy: 0.805, Validation Accuracy: 0.816, Loss: 0.111 Epoch 12 Batch 190/269 - Train Accuracy: 0.812, Validation Accuracy: 0.815, Loss: 0.114 Epoch 12 Batch 191/269 - Train Accuracy: 0.818, Validation Accuracy: 0.815, Loss: 0.112 Epoch 12 Batch 192/269 - Train Accuracy: 0.811, Validation Accuracy: 0.809, Loss: 0.106 Epoch 12 Batch 193/269 - Train Accuracy: 0.812, Validation Accuracy: 0.817, Loss: 0.112 Epoch 12 Batch 194/269 - Train Accuracy: 0.825, Validation Accuracy: 0.822, Loss: 0.115 Epoch 12 Batch 195/269 - Train Accuracy: 0.807, Validation Accuracy: 0.824, Loss: 0.113 Epoch 12 Batch 196/269 - Train Accuracy: 0.792, Validation Accuracy: 0.824, Loss: 0.119 Epoch 12 Batch 197/269 - Train Accuracy: 0.782, Validation Accuracy: 0.810, Loss: 0.119 Epoch 12 Batch 198/269 - Train Accuracy: 0.786, Validation Accuracy: 0.805, Loss: 0.116 Epoch 12 Batch 199/269 - Train Accuracy: 0.797, Validation Accuracy: 0.795, Loss: 0.114 Epoch 12 Batch 200/269 - Train Accuracy: 0.813, Validation Accuracy: 0.806, Loss: 0.115 Epoch 12 Batch 201/269 - Train Accuracy: 0.794, Validation Accuracy: 0.805, Loss: 0.111 Epoch 12 Batch 202/269 - Train Accuracy: 0.806, Validation Accuracy: 0.811, Loss: 0.114 Epoch 12 Batch 203/269 - Train Accuracy: 0.811, Validation Accuracy: 0.818, Loss: 0.121 Epoch 12 Batch 204/269 - Train Accuracy: 0.808, Validation Accuracy: 0.820, Loss: 0.119 Epoch 12 Batch 205/269 - Train Accuracy: 0.789, Validation Accuracy: 0.811, Loss: 0.108 Epoch 12 Batch 206/269 - Train Accuracy: 0.809, Validation Accuracy: 0.810, Loss: 0.118 Epoch 12 Batch 207/269 - Train Accuracy: 0.807, Validation Accuracy: 0.811, Loss: 0.110 Epoch 12 Batch 208/269 - Train Accuracy: 0.814, Validation Accuracy: 0.813, Loss: 0.114 Epoch 12 Batch 209/269 - Train Accuracy: 0.821, Validation Accuracy: 0.808, Loss: 0.108 Epoch 12 Batch 210/269 - Train Accuracy: 0.816, Validation Accuracy: 0.810, Loss: 0.109 Epoch 12 Batch 211/269 - Train Accuracy: 0.799, Validation Accuracy: 0.809, Loss: 0.120 Epoch 12 Batch 212/269 - Train Accuracy: 0.802, Validation Accuracy: 0.807, Loss: 0.116 Epoch 12 Batch 213/269 - Train Accuracy: 0.788, Validation Accuracy: 0.804, Loss: 0.117 Epoch 12 Batch 214/269 - Train Accuracy: 0.821, Validation Accuracy: 0.806, Loss: 0.112 Epoch 12 Batch 215/269 - Train Accuracy: 0.818, Validation Accuracy: 0.811, Loss: 0.108 Epoch 12 Batch 216/269 - Train Accuracy: 0.802, Validation Accuracy: 0.810, Loss: 0.124 Epoch 12 Batch 217/269 - Train Accuracy: 0.784, Validation Accuracy: 0.812, Loss: 0.117 Epoch 12 Batch 218/269 - Train Accuracy: 0.811, Validation Accuracy: 0.816, Loss: 0.111 Epoch 12 Batch 219/269 - Train Accuracy: 0.822, Validation Accuracy: 0.814, Loss: 0.114 Epoch 12 Batch 220/269 - Train Accuracy: 0.804, Validation Accuracy: 0.811, Loss: 0.106 Epoch 12 Batch 221/269 - Train Accuracy: 0.810, Validation Accuracy: 0.803, Loss: 0.112 Epoch 12 Batch 222/269 - Train Accuracy: 0.817, Validation Accuracy: 0.803, Loss: 0.110 Epoch 12 Batch 223/269 - Train Accuracy: 0.810, Validation Accuracy: 0.806, Loss: 0.110 Epoch 12 Batch 224/269 - Train Accuracy: 0.809, Validation Accuracy: 0.810, Loss: 0.118 Epoch 12 Batch 225/269 - Train Accuracy: 0.814, Validation Accuracy: 0.809, Loss: 0.114 Epoch 12 Batch 226/269 - Train Accuracy: 0.792, Validation Accuracy: 0.807, Loss: 0.116 Epoch 12 Batch 227/269 - Train Accuracy: 0.829, Validation Accuracy: 0.806, Loss: 0.102 Epoch 12 Batch 228/269 - Train Accuracy: 0.799, Validation Accuracy: 0.798, Loss: 0.113 Epoch 12 Batch 229/269 - Train Accuracy: 0.806, Validation Accuracy: 0.801, Loss: 0.109 Epoch 12 Batch 230/269 - Train Accuracy: 0.782, Validation Accuracy: 0.805, Loss: 0.115 Epoch 12 Batch 231/269 - Train Accuracy: 0.786, Validation Accuracy: 0.808, Loss: 0.121 Epoch 12 Batch 232/269 - Train Accuracy: 0.779, Validation Accuracy: 0.822, Loss: 0.122 Epoch 12 Batch 233/269 - Train Accuracy: 0.819, Validation Accuracy: 0.825, Loss: 0.115 Epoch 12 Batch 234/269 - Train Accuracy: 0.813, Validation Accuracy: 0.829, Loss: 0.114 Epoch 12 Batch 235/269 - Train Accuracy: 0.842, Validation Accuracy: 0.818, Loss: 0.102 Epoch 12 Batch 236/269 - Train Accuracy: 0.799, Validation Accuracy: 0.809, Loss: 0.109 Epoch 12 Batch 237/269 - Train Accuracy: 0.810, Validation Accuracy: 0.802, Loss: 0.112 Epoch 12 Batch 238/269 - Train Accuracy: 0.800, Validation Accuracy: 0.800, Loss: 0.106 Epoch 12 Batch 239/269 - Train Accuracy: 0.813, Validation Accuracy: 0.806, Loss: 0.108 Epoch 12 Batch 240/269 - Train Accuracy: 0.826, Validation Accuracy: 0.807, Loss: 0.100 Epoch 12 Batch 241/269 - Train Accuracy: 0.805, Validation Accuracy: 0.802, Loss: 0.110 Epoch 12 Batch 242/269 - Train Accuracy: 0.808, Validation Accuracy: 0.807, Loss: 0.110 Epoch 12 Batch 243/269 - Train Accuracy: 0.821, Validation Accuracy: 0.817, Loss: 0.105 Epoch 12 Batch 244/269 - Train Accuracy: 0.795, Validation Accuracy: 0.818, Loss: 0.119 Epoch 12 Batch 245/269 - Train Accuracy: 0.801, Validation Accuracy: 0.823, Loss: 0.117 Epoch 12 Batch 246/269 - Train Accuracy: 0.796, Validation Accuracy: 0.822, Loss: 0.112 Epoch 12 Batch 247/269 - Train Accuracy: 0.808, Validation Accuracy: 0.813, Loss: 0.112 Epoch 12 Batch 248/269 - Train Accuracy: 0.812, Validation Accuracy: 0.813, Loss: 0.109 Epoch 12 Batch 249/269 - Train Accuracy: 0.823, Validation Accuracy: 0.816, Loss: 0.103 Epoch 12 Batch 250/269 - Train Accuracy: 0.800, Validation Accuracy: 0.814, Loss: 0.112 Epoch 12 Batch 251/269 - Train Accuracy: 0.825, Validation Accuracy: 0.811, Loss: 0.106 Epoch 12 Batch 252/269 - Train Accuracy: 0.809, Validation Accuracy: 0.816, Loss: 0.113 Epoch 12 Batch 253/269 - Train Accuracy: 0.799, Validation Accuracy: 0.816, Loss: 0.116 Epoch 12 Batch 254/269 - Train Accuracy: 0.805, Validation Accuracy: 0.817, Loss: 0.115 Epoch 12 Batch 255/269 - Train Accuracy: 0.837, Validation Accuracy: 0.809, Loss: 0.100 Epoch 12 Batch 256/269 - Train Accuracy: 0.790, Validation Accuracy: 0.809, Loss: 0.122 Epoch 12 Batch 257/269 - Train Accuracy: 0.786, Validation Accuracy: 0.805, Loss: 0.119 Epoch 12 Batch 258/269 - Train Accuracy: 0.807, Validation Accuracy: 0.808, Loss: 0.116 Epoch 12 Batch 259/269 - Train Accuracy: 0.824, Validation Accuracy: 0.804, Loss: 0.107 Epoch 12 Batch 260/269 - Train Accuracy: 0.805, Validation Accuracy: 0.810, Loss: 0.128 Epoch 12 Batch 261/269 - Train Accuracy: 0.800, Validation Accuracy: 0.815, Loss: 0.120 Epoch 12 Batch 262/269 - Train Accuracy: 0.812, Validation Accuracy: 0.818, Loss: 0.116 Epoch 12 Batch 263/269 - Train Accuracy: 0.808, Validation Accuracy: 0.816, Loss: 0.115 Epoch 12 Batch 264/269 - Train Accuracy: 0.812, Validation Accuracy: 0.819, Loss: 0.118 Epoch 12 Batch 265/269 - Train Accuracy: 0.790, Validation Accuracy: 0.812, Loss: 0.126 Epoch 12 Batch 266/269 - Train Accuracy: 0.821, Validation Accuracy: 0.803, Loss: 0.107 Epoch 12 Batch 267/269 - Train Accuracy: 0.817, Validation Accuracy: 0.800, Loss: 0.122 Epoch 13 Batch 0/269 - Train Accuracy: 0.806, Validation Accuracy: 0.805, Loss: 0.116 Epoch 13 Batch 1/269 - Train Accuracy: 0.812, Validation Accuracy: 0.804, Loss: 0.112 Epoch 13 Batch 2/269 - Train Accuracy: 0.787, Validation Accuracy: 0.789, Loss: 0.112 Epoch 13 Batch 3/269 - Train Accuracy: 0.805, Validation Accuracy: 0.787, Loss: 0.112 Epoch 13 Batch 4/269 - Train Accuracy: 0.776, Validation Accuracy: 0.783, Loss: 0.122 Epoch 13 Batch 5/269 - Train Accuracy: 0.780, Validation Accuracy: 0.788, Loss: 0.119 Epoch 13 Batch 6/269 - Train Accuracy: 0.806, Validation Accuracy: 0.798, Loss: 0.112 Epoch 13 Batch 7/269 - Train Accuracy: 0.811, Validation Accuracy: 0.805, Loss: 0.111 Epoch 13 Batch 8/269 - Train Accuracy: 0.811, Validation Accuracy: 0.817, Loss: 0.121 Epoch 13 Batch 9/269 - Train Accuracy: 0.799, Validation Accuracy: 0.826, Loss: 0.119 Epoch 13 Batch 10/269 - Train Accuracy: 0.808, Validation Accuracy: 0.821, Loss: 0.117 Epoch 13 Batch 11/269 - Train Accuracy: 0.797, Validation Accuracy: 0.810, Loss: 0.119 Epoch 13 Batch 12/269 - Train Accuracy: 0.802, Validation Accuracy: 0.802, Loss: 0.119 Epoch 13 Batch 13/269 - Train Accuracy: 0.817, Validation Accuracy: 0.802, Loss: 0.103 Epoch 13 Batch 14/269 - Train Accuracy: 0.779, Validation Accuracy: 0.801, Loss: 0.116 Epoch 13 Batch 15/269 - Train Accuracy: 0.803, Validation Accuracy: 0.806, Loss: 0.115 Epoch 13 Batch 16/269 - Train Accuracy: 0.806, Validation Accuracy: 0.810, Loss: 0.113 Epoch 13 Batch 17/269 - Train Accuracy: 0.803, Validation Accuracy: 0.813, Loss: 0.109 Epoch 13 Batch 18/269 - Train Accuracy: 0.814, Validation Accuracy: 0.813, Loss: 0.115 Epoch 13 Batch 19/269 - Train Accuracy: 0.828, Validation Accuracy: 0.821, Loss: 0.101 Epoch 13 Batch 20/269 - Train Accuracy: 0.813, Validation Accuracy: 0.821, Loss: 0.114 Epoch 13 Batch 21/269 - Train Accuracy: 0.799, Validation Accuracy: 0.820, Loss: 0.120 Epoch 13 Batch 22/269 - Train Accuracy: 0.804, Validation Accuracy: 0.821, Loss: 0.109 Epoch 13 Batch 23/269 - Train Accuracy: 0.809, Validation Accuracy: 0.818, Loss: 0.110 Epoch 13 Batch 24/269 - Train Accuracy: 0.810, Validation Accuracy: 0.812, Loss: 0.118 Epoch 13 Batch 25/269 - Train Accuracy: 0.785, Validation Accuracy: 0.802, Loss: 0.117 Epoch 13 Batch 26/269 - Train Accuracy: 0.803, Validation Accuracy: 0.799, Loss: 0.105 Epoch 13 Batch 27/269 - Train Accuracy: 0.800, Validation Accuracy: 0.795, Loss: 0.108 Epoch 13 Batch 28/269 - Train Accuracy: 0.779, Validation Accuracy: 0.798, Loss: 0.124 Epoch 13 Batch 29/269 - Train Accuracy: 0.799, Validation Accuracy: 0.808, Loss: 0.117 Epoch 13 Batch 30/269 - Train Accuracy: 0.802, Validation Accuracy: 0.815, Loss: 0.115 Epoch 13 Batch 31/269 - Train Accuracy: 0.823, Validation Accuracy: 0.817, Loss: 0.102 Epoch 13 Batch 32/269 - Train Accuracy: 0.824, Validation Accuracy: 0.824, Loss: 0.100 Epoch 13 Batch 33/269 - Train Accuracy: 0.814, Validation Accuracy: 0.815, Loss: 0.106 Epoch 13 Batch 34/269 - Train Accuracy: 0.801, Validation Accuracy: 0.810, Loss: 0.111 Epoch 13 Batch 35/269 - Train Accuracy: 0.814, Validation Accuracy: 0.809, Loss: 0.123 Epoch 13 Batch 36/269 - Train Accuracy: 0.818, Validation Accuracy: 0.816, Loss: 0.109 Epoch 13 Batch 37/269 - Train Accuracy: 0.813, Validation Accuracy: 0.819, Loss: 0.107 Epoch 13 Batch 38/269 - Train Accuracy: 0.815, Validation Accuracy: 0.819, Loss: 0.105 Epoch 13 Batch 39/269 - Train Accuracy: 0.823, Validation Accuracy: 0.818, Loss: 0.111 Epoch 13 Batch 40/269 - Train Accuracy: 0.797, Validation Accuracy: 0.818, Loss: 0.114 Epoch 13 Batch 41/269 - Train Accuracy: 0.797, Validation Accuracy: 0.812, Loss: 0.108 Epoch 13 Batch 42/269 - Train Accuracy: 0.811, Validation Accuracy: 0.814, Loss: 0.099 Epoch 13 Batch 43/269 - Train Accuracy: 0.819, Validation Accuracy: 0.814, Loss: 0.111 Epoch 13 Batch 44/269 - Train Accuracy: 0.824, Validation Accuracy: 0.813, Loss: 0.108 Epoch 13 Batch 45/269 - Train Accuracy: 0.804, Validation Accuracy: 0.824, Loss: 0.114 Epoch 13 Batch 46/269 - Train Accuracy: 0.808, Validation Accuracy: 0.827, Loss: 0.112 Epoch 13 Batch 47/269 - Train Accuracy: 0.837, Validation Accuracy: 0.824, Loss: 0.100 Epoch 13 Batch 48/269 - Train Accuracy: 0.834, Validation Accuracy: 0.825, Loss: 0.100 Epoch 13 Batch 49/269 - Train Accuracy: 0.806, Validation Accuracy: 0.818, Loss: 0.110 Epoch 13 Batch 50/269 - Train Accuracy: 0.797, Validation Accuracy: 0.819, Loss: 0.118 Epoch 13 Batch 51/269 - Train Accuracy: 0.807, Validation Accuracy: 0.811, Loss: 0.111 Epoch 13 Batch 52/269 - Train Accuracy: 0.801, Validation Accuracy: 0.817, Loss: 0.104 Epoch 13 Batch 53/269 - Train Accuracy: 0.817, Validation Accuracy: 0.822, Loss: 0.107 Epoch 13 Batch 54/269 - Train Accuracy: 0.823, Validation Accuracy: 0.815, Loss: 0.103 Epoch 13 Batch 55/269 - Train Accuracy: 0.806, Validation Accuracy: 0.812, Loss: 0.112 Epoch 13 Batch 56/269 - Train Accuracy: 0.815, Validation Accuracy: 0.812, Loss: 0.103 Epoch 13 Batch 57/269 - Train Accuracy: 0.810, Validation Accuracy: 0.815, Loss: 0.108 Epoch 13 Batch 58/269 - Train Accuracy: 0.812, Validation Accuracy: 0.813, Loss: 0.100 Epoch 13 Batch 59/269 - Train Accuracy: 0.832, Validation Accuracy: 0.803, Loss: 0.096 Epoch 13 Batch 60/269 - Train Accuracy: 0.810, Validation Accuracy: 0.794, Loss: 0.108 Epoch 13 Batch 61/269 - Train Accuracy: 0.825, Validation Accuracy: 0.801, Loss: 0.098 Epoch 13 Batch 62/269 - Train Accuracy: 0.820, Validation Accuracy: 0.809, Loss: 0.103 Epoch 13 Batch 63/269 - Train Accuracy: 0.821, Validation Accuracy: 0.805, Loss: 0.109 Epoch 13 Batch 64/269 - Train Accuracy: 0.798, Validation Accuracy: 0.812, Loss: 0.104 Epoch 13 Batch 65/269 - Train Accuracy: 0.811, Validation Accuracy: 0.813, Loss: 0.103 Epoch 13 Batch 66/269 - Train Accuracy: 0.810, Validation Accuracy: 0.818, Loss: 0.110 Epoch 13 Batch 67/269 - Train Accuracy: 0.797, Validation Accuracy: 0.804, Loss: 0.109 Epoch 13 Batch 68/269 - Train Accuracy: 0.790, Validation Accuracy: 0.803, Loss: 0.110 Epoch 13 Batch 69/269 - Train Accuracy: 0.781, Validation Accuracy: 0.800, Loss: 0.120 Epoch 13 Batch 70/269 - Train Accuracy: 0.839, Validation Accuracy: 0.800, Loss: 0.102 Epoch 13 Batch 71/269 - Train Accuracy: 0.812, Validation Accuracy: 0.816, Loss: 0.116 Epoch 13 Batch 72/269 - Train Accuracy: 0.815, Validation Accuracy: 0.817, Loss: 0.107 Epoch 13 Batch 73/269 - Train Accuracy: 0.819, Validation Accuracy: 0.822, Loss: 0.104 Epoch 13 Batch 74/269 - Train Accuracy: 0.829, Validation Accuracy: 0.813, Loss: 0.099 Epoch 13 Batch 75/269 - Train Accuracy: 0.805, Validation Accuracy: 0.807, Loss: 0.108 Epoch 13 Batch 76/269 - Train Accuracy: 0.787, Validation Accuracy: 0.797, Loss: 0.110 Epoch 13 Batch 77/269 - Train Accuracy: 0.802, Validation Accuracy: 0.800, Loss: 0.107 Epoch 13 Batch 78/269 - Train Accuracy: 0.811, Validation Accuracy: 0.810, Loss: 0.106 Epoch 13 Batch 79/269 - Train Accuracy: 0.812, Validation Accuracy: 0.821, Loss: 0.106 Epoch 13 Batch 80/269 - Train Accuracy: 0.815, Validation Accuracy: 0.821, Loss: 0.103 Epoch 13 Batch 81/269 - Train Accuracy: 0.811, Validation Accuracy: 0.820, Loss: 0.108 Epoch 13 Batch 82/269 - Train Accuracy: 0.826, Validation Accuracy: 0.818, Loss: 0.095 Epoch 13 Batch 83/269 - Train Accuracy: 0.794, Validation Accuracy: 0.806, Loss: 0.118 Epoch 13 Batch 84/269 - Train Accuracy: 0.809, Validation Accuracy: 0.803, Loss: 0.101 Epoch 13 Batch 85/269 - Train Accuracy: 0.828, Validation Accuracy: 0.799, Loss: 0.107 Epoch 13 Batch 86/269 - Train Accuracy: 0.807, Validation Accuracy: 0.801, Loss: 0.099 Epoch 13 Batch 87/269 - Train Accuracy: 0.810, Validation Accuracy: 0.813, Loss: 0.109 Epoch 13 Batch 88/269 - Train Accuracy: 0.818, Validation Accuracy: 0.817, Loss: 0.100 Epoch 13 Batch 89/269 - Train Accuracy: 0.824, Validation Accuracy: 0.819, Loss: 0.105 Epoch 13 Batch 90/269 - Train Accuracy: 0.803, Validation Accuracy: 0.816, Loss: 0.111 Epoch 13 Batch 91/269 - Train Accuracy: 0.811, Validation Accuracy: 0.813, Loss: 0.098 Epoch 13 Batch 92/269 - Train Accuracy: 0.820, Validation Accuracy: 0.802, Loss: 0.100 Epoch 13 Batch 93/269 - Train Accuracy: 0.812, Validation Accuracy: 0.797, Loss: 0.096 Epoch 13 Batch 94/269 - Train Accuracy: 0.795, Validation Accuracy: 0.798, Loss: 0.110 Epoch 13 Batch 95/269 - Train Accuracy: 0.810, Validation Accuracy: 0.794, Loss: 0.100 Epoch 13 Batch 96/269 - Train Accuracy: 0.805, Validation Accuracy: 0.801, Loss: 0.106 Epoch 13 Batch 97/269 - Train Accuracy: 0.802, Validation Accuracy: 0.810, Loss: 0.104 Epoch 13 Batch 98/269 - Train Accuracy: 0.806, Validation Accuracy: 0.816, Loss: 0.105 Epoch 13 Batch 99/269 - Train Accuracy: 0.809, Validation Accuracy: 0.816, Loss: 0.104 Epoch 13 Batch 100/269 - Train Accuracy: 0.843, Validation Accuracy: 0.817, Loss: 0.098 Epoch 13 Batch 101/269 - Train Accuracy: 0.786, Validation Accuracy: 0.807, Loss: 0.111 Epoch 13 Batch 102/269 - Train Accuracy: 0.798, Validation Accuracy: 0.804, Loss: 0.103 Epoch 13 Batch 103/269 - Train Accuracy: 0.801, Validation Accuracy: 0.794, Loss: 0.101 Epoch 13 Batch 104/269 - Train Accuracy: 0.809, Validation Accuracy: 0.793, Loss: 0.100 Epoch 13 Batch 105/269 - Train Accuracy: 0.797, Validation Accuracy: 0.792, Loss: 0.105 Epoch 13 Batch 106/269 - Train Accuracy: 0.816, Validation Accuracy: 0.810, Loss: 0.099 Epoch 13 Batch 107/269 - Train Accuracy: 0.802, Validation Accuracy: 0.814, Loss: 0.101 Epoch 13 Batch 108/269 - Train Accuracy: 0.807, Validation Accuracy: 0.824, Loss: 0.105 Epoch 13 Batch 109/269 - Train Accuracy: 0.787, Validation Accuracy: 0.824, Loss: 0.113 Epoch 13 Batch 110/269 - Train Accuracy: 0.801, Validation Accuracy: 0.817, Loss: 0.098 Epoch 13 Batch 111/269 - Train Accuracy: 0.804, Validation Accuracy: 0.807, Loss: 0.107 Epoch 13 Batch 112/269 - Train Accuracy: 0.801, Validation Accuracy: 0.799, Loss: 0.105 Epoch 13 Batch 113/269 - Train Accuracy: 0.809, Validation Accuracy: 0.796, Loss: 0.102 Epoch 13 Batch 114/269 - Train Accuracy: 0.805, Validation Accuracy: 0.814, Loss: 0.106 Epoch 13 Batch 115/269 - Train Accuracy: 0.801, Validation Accuracy: 0.823, Loss: 0.106 Epoch 13 Batch 116/269 - Train Accuracy: 0.825, Validation Accuracy: 0.825, Loss: 0.100 Epoch 13 Batch 117/269 - Train Accuracy: 0.804, Validation Accuracy: 0.826, Loss: 0.103 Epoch 13 Batch 118/269 - Train Accuracy: 0.825, Validation Accuracy: 0.825, Loss: 0.096 Epoch 13 Batch 119/269 - Train Accuracy: 0.820, Validation Accuracy: 0.823, Loss: 0.099 Epoch 13 Batch 120/269 - Train Accuracy: 0.803, Validation Accuracy: 0.819, Loss: 0.110 Epoch 13 Batch 121/269 - Train Accuracy: 0.801, Validation Accuracy: 0.817, Loss: 0.097 Epoch 13 Batch 122/269 - Train Accuracy: 0.820, Validation Accuracy: 0.817, Loss: 0.097 Epoch 13 Batch 123/269 - Train Accuracy: 0.807, Validation Accuracy: 0.808, Loss: 0.104 Epoch 13 Batch 124/269 - Train Accuracy: 0.803, Validation Accuracy: 0.805, Loss: 0.099 Epoch 13 Batch 125/269 - Train Accuracy: 0.809, Validation Accuracy: 0.805, Loss: 0.101 Epoch 13 Batch 126/269 - Train Accuracy: 0.816, Validation Accuracy: 0.807, Loss: 0.102 Epoch 13 Batch 127/269 - Train Accuracy: 0.812, Validation Accuracy: 0.811, Loss: 0.103 Epoch 13 Batch 128/269 - Train Accuracy: 0.814, Validation Accuracy: 0.810, Loss: 0.101 Epoch 13 Batch 129/269 - Train Accuracy: 0.815, Validation Accuracy: 0.810, Loss: 0.099 Epoch 13 Batch 130/269 - Train Accuracy: 0.806, Validation Accuracy: 0.813, Loss: 0.103 Epoch 13 Batch 131/269 - Train Accuracy: 0.790, Validation Accuracy: 0.814, Loss: 0.104 Epoch 13 Batch 132/269 - Train Accuracy: 0.799, Validation Accuracy: 0.815, Loss: 0.104 Epoch 13 Batch 133/269 - Train Accuracy: 0.816, Validation Accuracy: 0.820, Loss: 0.097 Epoch 13 Batch 134/269 - Train Accuracy: 0.803, Validation Accuracy: 0.823, Loss: 0.102 Epoch 13 Batch 135/269 - Train Accuracy: 0.802, Validation Accuracy: 0.822, Loss: 0.102 Epoch 13 Batch 136/269 - Train Accuracy: 0.804, Validation Accuracy: 0.812, Loss: 0.105 Epoch 13 Batch 137/269 - Train Accuracy: 0.810, Validation Accuracy: 0.806, Loss: 0.103 Epoch 13 Batch 138/269 - Train Accuracy: 0.805, Validation Accuracy: 0.799, Loss: 0.104 Epoch 13 Batch 139/269 - Train Accuracy: 0.828, Validation Accuracy: 0.804, Loss: 0.096 Epoch 13 Batch 140/269 - Train Accuracy: 0.833, Validation Accuracy: 0.809, Loss: 0.099 Epoch 13 Batch 141/269 - Train Accuracy: 0.813, Validation Accuracy: 0.807, Loss: 0.100 Epoch 13 Batch 142/269 - Train Accuracy: 0.830, Validation Accuracy: 0.801, Loss: 0.094 Epoch 13 Batch 143/269 - Train Accuracy: 0.827, Validation Accuracy: 0.809, Loss: 0.092 Epoch 13 Batch 144/269 - Train Accuracy: 0.823, Validation Accuracy: 0.809, Loss: 0.091 Epoch 13 Batch 145/269 - Train Accuracy: 0.818, Validation Accuracy: 0.816, Loss: 0.096 Epoch 13 Batch 146/269 - Train Accuracy: 0.828, Validation Accuracy: 0.812, Loss: 0.089 Epoch 13 Batch 147/269 - Train Accuracy: 0.833, Validation Accuracy: 0.806, Loss: 0.094 Epoch 13 Batch 148/269 - Train Accuracy: 0.811, Validation Accuracy: 0.810, Loss: 0.100 Epoch 13 Batch 149/269 - Train Accuracy: 0.812, Validation Accuracy: 0.800, Loss: 0.101 Epoch 13 Batch 150/269 - Train Accuracy: 0.823, Validation Accuracy: 0.804, Loss: 0.097 Epoch 13 Batch 151/269 - Train Accuracy: 0.839, Validation Accuracy: 0.817, Loss: 0.092 Epoch 13 Batch 152/269 - Train Accuracy: 0.828, Validation Accuracy: 0.818, Loss: 0.094 Epoch 13 Batch 153/269 - Train Accuracy: 0.825, Validation Accuracy: 0.820, Loss: 0.096 Epoch 13 Batch 154/269 - Train Accuracy: 0.826, Validation Accuracy: 0.823, Loss: 0.096 Epoch 13 Batch 155/269 - Train Accuracy: 0.820, Validation Accuracy: 0.818, Loss: 0.092 Epoch 13 Batch 156/269 - Train Accuracy: 0.796, Validation Accuracy: 0.822, Loss: 0.104 Epoch 13 Batch 157/269 - Train Accuracy: 0.811, Validation Accuracy: 0.814, Loss: 0.090 Epoch 13 Batch 158/269 - Train Accuracy: 0.795, Validation Accuracy: 0.816, Loss: 0.102 Epoch 13 Batch 159/269 - Train Accuracy: 0.811, Validation Accuracy: 0.821, Loss: 0.091 Epoch 13 Batch 160/269 - Train Accuracy: 0.827, Validation Accuracy: 0.826, Loss: 0.090 Epoch 13 Batch 161/269 - Train Accuracy: 0.830, Validation Accuracy: 0.829, Loss: 0.093 Epoch 13 Batch 162/269 - Train Accuracy: 0.828, Validation Accuracy: 0.830, Loss: 0.097 Epoch 13 Batch 163/269 - Train Accuracy: 0.834, Validation Accuracy: 0.832, Loss: 0.091 Epoch 13 Batch 164/269 - Train Accuracy: 0.836, Validation Accuracy: 0.825, Loss: 0.096 Epoch 13 Batch 165/269 - Train Accuracy: 0.813, Validation Accuracy: 0.820, Loss: 0.097 Epoch 13 Batch 166/269 - Train Accuracy: 0.820, Validation Accuracy: 0.813, Loss: 0.089 Epoch 13 Batch 167/269 - Train Accuracy: 0.818, Validation Accuracy: 0.807, Loss: 0.093 Epoch 13 Batch 168/269 - Train Accuracy: 0.816, Validation Accuracy: 0.816, Loss: 0.098 Epoch 13 Batch 169/269 - Train Accuracy: 0.817, Validation Accuracy: 0.823, Loss: 0.094 Epoch 13 Batch 170/269 - Train Accuracy: 0.830, Validation Accuracy: 0.825, Loss: 0.092 Epoch 13 Batch 171/269 - Train Accuracy: 0.800, Validation Accuracy: 0.833, Loss: 0.102 Epoch 13 Batch 172/269 - Train Accuracy: 0.805, Validation Accuracy: 0.818, Loss: 0.102 Epoch 13 Batch 173/269 - Train Accuracy: 0.816, Validation Accuracy: 0.814, Loss: 0.092 Epoch 13 Batch 174/269 - Train Accuracy: 0.814, Validation Accuracy: 0.814, Loss: 0.095 Epoch 13 Batch 175/269 - Train Accuracy: 0.809, Validation Accuracy: 0.818, Loss: 0.101 Epoch 13 Batch 176/269 - Train Accuracy: 0.801, Validation Accuracy: 0.831, Loss: 0.101 Epoch 13 Batch 177/269 - Train Accuracy: 0.821, Validation Accuracy: 0.834, Loss: 0.089 Epoch 13 Batch 178/269 - Train Accuracy: 0.826, Validation Accuracy: 0.833, Loss: 0.087 Epoch 13 Batch 179/269 - Train Accuracy: 0.817, Validation Accuracy: 0.829, Loss: 0.097 Epoch 13 Batch 180/269 - Train Accuracy: 0.832, Validation Accuracy: 0.833, Loss: 0.093 Epoch 13 Batch 181/269 - Train Accuracy: 0.818, Validation Accuracy: 0.830, Loss: 0.099 Epoch 13 Batch 182/269 - Train Accuracy: 0.834, Validation Accuracy: 0.827, Loss: 0.093 Epoch 13 Batch 183/269 - Train Accuracy: 0.843, Validation Accuracy: 0.822, Loss: 0.082 Epoch 13 Batch 184/269 - Train Accuracy: 0.817, Validation Accuracy: 0.815, Loss: 0.102 Epoch 13 Batch 185/269 - Train Accuracy: 0.832, Validation Accuracy: 0.819, Loss: 0.094 Epoch 13 Batch 186/269 - Train Accuracy: 0.827, Validation Accuracy: 0.821, Loss: 0.097 Epoch 13 Batch 187/269 - Train Accuracy: 0.822, Validation Accuracy: 0.820, Loss: 0.091 Epoch 13 Batch 188/269 - Train Accuracy: 0.824, Validation Accuracy: 0.821, Loss: 0.092 Epoch 13 Batch 189/269 - Train Accuracy: 0.828, Validation Accuracy: 0.819, Loss: 0.091 Epoch 13 Batch 190/269 - Train Accuracy: 0.822, Validation Accuracy: 0.821, Loss: 0.091 Epoch 13 Batch 191/269 - Train Accuracy: 0.835, Validation Accuracy: 0.822, Loss: 0.090 Epoch 13 Batch 192/269 - Train Accuracy: 0.819, Validation Accuracy: 0.820, Loss: 0.086 Epoch 13 Batch 193/269 - Train Accuracy: 0.823, Validation Accuracy: 0.818, Loss: 0.093 Epoch 13 Batch 194/269 - Train Accuracy: 0.824, Validation Accuracy: 0.822, Loss: 0.093 Epoch 13 Batch 195/269 - Train Accuracy: 0.819, Validation Accuracy: 0.821, Loss: 0.090 Epoch 13 Batch 196/269 - Train Accuracy: 0.801, Validation Accuracy: 0.822, Loss: 0.097 Epoch 13 Batch 197/269 - Train Accuracy: 0.784, Validation Accuracy: 0.802, Loss: 0.097 Epoch 13 Batch 198/269 - Train Accuracy: 0.805, Validation Accuracy: 0.798, Loss: 0.094 Epoch 13 Batch 199/269 - Train Accuracy: 0.819, Validation Accuracy: 0.808, Loss: 0.096 Epoch 13 Batch 200/269 - Train Accuracy: 0.843, Validation Accuracy: 0.808, Loss: 0.090 Epoch 13 Batch 201/269 - Train Accuracy: 0.809, Validation Accuracy: 0.821, Loss: 0.095 Epoch 13 Batch 202/269 - Train Accuracy: 0.824, Validation Accuracy: 0.831, Loss: 0.096 Epoch 13 Batch 203/269 - Train Accuracy: 0.820, Validation Accuracy: 0.829, Loss: 0.101 Epoch 13 Batch 204/269 - Train Accuracy: 0.815, Validation Accuracy: 0.828, Loss: 0.099 Epoch 13 Batch 205/269 - Train Accuracy: 0.811, Validation Accuracy: 0.816, Loss: 0.087 Epoch 13 Batch 206/269 - Train Accuracy: 0.807, Validation Accuracy: 0.822, Loss: 0.099 Epoch 13 Batch 207/269 - Train Accuracy: 0.829, Validation Accuracy: 0.828, Loss: 0.091 Epoch 13 Batch 208/269 - Train Accuracy: 0.821, Validation Accuracy: 0.831, Loss: 0.092 Epoch 13 Batch 209/269 - Train Accuracy: 0.832, Validation Accuracy: 0.832, Loss: 0.089 Epoch 13 Batch 210/269 - Train Accuracy: 0.823, Validation Accuracy: 0.827, Loss: 0.091 Epoch 13 Batch 211/269 - Train Accuracy: 0.825, Validation Accuracy: 0.820, Loss: 0.096 Epoch 13 Batch 212/269 - Train Accuracy: 0.803, Validation Accuracy: 0.820, Loss: 0.093 Epoch 13 Batch 213/269 - Train Accuracy: 0.798, Validation Accuracy: 0.817, Loss: 0.095 Epoch 13 Batch 214/269 - Train Accuracy: 0.827, Validation Accuracy: 0.818, Loss: 0.088 Epoch 13 Batch 215/269 - Train Accuracy: 0.833, Validation Accuracy: 0.825, Loss: 0.085 Epoch 13 Batch 216/269 - Train Accuracy: 0.810, Validation Accuracy: 0.828, Loss: 0.103 Epoch 13 Batch 217/269 - Train Accuracy: 0.797, Validation Accuracy: 0.820, Loss: 0.097 Epoch 13 Batch 218/269 - Train Accuracy: 0.837, Validation Accuracy: 0.822, Loss: 0.091 Epoch 13 Batch 219/269 - Train Accuracy: 0.825, Validation Accuracy: 0.820, Loss: 0.090 Epoch 13 Batch 220/269 - Train Accuracy: 0.814, Validation Accuracy: 0.816, Loss: 0.088 Epoch 13 Batch 221/269 - Train Accuracy: 0.831, Validation Accuracy: 0.811, Loss: 0.086 Epoch 13 Batch 222/269 - Train Accuracy: 0.833, Validation Accuracy: 0.812, Loss: 0.088 Epoch 13 Batch 223/269 - Train Accuracy: 0.820, Validation Accuracy: 0.816, Loss: 0.089 Epoch 13 Batch 224/269 - Train Accuracy: 0.822, Validation Accuracy: 0.828, Loss: 0.097 Epoch 13 Batch 225/269 - Train Accuracy: 0.818, Validation Accuracy: 0.830, Loss: 0.090 Epoch 13 Batch 226/269 - Train Accuracy: 0.810, Validation Accuracy: 0.822, Loss: 0.094 Epoch 13 Batch 227/269 - Train Accuracy: 0.837, Validation Accuracy: 0.822, Loss: 0.083 Epoch 13 Batch 228/269 - Train Accuracy: 0.822, Validation Accuracy: 0.816, Loss: 0.092 Epoch 13 Batch 229/269 - Train Accuracy: 0.825, Validation Accuracy: 0.816, Loss: 0.084 Epoch 13 Batch 230/269 - Train Accuracy: 0.797, Validation Accuracy: 0.815, Loss: 0.093 Epoch 13 Batch 231/269 - Train Accuracy: 0.800, Validation Accuracy: 0.808, Loss: 0.099 Epoch 13 Batch 232/269 - Train Accuracy: 0.797, Validation Accuracy: 0.815, Loss: 0.099 Epoch 13 Batch 233/269 - Train Accuracy: 0.827, Validation Accuracy: 0.829, Loss: 0.093 Epoch 13 Batch 234/269 - Train Accuracy: 0.829, Validation Accuracy: 0.833, Loss: 0.089 Epoch 13 Batch 235/269 - Train Accuracy: 0.852, Validation Accuracy: 0.835, Loss: 0.080 Epoch 13 Batch 236/269 - Train Accuracy: 0.827, Validation Accuracy: 0.835, Loss: 0.088 Epoch 13 Batch 237/269 - Train Accuracy: 0.826, Validation Accuracy: 0.824, Loss: 0.092 Epoch 13 Batch 238/269 - Train Accuracy: 0.816, Validation Accuracy: 0.810, Loss: 0.084 Epoch 13 Batch 239/269 - Train Accuracy: 0.829, Validation Accuracy: 0.808, Loss: 0.084 Epoch 13 Batch 240/269 - Train Accuracy: 0.824, Validation Accuracy: 0.808, Loss: 0.079 Epoch 13 Batch 241/269 - Train Accuracy: 0.817, Validation Accuracy: 0.816, Loss: 0.090 Epoch 13 Batch 242/269 - Train Accuracy: 0.822, Validation Accuracy: 0.832, Loss: 0.087 Epoch 13 Batch 243/269 - Train Accuracy: 0.843, Validation Accuracy: 0.825, Loss: 0.083 Epoch 13 Batch 244/269 - Train Accuracy: 0.796, Validation Accuracy: 0.831, Loss: 0.097 Epoch 13 Batch 245/269 - Train Accuracy: 0.815, Validation Accuracy: 0.828, Loss: 0.092 Epoch 13 Batch 246/269 - Train Accuracy: 0.807, Validation Accuracy: 0.832, Loss: 0.090 Epoch 13 Batch 247/269 - Train Accuracy: 0.812, Validation Accuracy: 0.820, Loss: 0.092 Epoch 13 Batch 248/269 - Train Accuracy: 0.825, Validation Accuracy: 0.809, Loss: 0.087 Epoch 13 Batch 249/269 - Train Accuracy: 0.827, Validation Accuracy: 0.814, Loss: 0.083 Epoch 13 Batch 250/269 - Train Accuracy: 0.816, Validation Accuracy: 0.816, Loss: 0.091 Epoch 13 Batch 251/269 - Train Accuracy: 0.836, Validation Accuracy: 0.824, Loss: 0.088 Epoch 13 Batch 252/269 - Train Accuracy: 0.816, Validation Accuracy: 0.832, Loss: 0.088 Epoch 13 Batch 253/269 - Train Accuracy: 0.820, Validation Accuracy: 0.829, Loss: 0.090 Epoch 13 Batch 254/269 - Train Accuracy: 0.825, Validation Accuracy: 0.832, Loss: 0.090 Epoch 13 Batch 255/269 - Train Accuracy: 0.850, Validation Accuracy: 0.830, Loss: 0.080 Epoch 13 Batch 256/269 - Train Accuracy: 0.814, Validation Accuracy: 0.816, Loss: 0.090 Epoch 13 Batch 257/269 - Train Accuracy: 0.806, Validation Accuracy: 0.808, Loss: 0.095 Epoch 13 Batch 258/269 - Train Accuracy: 0.819, Validation Accuracy: 0.794, Loss: 0.090 Epoch 13 Batch 259/269 - Train Accuracy: 0.839, Validation Accuracy: 0.811, Loss: 0.087 Epoch 13 Batch 260/269 - Train Accuracy: 0.822, Validation Accuracy: 0.824, Loss: 0.094 Epoch 13 Batch 261/269 - Train Accuracy: 0.814, Validation Accuracy: 0.827, Loss: 0.092 Epoch 13 Batch 262/269 - Train Accuracy: 0.838, Validation Accuracy: 0.827, Loss: 0.086 Epoch 13 Batch 263/269 - Train Accuracy: 0.827, Validation Accuracy: 0.829, Loss: 0.093 Epoch 13 Batch 264/269 - Train Accuracy: 0.814, Validation Accuracy: 0.820, Loss: 0.094 Epoch 13 Batch 265/269 - Train Accuracy: 0.802, Validation Accuracy: 0.810, Loss: 0.093 Epoch 13 Batch 266/269 - Train Accuracy: 0.832, Validation Accuracy: 0.807, Loss: 0.085 Epoch 13 Batch 267/269 - Train Accuracy: 0.830, Validation Accuracy: 0.807, Loss: 0.091 Epoch 14 Batch 0/269 - Train Accuracy: 0.810, Validation Accuracy: 0.813, Loss: 0.089 Epoch 14 Batch 1/269 - Train Accuracy: 0.840, Validation Accuracy: 0.810, Loss: 0.089 Epoch 14 Batch 2/269 - Train Accuracy: 0.804, Validation Accuracy: 0.809, Loss: 0.087 Epoch 14 Batch 3/269 - Train Accuracy: 0.827, Validation Accuracy: 0.816, Loss: 0.088 Epoch 14 Batch 4/269 - Train Accuracy: 0.798, Validation Accuracy: 0.813, Loss: 0.097 Epoch 14 Batch 5/269 - Train Accuracy: 0.802, Validation Accuracy: 0.811, Loss: 0.092 Epoch 14 Batch 6/269 - Train Accuracy: 0.811, Validation Accuracy: 0.801, Loss: 0.090 Epoch 14 Batch 7/269 - Train Accuracy: 0.821, Validation Accuracy: 0.808, Loss: 0.085 Epoch 14 Batch 8/269 - Train Accuracy: 0.821, Validation Accuracy: 0.825, Loss: 0.097 Epoch 14 Batch 9/269 - Train Accuracy: 0.811, Validation Accuracy: 0.834, Loss: 0.093 Epoch 14 Batch 10/269 - Train Accuracy: 0.814, Validation Accuracy: 0.836, Loss: 0.091 Epoch 14 Batch 11/269 - Train Accuracy: 0.818, Validation Accuracy: 0.833, Loss: 0.093 Epoch 14 Batch 12/269 - Train Accuracy: 0.807, Validation Accuracy: 0.824, Loss: 0.097 Epoch 14 Batch 13/269 - Train Accuracy: 0.827, Validation Accuracy: 0.820, Loss: 0.090 Epoch 14 Batch 14/269 - Train Accuracy: 0.794, Validation Accuracy: 0.821, Loss: 0.125 Epoch 14 Batch 15/269 - Train Accuracy: 0.818, Validation Accuracy: 0.826, Loss: 0.115 Epoch 14 Batch 16/269 - Train Accuracy: 0.825, Validation Accuracy: 0.823, Loss: 0.100 Epoch 14 Batch 17/269 - Train Accuracy: 0.821, Validation Accuracy: 0.827, Loss: 0.095 Epoch 14 Batch 18/269 - Train Accuracy: 0.833, Validation Accuracy: 0.836, Loss: 0.100 Epoch 14 Batch 19/269 - Train Accuracy: 0.844, Validation Accuracy: 0.833, Loss: 0.080 Epoch 14 Batch 20/269 - Train Accuracy: 0.822, Validation Accuracy: 0.826, Loss: 0.097 Epoch 14 Batch 21/269 - Train Accuracy: 0.816, Validation Accuracy: 0.831, Loss: 0.104 Epoch 14 Batch 22/269 - Train Accuracy: 0.821, Validation Accuracy: 0.833, Loss: 0.087 Epoch 14 Batch 23/269 - Train Accuracy: 0.827, Validation Accuracy: 0.829, Loss: 0.089 Epoch 14 Batch 24/269 - Train Accuracy: 0.822, Validation Accuracy: 0.819, Loss: 0.094 Epoch 14 Batch 25/269 - Train Accuracy: 0.817, Validation Accuracy: 0.827, Loss: 0.094 Epoch 14 Batch 26/269 - Train Accuracy: 0.819, Validation Accuracy: 0.822, Loss: 0.086 Epoch 14 Batch 27/269 - Train Accuracy: 0.815, Validation Accuracy: 0.823, Loss: 0.088 Epoch 14 Batch 28/269 - Train Accuracy: 0.796, Validation Accuracy: 0.821, Loss: 0.095 Epoch 14 Batch 29/269 - Train Accuracy: 0.809, Validation Accuracy: 0.815, Loss: 0.091 Epoch 14 Batch 30/269 - Train Accuracy: 0.825, Validation Accuracy: 0.820, Loss: 0.092 Epoch 14 Batch 31/269 - Train Accuracy: 0.838, Validation Accuracy: 0.811, Loss: 0.085 Epoch 14 Batch 32/269 - Train Accuracy: 0.838, Validation Accuracy: 0.816, Loss: 0.085 Epoch 14 Batch 33/269 - Train Accuracy: 0.812, Validation Accuracy: 0.819, Loss: 0.089 Epoch 14 Batch 34/269 - Train Accuracy: 0.821, Validation Accuracy: 0.823, Loss: 0.095 Epoch 14 Batch 35/269 - Train Accuracy: 0.840, Validation Accuracy: 0.830, Loss: 0.104 Epoch 14 Batch 36/269 - Train Accuracy: 0.835, Validation Accuracy: 0.831, Loss: 0.093 Epoch 14 Batch 37/269 - Train Accuracy: 0.832, Validation Accuracy: 0.824, Loss: 0.090 Epoch 14 Batch 38/269 - Train Accuracy: 0.825, Validation Accuracy: 0.826, Loss: 0.085 Epoch 14 Batch 39/269 - Train Accuracy: 0.840, Validation Accuracy: 0.824, Loss: 0.088 Epoch 14 Batch 40/269 - Train Accuracy: 0.816, Validation Accuracy: 0.822, Loss: 0.095 Epoch 14 Batch 41/269 - Train Accuracy: 0.818, Validation Accuracy: 0.823, Loss: 0.089 Epoch 14 Batch 42/269 - Train Accuracy: 0.827, Validation Accuracy: 0.821, Loss: 0.084 Epoch 14 Batch 43/269 - Train Accuracy: 0.823, Validation Accuracy: 0.824, Loss: 0.089 Epoch 14 Batch 44/269 - Train Accuracy: 0.840, Validation Accuracy: 0.833, Loss: 0.085 Epoch 14 Batch 45/269 - Train Accuracy: 0.833, Validation Accuracy: 0.835, Loss: 0.088 Epoch 14 Batch 46/269 - Train Accuracy: 0.831, Validation Accuracy: 0.838, Loss: 0.084 Epoch 14 Batch 47/269 - Train Accuracy: 0.854, Validation Accuracy: 0.837, Loss: 0.076 Epoch 14 Batch 48/269 - Train Accuracy: 0.839, Validation Accuracy: 0.835, Loss: 0.080 Epoch 14 Batch 49/269 - Train Accuracy: 0.821, Validation Accuracy: 0.833, Loss: 0.088 Epoch 14 Batch 50/269 - Train Accuracy: 0.816, Validation Accuracy: 0.829, Loss: 0.095 Epoch 14 Batch 51/269 - Train Accuracy: 0.834, Validation Accuracy: 0.825, Loss: 0.090 Epoch 14 Batch 52/269 - Train Accuracy: 0.806, Validation Accuracy: 0.821, Loss: 0.083 Epoch 14 Batch 53/269 - Train Accuracy: 0.826, Validation Accuracy: 0.824, Loss: 0.085 Epoch 14 Batch 54/269 - Train Accuracy: 0.845, Validation Accuracy: 0.827, Loss: 0.082 Epoch 14 Batch 55/269 - Train Accuracy: 0.818, Validation Accuracy: 0.827, Loss: 0.090 Epoch 14 Batch 56/269 - Train Accuracy: 0.824, Validation Accuracy: 0.828, Loss: 0.084 Epoch 14 Batch 57/269 - Train Accuracy: 0.827, Validation Accuracy: 0.826, Loss: 0.088 Epoch 14 Batch 58/269 - Train Accuracy: 0.833, Validation Accuracy: 0.828, Loss: 0.082 Epoch 14 Batch 59/269 - Train Accuracy: 0.848, Validation Accuracy: 0.825, Loss: 0.079 Epoch 14 Batch 60/269 - Train Accuracy: 0.820, Validation Accuracy: 0.822, Loss: 0.091 Epoch 14 Batch 61/269 - Train Accuracy: 0.837, Validation Accuracy: 0.821, Loss: 0.079 Epoch 14 Batch 62/269 - Train Accuracy: 0.828, Validation Accuracy: 0.808, Loss: 0.087 Epoch 14 Batch 63/269 - Train Accuracy: 0.814, Validation Accuracy: 0.801, Loss: 0.090 Epoch 14 Batch 64/269 - Train Accuracy: 0.812, Validation Accuracy: 0.800, Loss: 0.084 Epoch 14 Batch 65/269 - Train Accuracy: 0.825, Validation Accuracy: 0.810, Loss: 0.086 Epoch 14 Batch 66/269 - Train Accuracy: 0.817, Validation Accuracy: 0.820, Loss: 0.089 Epoch 14 Batch 67/269 - Train Accuracy: 0.811, Validation Accuracy: 0.826, Loss: 0.091 Epoch 14 Batch 68/269 - Train Accuracy: 0.810, Validation Accuracy: 0.828, Loss: 0.094 Epoch 14 Batch 69/269 - Train Accuracy: 0.800, Validation Accuracy: 0.827, Loss: 0.091 Epoch 14 Batch 70/269 - Train Accuracy: 0.840, Validation Accuracy: 0.829, Loss: 0.083 Epoch 14 Batch 71/269 - Train Accuracy: 0.825, Validation Accuracy: 0.830, Loss: 0.095 Epoch 14 Batch 72/269 - Train Accuracy: 0.828, Validation Accuracy: 0.836, Loss: 0.087 Epoch 14 Batch 73/269 - Train Accuracy: 0.836, Validation Accuracy: 0.831, Loss: 0.087 Epoch 14 Batch 74/269 - Train Accuracy: 0.845, Validation Accuracy: 0.826, Loss: 0.081 Epoch 14 Batch 75/269 - Train Accuracy: 0.815, Validation Accuracy: 0.803, Loss: 0.088 Epoch 14 Batch 76/269 - Train Accuracy: 0.806, Validation Accuracy: 0.799, Loss: 0.090 Epoch 14 Batch 77/269 - Train Accuracy: 0.828, Validation Accuracy: 0.807, Loss: 0.086 Epoch 14 Batch 78/269 - Train Accuracy: 0.827, Validation Accuracy: 0.824, Loss: 0.087 Epoch 14 Batch 79/269 - Train Accuracy: 0.818, Validation Accuracy: 0.831, Loss: 0.086 Epoch 14 Batch 80/269 - Train Accuracy: 0.831, Validation Accuracy: 0.830, Loss: 0.088 Epoch 14 Batch 81/269 - Train Accuracy: 0.826, Validation Accuracy: 0.831, Loss: 0.088 Epoch 14 Batch 82/269 - Train Accuracy: 0.837, Validation Accuracy: 0.836, Loss: 0.077 Epoch 14 Batch 83/269 - Train Accuracy: 0.828, Validation Accuracy: 0.829, Loss: 0.093 Epoch 14 Batch 84/269 - Train Accuracy: 0.829, Validation Accuracy: 0.819, Loss: 0.083 Epoch 14 Batch 85/269 - Train Accuracy: 0.834, Validation Accuracy: 0.816, Loss: 0.084 Epoch 14 Batch 86/269 - Train Accuracy: 0.824, Validation Accuracy: 0.820, Loss: 0.081 Epoch 14 Batch 87/269 - Train Accuracy: 0.822, Validation Accuracy: 0.830, Loss: 0.091 Epoch 14 Batch 88/269 - Train Accuracy: 0.825, Validation Accuracy: 0.829, Loss: 0.082 Epoch 14 Batch 89/269 - Train Accuracy: 0.841, Validation Accuracy: 0.829, Loss: 0.083 Epoch 14 Batch 90/269 - Train Accuracy: 0.807, Validation Accuracy: 0.825, Loss: 0.092 Epoch 14 Batch 91/269 - Train Accuracy: 0.827, Validation Accuracy: 0.819, Loss: 0.081 Epoch 14 Batch 92/269 - Train Accuracy: 0.836, Validation Accuracy: 0.820, Loss: 0.084 Epoch 14 Batch 93/269 - Train Accuracy: 0.824, Validation Accuracy: 0.817, Loss: 0.084 Epoch 14 Batch 94/269 - Train Accuracy: 0.814, Validation Accuracy: 0.816, Loss: 0.097 Epoch 14 Batch 95/269 - Train Accuracy: 0.822, Validation Accuracy: 0.813, Loss: 0.083 Epoch 14 Batch 96/269 - Train Accuracy: 0.799, Validation Accuracy: 0.815, Loss: 0.091 Epoch 14 Batch 97/269 - Train Accuracy: 0.823, Validation Accuracy: 0.817, Loss: 0.087 Epoch 14 Batch 98/269 - Train Accuracy: 0.831, Validation Accuracy: 0.823, Loss: 0.088 Epoch 14 Batch 99/269 - Train Accuracy: 0.816, Validation Accuracy: 0.822, Loss: 0.086 Epoch 14 Batch 100/269 - Train Accuracy: 0.847, Validation Accuracy: 0.825, Loss: 0.080 Epoch 14 Batch 101/269 - Train Accuracy: 0.808, Validation Accuracy: 0.822, Loss: 0.094 Epoch 14 Batch 102/269 - Train Accuracy: 0.827, Validation Accuracy: 0.820, Loss: 0.083 Epoch 14 Batch 103/269 - Train Accuracy: 0.820, Validation Accuracy: 0.817, Loss: 0.087 Epoch 14 Batch 104/269 - Train Accuracy: 0.839, Validation Accuracy: 0.814, Loss: 0.079 Epoch 14 Batch 105/269 - Train Accuracy: 0.828, Validation Accuracy: 0.816, Loss: 0.087 Epoch 14 Batch 106/269 - Train Accuracy: 0.828, Validation Accuracy: 0.826, Loss: 0.081 Epoch 14 Batch 107/269 - Train Accuracy: 0.823, Validation Accuracy: 0.830, Loss: 0.083 Epoch 14 Batch 108/269 - Train Accuracy: 0.826, Validation Accuracy: 0.833, Loss: 0.084 Epoch 14 Batch 109/269 - Train Accuracy: 0.799, Validation Accuracy: 0.827, Loss: 0.087 Epoch 14 Batch 110/269 - Train Accuracy: 0.814, Validation Accuracy: 0.815, Loss: 0.083 Epoch 14 Batch 111/269 - Train Accuracy: 0.818, Validation Accuracy: 0.808, Loss: 0.084 Epoch 14 Batch 112/269 - Train Accuracy: 0.824, Validation Accuracy: 0.811, Loss: 0.081 Epoch 14 Batch 113/269 - Train Accuracy: 0.820, Validation Accuracy: 0.812, Loss: 0.085 Epoch 14 Batch 114/269 - Train Accuracy: 0.820, Validation Accuracy: 0.820, Loss: 0.084 Epoch 14 Batch 115/269 - Train Accuracy: 0.811, Validation Accuracy: 0.835, Loss: 0.086 Epoch 14 Batch 116/269 - Train Accuracy: 0.836, Validation Accuracy: 0.833, Loss: 0.082 Epoch 14 Batch 117/269 - Train Accuracy: 0.828, Validation Accuracy: 0.831, Loss: 0.083 Epoch 14 Batch 118/269 - Train Accuracy: 0.845, Validation Accuracy: 0.834, Loss: 0.075 Epoch 14 Batch 119/269 - Train Accuracy: 0.820, Validation Accuracy: 0.832, Loss: 0.080 Epoch 14 Batch 120/269 - Train Accuracy: 0.815, Validation Accuracy: 0.838, Loss: 0.093 Epoch 14 Batch 121/269 - Train Accuracy: 0.819, Validation Accuracy: 0.839, Loss: 0.080 Epoch 14 Batch 122/269 - Train Accuracy: 0.835, Validation Accuracy: 0.828, Loss: 0.078 Epoch 14 Batch 123/269 - Train Accuracy: 0.818, Validation Accuracy: 0.818, Loss: 0.082 Epoch 14 Batch 124/269 - Train Accuracy: 0.802, Validation Accuracy: 0.809, Loss: 0.080 Epoch 14 Batch 125/269 - Train Accuracy: 0.810, Validation Accuracy: 0.800, Loss: 0.085 Epoch 14 Batch 126/269 - Train Accuracy: 0.828, Validation Accuracy: 0.806, Loss: 0.084 Epoch 14 Batch 127/269 - Train Accuracy: 0.823, Validation Accuracy: 0.806, Loss: 0.087 Epoch 14 Batch 128/269 - Train Accuracy: 0.830, Validation Accuracy: 0.821, Loss: 0.085 Epoch 14 Batch 129/269 - Train Accuracy: 0.834, Validation Accuracy: 0.830, Loss: 0.082 Epoch 14 Batch 130/269 - Train Accuracy: 0.820, Validation Accuracy: 0.826, Loss: 0.087 Epoch 14 Batch 131/269 - Train Accuracy: 0.814, Validation Accuracy: 0.830, Loss: 0.089 Epoch 14 Batch 132/269 - Train Accuracy: 0.821, Validation Accuracy: 0.828, Loss: 0.088 Epoch 14 Batch 133/269 - Train Accuracy: 0.833, Validation Accuracy: 0.826, Loss: 0.082 Epoch 14 Batch 134/269 - Train Accuracy: 0.816, Validation Accuracy: 0.823, Loss: 0.087 Epoch 14 Batch 135/269 - Train Accuracy: 0.813, Validation Accuracy: 0.826, Loss: 0.086 Epoch 14 Batch 136/269 - Train Accuracy: 0.808, Validation Accuracy: 0.824, Loss: 0.087 Epoch 14 Batch 137/269 - Train Accuracy: 0.828, Validation Accuracy: 0.820, Loss: 0.088 Epoch 14 Batch 138/269 - Train Accuracy: 0.802, Validation Accuracy: 0.818, Loss: 0.090 Epoch 14 Batch 139/269 - Train Accuracy: 0.843, Validation Accuracy: 0.818, Loss: 0.075 Epoch 14 Batch 140/269 - Train Accuracy: 0.840, Validation Accuracy: 0.818, Loss: 0.085 Epoch 14 Batch 141/269 - Train Accuracy: 0.837, Validation Accuracy: 0.822, Loss: 0.084 Epoch 14 Batch 142/269 - Train Accuracy: 0.831, Validation Accuracy: 0.828, Loss: 0.083 Epoch 14 Batch 143/269 - Train Accuracy: 0.842, Validation Accuracy: 0.832, Loss: 0.079 Epoch 14 Batch 144/269 - Train Accuracy: 0.847, Validation Accuracy: 0.828, Loss: 0.074 Epoch 14 Batch 145/269 - Train Accuracy: 0.833, Validation Accuracy: 0.825, Loss: 0.083 Epoch 14 Batch 146/269 - Train Accuracy: 0.845, Validation Accuracy: 0.830, Loss: 0.078 Epoch 14 Batch 147/269 - Train Accuracy: 0.849, Validation Accuracy: 0.827, Loss: 0.081 Epoch 14 Batch 148/269 - Train Accuracy: 0.825, Validation Accuracy: 0.822, Loss: 0.082 Epoch 14 Batch 149/269 - Train Accuracy: 0.825, Validation Accuracy: 0.820, Loss: 0.087 Epoch 14 Batch 150/269 - Train Accuracy: 0.823, Validation Accuracy: 0.824, Loss: 0.084 Epoch 14 Batch 151/269 - Train Accuracy: 0.851, Validation Accuracy: 0.836, Loss: 0.079 Epoch 14 Batch 152/269 - Train Accuracy: 0.836, Validation Accuracy: 0.829, Loss: 0.079 Epoch 14 Batch 153/269 - Train Accuracy: 0.833, Validation Accuracy: 0.829, Loss: 0.079 Epoch 14 Batch 154/269 - Train Accuracy: 0.833, Validation Accuracy: 0.830, Loss: 0.082 Epoch 14 Batch 155/269 - Train Accuracy: 0.831, Validation Accuracy: 0.831, Loss: 0.078 Epoch 14 Batch 156/269 - Train Accuracy: 0.812, Validation Accuracy: 0.837, Loss: 0.086 Epoch 14 Batch 157/269 - Train Accuracy: 0.831, Validation Accuracy: 0.835, Loss: 0.079 Epoch 14 Batch 158/269 - Train Accuracy: 0.824, Validation Accuracy: 0.834, Loss: 0.083 Epoch 14 Batch 159/269 - Train Accuracy: 0.820, Validation Accuracy: 0.834, Loss: 0.081 Epoch 14 Batch 160/269 - Train Accuracy: 0.847, Validation Accuracy: 0.838, Loss: 0.075 Epoch 14 Batch 161/269 - Train Accuracy: 0.842, Validation Accuracy: 0.839, Loss: 0.077 Epoch 14 Batch 162/269 - Train Accuracy: 0.835, Validation Accuracy: 0.843, Loss: 0.080 Epoch 14 Batch 163/269 - Train Accuracy: 0.849, Validation Accuracy: 0.840, Loss: 0.076 Epoch 14 Batch 164/269 - Train Accuracy: 0.847, Validation Accuracy: 0.836, Loss: 0.081 Epoch 14 Batch 165/269 - Train Accuracy: 0.830, Validation Accuracy: 0.824, Loss: 0.083 Epoch 14 Batch 166/269 - Train Accuracy: 0.839, Validation Accuracy: 0.824, Loss: 0.078 Epoch 14 Batch 167/269 - Train Accuracy: 0.826, Validation Accuracy: 0.817, Loss: 0.077 Epoch 14 Batch 168/269 - Train Accuracy: 0.835, Validation Accuracy: 0.822, Loss: 0.080 Epoch 14 Batch 169/269 - Train Accuracy: 0.825, Validation Accuracy: 0.831, Loss: 0.078 Epoch 14 Batch 170/269 - Train Accuracy: 0.844, Validation Accuracy: 0.836, Loss: 0.077 Epoch 14 Batch 171/269 - Train Accuracy: 0.822, Validation Accuracy: 0.839, Loss: 0.088 Epoch 14 Batch 172/269 - Train Accuracy: 0.822, Validation Accuracy: 0.835, Loss: 0.086 Epoch 14 Batch 173/269 - Train Accuracy: 0.831, Validation Accuracy: 0.824, Loss: 0.076 Epoch 14 Batch 174/269 - Train Accuracy: 0.822, Validation Accuracy: 0.818, Loss: 0.082 Epoch 14 Batch 175/269 - Train Accuracy: 0.822, Validation Accuracy: 0.813, Loss: 0.088 Epoch 14 Batch 176/269 - Train Accuracy: 0.806, Validation Accuracy: 0.811, Loss: 0.085 Epoch 14 Batch 177/269 - Train Accuracy: 0.826, Validation Accuracy: 0.822, Loss: 0.074 Epoch 14 Batch 178/269 - Train Accuracy: 0.835, Validation Accuracy: 0.821, Loss: 0.076 Epoch 14 Batch 179/269 - Train Accuracy: 0.832, Validation Accuracy: 0.832, Loss: 0.080 Epoch 14 Batch 180/269 - Train Accuracy: 0.837, Validation Accuracy: 0.842, Loss: 0.077 Epoch 14 Batch 181/269 - Train Accuracy: 0.828, Validation Accuracy: 0.835, Loss: 0.084 Epoch 14 Batch 182/269 - Train Accuracy: 0.845, Validation Accuracy: 0.835, Loss: 0.084 Epoch 14 Batch 183/269 - Train Accuracy: 0.851, Validation Accuracy: 0.832, Loss: 0.068 Epoch 14 Batch 184/269 - Train Accuracy: 0.824, Validation Accuracy: 0.824, Loss: 0.088 Epoch 14 Batch 185/269 - Train Accuracy: 0.844, Validation Accuracy: 0.824, Loss: 0.079 Epoch 14 Batch 186/269 - Train Accuracy: 0.831, Validation Accuracy: 0.828, Loss: 0.081 Epoch 14 Batch 187/269 - Train Accuracy: 0.826, Validation Accuracy: 0.824, Loss: 0.084 Epoch 14 Batch 188/269 - Train Accuracy: 0.839, Validation Accuracy: 0.828, Loss: 0.082 Epoch 14 Batch 189/269 - Train Accuracy: 0.836, Validation Accuracy: 0.832, Loss: 0.085 Epoch 14 Batch 190/269 - Train Accuracy: 0.821, Validation Accuracy: 0.824, Loss: 0.079 Epoch 14 Batch 191/269 - Train Accuracy: 0.825, Validation Accuracy: 0.818, Loss: 0.079 Epoch 14 Batch 192/269 - Train Accuracy: 0.827, Validation Accuracy: 0.823, Loss: 0.075 Epoch 14 Batch 193/269 - Train Accuracy: 0.833, Validation Accuracy: 0.824, Loss: 0.079 Epoch 14 Batch 194/269 - Train Accuracy: 0.839, Validation Accuracy: 0.833, Loss: 0.084 Epoch 14 Batch 195/269 - Train Accuracy: 0.825, Validation Accuracy: 0.836, Loss: 0.078 Epoch 14 Batch 196/269 - Train Accuracy: 0.810, Validation Accuracy: 0.829, Loss: 0.087 Epoch 14 Batch 197/269 - Train Accuracy: 0.803, Validation Accuracy: 0.825, Loss: 0.087 Epoch 14 Batch 198/269 - Train Accuracy: 0.800, Validation Accuracy: 0.814, Loss: 0.082 Epoch 14 Batch 199/269 - Train Accuracy: 0.827, Validation Accuracy: 0.812, Loss: 0.081 Epoch 14 Batch 200/269 - Train Accuracy: 0.844, Validation Accuracy: 0.821, Loss: 0.082 Epoch 14 Batch 201/269 - Train Accuracy: 0.817, Validation Accuracy: 0.829, Loss: 0.082 Epoch 14 Batch 202/269 - Train Accuracy: 0.830, Validation Accuracy: 0.842, Loss: 0.081 Epoch 14 Batch 203/269 - Train Accuracy: 0.819, Validation Accuracy: 0.838, Loss: 0.088 Epoch 14 Batch 204/269 - Train Accuracy: 0.825, Validation Accuracy: 0.841, Loss: 0.087 Epoch 14 Batch 205/269 - Train Accuracy: 0.820, Validation Accuracy: 0.829, Loss: 0.078 Epoch 14 Batch 206/269 - Train Accuracy: 0.800, Validation Accuracy: 0.818, Loss: 0.085 Epoch 14 Batch 207/269 - Train Accuracy: 0.824, Validation Accuracy: 0.825, Loss: 0.079 Epoch 14 Batch 208/269 - Train Accuracy: 0.839, Validation Accuracy: 0.824, Loss: 0.082 Epoch 14 Batch 209/269 - Train Accuracy: 0.831, Validation Accuracy: 0.820, Loss: 0.079 Epoch 14 Batch 210/269 - Train Accuracy: 0.839, Validation Accuracy: 0.828, Loss: 0.077 Epoch 14 Batch 211/269 - Train Accuracy: 0.837, Validation Accuracy: 0.828, Loss: 0.084 Epoch 14 Batch 212/269 - Train Accuracy: 0.830, Validation Accuracy: 0.834, Loss: 0.083 Epoch 14 Batch 213/269 - Train Accuracy: 0.818, Validation Accuracy: 0.834, Loss: 0.084 Epoch 14 Batch 214/269 - Train Accuracy: 0.833, Validation Accuracy: 0.828, Loss: 0.080 Epoch 14 Batch 215/269 - Train Accuracy: 0.843, Validation Accuracy: 0.826, Loss: 0.078 Epoch 14 Batch 216/269 - Train Accuracy: 0.821, Validation Accuracy: 0.827, Loss: 0.091 Epoch 14 Batch 217/269 - Train Accuracy: 0.803, Validation Accuracy: 0.826, Loss: 0.083 Epoch 14 Batch 218/269 - Train Accuracy: 0.827, Validation Accuracy: 0.826, Loss: 0.078 Epoch 14 Batch 219/269 - Train Accuracy: 0.829, Validation Accuracy: 0.840, Loss: 0.079 Epoch 14 Batch 220/269 - Train Accuracy: 0.812, Validation Accuracy: 0.832, Loss: 0.078 Epoch 14 Batch 221/269 - Train Accuracy: 0.848, Validation Accuracy: 0.820, Loss: 0.074 Epoch 14 Batch 222/269 - Train Accuracy: 0.839, Validation Accuracy: 0.820, Loss: 0.079 Epoch 14 Batch 223/269 - Train Accuracy: 0.825, Validation Accuracy: 0.824, Loss: 0.077 Epoch 14 Batch 224/269 - Train Accuracy: 0.829, Validation Accuracy: 0.822, Loss: 0.083 Epoch 14 Batch 225/269 - Train Accuracy: 0.812, Validation Accuracy: 0.824, Loss: 0.082 Epoch 14 Batch 226/269 - Train Accuracy: 0.821, Validation Accuracy: 0.816, Loss: 0.084 Epoch 14 Batch 227/269 - Train Accuracy: 0.844, Validation Accuracy: 0.809, Loss: 0.075 Epoch 14 Batch 228/269 - Train Accuracy: 0.817, Validation Accuracy: 0.814, Loss: 0.081 Epoch 14 Batch 229/269 - Train Accuracy: 0.822, Validation Accuracy: 0.817, Loss: 0.079 Epoch 14 Batch 230/269 - Train Accuracy: 0.818, Validation Accuracy: 0.824, Loss: 0.083 Epoch 14 Batch 231/269 - Train Accuracy: 0.807, Validation Accuracy: 0.833, Loss: 0.088 Epoch 14 Batch 232/269 - Train Accuracy: 0.805, Validation Accuracy: 0.834, Loss: 0.088 Epoch 14 Batch 233/269 - Train Accuracy: 0.823, Validation Accuracy: 0.827, Loss: 0.086 Epoch 14 Batch 234/269 - Train Accuracy: 0.830, Validation Accuracy: 0.830, Loss: 0.078 Epoch 14 Batch 235/269 - Train Accuracy: 0.846, Validation Accuracy: 0.823, Loss: 0.073 Epoch 14 Batch 236/269 - Train Accuracy: 0.830, Validation Accuracy: 0.824, Loss: 0.083 Epoch 14 Batch 237/269 - Train Accuracy: 0.835, Validation Accuracy: 0.829, Loss: 0.083 Epoch 14 Batch 238/269 - Train Accuracy: 0.820, Validation Accuracy: 0.832, Loss: 0.077 Epoch 14 Batch 239/269 - Train Accuracy: 0.842, Validation Accuracy: 0.830, Loss: 0.077 Epoch 14 Batch 240/269 - Train Accuracy: 0.840, Validation Accuracy: 0.828, Loss: 0.072 Epoch 14 Batch 241/269 - Train Accuracy: 0.829, Validation Accuracy: 0.825, Loss: 0.079 Epoch 14 Batch 242/269 - Train Accuracy: 0.826, Validation Accuracy: 0.823, Loss: 0.080 Epoch 14 Batch 243/269 - Train Accuracy: 0.840, Validation Accuracy: 0.828, Loss: 0.076 Epoch 14 Batch 244/269 - Train Accuracy: 0.814, Validation Accuracy: 0.833, Loss: 0.087 Epoch 14 Batch 245/269 - Train Accuracy: 0.819, Validation Accuracy: 0.837, Loss: 0.082 Epoch 14 Batch 246/269 - Train Accuracy: 0.814, Validation Accuracy: 0.837, Loss: 0.081 Epoch 14 Batch 247/269 - Train Accuracy: 0.825, Validation Accuracy: 0.837, Loss: 0.080 Epoch 14 Batch 248/269 - Train Accuracy: 0.837, Validation Accuracy: 0.835, Loss: 0.077 Epoch 14 Batch 249/269 - Train Accuracy: 0.843, Validation Accuracy: 0.833, Loss: 0.075 Epoch 14 Batch 250/269 - Train Accuracy: 0.819, Validation Accuracy: 0.828, Loss: 0.081 Epoch 14 Batch 251/269 - Train Accuracy: 0.844, Validation Accuracy: 0.825, Loss: 0.079 Epoch 14 Batch 252/269 - Train Accuracy: 0.830, Validation Accuracy: 0.834, Loss: 0.082 Epoch 14 Batch 253/269 - Train Accuracy: 0.819, Validation Accuracy: 0.839, Loss: 0.084 Epoch 14 Batch 254/269 - Train Accuracy: 0.830, Validation Accuracy: 0.836, Loss: 0.085 Epoch 14 Batch 255/269 - Train Accuracy: 0.853, Validation Accuracy: 0.829, Loss: 0.073 Epoch 14 Batch 256/269 - Train Accuracy: 0.809, Validation Accuracy: 0.833, Loss: 0.082 Epoch 14 Batch 257/269 - Train Accuracy: 0.805, Validation Accuracy: 0.828, Loss: 0.089 Epoch 14 Batch 258/269 - Train Accuracy: 0.828, Validation Accuracy: 0.816, Loss: 0.077 Epoch 14 Batch 259/269 - Train Accuracy: 0.845, Validation Accuracy: 0.824, Loss: 0.086 Epoch 14 Batch 260/269 - Train Accuracy: 0.824, Validation Accuracy: 0.818, Loss: 0.085 Epoch 14 Batch 261/269 - Train Accuracy: 0.826, Validation Accuracy: 0.831, Loss: 0.084 Epoch 14 Batch 262/269 - Train Accuracy: 0.842, Validation Accuracy: 0.846, Loss: 0.079 Epoch 14 Batch 263/269 - Train Accuracy: 0.835, Validation Accuracy: 0.844, Loss: 0.080 Epoch 14 Batch 264/269 - Train Accuracy: 0.826, Validation Accuracy: 0.845, Loss: 0.088 Epoch 14 Batch 265/269 - Train Accuracy: 0.811, Validation Accuracy: 0.827, Loss: 0.085 Epoch 14 Batch 266/269 - Train Accuracy: 0.834, Validation Accuracy: 0.823, Loss: 0.076 Epoch 14 Batch 267/269 - Train Accuracy: 0.836, Validation Accuracy: 0.829, Loss: 0.081 Epoch 15 Batch 0/269 - Train Accuracy: 0.817, Validation Accuracy: 0.821, Loss: 0.083 Epoch 15 Batch 1/269 - Train Accuracy: 0.830, Validation Accuracy: 0.820, Loss: 0.081 Epoch 15 Batch 2/269 - Train Accuracy: 0.826, Validation Accuracy: 0.832, Loss: 0.078 Epoch 15 Batch 3/269 - Train Accuracy: 0.827, Validation Accuracy: 0.829, Loss: 0.078 Epoch 15 Batch 4/269 - Train Accuracy: 0.810, Validation Accuracy: 0.834, Loss: 0.085 Epoch 15 Batch 5/269 - Train Accuracy: 0.809, Validation Accuracy: 0.833, Loss: 0.085 Epoch 15 Batch 6/269 - Train Accuracy: 0.827, Validation Accuracy: 0.821, Loss: 0.077 Epoch 15 Batch 7/269 - Train Accuracy: 0.828, Validation Accuracy: 0.824, Loss: 0.075 Epoch 15 Batch 8/269 - Train Accuracy: 0.817, Validation Accuracy: 0.824, Loss: 0.085 Epoch 15 Batch 9/269 - Train Accuracy: 0.805, Validation Accuracy: 0.822, Loss: 0.084 Epoch 15 Batch 10/269 - Train Accuracy: 0.822, Validation Accuracy: 0.819, Loss: 0.080 Epoch 15 Batch 11/269 - Train Accuracy: 0.835, Validation Accuracy: 0.830, Loss: 0.086 Epoch 15 Batch 12/269 - Train Accuracy: 0.807, Validation Accuracy: 0.830, Loss: 0.082 Epoch 15 Batch 13/269 - Train Accuracy: 0.854, Validation Accuracy: 0.827, Loss: 0.073 Epoch 15 Batch 14/269 - Train Accuracy: 0.815, Validation Accuracy: 0.829, Loss: 0.079 Epoch 15 Batch 15/269 - Train Accuracy: 0.823, Validation Accuracy: 0.823, Loss: 0.077 Epoch 15 Batch 16/269 - Train Accuracy: 0.833, Validation Accuracy: 0.824, Loss: 0.080 Epoch 15 Batch 17/269 - Train Accuracy: 0.838, Validation Accuracy: 0.828, Loss: 0.075 Epoch 15 Batch 18/269 - Train Accuracy: 0.839, Validation Accuracy: 0.829, Loss: 0.078 Epoch 15 Batch 19/269 - Train Accuracy: 0.848, Validation Accuracy: 0.830, Loss: 0.069 Epoch 15 Batch 20/269 - Train Accuracy: 0.819, Validation Accuracy: 0.833, Loss: 0.080 Epoch 15 Batch 21/269 - Train Accuracy: 0.828, Validation Accuracy: 0.840, Loss: 0.085 Epoch 15 Batch 22/269 - Train Accuracy: 0.824, Validation Accuracy: 0.845, Loss: 0.078 Epoch 15 Batch 23/269 - Train Accuracy: 0.832, Validation Accuracy: 0.846, Loss: 0.078 Epoch 15 Batch 24/269 - Train Accuracy: 0.836, Validation Accuracy: 0.842, Loss: 0.078 Epoch 15 Batch 25/269 - Train Accuracy: 0.817, Validation Accuracy: 0.836, Loss: 0.084 Epoch 15 Batch 26/269 - Train Accuracy: 0.838, Validation Accuracy: 0.835, Loss: 0.079 Epoch 15 Batch 27/269 - Train Accuracy: 0.822, Validation Accuracy: 0.827, Loss: 0.075 Epoch 15 Batch 28/269 - Train Accuracy: 0.802, Validation Accuracy: 0.826, Loss: 0.084 Epoch 15 Batch 29/269 - Train Accuracy: 0.822, Validation Accuracy: 0.825, Loss: 0.082 Epoch 15 Batch 30/269 - Train Accuracy: 0.821, Validation Accuracy: 0.837, Loss: 0.077 Epoch 15 Batch 31/269 - Train Accuracy: 0.847, Validation Accuracy: 0.841, Loss: 0.070 Epoch 15 Batch 32/269 - Train Accuracy: 0.841, Validation Accuracy: 0.841, Loss: 0.069 Epoch 15 Batch 33/269 - Train Accuracy: 0.843, Validation Accuracy: 0.838, Loss: 0.076 Epoch 15 Batch 34/269 - Train Accuracy: 0.836, Validation Accuracy: 0.839, Loss: 0.076 Epoch 15 Batch 35/269 - Train Accuracy: 0.840, Validation Accuracy: 0.842, Loss: 0.085 Epoch 15 Batch 36/269 - Train Accuracy: 0.835, Validation Accuracy: 0.843, Loss: 0.077 Epoch 15 Batch 37/269 - Train Accuracy: 0.851, Validation Accuracy: 0.840, Loss: 0.075 Epoch 15 Batch 38/269 - Train Accuracy: 0.831, Validation Accuracy: 0.841, Loss: 0.075 Epoch 15 Batch 39/269 - Train Accuracy: 0.853, Validation Accuracy: 0.846, Loss: 0.076 Epoch 15 Batch 40/269 - Train Accuracy: 0.827, Validation Accuracy: 0.846, Loss: 0.078 Epoch 15 Batch 41/269 - Train Accuracy: 0.833, Validation Accuracy: 0.846, Loss: 0.080 Epoch 15 Batch 42/269 - Train Accuracy: 0.846, Validation Accuracy: 0.840, Loss: 0.072 Epoch 15 Batch 43/269 - Train Accuracy: 0.840, Validation Accuracy: 0.838, Loss: 0.077 Epoch 15 Batch 44/269 - Train Accuracy: 0.850, Validation Accuracy: 0.838, Loss: 0.076 Epoch 15 Batch 45/269 - Train Accuracy: 0.843, Validation Accuracy: 0.838, Loss: 0.078 Epoch 15 Batch 46/269 - Train Accuracy: 0.837, Validation Accuracy: 0.843, Loss: 0.076 Epoch 15 Batch 47/269 - Train Accuracy: 0.860, Validation Accuracy: 0.848, Loss: 0.067 Epoch 15 Batch 48/269 - Train Accuracy: 0.845, Validation Accuracy: 0.849, Loss: 0.073 Epoch 15 Batch 49/269 - Train Accuracy: 0.835, Validation Accuracy: 0.843, Loss: 0.076 Epoch 15 Batch 50/269 - Train Accuracy: 0.827, Validation Accuracy: 0.833, Loss: 0.083 Epoch 15 Batch 51/269 - Train Accuracy: 0.832, Validation Accuracy: 0.824, Loss: 0.078 Epoch 15 Batch 52/269 - Train Accuracy: 0.813, Validation Accuracy: 0.821, Loss: 0.073 Epoch 15 Batch 53/269 - Train Accuracy: 0.850, Validation Accuracy: 0.824, Loss: 0.076 Epoch 15 Batch 54/269 - Train Accuracy: 0.848, Validation Accuracy: 0.827, Loss: 0.071 Epoch 15 Batch 55/269 - Train Accuracy: 0.834, Validation Accuracy: 0.830, Loss: 0.080 Epoch 15 Batch 56/269 - Train Accuracy: 0.843, Validation Accuracy: 0.839, Loss: 0.073 Epoch 15 Batch 57/269 - Train Accuracy: 0.846, Validation Accuracy: 0.840, Loss: 0.076 Epoch 15 Batch 58/269 - Train Accuracy: 0.845, Validation Accuracy: 0.842, Loss: 0.072 Epoch 15 Batch 59/269 - Train Accuracy: 0.867, Validation Accuracy: 0.830, Loss: 0.068 Epoch 15 Batch 60/269 - Train Accuracy: 0.831, Validation Accuracy: 0.826, Loss: 0.078 Epoch 15 Batch 61/269 - Train Accuracy: 0.837, Validation Accuracy: 0.817, Loss: 0.070 Epoch 15 Batch 62/269 - Train Accuracy: 0.846, Validation Accuracy: 0.812, Loss: 0.075 Epoch 15 Batch 63/269 - Train Accuracy: 0.834, Validation Accuracy: 0.818, Loss: 0.078 Epoch 15 Batch 64/269 - Train Accuracy: 0.831, Validation Accuracy: 0.823, Loss: 0.072 Epoch 15 Batch 65/269 - Train Accuracy: 0.851, Validation Accuracy: 0.832, Loss: 0.072 Epoch 15 Batch 66/269 - Train Accuracy: 0.839, Validation Accuracy: 0.843, Loss: 0.075 Epoch 15 Batch 67/269 - Train Accuracy: 0.830, Validation Accuracy: 0.842, Loss: 0.080 Epoch 15 Batch 68/269 - Train Accuracy: 0.817, Validation Accuracy: 0.832, Loss: 0.082 Epoch 15 Batch 69/269 - Train Accuracy: 0.827, Validation Accuracy: 0.832, Loss: 0.082 Epoch 15 Batch 70/269 - Train Accuracy: 0.864, Validation Accuracy: 0.829, Loss: 0.072 Epoch 15 Batch 71/269 - Train Accuracy: 0.843, Validation Accuracy: 0.829, Loss: 0.084 Epoch 15 Batch 72/269 - Train Accuracy: 0.841, Validation Accuracy: 0.826, Loss: 0.076 Epoch 15 Batch 73/269 - Train Accuracy: 0.846, Validation Accuracy: 0.826, Loss: 0.074 Epoch 15 Batch 74/269 - Train Accuracy: 0.853, Validation Accuracy: 0.821, Loss: 0.068 Epoch 15 Batch 75/269 - Train Accuracy: 0.836, Validation Accuracy: 0.819, Loss: 0.075 Epoch 15 Batch 76/269 - Train Accuracy: 0.825, Validation Accuracy: 0.820, Loss: 0.078 Epoch 15 Batch 77/269 - Train Accuracy: 0.844, Validation Accuracy: 0.829, Loss: 0.073 Epoch 15 Batch 78/269 - Train Accuracy: 0.848, Validation Accuracy: 0.846, Loss: 0.075 Epoch 15 Batch 79/269 - Train Accuracy: 0.835, Validation Accuracy: 0.848, Loss: 0.078 Epoch 15 Batch 80/269 - Train Accuracy: 0.858, Validation Accuracy: 0.849, Loss: 0.073 Epoch 15 Batch 81/269 - Train Accuracy: 0.844, Validation Accuracy: 0.845, Loss: 0.076 Epoch 15 Batch 82/269 - Train Accuracy: 0.855, Validation Accuracy: 0.842, Loss: 0.064 Epoch 15 Batch 83/269 - Train Accuracy: 0.833, Validation Accuracy: 0.833, Loss: 0.084 Epoch 15 Batch 84/269 - Train Accuracy: 0.852, Validation Accuracy: 0.830, Loss: 0.070 Epoch 15 Batch 85/269 - Train Accuracy: 0.847, Validation Accuracy: 0.834, Loss: 0.074 Epoch 15 Batch 86/269 - Train Accuracy: 0.832, Validation Accuracy: 0.833, Loss: 0.072 Epoch 15 Batch 87/269 - Train Accuracy: 0.837, Validation Accuracy: 0.829, Loss: 0.077 Epoch 15 Batch 88/269 - Train Accuracy: 0.842, Validation Accuracy: 0.843, Loss: 0.073 Epoch 15 Batch 89/269 - Train Accuracy: 0.858, Validation Accuracy: 0.848, Loss: 0.072 Epoch 15 Batch 90/269 - Train Accuracy: 0.834, Validation Accuracy: 0.837, Loss: 0.077 Epoch 15 Batch 91/269 - Train Accuracy: 0.840, Validation Accuracy: 0.836, Loss: 0.071 Epoch 15 Batch 92/269 - Train Accuracy: 0.851, Validation Accuracy: 0.831, Loss: 0.074 Epoch 15 Batch 93/269 - Train Accuracy: 0.854, Validation Accuracy: 0.830, Loss: 0.068 Epoch 15 Batch 94/269 - Train Accuracy: 0.828, Validation Accuracy: 0.827, Loss: 0.083 Epoch 15 Batch 95/269 - Train Accuracy: 0.843, Validation Accuracy: 0.827, Loss: 0.072 Epoch 15 Batch 96/269 - Train Accuracy: 0.820, Validation Accuracy: 0.842, Loss: 0.077 Epoch 15 Batch 97/269 - Train Accuracy: 0.839, Validation Accuracy: 0.847, Loss: 0.079 Epoch 15 Batch 98/269 - Train Accuracy: 0.842, Validation Accuracy: 0.851, Loss: 0.077 Epoch 15 Batch 99/269 - Train Accuracy: 0.827, Validation Accuracy: 0.848, Loss: 0.072 Epoch 15 Batch 100/269 - Train Accuracy: 0.866, Validation Accuracy: 0.847, Loss: 0.068 Epoch 15 Batch 101/269 - Train Accuracy: 0.824, Validation Accuracy: 0.852, Loss: 0.084 Epoch 15 Batch 102/269 - Train Accuracy: 0.851, Validation Accuracy: 0.854, Loss: 0.072 Epoch 15 Batch 103/269 - Train Accuracy: 0.829, Validation Accuracy: 0.833, Loss: 0.079 Epoch 15 Batch 104/269 - Train Accuracy: 0.857, Validation Accuracy: 0.820, Loss: 0.067 Epoch 15 Batch 105/269 - Train Accuracy: 0.828, Validation Accuracy: 0.821, Loss: 0.075 Epoch 15 Batch 106/269 - Train Accuracy: 0.846, Validation Accuracy: 0.844, Loss: 0.073 Epoch 15 Batch 107/269 - Train Accuracy: 0.841, Validation Accuracy: 0.858, Loss: 0.072 Epoch 15 Batch 108/269 - Train Accuracy: 0.849, Validation Accuracy: 0.858, Loss: 0.071 Epoch 15 Batch 109/269 - Train Accuracy: 0.819, Validation Accuracy: 0.855, Loss: 0.081 Epoch 15 Batch 110/269 - Train Accuracy: 0.841, Validation Accuracy: 0.847, Loss: 0.072 Epoch 15 Batch 111/269 - Train Accuracy: 0.823, Validation Accuracy: 0.834, Loss: 0.073 Epoch 15 Batch 112/269 - Train Accuracy: 0.836, Validation Accuracy: 0.832, Loss: 0.070 Epoch 15 Batch 113/269 - Train Accuracy: 0.846, Validation Accuracy: 0.831, Loss: 0.070 Epoch 15 Batch 114/269 - Train Accuracy: 0.841, Validation Accuracy: 0.824, Loss: 0.075 Epoch 15 Batch 115/269 - Train Accuracy: 0.836, Validation Accuracy: 0.832, Loss: 0.075 Epoch 15 Batch 116/269 - Train Accuracy: 0.842, Validation Accuracy: 0.838, Loss: 0.072 Epoch 15 Batch 117/269 - Train Accuracy: 0.840, Validation Accuracy: 0.852, Loss: 0.077 Epoch 15 Batch 118/269 - Train Accuracy: 0.861, Validation Accuracy: 0.855, Loss: 0.067 Epoch 15 Batch 119/269 - Train Accuracy: 0.848, Validation Accuracy: 0.855, Loss: 0.070 Epoch 15 Batch 120/269 - Train Accuracy: 0.835, Validation Accuracy: 0.858, Loss: 0.079 Epoch 15 Batch 121/269 - Train Accuracy: 0.833, Validation Accuracy: 0.857, Loss: 0.069 Epoch 15 Batch 122/269 - Train Accuracy: 0.854, Validation Accuracy: 0.845, Loss: 0.067 Epoch 15 Batch 123/269 - Train Accuracy: 0.832, Validation Accuracy: 0.836, Loss: 0.073 Epoch 15 Batch 124/269 - Train Accuracy: 0.830, Validation Accuracy: 0.840, Loss: 0.073 Epoch 15 Batch 125/269 - Train Accuracy: 0.827, Validation Accuracy: 0.838, Loss: 0.075 Epoch 15 Batch 126/269 - Train Accuracy: 0.840, Validation Accuracy: 0.844, Loss: 0.070 Epoch 15 Batch 127/269 - Train Accuracy: 0.844, Validation Accuracy: 0.844, Loss: 0.074 Epoch 15 Batch 128/269 - Train Accuracy: 0.845, Validation Accuracy: 0.843, Loss: 0.076 Epoch 15 Batch 129/269 - Train Accuracy: 0.847, Validation Accuracy: 0.846, Loss: 0.074 Epoch 15 Batch 130/269 - Train Accuracy: 0.840, Validation Accuracy: 0.850, Loss: 0.076 Epoch 15 Batch 131/269 - Train Accuracy: 0.824, Validation Accuracy: 0.842, Loss: 0.076 Epoch 15 Batch 132/269 - Train Accuracy: 0.831, Validation Accuracy: 0.833, Loss: 0.079 Epoch 15 Batch 133/269 - Train Accuracy: 0.834, Validation Accuracy: 0.828, Loss: 0.071 Epoch 15 Batch 134/269 - Train Accuracy: 0.838, Validation Accuracy: 0.828, Loss: 0.078 Epoch 15 Batch 135/269 - Train Accuracy: 0.840, Validation Accuracy: 0.830, Loss: 0.075 Epoch 15 Batch 136/269 - Train Accuracy: 0.838, Validation Accuracy: 0.837, Loss: 0.077 Epoch 15 Batch 137/269 - Train Accuracy: 0.849, Validation Accuracy: 0.841, Loss: 0.076 Epoch 15 Batch 138/269 - Train Accuracy: 0.821, Validation Accuracy: 0.843, Loss: 0.081 Epoch 15 Batch 139/269 - Train Accuracy: 0.859, Validation Accuracy: 0.849, Loss: 0.069 Epoch 15 Batch 140/269 - Train Accuracy: 0.847, Validation Accuracy: 0.855, Loss: 0.079 Epoch 15 Batch 141/269 - Train Accuracy: 0.846, Validation Accuracy: 0.850, Loss: 0.076 Epoch 15 Batch 142/269 - Train Accuracy: 0.845, Validation Accuracy: 0.849, Loss: 0.072 Epoch 15 Batch 143/269 - Train Accuracy: 0.860, Validation Accuracy: 0.849, Loss: 0.068 Epoch 15 Batch 144/269 - Train Accuracy: 0.852, Validation Accuracy: 0.845, Loss: 0.067 Epoch 15 Batch 145/269 - Train Accuracy: 0.850, Validation Accuracy: 0.841, Loss: 0.072 Epoch 15 Batch 146/269 - Train Accuracy: 0.878, Validation Accuracy: 0.846, Loss: 0.068 Epoch 15 Batch 147/269 - Train Accuracy: 0.849, Validation Accuracy: 0.842, Loss: 0.073 Epoch 15 Batch 148/269 - Train Accuracy: 0.857, Validation Accuracy: 0.849, Loss: 0.074 Epoch 15 Batch 149/269 - Train Accuracy: 0.843, Validation Accuracy: 0.846, Loss: 0.079 Epoch 15 Batch 150/269 - Train Accuracy: 0.852, Validation Accuracy: 0.845, Loss: 0.076 Epoch 15 Batch 151/269 - Train Accuracy: 0.867, Validation Accuracy: 0.854, Loss: 0.069 Epoch 15 Batch 152/269 - Train Accuracy: 0.846, Validation Accuracy: 0.857, Loss: 0.070 Epoch 15 Batch 153/269 - Train Accuracy: 0.854, Validation Accuracy: 0.844, Loss: 0.067 Epoch 15 Batch 154/269 - Train Accuracy: 0.851, Validation Accuracy: 0.839, Loss: 0.073 Epoch 15 Batch 155/269 - Train Accuracy: 0.855, Validation Accuracy: 0.843, Loss: 0.070 Epoch 15 Batch 156/269 - Train Accuracy: 0.828, Validation Accuracy: 0.847, Loss: 0.076 Epoch 15 Batch 157/269 - Train Accuracy: 0.836, Validation Accuracy: 0.845, Loss: 0.069 Epoch 15 Batch 158/269 - Train Accuracy: 0.830, Validation Accuracy: 0.841, Loss: 0.069 Epoch 15 Batch 159/269 - Train Accuracy: 0.849, Validation Accuracy: 0.850, Loss: 0.071 Epoch 15 Batch 160/269 - Train Accuracy: 0.857, Validation Accuracy: 0.856, Loss: 0.069 Epoch 15 Batch 161/269 - Train Accuracy: 0.864, Validation Accuracy: 0.856, Loss: 0.068 Epoch 15 Batch 162/269 - Train Accuracy: 0.848, Validation Accuracy: 0.859, Loss: 0.071 Epoch 15 Batch 163/269 - Train Accuracy: 0.864, Validation Accuracy: 0.854, Loss: 0.071 Epoch 15 Batch 164/269 - Train Accuracy: 0.854, Validation Accuracy: 0.849, Loss: 0.075 Epoch 15 Batch 165/269 - Train Accuracy: 0.856, Validation Accuracy: 0.842, Loss: 0.071 Epoch 15 Batch 166/269 - Train Accuracy: 0.845, Validation Accuracy: 0.837, Loss: 0.070 Epoch 15 Batch 167/269 - Train Accuracy: 0.851, Validation Accuracy: 0.842, Loss: 0.066 Epoch 15 Batch 168/269 - Train Accuracy: 0.854, Validation Accuracy: 0.842, Loss: 0.071 Epoch 15 Batch 169/269 - Train Accuracy: 0.845, Validation Accuracy: 0.845, Loss: 0.067 Epoch 15 Batch 170/269 - Train Accuracy: 0.847, Validation Accuracy: 0.847, Loss: 0.073 Epoch 15 Batch 171/269 - Train Accuracy: 0.848, Validation Accuracy: 0.845, Loss: 0.075 Epoch 15 Batch 172/269 - Train Accuracy: 0.826, Validation Accuracy: 0.846, Loss: 0.076 Epoch 15 Batch 173/269 - Train Accuracy: 0.850, Validation Accuracy: 0.837, Loss: 0.070 Epoch 15 Batch 174/269 - Train Accuracy: 0.841, Validation Accuracy: 0.837, Loss: 0.071 Epoch 15 Batch 175/269 - Train Accuracy: 0.836, Validation Accuracy: 0.839, Loss: 0.077 Epoch 15 Batch 176/269 - Train Accuracy: 0.826, Validation Accuracy: 0.838, Loss: 0.072 Epoch 15 Batch 177/269 - Train Accuracy: 0.849, Validation Accuracy: 0.845, Loss: 0.065 Epoch 15 Batch 178/269 - Train Accuracy: 0.848, Validation Accuracy: 0.850, Loss: 0.065 Epoch 15 Batch 179/269 - Train Accuracy: 0.861, Validation Accuracy: 0.856, Loss: 0.072 Epoch 15 Batch 180/269 - Train Accuracy: 0.858, Validation Accuracy: 0.860, Loss: 0.069 Epoch 15 Batch 181/269 - Train Accuracy: 0.842, Validation Accuracy: 0.855, Loss: 0.074 Epoch 15 Batch 182/269 - Train Accuracy: 0.863, Validation Accuracy: 0.857, Loss: 0.070 Epoch 15 Batch 183/269 - Train Accuracy: 0.865, Validation Accuracy: 0.855, Loss: 0.059 Epoch 15 Batch 184/269 - Train Accuracy: 0.842, Validation Accuracy: 0.853, Loss: 0.076 Epoch 15 Batch 185/269 - Train Accuracy: 0.844, Validation Accuracy: 0.848, Loss: 0.067 Epoch 15 Batch 186/269 - Train Accuracy: 0.841, Validation Accuracy: 0.845, Loss: 0.068 Epoch 15 Batch 187/269 - Train Accuracy: 0.846, Validation Accuracy: 0.842, Loss: 0.068 Epoch 15 Batch 188/269 - Train Accuracy: 0.848, Validation Accuracy: 0.843, Loss: 0.064 Epoch 15 Batch 189/269 - Train Accuracy: 0.848, Validation Accuracy: 0.847, Loss: 0.073 Epoch 15 Batch 190/269 - Train Accuracy: 0.841, Validation Accuracy: 0.846, Loss: 0.067 Epoch 15 Batch 191/269 - Train Accuracy: 0.865, Validation Accuracy: 0.841, Loss: 0.065 Epoch 15 Batch 192/269 - Train Accuracy: 0.849, Validation Accuracy: 0.841, Loss: 0.068 Epoch 15 Batch 193/269 - Train Accuracy: 0.853, Validation Accuracy: 0.848, Loss: 0.070 Epoch 15 Batch 194/269 - Train Accuracy: 0.860, Validation Accuracy: 0.852, Loss: 0.069 Epoch 15 Batch 195/269 - Train Accuracy: 0.849, Validation Accuracy: 0.853, Loss: 0.068 Epoch 15 Batch 196/269 - Train Accuracy: 0.834, Validation Accuracy: 0.851, Loss: 0.073 Epoch 15 Batch 197/269 - Train Accuracy: 0.824, Validation Accuracy: 0.846, Loss: 0.073 Epoch 15 Batch 198/269 - Train Accuracy: 0.828, Validation Accuracy: 0.841, Loss: 0.072 Epoch 15 Batch 199/269 - Train Accuracy: 0.851, Validation Accuracy: 0.832, Loss: 0.072 Epoch 15 Batch 200/269 - Train Accuracy: 0.854, Validation Accuracy: 0.840, Loss: 0.069 Epoch 15 Batch 201/269 - Train Accuracy: 0.850, Validation Accuracy: 0.853, Loss: 0.068 Epoch 15 Batch 202/269 - Train Accuracy: 0.847, Validation Accuracy: 0.862, Loss: 0.071 Epoch 15 Batch 203/269 - Train Accuracy: 0.851, Validation Accuracy: 0.860, Loss: 0.074 Epoch 15 Batch 204/269 - Train Accuracy: 0.850, Validation Accuracy: 0.856, Loss: 0.072 Epoch 15 Batch 205/269 - Train Accuracy: 0.835, Validation Accuracy: 0.839, Loss: 0.068 Epoch 15 Batch 206/269 - Train Accuracy: 0.832, Validation Accuracy: 0.836, Loss: 0.073 Epoch 15 Batch 207/269 - Train Accuracy: 0.855, Validation Accuracy: 0.842, Loss: 0.065 Epoch 15 Batch 208/269 - Train Accuracy: 0.855, Validation Accuracy: 0.843, Loss: 0.072 Epoch 15 Batch 209/269 - Train Accuracy: 0.849, Validation Accuracy: 0.846, Loss: 0.067 Epoch 15 Batch 210/269 - Train Accuracy: 0.850, Validation Accuracy: 0.851, Loss: 0.068 Epoch 15 Batch 211/269 - Train Accuracy: 0.848, Validation Accuracy: 0.851, Loss: 0.073 Epoch 15 Batch 212/269 - Train Accuracy: 0.845, Validation Accuracy: 0.852, Loss: 0.071 Epoch 15 Batch 213/269 - Train Accuracy: 0.832, Validation Accuracy: 0.846, Loss: 0.072 Epoch 15 Batch 214/269 - Train Accuracy: 0.841, Validation Accuracy: 0.843, Loss: 0.070 Epoch 15 Batch 215/269 - Train Accuracy: 0.846, Validation Accuracy: 0.839, Loss: 0.072 Epoch 15 Batch 216/269 - Train Accuracy: 0.836, Validation Accuracy: 0.836, Loss: 0.081 Epoch 15 Batch 217/269 - Train Accuracy: 0.833, Validation Accuracy: 0.841, Loss: 0.072 Epoch 15 Batch 218/269 - Train Accuracy: 0.859, Validation Accuracy: 0.838, Loss: 0.069 Epoch 15 Batch 219/269 - Train Accuracy: 0.864, Validation Accuracy: 0.843, Loss: 0.066 Epoch 15 Batch 220/269 - Train Accuracy: 0.847, Validation Accuracy: 0.837, Loss: 0.065 Epoch 15 Batch 221/269 - Train Accuracy: 0.864, Validation Accuracy: 0.837, Loss: 0.064 Epoch 15 Batch 222/269 - Train Accuracy: 0.850, Validation Accuracy: 0.838, Loss: 0.067 Epoch 15 Batch 223/269 - Train Accuracy: 0.845, Validation Accuracy: 0.840, Loss: 0.067 Epoch 15 Batch 224/269 - Train Accuracy: 0.861, Validation Accuracy: 0.846, Loss: 0.071 Epoch 15 Batch 225/269 - Train Accuracy: 0.831, Validation Accuracy: 0.848, Loss: 0.071 Epoch 15 Batch 226/269 - Train Accuracy: 0.840, Validation Accuracy: 0.846, Loss: 0.071 Epoch 15 Batch 227/269 - Train Accuracy: 0.868, Validation Accuracy: 0.839, Loss: 0.064 Epoch 15 Batch 228/269 - Train Accuracy: 0.842, Validation Accuracy: 0.841, Loss: 0.068 Epoch 15 Batch 229/269 - Train Accuracy: 0.853, Validation Accuracy: 0.832, Loss: 0.065 Epoch 15 Batch 230/269 - Train Accuracy: 0.831, Validation Accuracy: 0.836, Loss: 0.071 Epoch 15 Batch 231/269 - Train Accuracy: 0.823, Validation Accuracy: 0.848, Loss: 0.076 Epoch 15 Batch 232/269 - Train Accuracy: 0.835, Validation Accuracy: 0.858, Loss: 0.074 Epoch 15 Batch 233/269 - Train Accuracy: 0.845, Validation Accuracy: 0.847, Loss: 0.072 Epoch 15 Batch 234/269 - Train Accuracy: 0.847, Validation Accuracy: 0.843, Loss: 0.067 Epoch 15 Batch 235/269 - Train Accuracy: 0.877, Validation Accuracy: 0.844, Loss: 0.058 Epoch 15 Batch 236/269 - Train Accuracy: 0.862, Validation Accuracy: 0.845, Loss: 0.065 Epoch 15 Batch 237/269 - Train Accuracy: 0.854, Validation Accuracy: 0.844, Loss: 0.072 Epoch 15 Batch 238/269 - Train Accuracy: 0.837, Validation Accuracy: 0.843, Loss: 0.067 Epoch 15 Batch 239/269 - Train Accuracy: 0.862, Validation Accuracy: 0.830, Loss: 0.063 Epoch 15 Batch 240/269 - Train Accuracy: 0.861, Validation Accuracy: 0.833, Loss: 0.060 Epoch 15 Batch 241/269 - Train Accuracy: 0.848, Validation Accuracy: 0.843, Loss: 0.068 Epoch 15 Batch 242/269 - Train Accuracy: 0.850, Validation Accuracy: 0.841, Loss: 0.067 Epoch 15 Batch 243/269 - Train Accuracy: 0.865, Validation Accuracy: 0.847, Loss: 0.062 Epoch 15 Batch 244/269 - Train Accuracy: 0.819, Validation Accuracy: 0.848, Loss: 0.076 Epoch 15 Batch 245/269 - Train Accuracy: 0.839, Validation Accuracy: 0.852, Loss: 0.067 Epoch 15 Batch 246/269 - Train Accuracy: 0.831, Validation Accuracy: 0.848, Loss: 0.068 Epoch 15 Batch 247/269 - Train Accuracy: 0.856, Validation Accuracy: 0.853, Loss: 0.068 Epoch 15 Batch 248/269 - Train Accuracy: 0.856, Validation Accuracy: 0.846, Loss: 0.067 Epoch 15 Batch 249/269 - Train Accuracy: 0.862, Validation Accuracy: 0.849, Loss: 0.060 Epoch 15 Batch 250/269 - Train Accuracy: 0.851, Validation Accuracy: 0.851, Loss: 0.068 Epoch 15 Batch 251/269 - Train Accuracy: 0.876, Validation Accuracy: 0.849, Loss: 0.064 Epoch 15 Batch 252/269 - Train Accuracy: 0.860, Validation Accuracy: 0.852, Loss: 0.071 Epoch 15 Batch 253/269 - Train Accuracy: 0.840, Validation Accuracy: 0.854, Loss: 0.071 Epoch 15 Batch 254/269 - Train Accuracy: 0.834, Validation Accuracy: 0.853, Loss: 0.070 Epoch 15 Batch 255/269 - Train Accuracy: 0.879, Validation Accuracy: 0.853, Loss: 0.060 Epoch 15 Batch 256/269 - Train Accuracy: 0.829, Validation Accuracy: 0.849, Loss: 0.066 Epoch 15 Batch 257/269 - Train Accuracy: 0.830, Validation Accuracy: 0.850, Loss: 0.074 Epoch 15 Batch 258/269 - Train Accuracy: 0.842, Validation Accuracy: 0.852, Loss: 0.067 Epoch 15 Batch 259/269 - Train Accuracy: 0.865, Validation Accuracy: 0.851, Loss: 0.065 Epoch 15 Batch 260/269 - Train Accuracy: 0.856, Validation Accuracy: 0.851, Loss: 0.072 Epoch 15 Batch 261/269 - Train Accuracy: 0.848, Validation Accuracy: 0.860, Loss: 0.070 Epoch 15 Batch 262/269 - Train Accuracy: 0.849, Validation Accuracy: 0.859, Loss: 0.065 Epoch 15 Batch 263/269 - Train Accuracy: 0.851, Validation Accuracy: 0.870, Loss: 0.070 Epoch 15 Batch 264/269 - Train Accuracy: 0.843, Validation Accuracy: 0.863, Loss: 0.072 Epoch 15 Batch 265/269 - Train Accuracy: 0.839, Validation Accuracy: 0.852, Loss: 0.072 Epoch 15 Batch 266/269 - Train Accuracy: 0.848, Validation Accuracy: 0.847, Loss: 0.067 Epoch 15 Batch 267/269 - Train Accuracy: 0.848, Validation Accuracy: 0.848, Loss: 0.068 Epoch 16 Batch 0/269 - Train Accuracy: 0.850, Validation Accuracy: 0.854, Loss: 0.072 Epoch 16 Batch 1/269 - Train Accuracy: 0.853, Validation Accuracy: 0.854, Loss: 0.069 Epoch 16 Batch 2/269 - Train Accuracy: 0.842, Validation Accuracy: 0.851, Loss: 0.068 Epoch 16 Batch 3/269 - Train Accuracy: 0.859, Validation Accuracy: 0.847, Loss: 0.067 Epoch 16 Batch 4/269 - Train Accuracy: 0.829, Validation Accuracy: 0.844, Loss: 0.074 Epoch 16 Batch 5/269 - Train Accuracy: 0.835, Validation Accuracy: 0.843, Loss: 0.074 Epoch 16 Batch 6/269 - Train Accuracy: 0.850, Validation Accuracy: 0.833, Loss: 0.070 Epoch 16 Batch 7/269 - Train Accuracy: 0.850, Validation Accuracy: 0.831, Loss: 0.065 Epoch 16 Batch 8/269 - Train Accuracy: 0.843, Validation Accuracy: 0.836, Loss: 0.073 Epoch 16 Batch 9/269 - Train Accuracy: 0.836, Validation Accuracy: 0.846, Loss: 0.074 Epoch 16 Batch 10/269 - Train Accuracy: 0.851, Validation Accuracy: 0.848, Loss: 0.072 Epoch 16 Batch 11/269 - Train Accuracy: 0.849, Validation Accuracy: 0.850, Loss: 0.074 Epoch 16 Batch 12/269 - Train Accuracy: 0.830, Validation Accuracy: 0.853, Loss: 0.070 Epoch 16 Batch 13/269 - Train Accuracy: 0.865, Validation Accuracy: 0.850, Loss: 0.064 Epoch 16 Batch 14/269 - Train Accuracy: 0.849, Validation Accuracy: 0.846, Loss: 0.067 Epoch 16 Batch 15/269 - Train Accuracy: 0.857, Validation Accuracy: 0.848, Loss: 0.064 Epoch 16 Batch 16/269 - Train Accuracy: 0.845, Validation Accuracy: 0.848, Loss: 0.071 Epoch 16 Batch 17/269 - Train Accuracy: 0.861, Validation Accuracy: 0.851, Loss: 0.066 Epoch 16 Batch 18/269 - Train Accuracy: 0.862, Validation Accuracy: 0.847, Loss: 0.072 Epoch 16 Batch 19/269 - Train Accuracy: 0.861, Validation Accuracy: 0.852, Loss: 0.061 Epoch 16 Batch 20/269 - Train Accuracy: 0.837, Validation Accuracy: 0.859, Loss: 0.071 Epoch 16 Batch 21/269 - Train Accuracy: 0.844, Validation Accuracy: 0.859, Loss: 0.076 Epoch 16 Batch 22/269 - Train Accuracy: 0.851, Validation Accuracy: 0.857, Loss: 0.069 Epoch 16 Batch 23/269 - Train Accuracy: 0.843, Validation Accuracy: 0.850, Loss: 0.068 Epoch 16 Batch 24/269 - Train Accuracy: 0.851, Validation Accuracy: 0.846, Loss: 0.071 Epoch 16 Batch 25/269 - Train Accuracy: 0.842, Validation Accuracy: 0.851, Loss: 0.072 Epoch 16 Batch 26/269 - Train Accuracy: 0.851, Validation Accuracy: 0.834, Loss: 0.067 Epoch 16 Batch 27/269 - Train Accuracy: 0.840, Validation Accuracy: 0.828, Loss: 0.068 Epoch 16 Batch 28/269 - Train Accuracy: 0.826, Validation Accuracy: 0.832, Loss: 0.075 Epoch 16 Batch 29/269 - Train Accuracy: 0.830, Validation Accuracy: 0.845, Loss: 0.068 Epoch 16 Batch 30/269 - Train Accuracy: 0.853, Validation Accuracy: 0.854, Loss: 0.066 Epoch 16 Batch 31/269 - Train Accuracy: 0.860, Validation Accuracy: 0.852, Loss: 0.059 Epoch 16 Batch 32/269 - Train Accuracy: 0.863, Validation Accuracy: 0.848, Loss: 0.061 Epoch 16 Batch 33/269 - Train Accuracy: 0.856, Validation Accuracy: 0.846, Loss: 0.064 Epoch 16 Batch 34/269 - Train Accuracy: 0.841, Validation Accuracy: 0.851, Loss: 0.071 Epoch 16 Batch 35/269 - Train Accuracy: 0.859, Validation Accuracy: 0.857, Loss: 0.075 Epoch 16 Batch 36/269 - Train Accuracy: 0.855, Validation Accuracy: 0.853, Loss: 0.069 Epoch 16 Batch 37/269 - Train Accuracy: 0.855, Validation Accuracy: 0.845, Loss: 0.066 Epoch 16 Batch 38/269 - Train Accuracy: 0.842, Validation Accuracy: 0.845, Loss: 0.066 Epoch 16 Batch 39/269 - Train Accuracy: 0.869, Validation Accuracy: 0.856, Loss: 0.066 Epoch 16 Batch 40/269 - Train Accuracy: 0.850, Validation Accuracy: 0.864, Loss: 0.068 Epoch 16 Batch 41/269 - Train Accuracy: 0.849, Validation Accuracy: 0.862, Loss: 0.066 Epoch 16 Batch 42/269 - Train Accuracy: 0.854, Validation Accuracy: 0.856, Loss: 0.063 Epoch 16 Batch 43/269 - Train Accuracy: 0.854, Validation Accuracy: 0.864, Loss: 0.065 Epoch 16 Batch 44/269 - Train Accuracy: 0.863, Validation Accuracy: 0.858, Loss: 0.067 Epoch 16 Batch 45/269 - Train Accuracy: 0.851, Validation Accuracy: 0.858, Loss: 0.066 Epoch 16 Batch 46/269 - Train Accuracy: 0.854, Validation Accuracy: 0.855, Loss: 0.063 Epoch 16 Batch 47/269 - Train Accuracy: 0.874, Validation Accuracy: 0.858, Loss: 0.058 Epoch 16 Batch 48/269 - Train Accuracy: 0.861, Validation Accuracy: 0.854, Loss: 0.060 Epoch 16 Batch 49/269 - Train Accuracy: 0.858, Validation Accuracy: 0.856, Loss: 0.065 Epoch 16 Batch 50/269 - Train Accuracy: 0.852, Validation Accuracy: 0.860, Loss: 0.069 Epoch 16 Batch 51/269 - Train Accuracy: 0.851, Validation Accuracy: 0.854, Loss: 0.069 Epoch 16 Batch 52/269 - Train Accuracy: 0.827, Validation Accuracy: 0.841, Loss: 0.065 Epoch 16 Batch 53/269 - Train Accuracy: 0.859, Validation Accuracy: 0.836, Loss: 0.064 Epoch 16 Batch 54/269 - Train Accuracy: 0.854, Validation Accuracy: 0.836, Loss: 0.061 Epoch 16 Batch 55/269 - Train Accuracy: 0.842, Validation Accuracy: 0.844, Loss: 0.068 Epoch 16 Batch 56/269 - Train Accuracy: 0.852, Validation Accuracy: 0.850, Loss: 0.064 Epoch 16 Batch 57/269 - Train Accuracy: 0.855, Validation Accuracy: 0.855, Loss: 0.065 Epoch 16 Batch 58/269 - Train Accuracy: 0.845, Validation Accuracy: 0.851, Loss: 0.065 Epoch 16 Batch 59/269 - Train Accuracy: 0.873, Validation Accuracy: 0.850, Loss: 0.061 Epoch 16 Batch 60/269 - Train Accuracy: 0.852, Validation Accuracy: 0.846, Loss: 0.066 Epoch 16 Batch 61/269 - Train Accuracy: 0.865, Validation Accuracy: 0.843, Loss: 0.059 Epoch 16 Batch 62/269 - Train Accuracy: 0.844, Validation Accuracy: 0.841, Loss: 0.065 Epoch 16 Batch 63/269 - Train Accuracy: 0.851, Validation Accuracy: 0.844, Loss: 0.069 Epoch 16 Batch 64/269 - Train Accuracy: 0.846, Validation Accuracy: 0.845, Loss: 0.064 Epoch 16 Batch 65/269 - Train Accuracy: 0.850, Validation Accuracy: 0.851, Loss: 0.065 Epoch 16 Batch 66/269 - Train Accuracy: 0.847, Validation Accuracy: 0.855, Loss: 0.066 Epoch 16 Batch 67/269 - Train Accuracy: 0.846, Validation Accuracy: 0.849, Loss: 0.071 Epoch 16 Batch 68/269 - Train Accuracy: 0.832, Validation Accuracy: 0.846, Loss: 0.070 Epoch 16 Batch 69/269 - Train Accuracy: 0.835, Validation Accuracy: 0.843, Loss: 0.072 Epoch 16 Batch 70/269 - Train Accuracy: 0.875, Validation Accuracy: 0.842, Loss: 0.060 Epoch 16 Batch 71/269 - Train Accuracy: 0.849, Validation Accuracy: 0.849, Loss: 0.074 Epoch 16 Batch 72/269 - Train Accuracy: 0.867, Validation Accuracy: 0.854, Loss: 0.066 Epoch 16 Batch 73/269 - Train Accuracy: 0.855, Validation Accuracy: 0.852, Loss: 0.063 Epoch 16 Batch 74/269 - Train Accuracy: 0.867, Validation Accuracy: 0.842, Loss: 0.062 Epoch 16 Batch 75/269 - Train Accuracy: 0.845, Validation Accuracy: 0.828, Loss: 0.065 Epoch 16 Batch 76/269 - Train Accuracy: 0.835, Validation Accuracy: 0.823, Loss: 0.066 Epoch 16 Batch 77/269 - Train Accuracy: 0.858, Validation Accuracy: 0.839, Loss: 0.067 Epoch 16 Batch 78/269 - Train Accuracy: 0.853, Validation Accuracy: 0.862, Loss: 0.065 Epoch 16 Batch 79/269 - Train Accuracy: 0.839, Validation Accuracy: 0.861, Loss: 0.067 Epoch 16 Batch 80/269 - Train Accuracy: 0.861, Validation Accuracy: 0.856, Loss: 0.061 Epoch 16 Batch 81/269 - Train Accuracy: 0.867, Validation Accuracy: 0.856, Loss: 0.067 Epoch 16 Batch 82/269 - Train Accuracy: 0.866, Validation Accuracy: 0.860, Loss: 0.057 Epoch 16 Batch 83/269 - Train Accuracy: 0.848, Validation Accuracy: 0.850, Loss: 0.072 Epoch 16 Batch 84/269 - Train Accuracy: 0.848, Validation Accuracy: 0.847, Loss: 0.064 Epoch 16 Batch 85/269 - Train Accuracy: 0.855, Validation Accuracy: 0.852, Loss: 0.065 Epoch 16 Batch 86/269 - Train Accuracy: 0.837, Validation Accuracy: 0.853, Loss: 0.068 Epoch 16 Batch 87/269 - Train Accuracy: 0.854, Validation Accuracy: 0.854, Loss: 0.066 Epoch 16 Batch 88/269 - Train Accuracy: 0.859, Validation Accuracy: 0.856, Loss: 0.064 Epoch 16 Batch 89/269 - Train Accuracy: 0.864, Validation Accuracy: 0.859, Loss: 0.064 Epoch 16 Batch 90/269 - Train Accuracy: 0.843, Validation Accuracy: 0.854, Loss: 0.070 Epoch 16 Batch 91/269 - Train Accuracy: 0.841, Validation Accuracy: 0.853, Loss: 0.065 Epoch 16 Batch 92/269 - Train Accuracy: 0.859, Validation Accuracy: 0.850, Loss: 0.065 Epoch 16 Batch 93/269 - Train Accuracy: 0.857, Validation Accuracy: 0.856, Loss: 0.064 Epoch 16 Batch 94/269 - Train Accuracy: 0.845, Validation Accuracy: 0.857, Loss: 0.071 Epoch 16 Batch 95/269 - Train Accuracy: 0.856, Validation Accuracy: 0.847, Loss: 0.065 Epoch 16 Batch 96/269 - Train Accuracy: 0.836, Validation Accuracy: 0.848, Loss: 0.069 Epoch 16 Batch 97/269 - Train Accuracy: 0.840, Validation Accuracy: 0.849, Loss: 0.067 Epoch 16 Batch 98/269 - Train Accuracy: 0.854, Validation Accuracy: 0.850, Loss: 0.066 Epoch 16 Batch 99/269 - Train Accuracy: 0.837, Validation Accuracy: 0.858, Loss: 0.066 Epoch 16 Batch 100/269 - Train Accuracy: 0.887, Validation Accuracy: 0.850, Loss: 0.062 Epoch 16 Batch 101/269 - Train Accuracy: 0.831, Validation Accuracy: 0.851, Loss: 0.071 Epoch 16 Batch 102/269 - Train Accuracy: 0.860, Validation Accuracy: 0.851, Loss: 0.063 Epoch 16 Batch 103/269 - Train Accuracy: 0.844, Validation Accuracy: 0.845, Loss: 0.066 Epoch 16 Batch 104/269 - Train Accuracy: 0.850, Validation Accuracy: 0.830, Loss: 0.061 Epoch 16 Batch 105/269 - Train Accuracy: 0.846, Validation Accuracy: 0.828, Loss: 0.066 Epoch 16 Batch 106/269 - Train Accuracy: 0.852, Validation Accuracy: 0.821, Loss: 0.063 Epoch 16 Batch 107/269 - Train Accuracy: 0.855, Validation Accuracy: 0.844, Loss: 0.065 Epoch 16 Batch 108/269 - Train Accuracy: 0.857, Validation Accuracy: 0.860, Loss: 0.065 Epoch 16 Batch 109/269 - Train Accuracy: 0.824, Validation Accuracy: 0.862, Loss: 0.073 Epoch 16 Batch 110/269 - Train Accuracy: 0.854, Validation Accuracy: 0.855, Loss: 0.063 Epoch 16 Batch 111/269 - Train Accuracy: 0.836, Validation Accuracy: 0.845, Loss: 0.068 Epoch 16 Batch 112/269 - Train Accuracy: 0.854, Validation Accuracy: 0.833, Loss: 0.064 Epoch 16 Batch 113/269 - Train Accuracy: 0.860, Validation Accuracy: 0.828, Loss: 0.066 Epoch 16 Batch 114/269 - Train Accuracy: 0.853, Validation Accuracy: 0.828, Loss: 0.062 Epoch 16 Batch 115/269 - Train Accuracy: 0.832, Validation Accuracy: 0.841, Loss: 0.066 Epoch 16 Batch 116/269 - Train Accuracy: 0.853, Validation Accuracy: 0.848, Loss: 0.065 Epoch 16 Batch 117/269 - Train Accuracy: 0.848, Validation Accuracy: 0.859, Loss: 0.066 Epoch 16 Batch 118/269 - Train Accuracy: 0.866, Validation Accuracy: 0.858, Loss: 0.059 Epoch 16 Batch 119/269 - Train Accuracy: 0.858, Validation Accuracy: 0.857, Loss: 0.063 Epoch 16 Batch 120/269 - Train Accuracy: 0.851, Validation Accuracy: 0.860, Loss: 0.070 Epoch 16 Batch 121/269 - Train Accuracy: 0.840, Validation Accuracy: 0.859, Loss: 0.061 Epoch 16 Batch 122/269 - Train Accuracy: 0.866, Validation Accuracy: 0.851, Loss: 0.061 Epoch 16 Batch 123/269 - Train Accuracy: 0.848, Validation Accuracy: 0.843, Loss: 0.064 Epoch 16 Batch 124/269 - Train Accuracy: 0.844, Validation Accuracy: 0.844, Loss: 0.064 Epoch 16 Batch 125/269 - Train Accuracy: 0.840, Validation Accuracy: 0.845, Loss: 0.066 Epoch 16 Batch 126/269 - Train Accuracy: 0.842, Validation Accuracy: 0.850, Loss: 0.063 Epoch 16 Batch 127/269 - Train Accuracy: 0.851, Validation Accuracy: 0.854, Loss: 0.064 Epoch 16 Batch 128/269 - Train Accuracy: 0.842, Validation Accuracy: 0.854, Loss: 0.065 Epoch 16 Batch 129/269 - Train Accuracy: 0.853, Validation Accuracy: 0.856, Loss: 0.064 Epoch 16 Batch 130/269 - Train Accuracy: 0.846, Validation Accuracy: 0.854, Loss: 0.069 Epoch 16 Batch 131/269 - Train Accuracy: 0.836, Validation Accuracy: 0.853, Loss: 0.066 Epoch 16 Batch 132/269 - Train Accuracy: 0.858, Validation Accuracy: 0.851, Loss: 0.064 Epoch 16 Batch 133/269 - Train Accuracy: 0.847, Validation Accuracy: 0.851, Loss: 0.060 Epoch 16 Batch 134/269 - Train Accuracy: 0.859, Validation Accuracy: 0.849, Loss: 0.064 Epoch 16 Batch 135/269 - Train Accuracy: 0.837, Validation Accuracy: 0.849, Loss: 0.065 Epoch 16 Batch 136/269 - Train Accuracy: 0.845, Validation Accuracy: 0.855, Loss: 0.069 Epoch 16 Batch 137/269 - Train Accuracy: 0.853, Validation Accuracy: 0.855, Loss: 0.070 Epoch 16 Batch 138/269 - Train Accuracy: 0.839, Validation Accuracy: 0.852, Loss: 0.065 Epoch 16 Batch 139/269 - Train Accuracy: 0.870, Validation Accuracy: 0.857, Loss: 0.057 Epoch 16 Batch 140/269 - Train Accuracy: 0.854, Validation Accuracy: 0.862, Loss: 0.063 Epoch 16 Batch 141/269 - Train Accuracy: 0.858, Validation Accuracy: 0.858, Loss: 0.062 Epoch 16 Batch 142/269 - Train Accuracy: 0.867, Validation Accuracy: 0.854, Loss: 0.057 Epoch 16 Batch 143/269 - Train Accuracy: 0.857, Validation Accuracy: 0.853, Loss: 0.059 Epoch 16 Batch 144/269 - Train Accuracy: 0.861, Validation Accuracy: 0.862, Loss: 0.057 Epoch 16 Batch 145/269 - Train Accuracy: 0.858, Validation Accuracy: 0.864, Loss: 0.061 Epoch 16 Batch 146/269 - Train Accuracy: 0.864, Validation Accuracy: 0.858, Loss: 0.054 Epoch 16 Batch 147/269 - Train Accuracy: 0.844, Validation Accuracy: 0.855, Loss: 0.064 Epoch 16 Batch 148/269 - Train Accuracy: 0.866, Validation Accuracy: 0.856, Loss: 0.061 Epoch 16 Batch 149/269 - Train Accuracy: 0.853, Validation Accuracy: 0.855, Loss: 0.069 Epoch 16 Batch 150/269 - Train Accuracy: 0.852, Validation Accuracy: 0.857, Loss: 0.065 Epoch 16 Batch 151/269 - Train Accuracy: 0.882, Validation Accuracy: 0.854, Loss: 0.060 Epoch 16 Batch 152/269 - Train Accuracy: 0.856, Validation Accuracy: 0.856, Loss: 0.064 Epoch 16 Batch 153/269 - Train Accuracy: 0.859, Validation Accuracy: 0.850, Loss: 0.058 Epoch 16 Batch 154/269 - Train Accuracy: 0.854, Validation Accuracy: 0.854, Loss: 0.065 Epoch 16 Batch 155/269 - Train Accuracy: 0.856, Validation Accuracy: 0.851, Loss: 0.060 Epoch 16 Batch 156/269 - Train Accuracy: 0.846, Validation Accuracy: 0.851, Loss: 0.063 Epoch 16 Batch 157/269 - Train Accuracy: 0.852, Validation Accuracy: 0.850, Loss: 0.062 Epoch 16 Batch 158/269 - Train Accuracy: 0.848, Validation Accuracy: 0.848, Loss: 0.060 Epoch 16 Batch 159/269 - Train Accuracy: 0.855, Validation Accuracy: 0.856, Loss: 0.061 Epoch 16 Batch 160/269 - Train Accuracy: 0.863, Validation Accuracy: 0.866, Loss: 0.057 Epoch 16 Batch 161/269 - Train Accuracy: 0.875, Validation Accuracy: 0.866, Loss: 0.057 Epoch 16 Batch 162/269 - Train Accuracy: 0.864, Validation Accuracy: 0.864, Loss: 0.060 Epoch 16 Batch 163/269 - Train Accuracy: 0.873, Validation Accuracy: 0.864, Loss: 0.059 Epoch 16 Batch 164/269 - Train Accuracy: 0.864, Validation Accuracy: 0.862, Loss: 0.062 Epoch 16 Batch 165/269 - Train Accuracy: 0.861, Validation Accuracy: 0.853, Loss: 0.059 Epoch 16 Batch 166/269 - Train Accuracy: 0.870, Validation Accuracy: 0.851, Loss: 0.057 Epoch 16 Batch 167/269 - Train Accuracy: 0.858, Validation Accuracy: 0.850, Loss: 0.060 Epoch 16 Batch 168/269 - Train Accuracy: 0.863, Validation Accuracy: 0.865, Loss: 0.059 Epoch 16 Batch 169/269 - Train Accuracy: 0.856, Validation Accuracy: 0.866, Loss: 0.056 Epoch 16 Batch 170/269 - Train Accuracy: 0.858, Validation Accuracy: 0.866, Loss: 0.056 Epoch 16 Batch 171/269 - Train Accuracy: 0.852, Validation Accuracy: 0.860, Loss: 0.064 Epoch 16 Batch 172/269 - Train Accuracy: 0.840, Validation Accuracy: 0.852, Loss: 0.063 Epoch 16 Batch 173/269 - Train Accuracy: 0.857, Validation Accuracy: 0.844, Loss: 0.055 Epoch 16 Batch 174/269 - Train Accuracy: 0.855, Validation Accuracy: 0.846, Loss: 0.061 Epoch 16 Batch 175/269 - Train Accuracy: 0.850, Validation Accuracy: 0.845, Loss: 0.067 Epoch 16 Batch 176/269 - Train Accuracy: 0.833, Validation Accuracy: 0.854, Loss: 0.062 Epoch 16 Batch 177/269 - Train Accuracy: 0.870, Validation Accuracy: 0.860, Loss: 0.054 Epoch 16 Batch 178/269 - Train Accuracy: 0.875, Validation Accuracy: 0.857, Loss: 0.056 Epoch 16 Batch 179/269 - Train Accuracy: 0.868, Validation Accuracy: 0.860, Loss: 0.056 Epoch 16 Batch 180/269 - Train Accuracy: 0.866, Validation Accuracy: 0.861, Loss: 0.063 Epoch 16 Batch 181/269 - Train Accuracy: 0.852, Validation Accuracy: 0.859, Loss: 0.061 Epoch 16 Batch 182/269 - Train Accuracy: 0.874, Validation Accuracy: 0.864, Loss: 0.062 Epoch 16 Batch 183/269 - Train Accuracy: 0.870, Validation Accuracy: 0.860, Loss: 0.049 Epoch 16 Batch 184/269 - Train Accuracy: 0.856, Validation Accuracy: 0.864, Loss: 0.068 Epoch 16 Batch 185/269 - Train Accuracy: 0.865, Validation Accuracy: 0.855, Loss: 0.058 Epoch 16 Batch 186/269 - Train Accuracy: 0.846, Validation Accuracy: 0.858, Loss: 0.059 Epoch 16 Batch 187/269 - Train Accuracy: 0.851, Validation Accuracy: 0.854, Loss: 0.059 Epoch 16 Batch 188/269 - Train Accuracy: 0.862, Validation Accuracy: 0.853, Loss: 0.059 Epoch 16 Batch 189/269 - Train Accuracy: 0.863, Validation Accuracy: 0.855, Loss: 0.063 Epoch 16 Batch 190/269 - Train Accuracy: 0.841, Validation Accuracy: 0.859, Loss: 0.061 Epoch 16 Batch 191/269 - Train Accuracy: 0.870, Validation Accuracy: 0.856, Loss: 0.057 Epoch 16 Batch 192/269 - Train Accuracy: 0.858, Validation Accuracy: 0.853, Loss: 0.054 Epoch 16 Batch 193/269 - Train Accuracy: 0.861, Validation Accuracy: 0.852, Loss: 0.056 Epoch 16 Batch 194/269 - Train Accuracy: 0.870, Validation Accuracy: 0.857, Loss: 0.064 Epoch 16 Batch 195/269 - Train Accuracy: 0.864, Validation Accuracy: 0.857, Loss: 0.057 Epoch 16 Batch 196/269 - Train Accuracy: 0.842, Validation Accuracy: 0.850, Loss: 0.064 Epoch 16 Batch 197/269 - Train Accuracy: 0.829, Validation Accuracy: 0.846, Loss: 0.063 Epoch 16 Batch 198/269 - Train Accuracy: 0.838, Validation Accuracy: 0.832, Loss: 0.066 Epoch 16 Batch 199/269 - Train Accuracy: 0.861, Validation Accuracy: 0.832, Loss: 0.061 Epoch 16 Batch 200/269 - Train Accuracy: 0.865, Validation Accuracy: 0.837, Loss: 0.063 Epoch 16 Batch 201/269 - Train Accuracy: 0.857, Validation Accuracy: 0.847, Loss: 0.065 Epoch 16 Batch 202/269 - Train Accuracy: 0.859, Validation Accuracy: 0.853, Loss: 0.059 Epoch 16 Batch 203/269 - Train Accuracy: 0.859, Validation Accuracy: 0.857, Loss: 0.066 Epoch 16 Batch 204/269 - Train Accuracy: 0.862, Validation Accuracy: 0.849, Loss: 0.067 Epoch 16 Batch 205/269 - Train Accuracy: 0.836, Validation Accuracy: 0.846, Loss: 0.064 Epoch 16 Batch 206/269 - Train Accuracy: 0.857, Validation Accuracy: 0.846, Loss: 0.066 Epoch 16 Batch 207/269 - Train Accuracy: 0.861, Validation Accuracy: 0.851, Loss: 0.059 Epoch 16 Batch 208/269 - Train Accuracy: 0.863, Validation Accuracy: 0.843, Loss: 0.064 Epoch 16 Batch 209/269 - Train Accuracy: 0.867, Validation Accuracy: 0.841, Loss: 0.059 Epoch 16 Batch 210/269 - Train Accuracy: 0.867, Validation Accuracy: 0.840, Loss: 0.055 Epoch 16 Batch 211/269 - Train Accuracy: 0.867, Validation Accuracy: 0.849, Loss: 0.070 Epoch 16 Batch 212/269 - Train Accuracy: 0.855, Validation Accuracy: 0.856, Loss: 0.063 Epoch 16 Batch 213/269 - Train Accuracy: 0.845, Validation Accuracy: 0.853, Loss: 0.059 Epoch 16 Batch 214/269 - Train Accuracy: 0.857, Validation Accuracy: 0.847, Loss: 0.059 Epoch 16 Batch 215/269 - Train Accuracy: 0.865, Validation Accuracy: 0.852, Loss: 0.062 Epoch 16 Batch 216/269 - Train Accuracy: 0.850, Validation Accuracy: 0.852, Loss: 0.070 Epoch 16 Batch 217/269 - Train Accuracy: 0.837, Validation Accuracy: 0.850, Loss: 0.065 Epoch 16 Batch 218/269 - Train Accuracy: 0.865, Validation Accuracy: 0.847, Loss: 0.057 Epoch 16 Batch 219/269 - Train Accuracy: 0.864, Validation Accuracy: 0.848, Loss: 0.059 Epoch 16 Batch 220/269 - Train Accuracy: 0.857, Validation Accuracy: 0.849, Loss: 0.057 Epoch 16 Batch 221/269 - Train Accuracy: 0.873, Validation Accuracy: 0.843, Loss: 0.055 Epoch 16 Batch 222/269 - Train Accuracy: 0.864, Validation Accuracy: 0.850, Loss: 0.058 Epoch 16 Batch 223/269 - Train Accuracy: 0.850, Validation Accuracy: 0.852, Loss: 0.059 Epoch 16 Batch 224/269 - Train Accuracy: 0.859, Validation Accuracy: 0.855, Loss: 0.067 Epoch 16 Batch 225/269 - Train Accuracy: 0.847, Validation Accuracy: 0.848, Loss: 0.065 Epoch 16 Batch 226/269 - Train Accuracy: 0.845, Validation Accuracy: 0.845, Loss: 0.066 Epoch 16 Batch 227/269 - Train Accuracy: 0.875, Validation Accuracy: 0.842, Loss: 0.057 Epoch 16 Batch 228/269 - Train Accuracy: 0.864, Validation Accuracy: 0.837, Loss: 0.060 Epoch 16 Batch 229/269 - Train Accuracy: 0.858, Validation Accuracy: 0.840, Loss: 0.056 Epoch 16 Batch 230/269 - Train Accuracy: 0.847, Validation Accuracy: 0.847, Loss: 0.063 Epoch 16 Batch 231/269 - Train Accuracy: 0.828, Validation Accuracy: 0.855, Loss: 0.066 Epoch 16 Batch 232/269 - Train Accuracy: 0.839, Validation Accuracy: 0.856, Loss: 0.065 Epoch 16 Batch 233/269 - Train Accuracy: 0.868, Validation Accuracy: 0.854, Loss: 0.058 Epoch 16 Batch 234/269 - Train Accuracy: 0.855, Validation Accuracy: 0.851, Loss: 0.059 Epoch 16 Batch 235/269 - Train Accuracy: 0.893, Validation Accuracy: 0.847, Loss: 0.050 Epoch 16 Batch 236/269 - Train Accuracy: 0.862, Validation Accuracy: 0.845, Loss: 0.061 Epoch 16 Batch 237/269 - Train Accuracy: 0.859, Validation Accuracy: 0.848, Loss: 0.062 Epoch 16 Batch 238/269 - Train Accuracy: 0.840, Validation Accuracy: 0.848, Loss: 0.056 Epoch 16 Batch 239/269 - Train Accuracy: 0.886, Validation Accuracy: 0.858, Loss: 0.058 Epoch 16 Batch 240/269 - Train Accuracy: 0.873, Validation Accuracy: 0.857, Loss: 0.054 Epoch 16 Batch 241/269 - Train Accuracy: 0.834, Validation Accuracy: 0.858, Loss: 0.063 Epoch 16 Batch 242/269 - Train Accuracy: 0.840, Validation Accuracy: 0.862, Loss: 0.060 Epoch 16 Batch 243/269 - Train Accuracy: 0.875, Validation Accuracy: 0.858, Loss: 0.054 Epoch 16 Batch 244/269 - Train Accuracy: 0.835, Validation Accuracy: 0.860, Loss: 0.063 Epoch 16 Batch 245/269 - Train Accuracy: 0.849, Validation Accuracy: 0.857, Loss: 0.061 Epoch 16 Batch 246/269 - Train Accuracy: 0.841, Validation Accuracy: 0.855, Loss: 0.061 Epoch 16 Batch 247/269 - Train Accuracy: 0.860, Validation Accuracy: 0.851, Loss: 0.064 Epoch 16 Batch 248/269 - Train Accuracy: 0.868, Validation Accuracy: 0.846, Loss: 0.056 Epoch 16 Batch 249/269 - Train Accuracy: 0.881, Validation Accuracy: 0.856, Loss: 0.053 Epoch 16 Batch 250/269 - Train Accuracy: 0.849, Validation Accuracy: 0.857, Loss: 0.059 Epoch 16 Batch 251/269 - Train Accuracy: 0.871, Validation Accuracy: 0.856, Loss: 0.056 Epoch 16 Batch 252/269 - Train Accuracy: 0.859, Validation Accuracy: 0.859, Loss: 0.057 Epoch 16 Batch 253/269 - Train Accuracy: 0.846, Validation Accuracy: 0.858, Loss: 0.064 Epoch 16 Batch 254/269 - Train Accuracy: 0.848, Validation Accuracy: 0.857, Loss: 0.061 Epoch 16 Batch 255/269 - Train Accuracy: 0.878, Validation Accuracy: 0.858, Loss: 0.053 Epoch 16 Batch 256/269 - Train Accuracy: 0.837, Validation Accuracy: 0.859, Loss: 0.057 Epoch 16 Batch 257/269 - Train Accuracy: 0.846, Validation Accuracy: 0.851, Loss: 0.064 Epoch 16 Batch 258/269 - Train Accuracy: 0.862, Validation Accuracy: 0.845, Loss: 0.058 Epoch 16 Batch 259/269 - Train Accuracy: 0.876, Validation Accuracy: 0.847, Loss: 0.055 Epoch 16 Batch 260/269 - Train Accuracy: 0.845, Validation Accuracy: 0.852, Loss: 0.064 Epoch 16 Batch 261/269 - Train Accuracy: 0.854, Validation Accuracy: 0.857, Loss: 0.061 Epoch 16 Batch 262/269 - Train Accuracy: 0.860, Validation Accuracy: 0.854, Loss: 0.055 Epoch 16 Batch 263/269 - Train Accuracy: 0.857, Validation Accuracy: 0.860, Loss: 0.061 Epoch 16 Batch 264/269 - Train Accuracy: 0.848, Validation Accuracy: 0.852, Loss: 0.066 Epoch 16 Batch 265/269 - Train Accuracy: 0.840, Validation Accuracy: 0.848, Loss: 0.059 Epoch 16 Batch 266/269 - Train Accuracy: 0.858, Validation Accuracy: 0.853, Loss: 0.055 Epoch 16 Batch 267/269 - Train Accuracy: 0.859, Validation Accuracy: 0.856, Loss: 0.059 Epoch 17 Batch 0/269 - Train Accuracy: 0.866, Validation Accuracy: 0.855, Loss: 0.061 Epoch 17 Batch 1/269 - Train Accuracy: 0.859, Validation Accuracy: 0.857, Loss: 0.057 Epoch 17 Batch 2/269 - Train Accuracy: 0.849, Validation Accuracy: 0.856, Loss: 0.059 Epoch 17 Batch 3/269 - Train Accuracy: 0.860, Validation Accuracy: 0.856, Loss: 0.059 Epoch 17 Batch 4/269 - Train Accuracy: 0.835, Validation Accuracy: 0.848, Loss: 0.062 Epoch 17 Batch 5/269 - Train Accuracy: 0.843, Validation Accuracy: 0.850, Loss: 0.066 Epoch 17 Batch 6/269 - Train Accuracy: 0.862, Validation Accuracy: 0.850, Loss: 0.057 Epoch 17 Batch 7/269 - Train Accuracy: 0.852, Validation Accuracy: 0.846, Loss: 0.056 Epoch 17 Batch 8/269 - Train Accuracy: 0.847, Validation Accuracy: 0.851, Loss: 0.068 Epoch 17 Batch 9/269 - Train Accuracy: 0.832, Validation Accuracy: 0.847, Loss: 0.063 Epoch 17 Batch 10/269 - Train Accuracy: 0.849, Validation Accuracy: 0.856, Loss: 0.060 Epoch 17 Batch 11/269 - Train Accuracy: 0.857, Validation Accuracy: 0.863, Loss: 0.063 Epoch 17 Batch 12/269 - Train Accuracy: 0.829, Validation Accuracy: 0.859, Loss: 0.060 Epoch 17 Batch 13/269 - Train Accuracy: 0.878, Validation Accuracy: 0.848, Loss: 0.056 Epoch 17 Batch 14/269 - Train Accuracy: 0.837, Validation Accuracy: 0.847, Loss: 0.058 Epoch 17 Batch 15/269 - Train Accuracy: 0.852, Validation Accuracy: 0.838, Loss: 0.057 Epoch 17 Batch 16/269 - Train Accuracy: 0.846, Validation Accuracy: 0.848, Loss: 0.066 Epoch 17 Batch 17/269 - Train Accuracy: 0.853, Validation Accuracy: 0.839, Loss: 0.058 Epoch 17 Batch 18/269 - Train Accuracy: 0.862, Validation Accuracy: 0.845, Loss: 0.064 Epoch 17 Batch 19/269 - Train Accuracy: 0.872, Validation Accuracy: 0.857, Loss: 0.052 Epoch 17 Batch 20/269 - Train Accuracy: 0.842, Validation Accuracy: 0.864, Loss: 0.067 Epoch 17 Batch 21/269 - Train Accuracy: 0.845, Validation Accuracy: 0.863, Loss: 0.065 Epoch 17 Batch 22/269 - Train Accuracy: 0.862, Validation Accuracy: 0.866, Loss: 0.063 Epoch 17 Batch 23/269 - Train Accuracy: 0.839, Validation Accuracy: 0.849, Loss: 0.061 Epoch 17 Batch 24/269 - Train Accuracy: 0.850, Validation Accuracy: 0.857, Loss: 0.068 Epoch 17 Batch 25/269 - Train Accuracy: 0.844, Validation Accuracy: 0.842, Loss: 0.065 Epoch 17 Batch 26/269 - Train Accuracy: 0.856, Validation Accuracy: 0.850, Loss: 0.063 Epoch 17 Batch 27/269 - Train Accuracy: 0.854, Validation Accuracy: 0.848, Loss: 0.064 Epoch 17 Batch 28/269 - Train Accuracy: 0.841, Validation Accuracy: 0.840, Loss: 0.068 Epoch 17 Batch 29/269 - Train Accuracy: 0.847, Validation Accuracy: 0.841, Loss: 0.060 Epoch 17 Batch 30/269 - Train Accuracy: 0.858, Validation Accuracy: 0.842, Loss: 0.063 Epoch 17 Batch 31/269 - Train Accuracy: 0.867, Validation Accuracy: 0.855, Loss: 0.060 Epoch 17 Batch 32/269 - Train Accuracy: 0.878, Validation Accuracy: 0.849, Loss: 0.049 Epoch 17 Batch 33/269 - Train Accuracy: 0.870, Validation Accuracy: 0.847, Loss: 0.054 Epoch 17 Batch 34/269 - Train Accuracy: 0.854, Validation Accuracy: 0.849, Loss: 0.064 Epoch 17 Batch 35/269 - Train Accuracy: 0.859, Validation Accuracy: 0.852, Loss: 0.063 Epoch 17 Batch 36/269 - Train Accuracy: 0.867, Validation Accuracy: 0.857, Loss: 0.063 Epoch 17 Batch 37/269 - Train Accuracy: 0.866, Validation Accuracy: 0.854, Loss: 0.058 Epoch 17 Batch 38/269 - Train Accuracy: 0.866, Validation Accuracy: 0.852, Loss: 0.055 Epoch 17 Batch 39/269 - Train Accuracy: 0.868, Validation Accuracy: 0.853, Loss: 0.055 Epoch 17 Batch 40/269 - Train Accuracy: 0.852, Validation Accuracy: 0.862, Loss: 0.058 Epoch 17 Batch 41/269 - Train Accuracy: 0.862, Validation Accuracy: 0.859, Loss: 0.059 Epoch 17 Batch 42/269 - Train Accuracy: 0.856, Validation Accuracy: 0.858, Loss: 0.053 Epoch 17 Batch 43/269 - Train Accuracy: 0.846, Validation Accuracy: 0.866, Loss: 0.063 Epoch 17 Batch 44/269 - Train Accuracy: 0.869, Validation Accuracy: 0.856, Loss: 0.059 Epoch 17 Batch 45/269 - Train Accuracy: 0.860, Validation Accuracy: 0.862, Loss: 0.059 Epoch 17 Batch 46/269 - Train Accuracy: 0.860, Validation Accuracy: 0.864, Loss: 0.053 Epoch 17 Batch 47/269 - Train Accuracy: 0.883, Validation Accuracy: 0.861, Loss: 0.049 Epoch 17 Batch 48/269 - Train Accuracy: 0.864, Validation Accuracy: 0.860, Loss: 0.054 Epoch 17 Batch 49/269 - Train Accuracy: 0.857, Validation Accuracy: 0.858, Loss: 0.059 Epoch 17 Batch 50/269 - Train Accuracy: 0.857, Validation Accuracy: 0.857, Loss: 0.063 Epoch 17 Batch 51/269 - Train Accuracy: 0.863, Validation Accuracy: 0.851, Loss: 0.059 Epoch 17 Batch 52/269 - Train Accuracy: 0.835, Validation Accuracy: 0.848, Loss: 0.056 Epoch 17 Batch 53/269 - Train Accuracy: 0.862, Validation Accuracy: 0.846, Loss: 0.057 Epoch 17 Batch 54/269 - Train Accuracy: 0.860, Validation Accuracy: 0.839, Loss: 0.052 Epoch 17 Batch 55/269 - Train Accuracy: 0.854, Validation Accuracy: 0.841, Loss: 0.058 Epoch 17 Batch 56/269 - Train Accuracy: 0.855, Validation Accuracy: 0.842, Loss: 0.057 Epoch 17 Batch 57/269 - Train Accuracy: 0.872, Validation Accuracy: 0.844, Loss: 0.055 Epoch 17 Batch 58/269 - Train Accuracy: 0.852, Validation Accuracy: 0.849, Loss: 0.054 Epoch 17 Batch 59/269 - Train Accuracy: 0.895, Validation Accuracy: 0.851, Loss: 0.050 Epoch 17 Batch 60/269 - Train Accuracy: 0.852, Validation Accuracy: 0.856, Loss: 0.058 Epoch 17 Batch 61/269 - Train Accuracy: 0.875, Validation Accuracy: 0.863, Loss: 0.048 Epoch 17 Batch 62/269 - Train Accuracy: 0.867, Validation Accuracy: 0.852, Loss: 0.055 Epoch 17 Batch 63/269 - Train Accuracy: 0.863, Validation Accuracy: 0.852, Loss: 0.057 Epoch 17 Batch 64/269 - Train Accuracy: 0.846, Validation Accuracy: 0.848, Loss: 0.055 Epoch 17 Batch 65/269 - Train Accuracy: 0.866, Validation Accuracy: 0.859, Loss: 0.055 Epoch 17 Batch 66/269 - Train Accuracy: 0.858, Validation Accuracy: 0.859, Loss: 0.058 Epoch 17 Batch 67/269 - Train Accuracy: 0.853, Validation Accuracy: 0.855, Loss: 0.057 Epoch 17 Batch 68/269 - Train Accuracy: 0.846, Validation Accuracy: 0.858, Loss: 0.060 Epoch 17 Batch 69/269 - Train Accuracy: 0.855, Validation Accuracy: 0.852, Loss: 0.061 Epoch 17 Batch 70/269 - Train Accuracy: 0.888, Validation Accuracy: 0.852, Loss: 0.051 Epoch 17 Batch 71/269 - Train Accuracy: 0.863, Validation Accuracy: 0.858, Loss: 0.061 Epoch 17 Batch 72/269 - Train Accuracy: 0.861, Validation Accuracy: 0.857, Loss: 0.057 Epoch 17 Batch 73/269 - Train Accuracy: 0.868, Validation Accuracy: 0.850, Loss: 0.053 Epoch 17 Batch 74/269 - Train Accuracy: 0.869, Validation Accuracy: 0.848, Loss: 0.052 Epoch 17 Batch 75/269 - Train Accuracy: 0.855, Validation Accuracy: 0.848, Loss: 0.057 Epoch 17 Batch 76/269 - Train Accuracy: 0.845, Validation Accuracy: 0.853, Loss: 0.055 Epoch 17 Batch 77/269 - Train Accuracy: 0.880, Validation Accuracy: 0.857, Loss: 0.056 Epoch 17 Batch 78/269 - Train Accuracy: 0.855, Validation Accuracy: 0.861, Loss: 0.055 Epoch 17 Batch 79/269 - Train Accuracy: 0.846, Validation Accuracy: 0.857, Loss: 0.059 Epoch 17 Batch 80/269 - Train Accuracy: 0.860, Validation Accuracy: 0.861, Loss: 0.056 Epoch 17 Batch 81/269 - Train Accuracy: 0.859, Validation Accuracy: 0.860, Loss: 0.058 Epoch 17 Batch 82/269 - Train Accuracy: 0.871, Validation Accuracy: 0.853, Loss: 0.048 Epoch 17 Batch 83/269 - Train Accuracy: 0.860, Validation Accuracy: 0.847, Loss: 0.061 Epoch 17 Batch 84/269 - Train Accuracy: 0.869, Validation Accuracy: 0.842, Loss: 0.049 Epoch 17 Batch 85/269 - Train Accuracy: 0.864, Validation Accuracy: 0.850, Loss: 0.053 Epoch 17 Batch 86/269 - Train Accuracy: 0.862, Validation Accuracy: 0.849, Loss: 0.051 Epoch 17 Batch 87/269 - Train Accuracy: 0.868, Validation Accuracy: 0.845, Loss: 0.057 Epoch 17 Batch 88/269 - Train Accuracy: 0.866, Validation Accuracy: 0.854, Loss: 0.053 Epoch 17 Batch 89/269 - Train Accuracy: 0.879, Validation Accuracy: 0.861, Loss: 0.054 Epoch 17 Batch 90/269 - Train Accuracy: 0.841, Validation Accuracy: 0.861, Loss: 0.059 Epoch 17 Batch 91/269 - Train Accuracy: 0.861, Validation Accuracy: 0.855, Loss: 0.049 Epoch 17 Batch 92/269 - Train Accuracy: 0.873, Validation Accuracy: 0.854, Loss: 0.052 Epoch 17 Batch 93/269 - Train Accuracy: 0.862, Validation Accuracy: 0.854, Loss: 0.051 Epoch 17 Batch 94/269 - Train Accuracy: 0.852, Validation Accuracy: 0.859, Loss: 0.061 Epoch 17 Batch 95/269 - Train Accuracy: 0.857, Validation Accuracy: 0.857, Loss: 0.054 Epoch 17 Batch 96/269 - Train Accuracy: 0.849, Validation Accuracy: 0.858, Loss: 0.058 Epoch 17 Batch 97/269 - Train Accuracy: 0.858, Validation Accuracy: 0.861, Loss: 0.056 Epoch 17 Batch 98/269 - Train Accuracy: 0.869, Validation Accuracy: 0.861, Loss: 0.055 Epoch 17 Batch 99/269 - Train Accuracy: 0.854, Validation Accuracy: 0.859, Loss: 0.050 Epoch 17 Batch 100/269 - Train Accuracy: 0.891, Validation Accuracy: 0.854, Loss: 0.053 Epoch 17 Batch 101/269 - Train Accuracy: 0.848, Validation Accuracy: 0.855, Loss: 0.062 Epoch 17 Batch 102/269 - Train Accuracy: 0.870, Validation Accuracy: 0.861, Loss: 0.056 Epoch 17 Batch 103/269 - Train Accuracy: 0.860, Validation Accuracy: 0.850, Loss: 0.056 Epoch 17 Batch 104/269 - Train Accuracy: 0.862, Validation Accuracy: 0.851, Loss: 0.051 Epoch 17 Batch 105/269 - Train Accuracy: 0.856, Validation Accuracy: 0.849, Loss: 0.059 Epoch 17 Batch 106/269 - Train Accuracy: 0.866, Validation Accuracy: 0.865, Loss: 0.052 Epoch 17 Batch 107/269 - Train Accuracy: 0.868, Validation Accuracy: 0.870, Loss: 0.054 Epoch 17 Batch 108/269 - Train Accuracy: 0.863, Validation Accuracy: 0.861, Loss: 0.053 Epoch 17 Batch 109/269 - Train Accuracy: 0.844, Validation Accuracy: 0.864, Loss: 0.061 Epoch 17 Batch 110/269 - Train Accuracy: 0.854, Validation Accuracy: 0.866, Loss: 0.052 Epoch 17 Batch 111/269 - Train Accuracy: 0.859, Validation Accuracy: 0.861, Loss: 0.054 Epoch 17 Batch 112/269 - Train Accuracy: 0.857, Validation Accuracy: 0.852, Loss: 0.054 Epoch 17 Batch 113/269 - Train Accuracy: 0.866, Validation Accuracy: 0.850, Loss: 0.051 Epoch 17 Batch 114/269 - Train Accuracy: 0.864, Validation Accuracy: 0.850, Loss: 0.055 Epoch 17 Batch 115/269 - Train Accuracy: 0.856, Validation Accuracy: 0.858, Loss: 0.057 Epoch 17 Batch 116/269 - Train Accuracy: 0.865, Validation Accuracy: 0.870, Loss: 0.053 Epoch 17 Batch 117/269 - Train Accuracy: 0.871, Validation Accuracy: 0.870, Loss: 0.054 Epoch 17 Batch 118/269 - Train Accuracy: 0.878, Validation Accuracy: 0.867, Loss: 0.046 Epoch 17 Batch 119/269 - Train Accuracy: 0.867, Validation Accuracy: 0.869, Loss: 0.052 Epoch 17 Batch 120/269 - Train Accuracy: 0.864, Validation Accuracy: 0.873, Loss: 0.056 Epoch 17 Batch 121/269 - Train Accuracy: 0.863, Validation Accuracy: 0.869, Loss: 0.050 Epoch 17 Batch 122/269 - Train Accuracy: 0.885, Validation Accuracy: 0.861, Loss: 0.048 Epoch 17 Batch 123/269 - Train Accuracy: 0.867, Validation Accuracy: 0.853, Loss: 0.054 Epoch 17 Batch 124/269 - Train Accuracy: 0.855, Validation Accuracy: 0.854, Loss: 0.051 Epoch 17 Batch 125/269 - Train Accuracy: 0.867, Validation Accuracy: 0.856, Loss: 0.054 Epoch 17 Batch 126/269 - Train Accuracy: 0.864, Validation Accuracy: 0.866, Loss: 0.051 Epoch 17 Batch 127/269 - Train Accuracy: 0.883, Validation Accuracy: 0.870, Loss: 0.052 Epoch 17 Batch 128/269 - Train Accuracy: 0.855, Validation Accuracy: 0.871, Loss: 0.056 Epoch 17 Batch 129/269 - Train Accuracy: 0.869, Validation Accuracy: 0.876, Loss: 0.054 Epoch 17 Batch 130/269 - Train Accuracy: 0.850, Validation Accuracy: 0.870, Loss: 0.056 Epoch 17 Batch 131/269 - Train Accuracy: 0.857, Validation Accuracy: 0.864, Loss: 0.057 Epoch 17 Batch 132/269 - Train Accuracy: 0.864, Validation Accuracy: 0.858, Loss: 0.055 Epoch 17 Batch 133/269 - Train Accuracy: 0.866, Validation Accuracy: 0.850, Loss: 0.050 Epoch 17 Batch 134/269 - Train Accuracy: 0.861, Validation Accuracy: 0.852, Loss: 0.056 Epoch 17 Batch 135/269 - Train Accuracy: 0.852, Validation Accuracy: 0.857, Loss: 0.052 Epoch 17 Batch 136/269 - Train Accuracy: 0.871, Validation Accuracy: 0.864, Loss: 0.056 Epoch 17 Batch 137/269 - Train Accuracy: 0.873, Validation Accuracy: 0.870, Loss: 0.057 Epoch 17 Batch 138/269 - Train Accuracy: 0.851, Validation Accuracy: 0.874, Loss: 0.058 Epoch 17 Batch 139/269 - Train Accuracy: 0.879, Validation Accuracy: 0.875, Loss: 0.048 Epoch 17 Batch 140/269 - Train Accuracy: 0.871, Validation Accuracy: 0.874, Loss: 0.057 Epoch 17 Batch 141/269 - Train Accuracy: 0.867, Validation Accuracy: 0.874, Loss: 0.057 Epoch 17 Batch 142/269 - Train Accuracy: 0.872, Validation Accuracy: 0.858, Loss: 0.051 Epoch 17 Batch 143/269 - Train Accuracy: 0.879, Validation Accuracy: 0.855, Loss: 0.047 Epoch 17 Batch 144/269 - Train Accuracy: 0.877, Validation Accuracy: 0.863, Loss: 0.048 Epoch 17 Batch 145/269 - Train Accuracy: 0.880, Validation Accuracy: 0.873, Loss: 0.052 Epoch 17 Batch 146/269 - Train Accuracy: 0.884, Validation Accuracy: 0.869, Loss: 0.048 Epoch 17 Batch 147/269 - Train Accuracy: 0.869, Validation Accuracy: 0.868, Loss: 0.053 Epoch 17 Batch 148/269 - Train Accuracy: 0.871, Validation Accuracy: 0.866, Loss: 0.053 Epoch 17 Batch 149/269 - Train Accuracy: 0.854, Validation Accuracy: 0.863, Loss: 0.060 Epoch 17 Batch 150/269 - Train Accuracy: 0.859, Validation Accuracy: 0.868, Loss: 0.055 Epoch 17 Batch 151/269 - Train Accuracy: 0.888, Validation Accuracy: 0.873, Loss: 0.052 Epoch 17 Batch 152/269 - Train Accuracy: 0.870, Validation Accuracy: 0.871, Loss: 0.053 Epoch 17 Batch 153/269 - Train Accuracy: 0.877, Validation Accuracy: 0.871, Loss: 0.050 Epoch 17 Batch 154/269 - Train Accuracy: 0.866, Validation Accuracy: 0.869, Loss: 0.054 Epoch 17 Batch 155/269 - Train Accuracy: 0.863, Validation Accuracy: 0.870, Loss: 0.054 Epoch 17 Batch 156/269 - Train Accuracy: 0.848, Validation Accuracy: 0.869, Loss: 0.054 Epoch 17 Batch 157/269 - Train Accuracy: 0.870, Validation Accuracy: 0.867, Loss: 0.049 Epoch 17 Batch 158/269 - Train Accuracy: 0.859, Validation Accuracy: 0.869, Loss: 0.052 Epoch 17 Batch 159/269 - Train Accuracy: 0.861, Validation Accuracy: 0.864, Loss: 0.050 Epoch 17 Batch 160/269 - Train Accuracy: 0.874, Validation Accuracy: 0.860, Loss: 0.046 Epoch 17 Batch 161/269 - Train Accuracy: 0.890, Validation Accuracy: 0.861, Loss: 0.049 Epoch 17 Batch 162/269 - Train Accuracy: 0.877, Validation Accuracy: 0.870, Loss: 0.049 Epoch 17 Batch 163/269 - Train Accuracy: 0.888, Validation Accuracy: 0.866, Loss: 0.048 Epoch 17 Batch 164/269 - Train Accuracy: 0.860, Validation Accuracy: 0.863, Loss: 0.051 Epoch 17 Batch 165/269 - Train Accuracy: 0.876, Validation Accuracy: 0.869, Loss: 0.051 Epoch 17 Batch 166/269 - Train Accuracy: 0.877, Validation Accuracy: 0.868, Loss: 0.048 Epoch 17 Batch 167/269 - Train Accuracy: 0.867, Validation Accuracy: 0.862, Loss: 0.049 Epoch 17 Batch 168/269 - Train Accuracy: 0.866, Validation Accuracy: 0.864, Loss: 0.051 Epoch 17 Batch 169/269 - Train Accuracy: 0.868, Validation Accuracy: 0.863, Loss: 0.048 Epoch 17 Batch 170/269 - Train Accuracy: 0.866, Validation Accuracy: 0.867, Loss: 0.051 Epoch 17 Batch 171/269 - Train Accuracy: 0.858, Validation Accuracy: 0.855, Loss: 0.056 Epoch 17 Batch 172/269 - Train Accuracy: 0.848, Validation Accuracy: 0.851, Loss: 0.057 Epoch 17 Batch 173/269 - Train Accuracy: 0.860, Validation Accuracy: 0.853, Loss: 0.050 Epoch 17 Batch 174/269 - Train Accuracy: 0.882, Validation Accuracy: 0.862, Loss: 0.052 Epoch 17 Batch 175/269 - Train Accuracy: 0.853, Validation Accuracy: 0.858, Loss: 0.062 Epoch 17 Batch 176/269 - Train Accuracy: 0.843, Validation Accuracy: 0.851, Loss: 0.056 Epoch 17 Batch 177/269 - Train Accuracy: 0.892, Validation Accuracy: 0.853, Loss: 0.048 Epoch 17 Batch 178/269 - Train Accuracy: 0.874, Validation Accuracy: 0.853, Loss: 0.050 Epoch 17 Batch 179/269 - Train Accuracy: 0.883, Validation Accuracy: 0.863, Loss: 0.051 Epoch 17 Batch 180/269 - Train Accuracy: 0.879, Validation Accuracy: 0.867, Loss: 0.048 Epoch 17 Batch 181/269 - Train Accuracy: 0.877, Validation Accuracy: 0.876, Loss: 0.059 Epoch 17 Batch 182/269 - Train Accuracy: 0.887, Validation Accuracy: 0.872, Loss: 0.048 Epoch 17 Batch 183/269 - Train Accuracy: 0.887, Validation Accuracy: 0.869, Loss: 0.046 Epoch 17 Batch 184/269 - Train Accuracy: 0.869, Validation Accuracy: 0.866, Loss: 0.055 Epoch 17 Batch 185/269 - Train Accuracy: 0.887, Validation Accuracy: 0.861, Loss: 0.051 Epoch 17 Batch 186/269 - Train Accuracy: 0.877, Validation Accuracy: 0.856, Loss: 0.050 Epoch 17 Batch 187/269 - Train Accuracy: 0.861, Validation Accuracy: 0.863, Loss: 0.049 Epoch 17 Batch 188/269 - Train Accuracy: 0.872, Validation Accuracy: 0.864, Loss: 0.049 Epoch 17 Batch 189/269 - Train Accuracy: 0.877, Validation Accuracy: 0.870, Loss: 0.054 Epoch 17 Batch 190/269 - Train Accuracy: 0.857, Validation Accuracy: 0.867, Loss: 0.052 Epoch 17 Batch 191/269 - Train Accuracy: 0.879, Validation Accuracy: 0.857, Loss: 0.049 Epoch 17 Batch 192/269 - Train Accuracy: 0.872, Validation Accuracy: 0.847, Loss: 0.050 Epoch 17 Batch 193/269 - Train Accuracy: 0.866, Validation Accuracy: 0.858, Loss: 0.052 Epoch 17 Batch 194/269 - Train Accuracy: 0.874, Validation Accuracy: 0.873, Loss: 0.052 Epoch 17 Batch 195/269 - Train Accuracy: 0.876, Validation Accuracy: 0.868, Loss: 0.049 Epoch 17 Batch 196/269 - Train Accuracy: 0.874, Validation Accuracy: 0.873, Loss: 0.052 Epoch 17 Batch 197/269 - Train Accuracy: 0.860, Validation Accuracy: 0.875, Loss: 0.052 Epoch 17 Batch 198/269 - Train Accuracy: 0.864, Validation Accuracy: 0.864, Loss: 0.051 Epoch 17 Batch 199/269 - Train Accuracy: 0.875, Validation Accuracy: 0.847, Loss: 0.051 Epoch 17 Batch 200/269 - Train Accuracy: 0.875, Validation Accuracy: 0.854, Loss: 0.051 Epoch 17 Batch 201/269 - Train Accuracy: 0.878, Validation Accuracy: 0.867, Loss: 0.052 Epoch 17 Batch 202/269 - Train Accuracy: 0.869, Validation Accuracy: 0.872, Loss: 0.050 Epoch 17 Batch 203/269 - Train Accuracy: 0.864, Validation Accuracy: 0.875, Loss: 0.055 Epoch 17 Batch 204/269 - Train Accuracy: 0.872, Validation Accuracy: 0.876, Loss: 0.054 Epoch 17 Batch 205/269 - Train Accuracy: 0.855, Validation Accuracy: 0.863, Loss: 0.050 Epoch 17 Batch 206/269 - Train Accuracy: 0.853, Validation Accuracy: 0.854, Loss: 0.056 Epoch 17 Batch 207/269 - Train Accuracy: 0.881, Validation Accuracy: 0.865, Loss: 0.048 Epoch 17 Batch 208/269 - Train Accuracy: 0.872, Validation Accuracy: 0.862, Loss: 0.054 Epoch 17 Batch 209/269 - Train Accuracy: 0.868, Validation Accuracy: 0.864, Loss: 0.047 Epoch 17 Batch 210/269 - Train Accuracy: 0.875, Validation Accuracy: 0.868, Loss: 0.051 Epoch 17 Batch 211/269 - Train Accuracy: 0.873, Validation Accuracy: 0.872, Loss: 0.057 Epoch 17 Batch 212/269 - Train Accuracy: 0.860, Validation Accuracy: 0.868, Loss: 0.052 Epoch 17 Batch 213/269 - Train Accuracy: 0.854, Validation Accuracy: 0.865, Loss: 0.055 Epoch 17 Batch 214/269 - Train Accuracy: 0.876, Validation Accuracy: 0.856, Loss: 0.052 Epoch 17 Batch 215/269 - Train Accuracy: 0.884, Validation Accuracy: 0.864, Loss: 0.050 Epoch 17 Batch 216/269 - Train Accuracy: 0.864, Validation Accuracy: 0.854, Loss: 0.060 Epoch 17 Batch 217/269 - Train Accuracy: 0.862, Validation Accuracy: 0.847, Loss: 0.055 Epoch 17 Batch 218/269 - Train Accuracy: 0.868, Validation Accuracy: 0.849, Loss: 0.047 Epoch 17 Batch 219/269 - Train Accuracy: 0.885, Validation Accuracy: 0.861, Loss: 0.050 Epoch 17 Batch 220/269 - Train Accuracy: 0.872, Validation Accuracy: 0.862, Loss: 0.049 Epoch 17 Batch 221/269 - Train Accuracy: 0.887, Validation Accuracy: 0.863, Loss: 0.050 Epoch 17 Batch 222/269 - Train Accuracy: 0.886, Validation Accuracy: 0.864, Loss: 0.051 Epoch 17 Batch 223/269 - Train Accuracy: 0.874, Validation Accuracy: 0.864, Loss: 0.047 Epoch 17 Batch 224/269 - Train Accuracy: 0.877, Validation Accuracy: 0.864, Loss: 0.059 Epoch 17 Batch 225/269 - Train Accuracy: 0.854, Validation Accuracy: 0.860, Loss: 0.051 Epoch 17 Batch 226/269 - Train Accuracy: 0.870, Validation Accuracy: 0.854, Loss: 0.055 Epoch 17 Batch 227/269 - Train Accuracy: 0.888, Validation Accuracy: 0.850, Loss: 0.049 Epoch 17 Batch 228/269 - Train Accuracy: 0.880, Validation Accuracy: 0.844, Loss: 0.048 Epoch 17 Batch 229/269 - Train Accuracy: 0.880, Validation Accuracy: 0.849, Loss: 0.050 Epoch 17 Batch 230/269 - Train Accuracy: 0.868, Validation Accuracy: 0.853, Loss: 0.053 Epoch 17 Batch 231/269 - Train Accuracy: 0.853, Validation Accuracy: 0.856, Loss: 0.055 Epoch 17 Batch 232/269 - Train Accuracy: 0.859, Validation Accuracy: 0.868, Loss: 0.055 Epoch 17 Batch 233/269 - Train Accuracy: 0.880, Validation Accuracy: 0.857, Loss: 0.049 Epoch 17 Batch 234/269 - Train Accuracy: 0.873, Validation Accuracy: 0.858, Loss: 0.051 Epoch 17 Batch 235/269 - Train Accuracy: 0.903, Validation Accuracy: 0.861, Loss: 0.044 Epoch 17 Batch 236/269 - Train Accuracy: 0.871, Validation Accuracy: 0.862, Loss: 0.049 Epoch 17 Batch 237/269 - Train Accuracy: 0.885, Validation Accuracy: 0.859, Loss: 0.049 Epoch 17 Batch 238/269 - Train Accuracy: 0.866, Validation Accuracy: 0.855, Loss: 0.049 Epoch 17 Batch 239/269 - Train Accuracy: 0.898, Validation Accuracy: 0.852, Loss: 0.047 Epoch 17 Batch 240/269 - Train Accuracy: 0.882, Validation Accuracy: 0.855, Loss: 0.046 Epoch 17 Batch 241/269 - Train Accuracy: 0.867, Validation Accuracy: 0.855, Loss: 0.052 Epoch 17 Batch 242/269 - Train Accuracy: 0.880, Validation Accuracy: 0.855, Loss: 0.048 Epoch 17 Batch 243/269 - Train Accuracy: 0.900, Validation Accuracy: 0.859, Loss: 0.044 Epoch 17 Batch 244/269 - Train Accuracy: 0.862, Validation Accuracy: 0.866, Loss: 0.052 Epoch 17 Batch 245/269 - Train Accuracy: 0.871, Validation Accuracy: 0.868, Loss: 0.050 Epoch 17 Batch 246/269 - Train Accuracy: 0.850, Validation Accuracy: 0.870, Loss: 0.054 Epoch 17 Batch 247/269 - Train Accuracy: 0.883, Validation Accuracy: 0.873, Loss: 0.050 Epoch 17 Batch 248/269 - Train Accuracy: 0.870, Validation Accuracy: 0.869, Loss: 0.047 Epoch 17 Batch 249/269 - Train Accuracy: 0.892, Validation Accuracy: 0.862, Loss: 0.048 Epoch 17 Batch 250/269 - Train Accuracy: 0.879, Validation Accuracy: 0.862, Loss: 0.050 Epoch 17 Batch 251/269 - Train Accuracy: 0.895, Validation Accuracy: 0.866, Loss: 0.048 Epoch 17 Batch 252/269 - Train Accuracy: 0.889, Validation Accuracy: 0.871, Loss: 0.046 Epoch 17 Batch 253/269 - Train Accuracy: 0.866, Validation Accuracy: 0.874, Loss: 0.053 Epoch 17 Batch 254/269 - Train Accuracy: 0.875, Validation Accuracy: 0.873, Loss: 0.048 Epoch 17 Batch 255/269 - Train Accuracy: 0.890, Validation Accuracy: 0.876, Loss: 0.045 Epoch 17 Batch 256/269 - Train Accuracy: 0.852, Validation Accuracy: 0.867, Loss: 0.050 Epoch 17 Batch 257/269 - Train Accuracy: 0.854, Validation Accuracy: 0.861, Loss: 0.054 Epoch 17 Batch 258/269 - Train Accuracy: 0.876, Validation Accuracy: 0.859, Loss: 0.047 Epoch 17 Batch 259/269 - Train Accuracy: 0.906, Validation Accuracy: 0.869, Loss: 0.047 Epoch 17 Batch 260/269 - Train Accuracy: 0.879, Validation Accuracy: 0.878, Loss: 0.051 Epoch 17 Batch 261/269 - Train Accuracy: 0.880, Validation Accuracy: 0.879, Loss: 0.051 Epoch 17 Batch 262/269 - Train Accuracy: 0.885, Validation Accuracy: 0.868, Loss: 0.046 Epoch 17 Batch 263/269 - Train Accuracy: 0.876, Validation Accuracy: 0.870, Loss: 0.051 Epoch 17 Batch 264/269 - Train Accuracy: 0.872, Validation Accuracy: 0.871, Loss: 0.053 Epoch 17 Batch 265/269 - Train Accuracy: 0.882, Validation Accuracy: 0.863, Loss: 0.052 Epoch 17 Batch 266/269 - Train Accuracy: 0.884, Validation Accuracy: 0.865, Loss: 0.049 Epoch 17 Batch 267/269 - Train Accuracy: 0.883, Validation Accuracy: 0.862, Loss: 0.049 Epoch 18 Batch 0/269 - Train Accuracy: 0.883, Validation Accuracy: 0.866, Loss: 0.057 Epoch 18 Batch 1/269 - Train Accuracy: 0.878, Validation Accuracy: 0.871, Loss: 0.050 Epoch 18 Batch 2/269 - Train Accuracy: 0.871, Validation Accuracy: 0.872, Loss: 0.048 Epoch 18 Batch 3/269 - Train Accuracy: 0.884, Validation Accuracy: 0.871, Loss: 0.050 Epoch 18 Batch 4/269 - Train Accuracy: 0.849, Validation Accuracy: 0.862, Loss: 0.055 Epoch 18 Batch 5/269 - Train Accuracy: 0.846, Validation Accuracy: 0.855, Loss: 0.053 Epoch 18 Batch 6/269 - Train Accuracy: 0.872, Validation Accuracy: 0.857, Loss: 0.050 Epoch 18 Batch 7/269 - Train Accuracy: 0.872, Validation Accuracy: 0.861, Loss: 0.048 Epoch 18 Batch 8/269 - Train Accuracy: 0.881, Validation Accuracy: 0.863, Loss: 0.052 Epoch 18 Batch 9/269 - Train Accuracy: 0.865, Validation Accuracy: 0.860, Loss: 0.052 Epoch 18 Batch 10/269 - Train Accuracy: 0.883, Validation Accuracy: 0.854, Loss: 0.051 Epoch 18 Batch 11/269 - Train Accuracy: 0.869, Validation Accuracy: 0.853, Loss: 0.054 Epoch 18 Batch 12/269 - Train Accuracy: 0.856, Validation Accuracy: 0.853, Loss: 0.053 Epoch 18 Batch 13/269 - Train Accuracy: 0.893, Validation Accuracy: 0.850, Loss: 0.044 Epoch 18 Batch 14/269 - Train Accuracy: 0.862, Validation Accuracy: 0.856, Loss: 0.050 Epoch 18 Batch 15/269 - Train Accuracy: 0.878, Validation Accuracy: 0.861, Loss: 0.045 Epoch 18 Batch 16/269 - Train Accuracy: 0.883, Validation Accuracy: 0.865, Loss: 0.052 Epoch 18 Batch 17/269 - Train Accuracy: 0.883, Validation Accuracy: 0.867, Loss: 0.046 Epoch 18 Batch 18/269 - Train Accuracy: 0.882, Validation Accuracy: 0.866, Loss: 0.048 Epoch 18 Batch 19/269 - Train Accuracy: 0.886, Validation Accuracy: 0.869, Loss: 0.044 Epoch 18 Batch 20/269 - Train Accuracy: 0.868, Validation Accuracy: 0.876, Loss: 0.053 Epoch 18 Batch 21/269 - Train Accuracy: 0.869, Validation Accuracy: 0.877, Loss: 0.058 Epoch 18 Batch 22/269 - Train Accuracy: 0.884, Validation Accuracy: 0.866, Loss: 0.049 Epoch 18 Batch 23/269 - Train Accuracy: 0.867, Validation Accuracy: 0.860, Loss: 0.052 Epoch 18 Batch 24/269 - Train Accuracy: 0.860, Validation Accuracy: 0.862, Loss: 0.047 Epoch 18 Batch 25/269 - Train Accuracy: 0.887, Validation Accuracy: 0.856, Loss: 0.056 Epoch 18 Batch 26/269 - Train Accuracy: 0.886, Validation Accuracy: 0.855, Loss: 0.048 Epoch 18 Batch 27/269 - Train Accuracy: 0.885, Validation Accuracy: 0.860, Loss: 0.051 Epoch 18 Batch 28/269 - Train Accuracy: 0.862, Validation Accuracy: 0.864, Loss: 0.051 Epoch 18 Batch 29/269 - Train Accuracy: 0.871, Validation Accuracy: 0.867, Loss: 0.050 Epoch 18 Batch 30/269 - Train Accuracy: 0.887, Validation Accuracy: 0.868, Loss: 0.050 Epoch 18 Batch 31/269 - Train Accuracy: 0.890, Validation Accuracy: 0.870, Loss: 0.050 Epoch 18 Batch 32/269 - Train Accuracy: 0.893, Validation Accuracy: 0.869, Loss: 0.044 Epoch 18 Batch 33/269 - Train Accuracy: 0.882, Validation Accuracy: 0.865, Loss: 0.044 Epoch 18 Batch 34/269 - Train Accuracy: 0.880, Validation Accuracy: 0.858, Loss: 0.049 Epoch 18 Batch 35/269 - Train Accuracy: 0.882, Validation Accuracy: 0.866, Loss: 0.056 Epoch 18 Batch 36/269 - Train Accuracy: 0.875, Validation Accuracy: 0.871, Loss: 0.047 Epoch 18 Batch 37/269 - Train Accuracy: 0.892, Validation Accuracy: 0.868, Loss: 0.048 Epoch 18 Batch 38/269 - Train Accuracy: 0.876, Validation Accuracy: 0.870, Loss: 0.048 Epoch 18 Batch 39/269 - Train Accuracy: 0.892, Validation Accuracy: 0.872, Loss: 0.046 Epoch 18 Batch 40/269 - Train Accuracy: 0.874, Validation Accuracy: 0.866, Loss: 0.049 Epoch 18 Batch 41/269 - Train Accuracy: 0.875, Validation Accuracy: 0.863, Loss: 0.050 Epoch 18 Batch 42/269 - Train Accuracy: 0.885, Validation Accuracy: 0.863, Loss: 0.047 Epoch 18 Batch 43/269 - Train Accuracy: 0.889, Validation Accuracy: 0.861, Loss: 0.049 Epoch 18 Batch 44/269 - Train Accuracy: 0.883, Validation Accuracy: 0.869, Loss: 0.050 Epoch 18 Batch 45/269 - Train Accuracy: 0.884, Validation Accuracy: 0.869, Loss: 0.053 Epoch 18 Batch 46/269 - Train Accuracy: 0.877, Validation Accuracy: 0.867, Loss: 0.047 Epoch 18 Batch 47/269 - Train Accuracy: 0.898, Validation Accuracy: 0.869, Loss: 0.042 Epoch 18 Batch 48/269 - Train Accuracy: 0.897, Validation Accuracy: 0.872, Loss: 0.045 Epoch 18 Batch 49/269 - Train Accuracy: 0.890, Validation Accuracy: 0.888, Loss: 0.047 Epoch 18 Batch 50/269 - Train Accuracy: 0.886, Validation Accuracy: 0.878, Loss: 0.057 Epoch 18 Batch 51/269 - Train Accuracy: 0.872, Validation Accuracy: 0.874, Loss: 0.053 Epoch 18 Batch 52/269 - Train Accuracy: 0.871, Validation Accuracy: 0.873, Loss: 0.043 Epoch 18 Batch 53/269 - Train Accuracy: 0.896, Validation Accuracy: 0.875, Loss: 0.048 Epoch 18 Batch 54/269 - Train Accuracy: 0.901, Validation Accuracy: 0.871, Loss: 0.044 Epoch 18 Batch 55/269 - Train Accuracy: 0.883, Validation Accuracy: 0.867, Loss: 0.047 Epoch 18 Batch 56/269 - Train Accuracy: 0.878, Validation Accuracy: 0.869, Loss: 0.051 Epoch 18 Batch 57/269 - Train Accuracy: 0.893, Validation Accuracy: 0.868, Loss: 0.048 Epoch 18 Batch 58/269 - Train Accuracy: 0.878, Validation Accuracy: 0.873, Loss: 0.048 Epoch 18 Batch 59/269 - Train Accuracy: 0.908, Validation Accuracy: 0.872, Loss: 0.043 Epoch 18 Batch 60/269 - Train Accuracy: 0.882, Validation Accuracy: 0.878, Loss: 0.048 Epoch 18 Batch 61/269 - Train Accuracy: 0.882, Validation Accuracy: 0.869, Loss: 0.044 Epoch 18 Batch 62/269 - Train Accuracy: 0.896, Validation Accuracy: 0.867, Loss: 0.050 Epoch 18 Batch 63/269 - Train Accuracy: 0.898, Validation Accuracy: 0.869, Loss: 0.049 Epoch 18 Batch 64/269 - Train Accuracy: 0.888, Validation Accuracy: 0.879, Loss: 0.046 Epoch 18 Batch 65/269 - Train Accuracy: 0.891, Validation Accuracy: 0.883, Loss: 0.046 Epoch 18 Batch 66/269 - Train Accuracy: 0.888, Validation Accuracy: 0.880, Loss: 0.048 Epoch 18 Batch 67/269 - Train Accuracy: 0.889, Validation Accuracy: 0.875, Loss: 0.053 Epoch 18 Batch 68/269 - Train Accuracy: 0.876, Validation Accuracy: 0.871, Loss: 0.052 Epoch 18 Batch 69/269 - Train Accuracy: 0.877, Validation Accuracy: 0.874, Loss: 0.053 Epoch 18 Batch 70/269 - Train Accuracy: 0.914, Validation Accuracy: 0.884, Loss: 0.047 Epoch 18 Batch 71/269 - Train Accuracy: 0.886, Validation Accuracy: 0.888, Loss: 0.052 Epoch 18 Batch 72/269 - Train Accuracy: 0.884, Validation Accuracy: 0.886, Loss: 0.051 Epoch 18 Batch 73/269 - Train Accuracy: 0.885, Validation Accuracy: 0.883, Loss: 0.050 Epoch 18 Batch 74/269 - Train Accuracy: 0.894, Validation Accuracy: 0.889, Loss: 0.044 Epoch 18 Batch 75/269 - Train Accuracy: 0.887, Validation Accuracy: 0.877, Loss: 0.056 Epoch 18 Batch 76/269 - Train Accuracy: 0.870, Validation Accuracy: 0.873, Loss: 0.046 Epoch 18 Batch 77/269 - Train Accuracy: 0.902, Validation Accuracy: 0.880, Loss: 0.046 Epoch 18 Batch 78/269 - Train Accuracy: 0.893, Validation Accuracy: 0.883, Loss: 0.052 Epoch 18 Batch 79/269 - Train Accuracy: 0.870, Validation Accuracy: 0.881, Loss: 0.052 Epoch 18 Batch 80/269 - Train Accuracy: 0.890, Validation Accuracy: 0.880, Loss: 0.045 Epoch 18 Batch 81/269 - Train Accuracy: 0.899, Validation Accuracy: 0.881, Loss: 0.051 Epoch 18 Batch 82/269 - Train Accuracy: 0.891, Validation Accuracy: 0.881, Loss: 0.043 Epoch 18 Batch 83/269 - Train Accuracy: 0.875, Validation Accuracy: 0.872, Loss: 0.054 Epoch 18 Batch 84/269 - Train Accuracy: 0.900, Validation Accuracy: 0.873, Loss: 0.044 Epoch 18 Batch 85/269 - Train Accuracy: 0.884, Validation Accuracy: 0.867, Loss: 0.051 Epoch 18 Batch 86/269 - Train Accuracy: 0.888, Validation Accuracy: 0.874, Loss: 0.047 Epoch 18 Batch 87/269 - Train Accuracy: 0.898, Validation Accuracy: 0.878, Loss: 0.045 Epoch 18 Batch 88/269 - Train Accuracy: 0.890, Validation Accuracy: 0.874, Loss: 0.048 Epoch 18 Batch 89/269 - Train Accuracy: 0.891, Validation Accuracy: 0.879, Loss: 0.046 Epoch 18 Batch 90/269 - Train Accuracy: 0.868, Validation Accuracy: 0.860, Loss: 0.053 Epoch 18 Batch 91/269 - Train Accuracy: 0.888, Validation Accuracy: 0.864, Loss: 0.046 Epoch 18 Batch 92/269 - Train Accuracy: 0.890, Validation Accuracy: 0.872, Loss: 0.045 Epoch 18 Batch 93/269 - Train Accuracy: 0.889, Validation Accuracy: 0.875, Loss: 0.047 Epoch 18 Batch 94/269 - Train Accuracy: 0.878, Validation Accuracy: 0.877, Loss: 0.053 Epoch 18 Batch 95/269 - Train Accuracy: 0.884, Validation Accuracy: 0.883, Loss: 0.049 Epoch 18 Batch 96/269 - Train Accuracy: 0.875, Validation Accuracy: 0.884, Loss: 0.051 Epoch 18 Batch 97/269 - Train Accuracy: 0.889, Validation Accuracy: 0.889, Loss: 0.046 Epoch 18 Batch 98/269 - Train Accuracy: 0.896, Validation Accuracy: 0.888, Loss: 0.053 Epoch 18 Batch 99/269 - Train Accuracy: 0.889, Validation Accuracy: 0.885, Loss: 0.044 Epoch 18 Batch 100/269 - Train Accuracy: 0.912, Validation Accuracy: 0.879, Loss: 0.046 Epoch 18 Batch 101/269 - Train Accuracy: 0.864, Validation Accuracy: 0.872, Loss: 0.053 Epoch 18 Batch 102/269 - Train Accuracy: 0.879, Validation Accuracy: 0.872, Loss: 0.047 Epoch 18 Batch 103/269 - Train Accuracy: 0.882, Validation Accuracy: 0.880, Loss: 0.050 Epoch 18 Batch 104/269 - Train Accuracy: 0.885, Validation Accuracy: 0.889, Loss: 0.043 Epoch 18 Batch 105/269 - Train Accuracy: 0.884, Validation Accuracy: 0.895, Loss: 0.050 Epoch 18 Batch 106/269 - Train Accuracy: 0.901, Validation Accuracy: 0.899, Loss: 0.044 Epoch 18 Batch 107/269 - Train Accuracy: 0.896, Validation Accuracy: 0.893, Loss: 0.044 Epoch 18 Batch 108/269 - Train Accuracy: 0.892, Validation Accuracy: 0.896, Loss: 0.045 Epoch 18 Batch 109/269 - Train Accuracy: 0.884, Validation Accuracy: 0.902, Loss: 0.053 Epoch 18 Batch 110/269 - Train Accuracy: 0.889, Validation Accuracy: 0.900, Loss: 0.043 Epoch 18 Batch 111/269 - Train Accuracy: 0.901, Validation Accuracy: 0.887, Loss: 0.042 Epoch 18 Batch 112/269 - Train Accuracy: 0.878, Validation Accuracy: 0.887, Loss: 0.045 Epoch 18 Batch 113/269 - Train Accuracy: 0.889, Validation Accuracy: 0.888, Loss: 0.046 Epoch 18 Batch 114/269 - Train Accuracy: 0.903, Validation Accuracy: 0.891, Loss: 0.045 Epoch 18 Batch 115/269 - Train Accuracy: 0.881, Validation Accuracy: 0.894, Loss: 0.047 Epoch 18 Batch 116/269 - Train Accuracy: 0.899, Validation Accuracy: 0.895, Loss: 0.042 Epoch 18 Batch 117/269 - Train Accuracy: 0.896, Validation Accuracy: 0.897, Loss: 0.044 Epoch 18 Batch 118/269 - Train Accuracy: 0.897, Validation Accuracy: 0.890, Loss: 0.042 Epoch 18 Batch 119/269 - Train Accuracy: 0.905, Validation Accuracy: 0.892, Loss: 0.042 Epoch 18 Batch 120/269 - Train Accuracy: 0.907, Validation Accuracy: 0.885, Loss: 0.043 Epoch 18 Batch 121/269 - Train Accuracy: 0.897, Validation Accuracy: 0.884, Loss: 0.040 Epoch 18 Batch 122/269 - Train Accuracy: 0.916, Validation Accuracy: 0.885, Loss: 0.039 Epoch 18 Batch 123/269 - Train Accuracy: 0.894, Validation Accuracy: 0.886, Loss: 0.045 Epoch 18 Batch 124/269 - Train Accuracy: 0.893, Validation Accuracy: 0.886, Loss: 0.041 Epoch 18 Batch 125/269 - Train Accuracy: 0.890, Validation Accuracy: 0.886, Loss: 0.047 Epoch 18 Batch 126/269 - Train Accuracy: 0.867, Validation Accuracy: 0.889, Loss: 0.047 Epoch 18 Batch 127/269 - Train Accuracy: 0.892, Validation Accuracy: 0.890, Loss: 0.046 Epoch 18 Batch 128/269 - Train Accuracy: 0.895, Validation Accuracy: 0.892, Loss: 0.044 Epoch 18 Batch 129/269 - Train Accuracy: 0.899, Validation Accuracy: 0.894, Loss: 0.042 Epoch 18 Batch 130/269 - Train Accuracy: 0.900, Validation Accuracy: 0.889, Loss: 0.045 Epoch 18 Batch 131/269 - Train Accuracy: 0.870, Validation Accuracy: 0.888, Loss: 0.048 Epoch 18 Batch 132/269 - Train Accuracy: 0.889, Validation Accuracy: 0.887, Loss: 0.046 Epoch 18 Batch 133/269 - Train Accuracy: 0.886, Validation Accuracy: 0.887, Loss: 0.041 Epoch 18 Batch 134/269 - Train Accuracy: 0.891, Validation Accuracy: 0.892, Loss: 0.044 Epoch 18 Batch 135/269 - Train Accuracy: 0.893, Validation Accuracy: 0.892, Loss: 0.043 Epoch 18 Batch 136/269 - Train Accuracy: 0.886, Validation Accuracy: 0.891, Loss: 0.048 Epoch 18 Batch 137/269 - Train Accuracy: 0.896, Validation Accuracy: 0.884, Loss: 0.047 Epoch 18 Batch 138/269 - Train Accuracy: 0.875, Validation Accuracy: 0.883, Loss: 0.046 Epoch 18 Batch 139/269 - Train Accuracy: 0.903, Validation Accuracy: 0.890, Loss: 0.038 Epoch 18 Batch 140/269 - Train Accuracy: 0.899, Validation Accuracy: 0.893, Loss: 0.045 Epoch 18 Batch 141/269 - Train Accuracy: 0.895, Validation Accuracy: 0.898, Loss: 0.050 Epoch 18 Batch 142/269 - Train Accuracy: 0.893, Validation Accuracy: 0.892, Loss: 0.048 Epoch 18 Batch 143/269 - Train Accuracy: 0.909, Validation Accuracy: 0.888, Loss: 0.043 Epoch 18 Batch 144/269 - Train Accuracy: 0.903, Validation Accuracy: 0.884, Loss: 0.040 Epoch 18 Batch 145/269 - Train Accuracy: 0.910, Validation Accuracy: 0.889, Loss: 0.043 Epoch 18 Batch 146/269 - Train Accuracy: 0.903, Validation Accuracy: 0.894, Loss: 0.042 Epoch 18 Batch 147/269 - Train Accuracy: 0.886, Validation Accuracy: 0.890, Loss: 0.046 Epoch 18 Batch 148/269 - Train Accuracy: 0.915, Validation Accuracy: 0.888, Loss: 0.046 Epoch 18 Batch 149/269 - Train Accuracy: 0.900, Validation Accuracy: 0.891, Loss: 0.048 Epoch 18 Batch 150/269 - Train Accuracy: 0.886, Validation Accuracy: 0.887, Loss: 0.050 Epoch 18 Batch 151/269 - Train Accuracy: 0.910, Validation Accuracy: 0.889, Loss: 0.046 Epoch 18 Batch 152/269 - Train Accuracy: 0.902, Validation Accuracy: 0.890, Loss: 0.048 Epoch 18 Batch 153/269 - Train Accuracy: 0.899, Validation Accuracy: 0.894, Loss: 0.042 Epoch 18 Batch 154/269 - Train Accuracy: 0.901, Validation Accuracy: 0.892, Loss: 0.044 Epoch 18 Batch 155/269 - Train Accuracy: 0.903, Validation Accuracy: 0.893, Loss: 0.044 Epoch 18 Batch 156/269 - Train Accuracy: 0.889, Validation Accuracy: 0.890, Loss: 0.044 Epoch 18 Batch 157/269 - Train Accuracy: 0.904, Validation Accuracy: 0.891, Loss: 0.042 Epoch 18 Batch 158/269 - Train Accuracy: 0.894, Validation Accuracy: 0.893, Loss: 0.044 Epoch 18 Batch 159/269 - Train Accuracy: 0.892, Validation Accuracy: 0.896, Loss: 0.046 Epoch 18 Batch 160/269 - Train Accuracy: 0.912, Validation Accuracy: 0.900, Loss: 0.041 Epoch 18 Batch 161/269 - Train Accuracy: 0.913, Validation Accuracy: 0.888, Loss: 0.039 Epoch 18 Batch 162/269 - Train Accuracy: 0.907, Validation Accuracy: 0.893, Loss: 0.045 Epoch 18 Batch 163/269 - Train Accuracy: 0.910, Validation Accuracy: 0.888, Loss: 0.044 Epoch 18 Batch 164/269 - Train Accuracy: 0.891, Validation Accuracy: 0.886, Loss: 0.048 Epoch 18 Batch 165/269 - Train Accuracy: 0.915, Validation Accuracy: 0.887, Loss: 0.045 Epoch 18 Batch 166/269 - Train Accuracy: 0.895, Validation Accuracy: 0.880, Loss: 0.047 Epoch 18 Batch 167/269 - Train Accuracy: 0.907, Validation Accuracy: 0.884, Loss: 0.042 Epoch 18 Batch 168/269 - Train Accuracy: 0.888, Validation Accuracy: 0.890, Loss: 0.043 Epoch 18 Batch 169/269 - Train Accuracy: 0.904, Validation Accuracy: 0.887, Loss: 0.042 Epoch 18 Batch 170/269 - Train Accuracy: 0.896, Validation Accuracy: 0.888, Loss: 0.049 Epoch 18 Batch 171/269 - Train Accuracy: 0.895, Validation Accuracy: 0.884, Loss: 0.049 Epoch 18 Batch 172/269 - Train Accuracy: 0.892, Validation Accuracy: 0.885, Loss: 0.051 Epoch 18 Batch 173/269 - Train Accuracy: 0.902, Validation Accuracy: 0.884, Loss: 0.041 Epoch 18 Batch 174/269 - Train Accuracy: 0.916, Validation Accuracy: 0.886, Loss: 0.047 Epoch 18 Batch 175/269 - Train Accuracy: 0.882, Validation Accuracy: 0.894, Loss: 0.056 Epoch 18 Batch 176/269 - Train Accuracy: 0.890, Validation Accuracy: 0.887, Loss: 0.046 Epoch 18 Batch 177/269 - Train Accuracy: 0.906, Validation Accuracy: 0.884, Loss: 0.042 Epoch 18 Batch 178/269 - Train Accuracy: 0.888, Validation Accuracy: 0.883, Loss: 0.044 Epoch 18 Batch 179/269 - Train Accuracy: 0.906, Validation Accuracy: 0.890, Loss: 0.048 Epoch 18 Batch 180/269 - Train Accuracy: 0.900, Validation Accuracy: 0.890, Loss: 0.044 Epoch 18 Batch 181/269 - Train Accuracy: 0.888, Validation Accuracy: 0.895, Loss: 0.052 Epoch 18 Batch 182/269 - Train Accuracy: 0.893, Validation Accuracy: 0.885, Loss: 0.044 Epoch 18 Batch 183/269 - Train Accuracy: 0.912, Validation Accuracy: 0.887, Loss: 0.040 Epoch 18 Batch 184/269 - Train Accuracy: 0.888, Validation Accuracy: 0.888, Loss: 0.053 Epoch 18 Batch 185/269 - Train Accuracy: 0.906, Validation Accuracy: 0.889, Loss: 0.044 Epoch 18 Batch 186/269 - Train Accuracy: 0.895, Validation Accuracy: 0.890, Loss: 0.048 Epoch 18 Batch 187/269 - Train Accuracy: 0.906, Validation Accuracy: 0.890, Loss: 0.050 Epoch 18 Batch 188/269 - Train Accuracy: 0.894, Validation Accuracy: 0.891, Loss: 0.044 Epoch 18 Batch 189/269 - Train Accuracy: 0.897, Validation Accuracy: 0.885, Loss: 0.052 Epoch 18 Batch 190/269 - Train Accuracy: 0.884, Validation Accuracy: 0.881, Loss: 0.048 Epoch 18 Batch 191/269 - Train Accuracy: 0.894, Validation Accuracy: 0.875, Loss: 0.051 Epoch 18 Batch 192/269 - Train Accuracy: 0.897, Validation Accuracy: 0.879, Loss: 0.047 Epoch 18 Batch 193/269 - Train Accuracy: 0.894, Validation Accuracy: 0.877, Loss: 0.045 Epoch 18 Batch 194/269 - Train Accuracy: 0.890, Validation Accuracy: 0.881, Loss: 0.047 Epoch 18 Batch 195/269 - Train Accuracy: 0.899, Validation Accuracy: 0.885, Loss: 0.043 Epoch 18 Batch 196/269 - Train Accuracy: 0.891, Validation Accuracy: 0.890, Loss: 0.047 Epoch 18 Batch 197/269 - Train Accuracy: 0.885, Validation Accuracy: 0.886, Loss: 0.044 Epoch 18 Batch 198/269 - Train Accuracy: 0.881, Validation Accuracy: 0.880, Loss: 0.046 Epoch 18 Batch 199/269 - Train Accuracy: 0.903, Validation Accuracy: 0.881, Loss: 0.044 Epoch 18 Batch 200/269 - Train Accuracy: 0.906, Validation Accuracy: 0.883, Loss: 0.043 Epoch 18 Batch 201/269 - Train Accuracy: 0.904, Validation Accuracy: 0.886, Loss: 0.044 Epoch 18 Batch 202/269 - Train Accuracy: 0.902, Validation Accuracy: 0.890, Loss: 0.045 Epoch 18 Batch 203/269 - Train Accuracy: 0.895, Validation Accuracy: 0.887, Loss: 0.044 Epoch 18 Batch 204/269 - Train Accuracy: 0.899, Validation Accuracy: 0.887, Loss: 0.047 Epoch 18 Batch 205/269 - Train Accuracy: 0.893, Validation Accuracy: 0.879, Loss: 0.041 Epoch 18 Batch 206/269 - Train Accuracy: 0.895, Validation Accuracy: 0.880, Loss: 0.048 Epoch 18 Batch 207/269 - Train Accuracy: 0.908, Validation Accuracy: 0.890, Loss: 0.042 Epoch 18 Batch 208/269 - Train Accuracy: 0.896, Validation Accuracy: 0.889, Loss: 0.048 Epoch 18 Batch 209/269 - Train Accuracy: 0.903, Validation Accuracy: 0.886, Loss: 0.043 Epoch 18 Batch 210/269 - Train Accuracy: 0.892, Validation Accuracy: 0.886, Loss: 0.041 Epoch 18 Batch 211/269 - Train Accuracy: 0.906, Validation Accuracy: 0.886, Loss: 0.050 Epoch 18 Batch 212/269 - Train Accuracy: 0.892, Validation Accuracy: 0.892, Loss: 0.048 Epoch 18 Batch 213/269 - Train Accuracy: 0.899, Validation Accuracy: 0.890, Loss: 0.041 Epoch 18 Batch 214/269 - Train Accuracy: 0.904, Validation Accuracy: 0.889, Loss: 0.043 Epoch 18 Batch 215/269 - Train Accuracy: 0.906, Validation Accuracy: 0.891, Loss: 0.045 Epoch 18 Batch 216/269 - Train Accuracy: 0.888, Validation Accuracy: 0.888, Loss: 0.052 Epoch 18 Batch 217/269 - Train Accuracy: 0.888, Validation Accuracy: 0.886, Loss: 0.045 Epoch 18 Batch 218/269 - Train Accuracy: 0.905, Validation Accuracy: 0.891, Loss: 0.042 Epoch 18 Batch 219/269 - Train Accuracy: 0.893, Validation Accuracy: 0.889, Loss: 0.043 Epoch 18 Batch 220/269 - Train Accuracy: 0.889, Validation Accuracy: 0.887, Loss: 0.040 Epoch 18 Batch 221/269 - Train Accuracy: 0.915, Validation Accuracy: 0.888, Loss: 0.041 Epoch 18 Batch 222/269 - Train Accuracy: 0.913, Validation Accuracy: 0.889, Loss: 0.042 Epoch 18 Batch 223/269 - Train Accuracy: 0.895, Validation Accuracy: 0.885, Loss: 0.040 Epoch 18 Batch 224/269 - Train Accuracy: 0.901, Validation Accuracy: 0.888, Loss: 0.047 Epoch 18 Batch 225/269 - Train Accuracy: 0.881, Validation Accuracy: 0.886, Loss: 0.044 Epoch 18 Batch 226/269 - Train Accuracy: 0.892, Validation Accuracy: 0.888, Loss: 0.047 Epoch 18 Batch 227/269 - Train Accuracy: 0.910, Validation Accuracy: 0.884, Loss: 0.043 Epoch 18 Batch 228/269 - Train Accuracy: 0.911, Validation Accuracy: 0.887, Loss: 0.043 Epoch 18 Batch 229/269 - Train Accuracy: 0.909, Validation Accuracy: 0.889, Loss: 0.037 Epoch 18 Batch 230/269 - Train Accuracy: 0.898, Validation Accuracy: 0.892, Loss: 0.044 Epoch 18 Batch 231/269 - Train Accuracy: 0.871, Validation Accuracy: 0.887, Loss: 0.049 Epoch 18 Batch 232/269 - Train Accuracy: 0.892, Validation Accuracy: 0.886, Loss: 0.045 Epoch 18 Batch 233/269 - Train Accuracy: 0.905, Validation Accuracy: 0.891, Loss: 0.046 Epoch 18 Batch 234/269 - Train Accuracy: 0.900, Validation Accuracy: 0.889, Loss: 0.038 Epoch 18 Batch 235/269 - Train Accuracy: 0.925, Validation Accuracy: 0.884, Loss: 0.035 Epoch 18 Batch 236/269 - Train Accuracy: 0.892, Validation Accuracy: 0.887, Loss: 0.044 Epoch 18 Batch 237/269 - Train Accuracy: 0.916, Validation Accuracy: 0.883, Loss: 0.040 Epoch 18 Batch 238/269 - Train Accuracy: 0.899, Validation Accuracy: 0.889, Loss: 0.043 Epoch 18 Batch 239/269 - Train Accuracy: 0.919, Validation Accuracy: 0.892, Loss: 0.038 Epoch 18 Batch 240/269 - Train Accuracy: 0.914, Validation Accuracy: 0.894, Loss: 0.038 Epoch 18 Batch 241/269 - Train Accuracy: 0.888, Validation Accuracy: 0.889, Loss: 0.048 Epoch 18 Batch 242/269 - Train Accuracy: 0.911, Validation Accuracy: 0.890, Loss: 0.043 Epoch 18 Batch 243/269 - Train Accuracy: 0.908, Validation Accuracy: 0.883, Loss: 0.040 Epoch 18 Batch 244/269 - Train Accuracy: 0.883, Validation Accuracy: 0.887, Loss: 0.050 Epoch 18 Batch 245/269 - Train Accuracy: 0.890, Validation Accuracy: 0.887, Loss: 0.044 Epoch 18 Batch 246/269 - Train Accuracy: 0.882, Validation Accuracy: 0.889, Loss: 0.046 Epoch 18 Batch 247/269 - Train Accuracy: 0.905, Validation Accuracy: 0.890, Loss: 0.045 Epoch 18 Batch 248/269 - Train Accuracy: 0.891, Validation Accuracy: 0.893, Loss: 0.043 Epoch 18 Batch 249/269 - Train Accuracy: 0.914, Validation Accuracy: 0.892, Loss: 0.042 Epoch 18 Batch 250/269 - Train Accuracy: 0.894, Validation Accuracy: 0.892, Loss: 0.044 Epoch 18 Batch 251/269 - Train Accuracy: 0.907, Validation Accuracy: 0.885, Loss: 0.039 Epoch 18 Batch 252/269 - Train Accuracy: 0.910, Validation Accuracy: 0.886, Loss: 0.040 Epoch 18 Batch 253/269 - Train Accuracy: 0.892, Validation Accuracy: 0.894, Loss: 0.049 Epoch 18 Batch 254/269 - Train Accuracy: 0.898, Validation Accuracy: 0.893, Loss: 0.044 Epoch 18 Batch 255/269 - Train Accuracy: 0.915, Validation Accuracy: 0.893, Loss: 0.037 Epoch 18 Batch 256/269 - Train Accuracy: 0.897, Validation Accuracy: 0.901, Loss: 0.047 Epoch 18 Batch 257/269 - Train Accuracy: 0.892, Validation Accuracy: 0.889, Loss: 0.045 Epoch 18 Batch 258/269 - Train Accuracy: 0.907, Validation Accuracy: 0.888, Loss: 0.042 Epoch 18 Batch 259/269 - Train Accuracy: 0.917, Validation Accuracy: 0.889, Loss: 0.039 Epoch 18 Batch 260/269 - Train Accuracy: 0.893, Validation Accuracy: 0.886, Loss: 0.047 Epoch 18 Batch 261/269 - Train Accuracy: 0.887, Validation Accuracy: 0.886, Loss: 0.045 Epoch 18 Batch 262/269 - Train Accuracy: 0.899, Validation Accuracy: 0.889, Loss: 0.042 Epoch 18 Batch 263/269 - Train Accuracy: 0.898, Validation Accuracy: 0.892, Loss: 0.046 Epoch 18 Batch 264/269 - Train Accuracy: 0.895, Validation Accuracy: 0.898, Loss: 0.046 Epoch 18 Batch 265/269 - Train Accuracy: 0.903, Validation Accuracy: 0.890, Loss: 0.043 Epoch 18 Batch 266/269 - Train Accuracy: 0.900, Validation Accuracy: 0.889, Loss: 0.041 Epoch 18 Batch 267/269 - Train Accuracy: 0.890, Validation Accuracy: 0.897, Loss: 0.045 Epoch 19 Batch 0/269 - Train Accuracy: 0.908, Validation Accuracy: 0.893, Loss: 0.048 Epoch 19 Batch 1/269 - Train Accuracy: 0.909, Validation Accuracy: 0.900, Loss: 0.040 Epoch 19 Batch 2/269 - Train Accuracy: 0.901, Validation Accuracy: 0.893, Loss: 0.042 Epoch 19 Batch 3/269 - Train Accuracy: 0.921, Validation Accuracy: 0.892, Loss: 0.039 Epoch 19 Batch 4/269 - Train Accuracy: 0.890, Validation Accuracy: 0.892, Loss: 0.048 Epoch 19 Batch 5/269 - Train Accuracy: 0.884, Validation Accuracy: 0.886, Loss: 0.043 Epoch 19 Batch 6/269 - Train Accuracy: 0.905, Validation Accuracy: 0.880, Loss: 0.041 Epoch 19 Batch 7/269 - Train Accuracy: 0.891, Validation Accuracy: 0.880, Loss: 0.046 Epoch 19 Batch 8/269 - Train Accuracy: 0.906, Validation Accuracy: 0.880, Loss: 0.044 Epoch 19 Batch 9/269 - Train Accuracy: 0.886, Validation Accuracy: 0.882, Loss: 0.045 Epoch 19 Batch 10/269 - Train Accuracy: 0.904, Validation Accuracy: 0.882, Loss: 0.043 Epoch 19 Batch 11/269 - Train Accuracy: 0.900, Validation Accuracy: 0.879, Loss: 0.046 Epoch 19 Batch 12/269 - Train Accuracy: 0.889, Validation Accuracy: 0.882, Loss: 0.046 Epoch 19 Batch 13/269 - Train Accuracy: 0.905, Validation Accuracy: 0.887, Loss: 0.038 Epoch 19 Batch 14/269 - Train Accuracy: 0.892, Validation Accuracy: 0.889, Loss: 0.043 Epoch 19 Batch 15/269 - Train Accuracy: 0.911, Validation Accuracy: 0.895, Loss: 0.035 Epoch 19 Batch 16/269 - Train Accuracy: 0.899, Validation Accuracy: 0.898, Loss: 0.045 Epoch 19 Batch 17/269 - Train Accuracy: 0.913, Validation Accuracy: 0.895, Loss: 0.039 Epoch 19 Batch 18/269 - Train Accuracy: 0.895, Validation Accuracy: 0.895, Loss: 0.041 Epoch 19 Batch 19/269 - Train Accuracy: 0.920, Validation Accuracy: 0.893, Loss: 0.034 Epoch 19 Batch 20/269 - Train Accuracy: 0.909, Validation Accuracy: 0.901, Loss: 0.043 Epoch 19 Batch 21/269 - Train Accuracy: 0.890, Validation Accuracy: 0.896, Loss: 0.045 Epoch 19 Batch 22/269 - Train Accuracy: 0.919, Validation Accuracy: 0.898, Loss: 0.039 Epoch 19 Batch 23/269 - Train Accuracy: 0.899, Validation Accuracy: 0.890, Loss: 0.041 Epoch 19 Batch 24/269 - Train Accuracy: 0.899, Validation Accuracy: 0.897, Loss: 0.044 Epoch 19 Batch 25/269 - Train Accuracy: 0.909, Validation Accuracy: 0.898, Loss: 0.045 Epoch 19 Batch 26/269 - Train Accuracy: 0.899, Validation Accuracy: 0.895, Loss: 0.039 Epoch 19 Batch 27/269 - Train Accuracy: 0.894, Validation Accuracy: 0.899, Loss: 0.041 Epoch 19 Batch 28/269 - Train Accuracy: 0.887, Validation Accuracy: 0.889, Loss: 0.042 Epoch 19 Batch 29/269 - Train Accuracy: 0.905, Validation Accuracy: 0.891, Loss: 0.041 Epoch 19 Batch 30/269 - Train Accuracy: 0.916, Validation Accuracy: 0.893, Loss: 0.040 Epoch 19 Batch 31/269 - Train Accuracy: 0.908, Validation Accuracy: 0.898, Loss: 0.039 Epoch 19 Batch 32/269 - Train Accuracy: 0.915, Validation Accuracy: 0.897, Loss: 0.034 Epoch 19 Batch 33/269 - Train Accuracy: 0.907, Validation Accuracy: 0.898, Loss: 0.042 Epoch 19 Batch 34/269 - Train Accuracy: 0.916, Validation Accuracy: 0.891, Loss: 0.040 Epoch 19 Batch 35/269 - Train Accuracy: 0.902, Validation Accuracy: 0.891, Loss: 0.051 Epoch 19 Batch 36/269 - Train Accuracy: 0.899, Validation Accuracy: 0.894, Loss: 0.045 Epoch 19 Batch 37/269 - Train Accuracy: 0.909, Validation Accuracy: 0.894, Loss: 0.039 Epoch 19 Batch 38/269 - Train Accuracy: 0.909, Validation Accuracy: 0.895, Loss: 0.042 Epoch 19 Batch 39/269 - Train Accuracy: 0.909, Validation Accuracy: 0.892, Loss: 0.037 Epoch 19 Batch 40/269 - Train Accuracy: 0.902, Validation Accuracy: 0.891, Loss: 0.044 Epoch 19 Batch 41/269 - Train Accuracy: 0.897, Validation Accuracy: 0.893, Loss: 0.041 Epoch 19 Batch 42/269 - Train Accuracy: 0.908, Validation Accuracy: 0.893, Loss: 0.043 Epoch 19 Batch 43/269 - Train Accuracy: 0.906, Validation Accuracy: 0.895, Loss: 0.039 Epoch 19 Batch 44/269 - Train Accuracy: 0.914, Validation Accuracy: 0.894, Loss: 0.045 Epoch 19 Batch 45/269 - Train Accuracy: 0.899, Validation Accuracy: 0.897, Loss: 0.047 Epoch 19 Batch 46/269 - Train Accuracy: 0.906, Validation Accuracy: 0.897, Loss: 0.037 Epoch 19 Batch 47/269 - Train Accuracy: 0.911, Validation Accuracy: 0.895, Loss: 0.036 Epoch 19 Batch 48/269 - Train Accuracy: 0.914, Validation Accuracy: 0.896, Loss: 0.039 Epoch 19 Batch 49/269 - Train Accuracy: 0.908, Validation Accuracy: 0.896, Loss: 0.039 Epoch 19 Batch 50/269 - Train Accuracy: 0.891, Validation Accuracy: 0.887, Loss: 0.046 Epoch 19 Batch 51/269 - Train Accuracy: 0.897, Validation Accuracy: 0.891, Loss: 0.043 Epoch 19 Batch 52/269 - Train Accuracy: 0.893, Validation Accuracy: 0.890, Loss: 0.036 Epoch 19 Batch 53/269 - Train Accuracy: 0.911, Validation Accuracy: 0.894, Loss: 0.039 Epoch 19 Batch 54/269 - Train Accuracy: 0.910, Validation Accuracy: 0.885, Loss: 0.037 Epoch 19 Batch 55/269 - Train Accuracy: 0.920, Validation Accuracy: 0.880, Loss: 0.040 Epoch 19 Batch 56/269 - Train Accuracy: 0.902, Validation Accuracy: 0.889, Loss: 0.041 Epoch 19 Batch 57/269 - Train Accuracy: 0.909, Validation Accuracy: 0.892, Loss: 0.040 Epoch 19 Batch 58/269 - Train Accuracy: 0.896, Validation Accuracy: 0.891, Loss: 0.039 Epoch 19 Batch 59/269 - Train Accuracy: 0.922, Validation Accuracy: 0.883, Loss: 0.036 Epoch 19 Batch 60/269 - Train Accuracy: 0.907, Validation Accuracy: 0.891, Loss: 0.040 Epoch 19 Batch 61/269 - Train Accuracy: 0.894, Validation Accuracy: 0.892, Loss: 0.039 Epoch 19 Batch 62/269 - Train Accuracy: 0.906, Validation Accuracy: 0.889, Loss: 0.042 Epoch 19 Batch 63/269 - Train Accuracy: 0.911, Validation Accuracy: 0.891, Loss: 0.041 Epoch 19 Batch 64/269 - Train Accuracy: 0.919, Validation Accuracy: 0.891, Loss: 0.038 Epoch 19 Batch 65/269 - Train Accuracy: 0.897, Validation Accuracy: 0.891, Loss: 0.040 Epoch 19 Batch 66/269 - Train Accuracy: 0.911, Validation Accuracy: 0.890, Loss: 0.042 Epoch 19 Batch 67/269 - Train Accuracy: 0.898, Validation Accuracy: 0.889, Loss: 0.043 Epoch 19 Batch 68/269 - Train Accuracy: 0.898, Validation Accuracy: 0.892, Loss: 0.043 Epoch 19 Batch 69/269 - Train Accuracy: 0.900, Validation Accuracy: 0.896, Loss: 0.044 Epoch 19 Batch 70/269 - Train Accuracy: 0.936, Validation Accuracy: 0.894, Loss: 0.036 Epoch 19 Batch 71/269 - Train Accuracy: 0.902, Validation Accuracy: 0.896, Loss: 0.044 Epoch 19 Batch 72/269 - Train Accuracy: 0.901, Validation Accuracy: 0.898, Loss: 0.043 Epoch 19 Batch 73/269 - Train Accuracy: 0.903, Validation Accuracy: 0.896, Loss: 0.041 Epoch 19 Batch 74/269 - Train Accuracy: 0.921, Validation Accuracy: 0.894, Loss: 0.034 Epoch 19 Batch 75/269 - Train Accuracy: 0.915, Validation Accuracy: 0.892, Loss: 0.041 Epoch 19 Batch 76/269 - Train Accuracy: 0.900, Validation Accuracy: 0.895, Loss: 0.038 Epoch 19 Batch 77/269 - Train Accuracy: 0.913, Validation Accuracy: 0.897, Loss: 0.038 Epoch 19 Batch 78/269 - Train Accuracy: 0.910, Validation Accuracy: 0.899, Loss: 0.039 Epoch 19 Batch 79/269 - Train Accuracy: 0.900, Validation Accuracy: 0.898, Loss: 0.039 Epoch 19 Batch 80/269 - Train Accuracy: 0.906, Validation Accuracy: 0.898, Loss: 0.038 Epoch 19 Batch 81/269 - Train Accuracy: 0.911, Validation Accuracy: 0.901, Loss: 0.042 Epoch 19 Batch 82/269 - Train Accuracy: 0.904, Validation Accuracy: 0.897, Loss: 0.033 Epoch 19 Batch 83/269 - Train Accuracy: 0.893, Validation Accuracy: 0.900, Loss: 0.045 Epoch 19 Batch 84/269 - Train Accuracy: 0.913, Validation Accuracy: 0.900, Loss: 0.036 Epoch 19 Batch 85/269 - Train Accuracy: 0.904, Validation Accuracy: 0.895, Loss: 0.036 Epoch 19 Batch 86/269 - Train Accuracy: 0.896, Validation Accuracy: 0.895, Loss: 0.036 Epoch 19 Batch 87/269 - Train Accuracy: 0.908, Validation Accuracy: 0.896, Loss: 0.039 Epoch 19 Batch 88/269 - Train Accuracy: 0.905, Validation Accuracy: 0.902, Loss: 0.038 Epoch 19 Batch 89/269 - Train Accuracy: 0.916, Validation Accuracy: 0.898, Loss: 0.038 Epoch 19 Batch 90/269 - Train Accuracy: 0.899, Validation Accuracy: 0.902, Loss: 0.042 Epoch 19 Batch 91/269 - Train Accuracy: 0.915, Validation Accuracy: 0.901, Loss: 0.037 Epoch 19 Batch 92/269 - Train Accuracy: 0.912, Validation Accuracy: 0.906, Loss: 0.037 Epoch 19 Batch 93/269 - Train Accuracy: 0.914, Validation Accuracy: 0.902, Loss: 0.037 Epoch 19 Batch 94/269 - Train Accuracy: 0.899, Validation Accuracy: 0.898, Loss: 0.047 Epoch 19 Batch 95/269 - Train Accuracy: 0.902, Validation Accuracy: 0.894, Loss: 0.040 Epoch 19 Batch 96/269 - Train Accuracy: 0.895, Validation Accuracy: 0.887, Loss: 0.044 Epoch 19 Batch 97/269 - Train Accuracy: 0.906, Validation Accuracy: 0.900, Loss: 0.039 Epoch 19 Batch 98/269 - Train Accuracy: 0.910, Validation Accuracy: 0.899, Loss: 0.041 Epoch 19 Batch 99/269 - Train Accuracy: 0.909, Validation Accuracy: 0.896, Loss: 0.035 Epoch 19 Batch 100/269 - Train Accuracy: 0.925, Validation Accuracy: 0.896, Loss: 0.039 Epoch 19 Batch 101/269 - Train Accuracy: 0.893, Validation Accuracy: 0.893, Loss: 0.045 Epoch 19 Batch 102/269 - Train Accuracy: 0.898, Validation Accuracy: 0.898, Loss: 0.039 Epoch 19 Batch 103/269 - Train Accuracy: 0.899, Validation Accuracy: 0.900, Loss: 0.042 Epoch 19 Batch 104/269 - Train Accuracy: 0.901, Validation Accuracy: 0.896, Loss: 0.036 Epoch 19 Batch 105/269 - Train Accuracy: 0.900, Validation Accuracy: 0.890, Loss: 0.044 Epoch 19 Batch 106/269 - Train Accuracy: 0.912, Validation Accuracy: 0.895, Loss: 0.038 Epoch 19 Batch 107/269 - Train Accuracy: 0.915, Validation Accuracy: 0.898, Loss: 0.036 Epoch 19 Batch 108/269 - Train Accuracy: 0.910, Validation Accuracy: 0.902, Loss: 0.038 Epoch 19 Batch 109/269 - Train Accuracy: 0.902, Validation Accuracy: 0.896, Loss: 0.046 Epoch 19 Batch 110/269 - Train Accuracy: 0.905, Validation Accuracy: 0.899, Loss: 0.036 Epoch 19 Batch 111/269 - Train Accuracy: 0.911, Validation Accuracy: 0.896, Loss: 0.036 Epoch 19 Batch 112/269 - Train Accuracy: 0.895, Validation Accuracy: 0.894, Loss: 0.040 Epoch 19 Batch 113/269 - Train Accuracy: 0.908, Validation Accuracy: 0.894, Loss: 0.037 Epoch 19 Batch 114/269 - Train Accuracy: 0.911, Validation Accuracy: 0.897, Loss: 0.039 Epoch 19 Batch 115/269 - Train Accuracy: 0.901, Validation Accuracy: 0.896, Loss: 0.041 Epoch 19 Batch 116/269 - Train Accuracy: 0.905, Validation Accuracy: 0.896, Loss: 0.038 Epoch 19 Batch 117/269 - Train Accuracy: 0.904, Validation Accuracy: 0.905, Loss: 0.040 Epoch 19 Batch 118/269 - Train Accuracy: 0.911, Validation Accuracy: 0.905, Loss: 0.035 Epoch 19 Batch 119/269 - Train Accuracy: 0.923, Validation Accuracy: 0.904, Loss: 0.036 Epoch 19 Batch 120/269 - Train Accuracy: 0.912, Validation Accuracy: 0.904, Loss: 0.040 Epoch 19 Batch 121/269 - Train Accuracy: 0.904, Validation Accuracy: 0.901, Loss: 0.033 Epoch 19 Batch 122/269 - Train Accuracy: 0.919, Validation Accuracy: 0.910, Loss: 0.036 Epoch 19 Batch 123/269 - Train Accuracy: 0.904, Validation Accuracy: 0.911, Loss: 0.039 Epoch 19 Batch 124/269 - Train Accuracy: 0.909, Validation Accuracy: 0.904, Loss: 0.033 Epoch 19 Batch 125/269 - Train Accuracy: 0.914, Validation Accuracy: 0.899, Loss: 0.036 Epoch 19 Batch 126/269 - Train Accuracy: 0.897, Validation Accuracy: 0.896, Loss: 0.037 Epoch 19 Batch 127/269 - Train Accuracy: 0.903, Validation Accuracy: 0.895, Loss: 0.040 Epoch 19 Batch 128/269 - Train Accuracy: 0.904, Validation Accuracy: 0.900, Loss: 0.040 Epoch 19 Batch 129/269 - Train Accuracy: 0.903, Validation Accuracy: 0.898, Loss: 0.041 Epoch 19 Batch 130/269 - Train Accuracy: 0.898, Validation Accuracy: 0.906, Loss: 0.042 Epoch 19 Batch 131/269 - Train Accuracy: 0.884, Validation Accuracy: 0.900, Loss: 0.045 Epoch 19 Batch 132/269 - Train Accuracy: 0.908, Validation Accuracy: 0.896, Loss: 0.041 Epoch 19 Batch 133/269 - Train Accuracy: 0.900, Validation Accuracy: 0.891, Loss: 0.039 Epoch 19 Batch 134/269 - Train Accuracy: 0.907, Validation Accuracy: 0.889, Loss: 0.040 Epoch 19 Batch 135/269 - Train Accuracy: 0.909, Validation Accuracy: 0.892, Loss: 0.037 Epoch 19 Batch 136/269 - Train Accuracy: 0.891, Validation Accuracy: 0.899, Loss: 0.043 Epoch 19 Batch 137/269 - Train Accuracy: 0.897, Validation Accuracy: 0.894, Loss: 0.041 Epoch 19 Batch 138/269 - Train Accuracy: 0.894, Validation Accuracy: 0.896, Loss: 0.040 Epoch 19 Batch 139/269 - Train Accuracy: 0.908, Validation Accuracy: 0.899, Loss: 0.033 Epoch 19 Batch 140/269 - Train Accuracy: 0.908, Validation Accuracy: 0.906, Loss: 0.042 Epoch 19 Batch 141/269 - Train Accuracy: 0.912, Validation Accuracy: 0.897, Loss: 0.039 Epoch 19 Batch 142/269 - Train Accuracy: 0.908, Validation Accuracy: 0.891, Loss: 0.039 Epoch 19 Batch 143/269 - Train Accuracy: 0.920, Validation Accuracy: 0.897, Loss: 0.038 Epoch 19 Batch 144/269 - Train Accuracy: 0.924, Validation Accuracy: 0.896, Loss: 0.033 Epoch 19 Batch 145/269 - Train Accuracy: 0.913, Validation Accuracy: 0.899, Loss: 0.036 Epoch 19 Batch 146/269 - Train Accuracy: 0.910, Validation Accuracy: 0.899, Loss: 0.036 Epoch 19 Batch 147/269 - Train Accuracy: 0.911, Validation Accuracy: 0.898, Loss: 0.042 Epoch 19 Batch 148/269 - Train Accuracy: 0.911, Validation Accuracy: 0.898, Loss: 0.038 Epoch 19 Batch 149/269 - Train Accuracy: 0.897, Validation Accuracy: 0.903, Loss: 0.042 Epoch 19 Batch 150/269 - Train Accuracy: 0.894, Validation Accuracy: 0.906, Loss: 0.039 Epoch 19 Batch 151/269 - Train Accuracy: 0.924, Validation Accuracy: 0.902, Loss: 0.039 Epoch 19 Batch 152/269 - Train Accuracy: 0.917, Validation Accuracy: 0.897, Loss: 0.040 Epoch 19 Batch 153/269 - Train Accuracy: 0.925, Validation Accuracy: 0.899, Loss: 0.034 Epoch 19 Batch 154/269 - Train Accuracy: 0.914, Validation Accuracy: 0.899, Loss: 0.039 Epoch 19 Batch 155/269 - Train Accuracy: 0.914, Validation Accuracy: 0.899, Loss: 0.036 Epoch 19 Batch 156/269 - Train Accuracy: 0.904, Validation Accuracy: 0.906, Loss: 0.036 Epoch 19 Batch 157/269 - Train Accuracy: 0.913, Validation Accuracy: 0.899, Loss: 0.035 Epoch 19 Batch 158/269 - Train Accuracy: 0.903, Validation Accuracy: 0.906, Loss: 0.037 Epoch 19 Batch 159/269 - Train Accuracy: 0.911, Validation Accuracy: 0.903, Loss: 0.036 Epoch 19 Batch 160/269 - Train Accuracy: 0.925, Validation Accuracy: 0.900, Loss: 0.034 Epoch 19 Batch 161/269 - Train Accuracy: 0.924, Validation Accuracy: 0.900, Loss: 0.035 Epoch 19 Batch 162/269 - Train Accuracy: 0.910, Validation Accuracy: 0.901, Loss: 0.035 Epoch 19 Batch 163/269 - Train Accuracy: 0.924, Validation Accuracy: 0.900, Loss: 0.035 Epoch 19 Batch 164/269 - Train Accuracy: 0.912, Validation Accuracy: 0.897, Loss: 0.039 Epoch 19 Batch 165/269 - Train Accuracy: 0.923, Validation Accuracy: 0.898, Loss: 0.037 Epoch 19 Batch 166/269 - Train Accuracy: 0.915, Validation Accuracy: 0.898, Loss: 0.034 Epoch 19 Batch 167/269 - Train Accuracy: 0.915, Validation Accuracy: 0.897, Loss: 0.036 Epoch 19 Batch 168/269 - Train Accuracy: 0.914, Validation Accuracy: 0.899, Loss: 0.036 Epoch 19 Batch 169/269 - Train Accuracy: 0.907, Validation Accuracy: 0.898, Loss: 0.035 Epoch 19 Batch 170/269 - Train Accuracy: 0.902, Validation Accuracy: 0.899, Loss: 0.037 Epoch 19 Batch 171/269 - Train Accuracy: 0.913, Validation Accuracy: 0.896, Loss: 0.038 Epoch 19 Batch 172/269 - Train Accuracy: 0.908, Validation Accuracy: 0.901, Loss: 0.037 Epoch 19 Batch 173/269 - Train Accuracy: 0.922, Validation Accuracy: 0.899, Loss: 0.032 Epoch 19 Batch 174/269 - Train Accuracy: 0.923, Validation Accuracy: 0.899, Loss: 0.036 Epoch 19 Batch 175/269 - Train Accuracy: 0.900, Validation Accuracy: 0.899, Loss: 0.048 Epoch 19 Batch 176/269 - Train Accuracy: 0.911, Validation Accuracy: 0.897, Loss: 0.038 Epoch 19 Batch 177/269 - Train Accuracy: 0.931, Validation Accuracy: 0.901, Loss: 0.031 Epoch 19 Batch 178/269 - Train Accuracy: 0.919, Validation Accuracy: 0.899, Loss: 0.037 Epoch 19 Batch 179/269 - Train Accuracy: 0.914, Validation Accuracy: 0.902, Loss: 0.039 Epoch 19 Batch 180/269 - Train Accuracy: 0.921, Validation Accuracy: 0.901, Loss: 0.039 Epoch 19 Batch 181/269 - Train Accuracy: 0.909, Validation Accuracy: 0.903, Loss: 0.044 Epoch 19 Batch 182/269 - Train Accuracy: 0.907, Validation Accuracy: 0.905, Loss: 0.035 Epoch 19 Batch 183/269 - Train Accuracy: 0.931, Validation Accuracy: 0.909, Loss: 0.031 Epoch 19 Batch 184/269 - Train Accuracy: 0.904, Validation Accuracy: 0.906, Loss: 0.037 Epoch 19 Batch 185/269 - Train Accuracy: 0.930, Validation Accuracy: 0.895, Loss: 0.036 Epoch 19 Batch 186/269 - Train Accuracy: 0.907, Validation Accuracy: 0.893, Loss: 0.033 Epoch 19 Batch 187/269 - Train Accuracy: 0.911, Validation Accuracy: 0.891, Loss: 0.035 Epoch 19 Batch 188/269 - Train Accuracy: 0.919, Validation Accuracy: 0.891, Loss: 0.036 Epoch 19 Batch 189/269 - Train Accuracy: 0.908, Validation Accuracy: 0.897, Loss: 0.040 Epoch 19 Batch 190/269 - Train Accuracy: 0.902, Validation Accuracy: 0.900, Loss: 0.039 Epoch 19 Batch 191/269 - Train Accuracy: 0.912, Validation Accuracy: 0.901, Loss: 0.036 Epoch 19 Batch 192/269 - Train Accuracy: 0.917, Validation Accuracy: 0.895, Loss: 0.034 Epoch 19 Batch 193/269 - Train Accuracy: 0.909, Validation Accuracy: 0.900, Loss: 0.038 Epoch 19 Batch 194/269 - Train Accuracy: 0.909, Validation Accuracy: 0.901, Loss: 0.038 Epoch 19 Batch 195/269 - Train Accuracy: 0.910, Validation Accuracy: 0.901, Loss: 0.033 Epoch 19 Batch 196/269 - Train Accuracy: 0.899, Validation Accuracy: 0.904, Loss: 0.038 Epoch 19 Batch 197/269 - Train Accuracy: 0.900, Validation Accuracy: 0.903, Loss: 0.040 Epoch 19 Batch 198/269 - Train Accuracy: 0.911, Validation Accuracy: 0.904, Loss: 0.038 Epoch 19 Batch 199/269 - Train Accuracy: 0.912, Validation Accuracy: 0.901, Loss: 0.037 Epoch 19 Batch 200/269 - Train Accuracy: 0.914, Validation Accuracy: 0.908, Loss: 0.037 Epoch 19 Batch 201/269 - Train Accuracy: 0.919, Validation Accuracy: 0.911, Loss: 0.037 Epoch 19 Batch 202/269 - Train Accuracy: 0.913, Validation Accuracy: 0.908, Loss: 0.034 Epoch 19 Batch 203/269 - Train Accuracy: 0.906, Validation Accuracy: 0.912, Loss: 0.041 Epoch 19 Batch 204/269 - Train Accuracy: 0.922, Validation Accuracy: 0.908, Loss: 0.038 Epoch 19 Batch 205/269 - Train Accuracy: 0.914, Validation Accuracy: 0.902, Loss: 0.039 Epoch 19 Batch 206/269 - Train Accuracy: 0.896, Validation Accuracy: 0.905, Loss: 0.041 Epoch 19 Batch 207/269 - Train Accuracy: 0.913, Validation Accuracy: 0.901, Loss: 0.034 Epoch 19 Batch 208/269 - Train Accuracy: 0.902, Validation Accuracy: 0.893, Loss: 0.039 Epoch 19 Batch 209/269 - Train Accuracy: 0.903, Validation Accuracy: 0.896, Loss: 0.035 Epoch 19 Batch 210/269 - Train Accuracy: 0.906, Validation Accuracy: 0.901, Loss: 0.035 Epoch 19 Batch 211/269 - Train Accuracy: 0.909, Validation Accuracy: 0.906, Loss: 0.043 Epoch 19 Batch 212/269 - Train Accuracy: 0.904, Validation Accuracy: 0.905, Loss: 0.040 Epoch 19 Batch 213/269 - Train Accuracy: 0.910, Validation Accuracy: 0.904, Loss: 0.036 Epoch 19 Batch 214/269 - Train Accuracy: 0.922, Validation Accuracy: 0.904, Loss: 0.035 Epoch 19 Batch 215/269 - Train Accuracy: 0.912, Validation Accuracy: 0.906, Loss: 0.038 Epoch 19 Batch 216/269 - Train Accuracy: 0.898, Validation Accuracy: 0.903, Loss: 0.045 Epoch 19 Batch 217/269 - Train Accuracy: 0.906, Validation Accuracy: 0.898, Loss: 0.041 Epoch 19 Batch 218/269 - Train Accuracy: 0.912, Validation Accuracy: 0.903, Loss: 0.034 Epoch 19 Batch 219/269 - Train Accuracy: 0.914, Validation Accuracy: 0.900, Loss: 0.040 Epoch 19 Batch 220/269 - Train Accuracy: 0.911, Validation Accuracy: 0.899, Loss: 0.036 Epoch 19 Batch 221/269 - Train Accuracy: 0.921, Validation Accuracy: 0.899, Loss: 0.036 Epoch 19 Batch 222/269 - Train Accuracy: 0.920, Validation Accuracy: 0.902, Loss: 0.033 Epoch 19 Batch 223/269 - Train Accuracy: 0.907, Validation Accuracy: 0.893, Loss: 0.033 Epoch 19 Batch 224/269 - Train Accuracy: 0.916, Validation Accuracy: 0.894, Loss: 0.041 Epoch 19 Batch 225/269 - Train Accuracy: 0.897, Validation Accuracy: 0.899, Loss: 0.038 Epoch 19 Batch 226/269 - Train Accuracy: 0.903, Validation Accuracy: 0.900, Loss: 0.040 Epoch 19 Batch 227/269 - Train Accuracy: 0.923, Validation Accuracy: 0.905, Loss: 0.039 Epoch 19 Batch 228/269 - Train Accuracy: 0.913, Validation Accuracy: 0.907, Loss: 0.036 Epoch 19 Batch 229/269 - Train Accuracy: 0.910, Validation Accuracy: 0.905, Loss: 0.034 Epoch 19 Batch 230/269 - Train Accuracy: 0.909, Validation Accuracy: 0.905, Loss: 0.036 Epoch 19 Batch 231/269 - Train Accuracy: 0.893, Validation Accuracy: 0.910, Loss: 0.041 Epoch 19 Batch 232/269 - Train Accuracy: 0.900, Validation Accuracy: 0.911, Loss: 0.042 Epoch 19 Batch 233/269 - Train Accuracy: 0.915, Validation Accuracy: 0.910, Loss: 0.039 Epoch 19 Batch 234/269 - Train Accuracy: 0.901, Validation Accuracy: 0.909, Loss: 0.038 Epoch 19 Batch 235/269 - Train Accuracy: 0.939, Validation Accuracy: 0.903, Loss: 0.031 Epoch 19 Batch 236/269 - Train Accuracy: 0.904, Validation Accuracy: 0.896, Loss: 0.038 Epoch 19 Batch 237/269 - Train Accuracy: 0.924, Validation Accuracy: 0.891, Loss: 0.039 Epoch 19 Batch 238/269 - Train Accuracy: 0.904, Validation Accuracy: 0.892, Loss: 0.038 Epoch 19 Batch 239/269 - Train Accuracy: 0.920, Validation Accuracy: 0.895, Loss: 0.039 Epoch 19 Batch 240/269 - Train Accuracy: 0.922, Validation Accuracy: 0.894, Loss: 0.036 Epoch 19 Batch 241/269 - Train Accuracy: 0.892, Validation Accuracy: 0.900, Loss: 0.043 Epoch 19 Batch 242/269 - Train Accuracy: 0.910, Validation Accuracy: 0.897, Loss: 0.039 Epoch 19 Batch 243/269 - Train Accuracy: 0.924, Validation Accuracy: 0.896, Loss: 0.033 Epoch 19 Batch 244/269 - Train Accuracy: 0.888, Validation Accuracy: 0.893, Loss: 0.042 Epoch 19 Batch 245/269 - Train Accuracy: 0.901, Validation Accuracy: 0.898, Loss: 0.039 Epoch 19 Batch 246/269 - Train Accuracy: 0.901, Validation Accuracy: 0.909, Loss: 0.041 Epoch 19 Batch 247/269 - Train Accuracy: 0.898, Validation Accuracy: 0.900, Loss: 0.040 Epoch 19 Batch 248/269 - Train Accuracy: 0.900, Validation Accuracy: 0.903, Loss: 0.040 Epoch 19 Batch 249/269 - Train Accuracy: 0.919, Validation Accuracy: 0.901, Loss: 0.037 Epoch 19 Batch 250/269 - Train Accuracy: 0.913, Validation Accuracy: 0.894, Loss: 0.042 Epoch 19 Batch 251/269 - Train Accuracy: 0.927, Validation Accuracy: 0.900, Loss: 0.036 Epoch 19 Batch 252/269 - Train Accuracy: 0.909, Validation Accuracy: 0.899, Loss: 0.036 Epoch 19 Batch 253/269 - Train Accuracy: 0.896, Validation Accuracy: 0.900, Loss: 0.041 Epoch 19 Batch 254/269 - Train Accuracy: 0.913, Validation Accuracy: 0.905, Loss: 0.037 Epoch 19 Batch 255/269 - Train Accuracy: 0.929, Validation Accuracy: 0.895, Loss: 0.032 Epoch 19 Batch 256/269 - Train Accuracy: 0.914, Validation Accuracy: 0.899, Loss: 0.036 Epoch 19 Batch 257/269 - Train Accuracy: 0.904, Validation Accuracy: 0.899, Loss: 0.041 Epoch 19 Batch 258/269 - Train Accuracy: 0.913, Validation Accuracy: 0.893, Loss: 0.037 Epoch 19 Batch 259/269 - Train Accuracy: 0.928, Validation Accuracy: 0.895, Loss: 0.036 Epoch 19 Batch 260/269 - Train Accuracy: 0.909, Validation Accuracy: 0.896, Loss: 0.040 Epoch 19 Batch 261/269 - Train Accuracy: 0.902, Validation Accuracy: 0.900, Loss: 0.040 Epoch 19 Batch 262/269 - Train Accuracy: 0.904, Validation Accuracy: 0.895, Loss: 0.037 Epoch 19 Batch 263/269 - Train Accuracy: 0.911, Validation Accuracy: 0.901, Loss: 0.040 Epoch 19 Batch 264/269 - Train Accuracy: 0.923, Validation Accuracy: 0.904, Loss: 0.039 Epoch 19 Batch 265/269 - Train Accuracy: 0.912, Validation Accuracy: 0.903, Loss: 0.041 Epoch 19 Batch 266/269 - Train Accuracy: 0.922, Validation Accuracy: 0.908, Loss: 0.033 Epoch 19 Batch 267/269 - Train Accuracy: 0.908, Validation Accuracy: 0.905, Loss: 0.039 Epoch 20 Batch 0/269 - Train Accuracy: 0.922, Validation Accuracy: 0.905, Loss: 0.038 Epoch 20 Batch 1/269 - Train Accuracy: 0.912, Validation Accuracy: 0.899, Loss: 0.036 Epoch 20 Batch 2/269 - Train Accuracy: 0.902, Validation Accuracy: 0.905, Loss: 0.038 Epoch 20 Batch 3/269 - Train Accuracy: 0.927, Validation Accuracy: 0.902, Loss: 0.034 Epoch 20 Batch 4/269 - Train Accuracy: 0.903, Validation Accuracy: 0.896, Loss: 0.041 Epoch 20 Batch 5/269 - Train Accuracy: 0.906, Validation Accuracy: 0.892, Loss: 0.038 Epoch 20 Batch 6/269 - Train Accuracy: 0.914, Validation Accuracy: 0.885, Loss: 0.037 Epoch 20 Batch 7/269 - Train Accuracy: 0.914, Validation Accuracy: 0.892, Loss: 0.037 Epoch 20 Batch 8/269 - Train Accuracy: 0.920, Validation Accuracy: 0.892, Loss: 0.037 Epoch 20 Batch 9/269 - Train Accuracy: 0.885, Validation Accuracy: 0.887, Loss: 0.044 Epoch 20 Batch 10/269 - Train Accuracy: 0.921, Validation Accuracy: 0.891, Loss: 0.040 Epoch 20 Batch 11/269 - Train Accuracy: 0.907, Validation Accuracy: 0.894, Loss: 0.041 Epoch 20 Batch 12/269 - Train Accuracy: 0.890, Validation Accuracy: 0.892, Loss: 0.042 Epoch 20 Batch 13/269 - Train Accuracy: 0.904, Validation Accuracy: 0.896, Loss: 0.035 Epoch 20 Batch 14/269 - Train Accuracy: 0.899, Validation Accuracy: 0.894, Loss: 0.038 Epoch 20 Batch 15/269 - Train Accuracy: 0.919, Validation Accuracy: 0.896, Loss: 0.031 Epoch 20 Batch 16/269 - Train Accuracy: 0.905, Validation Accuracy: 0.896, Loss: 0.039 Epoch 20 Batch 17/269 - Train Accuracy: 0.911, Validation Accuracy: 0.899, Loss: 0.039 Epoch 20 Batch 18/269 - Train Accuracy: 0.914, Validation Accuracy: 0.892, Loss: 0.039 Epoch 20 Batch 19/269 - Train Accuracy: 0.928, Validation Accuracy: 0.892, Loss: 0.032 Epoch 20 Batch 20/269 - Train Accuracy: 0.898, Validation Accuracy: 0.902, Loss: 0.045 Epoch 20 Batch 21/269 - Train Accuracy: 0.904, Validation Accuracy: 0.902, Loss: 0.045 Epoch 20 Batch 22/269 - Train Accuracy: 0.924, Validation Accuracy: 0.897, Loss: 0.032 Epoch 20 Batch 23/269 - Train Accuracy: 0.910, Validation Accuracy: 0.897, Loss: 0.041 Epoch 20 Batch 24/269 - Train Accuracy: 0.903, Validation Accuracy: 0.893, Loss: 0.040 Epoch 20 Batch 25/269 - Train Accuracy: 0.907, Validation Accuracy: 0.888, Loss: 0.041 Epoch 20 Batch 26/269 - Train Accuracy: 0.904, Validation Accuracy: 0.894, Loss: 0.041 Epoch 20 Batch 27/269 - Train Accuracy: 0.908, Validation Accuracy: 0.902, Loss: 0.039 Epoch 20 Batch 28/269 - Train Accuracy: 0.888, Validation Accuracy: 0.904, Loss: 0.040 Epoch 20 Batch 29/269 - Train Accuracy: 0.920, Validation Accuracy: 0.901, Loss: 0.037 Epoch 20 Batch 30/269 - Train Accuracy: 0.924, Validation Accuracy: 0.898, Loss: 0.038 Epoch 20 Batch 31/269 - Train Accuracy: 0.916, Validation Accuracy: 0.904, Loss: 0.035 Epoch 20 Batch 32/269 - Train Accuracy: 0.939, Validation Accuracy: 0.899, Loss: 0.026 Epoch 20 Batch 33/269 - Train Accuracy: 0.914, Validation Accuracy: 0.895, Loss: 0.034 Epoch 20 Batch 34/269 - Train Accuracy: 0.920, Validation Accuracy: 0.898, Loss: 0.034 Epoch 20 Batch 35/269 - Train Accuracy: 0.911, Validation Accuracy: 0.901, Loss: 0.046 Epoch 20 Batch 36/269 - Train Accuracy: 0.897, Validation Accuracy: 0.900, Loss: 0.041 Epoch 20 Batch 37/269 - Train Accuracy: 0.920, Validation Accuracy: 0.898, Loss: 0.037 Epoch 20 Batch 38/269 - Train Accuracy: 0.920, Validation Accuracy: 0.892, Loss: 0.038 Epoch 20 Batch 39/269 - Train Accuracy: 0.912, Validation Accuracy: 0.896, Loss: 0.034 Epoch 20 Batch 40/269 - Train Accuracy: 0.901, Validation Accuracy: 0.894, Loss: 0.038 Epoch 20 Batch 41/269 - Train Accuracy: 0.908, Validation Accuracy: 0.897, Loss: 0.038 Epoch 20 Batch 42/269 - Train Accuracy: 0.916, Validation Accuracy: 0.905, Loss: 0.036 Epoch 20 Batch 43/269 - Train Accuracy: 0.923, Validation Accuracy: 0.904, Loss: 0.036 Epoch 20 Batch 44/269 - Train Accuracy: 0.911, Validation Accuracy: 0.900, Loss: 0.039 Epoch 20 Batch 45/269 - Train Accuracy: 0.916, Validation Accuracy: 0.900, Loss: 0.040 Epoch 20 Batch 46/269 - Train Accuracy: 0.910, Validation Accuracy: 0.900, Loss: 0.034 Epoch 20 Batch 47/269 - Train Accuracy: 0.932, Validation Accuracy: 0.903, Loss: 0.030 Epoch 20 Batch 48/269 - Train Accuracy: 0.924, Validation Accuracy: 0.905, Loss: 0.033 Epoch 20 Batch 49/269 - Train Accuracy: 0.917, Validation Accuracy: 0.911, Loss: 0.038 Epoch 20 Batch 50/269 - Train Accuracy: 0.900, Validation Accuracy: 0.905, Loss: 0.041 Epoch 20 Batch 51/269 - Train Accuracy: 0.901, Validation Accuracy: 0.901, Loss: 0.037 Epoch 20 Batch 52/269 - Train Accuracy: 0.901, Validation Accuracy: 0.902, Loss: 0.036 Epoch 20 Batch 53/269 - Train Accuracy: 0.912, Validation Accuracy: 0.900, Loss: 0.036 Epoch 20 Batch 54/269 - Train Accuracy: 0.916, Validation Accuracy: 0.899, Loss: 0.033 Epoch 20 Batch 55/269 - Train Accuracy: 0.917, Validation Accuracy: 0.902, Loss: 0.036 Epoch 20 Batch 56/269 - Train Accuracy: 0.913, Validation Accuracy: 0.898, Loss: 0.037 Epoch 20 Batch 57/269 - Train Accuracy: 0.916, Validation Accuracy: 0.904, Loss: 0.035 Epoch 20 Batch 58/269 - Train Accuracy: 0.907, Validation Accuracy: 0.902, Loss: 0.036 Epoch 20 Batch 59/269 - Train Accuracy: 0.941, Validation Accuracy: 0.898, Loss: 0.029 Epoch 20 Batch 60/269 - Train Accuracy: 0.914, Validation Accuracy: 0.894, Loss: 0.038 Epoch 20 Batch 61/269 - Train Accuracy: 0.908, Validation Accuracy: 0.894, Loss: 0.033 Epoch 20 Batch 62/269 - Train Accuracy: 0.915, Validation Accuracy: 0.892, Loss: 0.038 Epoch 20 Batch 63/269 - Train Accuracy: 0.905, Validation Accuracy: 0.899, Loss: 0.038 Epoch 20 Batch 64/269 - Train Accuracy: 0.931, Validation Accuracy: 0.896, Loss: 0.031 Epoch 20 Batch 65/269 - Train Accuracy: 0.910, Validation Accuracy: 0.904, Loss: 0.035 Epoch 20 Batch 66/269 - Train Accuracy: 0.918, Validation Accuracy: 0.903, Loss: 0.036 Epoch 20 Batch 67/269 - Train Accuracy: 0.919, Validation Accuracy: 0.906, Loss: 0.043 Epoch 20 Batch 68/269 - Train Accuracy: 0.909, Validation Accuracy: 0.905, Loss: 0.040 Epoch 20 Batch 69/269 - Train Accuracy: 0.913, Validation Accuracy: 0.905, Loss: 0.039 Epoch 20 Batch 70/269 - Train Accuracy: 0.935, Validation Accuracy: 0.905, Loss: 0.033 Epoch 20 Batch 71/269 - Train Accuracy: 0.913, Validation Accuracy: 0.908, Loss: 0.039 Epoch 20 Batch 72/269 - Train Accuracy: 0.910, Validation Accuracy: 0.905, Loss: 0.035 Epoch 20 Batch 73/269 - Train Accuracy: 0.901, Validation Accuracy: 0.906, Loss: 0.037 Epoch 20 Batch 74/269 - Train Accuracy: 0.926, Validation Accuracy: 0.917, Loss: 0.031 Epoch 20 Batch 75/269 - Train Accuracy: 0.923, Validation Accuracy: 0.911, Loss: 0.038 Epoch 20 Batch 76/269 - Train Accuracy: 0.916, Validation Accuracy: 0.907, Loss: 0.033 Epoch 20 Batch 77/269 - Train Accuracy: 0.924, Validation Accuracy: 0.909, Loss: 0.034 Epoch 20 Batch 78/269 - Train Accuracy: 0.921, Validation Accuracy: 0.911, Loss: 0.034 Epoch 20 Batch 79/269 - Train Accuracy: 0.910, Validation Accuracy: 0.911, Loss: 0.036 Epoch 20 Batch 80/269 - Train Accuracy: 0.925, Validation Accuracy: 0.907, Loss: 0.031 Epoch 20 Batch 81/269 - Train Accuracy: 0.918, Validation Accuracy: 0.905, Loss: 0.039 Epoch 20 Batch 82/269 - Train Accuracy: 0.914, Validation Accuracy: 0.907, Loss: 0.033 Epoch 20 Batch 83/269 - Train Accuracy: 0.903, Validation Accuracy: 0.902, Loss: 0.040 Epoch 20 Batch 84/269 - Train Accuracy: 0.920, Validation Accuracy: 0.909, Loss: 0.034 Epoch 20 Batch 85/269 - Train Accuracy: 0.918, Validation Accuracy: 0.913, Loss: 0.034 Epoch 20 Batch 86/269 - Train Accuracy: 0.911, Validation Accuracy: 0.914, Loss: 0.034 Epoch 20 Batch 87/269 - Train Accuracy: 0.926, Validation Accuracy: 0.915, Loss: 0.034 Epoch 20 Batch 88/269 - Train Accuracy: 0.909, Validation Accuracy: 0.914, Loss: 0.032 Epoch 20 Batch 89/269 - Train Accuracy: 0.926, Validation Accuracy: 0.916, Loss: 0.031 Epoch 20 Batch 90/269 - Train Accuracy: 0.907, Validation Accuracy: 0.914, Loss: 0.038 Epoch 20 Batch 91/269 - Train Accuracy: 0.927, Validation Accuracy: 0.911, Loss: 0.030 Epoch 20 Batch 92/269 - Train Accuracy: 0.921, Validation Accuracy: 0.907, Loss: 0.033 Epoch 20 Batch 93/269 - Train Accuracy: 0.916, Validation Accuracy: 0.908, Loss: 0.031 Epoch 20 Batch 94/269 - Train Accuracy: 0.905, Validation Accuracy: 0.910, Loss: 0.042 Epoch 20 Batch 95/269 - Train Accuracy: 0.910, Validation Accuracy: 0.906, Loss: 0.034 Epoch 20 Batch 96/269 - Train Accuracy: 0.899, Validation Accuracy: 0.906, Loss: 0.037 Epoch 20 Batch 97/269 - Train Accuracy: 0.917, Validation Accuracy: 0.910, Loss: 0.033 Epoch 20 Batch 98/269 - Train Accuracy: 0.926, Validation Accuracy: 0.908, Loss: 0.035 Epoch 20 Batch 99/269 - Train Accuracy: 0.921, Validation Accuracy: 0.901, Loss: 0.031 Epoch 20 Batch 100/269 - Train Accuracy: 0.927, Validation Accuracy: 0.898, Loss: 0.035 Epoch 20 Batch 101/269 - Train Accuracy: 0.901, Validation Accuracy: 0.897, Loss: 0.040 Epoch 20 Batch 102/269 - Train Accuracy: 0.911, Validation Accuracy: 0.900, Loss: 0.033 Epoch 20 Batch 103/269 - Train Accuracy: 0.909, Validation Accuracy: 0.907, Loss: 0.037 Epoch 20 Batch 104/269 - Train Accuracy: 0.910, Validation Accuracy: 0.903, Loss: 0.035 Epoch 20 Batch 105/269 - Train Accuracy: 0.908, Validation Accuracy: 0.901, Loss: 0.035 Epoch 20 Batch 106/269 - Train Accuracy: 0.917, Validation Accuracy: 0.908, Loss: 0.030 Epoch 20 Batch 107/269 - Train Accuracy: 0.927, Validation Accuracy: 0.907, Loss: 0.031 Epoch 20 Batch 108/269 - Train Accuracy: 0.917, Validation Accuracy: 0.908, Loss: 0.033 Epoch 20 Batch 109/269 - Train Accuracy: 0.912, Validation Accuracy: 0.904, Loss: 0.036 Epoch 20 Batch 110/269 - Train Accuracy: 0.918, Validation Accuracy: 0.908, Loss: 0.032 Epoch 20 Batch 111/269 - Train Accuracy: 0.926, Validation Accuracy: 0.902, Loss: 0.033 Epoch 20 Batch 112/269 - Train Accuracy: 0.904, Validation Accuracy: 0.900, Loss: 0.033 Epoch 20 Batch 113/269 - Train Accuracy: 0.917, Validation Accuracy: 0.900, Loss: 0.039 Epoch 20 Batch 114/269 - Train Accuracy: 0.917, Validation Accuracy: 0.903, Loss: 0.034 Epoch 20 Batch 115/269 - Train Accuracy: 0.903, Validation Accuracy: 0.904, Loss: 0.037 Epoch 20 Batch 116/269 - Train Accuracy: 0.914, Validation Accuracy: 0.901, Loss: 0.034 Epoch 20 Batch 117/269 - Train Accuracy: 0.913, Validation Accuracy: 0.900, Loss: 0.034 Epoch 20 Batch 118/269 - Train Accuracy: 0.923, Validation Accuracy: 0.909, Loss: 0.034 Epoch 20 Batch 119/269 - Train Accuracy: 0.916, Validation Accuracy: 0.903, Loss: 0.033 Epoch 20 Batch 120/269 - Train Accuracy: 0.919, Validation Accuracy: 0.911, Loss: 0.039 Epoch 20 Batch 121/269 - Train Accuracy: 0.913, Validation Accuracy: 0.912, Loss: 0.029 Epoch 20 Batch 122/269 - Train Accuracy: 0.923, Validation Accuracy: 0.914, Loss: 0.035 Epoch 20 Batch 123/269 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.033 Epoch 20 Batch 124/269 - Train Accuracy: 0.922, Validation Accuracy: 0.914, Loss: 0.033 Epoch 20 Batch 125/269 - Train Accuracy: 0.923, Validation Accuracy: 0.909, Loss: 0.035 Epoch 20 Batch 126/269 - Train Accuracy: 0.900, Validation Accuracy: 0.910, Loss: 0.039 Epoch 20 Batch 127/269 - Train Accuracy: 0.912, Validation Accuracy: 0.905, Loss: 0.034 Epoch 20 Batch 128/269 - Train Accuracy: 0.906, Validation Accuracy: 0.907, Loss: 0.041 Epoch 20 Batch 129/269 - Train Accuracy: 0.912, Validation Accuracy: 0.906, Loss: 0.037 Epoch 20 Batch 130/269 - Train Accuracy: 0.914, Validation Accuracy: 0.904, Loss: 0.040 Epoch 20 Batch 131/269 - Train Accuracy: 0.889, Validation Accuracy: 0.902, Loss: 0.038 Epoch 20 Batch 132/269 - Train Accuracy: 0.909, Validation Accuracy: 0.902, Loss: 0.039 Epoch 20 Batch 133/269 - Train Accuracy: 0.909, Validation Accuracy: 0.901, Loss: 0.032 Epoch 20 Batch 134/269 - Train Accuracy: 0.915, Validation Accuracy: 0.899, Loss: 0.036 Epoch 20 Batch 135/269 - Train Accuracy: 0.916, Validation Accuracy: 0.902, Loss: 0.036 Epoch 20 Batch 136/269 - Train Accuracy: 0.906, Validation Accuracy: 0.911, Loss: 0.037 Epoch 20 Batch 137/269 - Train Accuracy: 0.910, Validation Accuracy: 0.906, Loss: 0.036 Epoch 20 Batch 138/269 - Train Accuracy: 0.902, Validation Accuracy: 0.906, Loss: 0.035 Epoch 20 Batch 139/269 - Train Accuracy: 0.929, Validation Accuracy: 0.910, Loss: 0.030 Epoch 20 Batch 140/269 - Train Accuracy: 0.922, Validation Accuracy: 0.905, Loss: 0.035 Epoch 20 Batch 141/269 - Train Accuracy: 0.911, Validation Accuracy: 0.904, Loss: 0.038 Epoch 20 Batch 142/269 - Train Accuracy: 0.920, Validation Accuracy: 0.904, Loss: 0.032 Epoch 20 Batch 143/269 - Train Accuracy: 0.931, Validation Accuracy: 0.905, Loss: 0.029 Epoch 20 Batch 144/269 - Train Accuracy: 0.934, Validation Accuracy: 0.904, Loss: 0.028 Epoch 20 Batch 145/269 - Train Accuracy: 0.919, Validation Accuracy: 0.906, Loss: 0.031 Epoch 20 Batch 146/269 - Train Accuracy: 0.918, Validation Accuracy: 0.912, Loss: 0.030 Epoch 20 Batch 147/269 - Train Accuracy: 0.915, Validation Accuracy: 0.908, Loss: 0.034 Epoch 20 Batch 148/269 - Train Accuracy: 0.927, Validation Accuracy: 0.909, Loss: 0.034 Epoch 20 Batch 149/269 - Train Accuracy: 0.912, Validation Accuracy: 0.919, Loss: 0.039 Epoch 20 Batch 150/269 - Train Accuracy: 0.893, Validation Accuracy: 0.912, Loss: 0.035 Epoch 20 Batch 151/269 - Train Accuracy: 0.925, Validation Accuracy: 0.913, Loss: 0.034 Epoch 20 Batch 152/269 - Train Accuracy: 0.923, Validation Accuracy: 0.911, Loss: 0.033 Epoch 20 Batch 153/269 - Train Accuracy: 0.935, Validation Accuracy: 0.915, Loss: 0.030 Epoch 20 Batch 154/269 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.034 Epoch 20 Batch 155/269 - Train Accuracy: 0.913, Validation Accuracy: 0.912, Loss: 0.031 Epoch 20 Batch 156/269 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.032 Epoch 20 Batch 157/269 - Train Accuracy: 0.915, Validation Accuracy: 0.911, Loss: 0.029 Epoch 20 Batch 158/269 - Train Accuracy: 0.908, Validation Accuracy: 0.913, Loss: 0.035 Epoch 20 Batch 159/269 - Train Accuracy: 0.922, Validation Accuracy: 0.915, Loss: 0.032 Epoch 20 Batch 160/269 - Train Accuracy: 0.923, Validation Accuracy: 0.909, Loss: 0.030 Epoch 20 Batch 161/269 - Train Accuracy: 0.925, Validation Accuracy: 0.905, Loss: 0.030 Epoch 20 Batch 162/269 - Train Accuracy: 0.921, Validation Accuracy: 0.909, Loss: 0.032 Epoch 20 Batch 163/269 - Train Accuracy: 0.936, Validation Accuracy: 0.902, Loss: 0.032 Epoch 20 Batch 164/269 - Train Accuracy: 0.909, Validation Accuracy: 0.902, Loss: 0.034 Epoch 20 Batch 165/269 - Train Accuracy: 0.930, Validation Accuracy: 0.908, Loss: 0.034 Epoch 20 Batch 166/269 - Train Accuracy: 0.924, Validation Accuracy: 0.904, Loss: 0.031 Epoch 20 Batch 167/269 - Train Accuracy: 0.924, Validation Accuracy: 0.904, Loss: 0.032 Epoch 20 Batch 168/269 - Train Accuracy: 0.915, Validation Accuracy: 0.904, Loss: 0.034 Epoch 20 Batch 169/269 - Train Accuracy: 0.920, Validation Accuracy: 0.899, Loss: 0.033 Epoch 20 Batch 170/269 - Train Accuracy: 0.911, Validation Accuracy: 0.902, Loss: 0.034 Epoch 20 Batch 171/269 - Train Accuracy: 0.923, Validation Accuracy: 0.907, Loss: 0.037 Epoch 20 Batch 172/269 - Train Accuracy: 0.927, Validation Accuracy: 0.905, Loss: 0.034 Epoch 20 Batch 173/269 - Train Accuracy: 0.922, Validation Accuracy: 0.905, Loss: 0.032 Epoch 20 Batch 174/269 - Train Accuracy: 0.933, Validation Accuracy: 0.904, Loss: 0.031 Epoch 20 Batch 175/269 - Train Accuracy: 0.902, Validation Accuracy: 0.900, Loss: 0.042 Epoch 20 Batch 176/269 - Train Accuracy: 0.923, Validation Accuracy: 0.899, Loss: 0.036 Epoch 20 Batch 177/269 - Train Accuracy: 0.927, Validation Accuracy: 0.897, Loss: 0.028 Epoch 20 Batch 178/269 - Train Accuracy: 0.923, Validation Accuracy: 0.904, Loss: 0.033 Epoch 20 Batch 179/269 - Train Accuracy: 0.922, Validation Accuracy: 0.903, Loss: 0.031 Epoch 20 Batch 180/269 - Train Accuracy: 0.935, Validation Accuracy: 0.905, Loss: 0.032 Epoch 20 Batch 181/269 - Train Accuracy: 0.908, Validation Accuracy: 0.909, Loss: 0.038 Epoch 20 Batch 182/269 - Train Accuracy: 0.922, Validation Accuracy: 0.909, Loss: 0.032 Epoch 20 Batch 183/269 - Train Accuracy: 0.933, Validation Accuracy: 0.908, Loss: 0.026 Epoch 20 Batch 184/269 - Train Accuracy: 0.911, Validation Accuracy: 0.902, Loss: 0.034 Epoch 20 Batch 185/269 - Train Accuracy: 0.932, Validation Accuracy: 0.907, Loss: 0.032 Epoch 20 Batch 186/269 - Train Accuracy: 0.924, Validation Accuracy: 0.910, Loss: 0.027 Epoch 20 Batch 187/269 - Train Accuracy: 0.928, Validation Accuracy: 0.905, Loss: 0.030 Epoch 20 Batch 188/269 - Train Accuracy: 0.925, Validation Accuracy: 0.898, Loss: 0.034 Epoch 20 Batch 189/269 - Train Accuracy: 0.923, Validation Accuracy: 0.902, Loss: 0.036 Epoch 20 Batch 190/269 - Train Accuracy: 0.908, Validation Accuracy: 0.903, Loss: 0.037 Epoch 20 Batch 191/269 - Train Accuracy: 0.926, Validation Accuracy: 0.904, Loss: 0.029 Epoch 20 Batch 192/269 - Train Accuracy: 0.928, Validation Accuracy: 0.909, Loss: 0.028 Epoch 20 Batch 193/269 - Train Accuracy: 0.911, Validation Accuracy: 0.909, Loss: 0.033 Epoch 20 Batch 194/269 - Train Accuracy: 0.917, Validation Accuracy: 0.904, Loss: 0.032 Epoch 20 Batch 195/269 - Train Accuracy: 0.924, Validation Accuracy: 0.903, Loss: 0.030 Epoch 20 Batch 196/269 - Train Accuracy: 0.905, Validation Accuracy: 0.913, Loss: 0.036 Epoch 20 Batch 197/269 - Train Accuracy: 0.908, Validation Accuracy: 0.914, Loss: 0.033 Epoch 20 Batch 198/269 - Train Accuracy: 0.910, Validation Accuracy: 0.913, Loss: 0.034 Epoch 20 Batch 199/269 - Train Accuracy: 0.927, Validation Accuracy: 0.910, Loss: 0.032 Epoch 20 Batch 200/269 - Train Accuracy: 0.925, Validation Accuracy: 0.910, Loss: 0.035 Epoch 20 Batch 201/269 - Train Accuracy: 0.915, Validation Accuracy: 0.911, Loss: 0.032 Epoch 20 Batch 202/269 - Train Accuracy: 0.913, Validation Accuracy: 0.917, Loss: 0.032 Epoch 20 Batch 203/269 - Train Accuracy: 0.920, Validation Accuracy: 0.911, Loss: 0.034 Epoch 20 Batch 204/269 - Train Accuracy: 0.922, Validation Accuracy: 0.911, Loss: 0.034 Epoch 20 Batch 205/269 - Train Accuracy: 0.922, Validation Accuracy: 0.902, Loss: 0.030 Epoch 20 Batch 206/269 - Train Accuracy: 0.909, Validation Accuracy: 0.901, Loss: 0.040 Epoch 20 Batch 207/269 - Train Accuracy: 0.920, Validation Accuracy: 0.903, Loss: 0.030 Epoch 20 Batch 208/269 - Train Accuracy: 0.910, Validation Accuracy: 0.901, Loss: 0.036 Epoch 20 Batch 209/269 - Train Accuracy: 0.911, Validation Accuracy: 0.906, Loss: 0.030 Epoch 20 Batch 210/269 - Train Accuracy: 0.924, Validation Accuracy: 0.907, Loss: 0.029 Epoch 20 Batch 211/269 - Train Accuracy: 0.928, Validation Accuracy: 0.914, Loss: 0.038 Epoch 20 Batch 212/269 - Train Accuracy: 0.919, Validation Accuracy: 0.918, Loss: 0.032 Epoch 20 Batch 213/269 - Train Accuracy: 0.923, Validation Accuracy: 0.917, Loss: 0.031 Epoch 20 Batch 214/269 - Train Accuracy: 0.923, Validation Accuracy: 0.914, Loss: 0.033 Epoch 20 Batch 215/269 - Train Accuracy: 0.914, Validation Accuracy: 0.907, Loss: 0.035 Epoch 20 Batch 216/269 - Train Accuracy: 0.917, Validation Accuracy: 0.906, Loss: 0.041 Epoch 20 Batch 217/269 - Train Accuracy: 0.912, Validation Accuracy: 0.903, Loss: 0.034 Epoch 20 Batch 218/269 - Train Accuracy: 0.920, Validation Accuracy: 0.909, Loss: 0.032 Epoch 20 Batch 219/269 - Train Accuracy: 0.930, Validation Accuracy: 0.905, Loss: 0.030 Epoch 20 Batch 220/269 - Train Accuracy: 0.920, Validation Accuracy: 0.902, Loss: 0.030 Epoch 20 Batch 221/269 - Train Accuracy: 0.931, Validation Accuracy: 0.902, Loss: 0.032 Epoch 20 Batch 222/269 - Train Accuracy: 0.932, Validation Accuracy: 0.905, Loss: 0.031 Epoch 20 Batch 223/269 - Train Accuracy: 0.921, Validation Accuracy: 0.907, Loss: 0.030 Epoch 20 Batch 224/269 - Train Accuracy: 0.923, Validation Accuracy: 0.908, Loss: 0.036 Epoch 20 Batch 225/269 - Train Accuracy: 0.909, Validation Accuracy: 0.910, Loss: 0.034 Epoch 20 Batch 226/269 - Train Accuracy: 0.910, Validation Accuracy: 0.910, Loss: 0.033 Epoch 20 Batch 227/269 - Train Accuracy: 0.926, Validation Accuracy: 0.912, Loss: 0.034 Epoch 20 Batch 228/269 - Train Accuracy: 0.924, Validation Accuracy: 0.914, Loss: 0.033 Epoch 20 Batch 229/269 - Train Accuracy: 0.914, Validation Accuracy: 0.909, Loss: 0.031 Epoch 20 Batch 230/269 - Train Accuracy: 0.917, Validation Accuracy: 0.906, Loss: 0.033 Epoch 20 Batch 231/269 - Train Accuracy: 0.905, Validation Accuracy: 0.908, Loss: 0.033 Epoch 20 Batch 232/269 - Train Accuracy: 0.913, Validation Accuracy: 0.907, Loss: 0.035 Epoch 20 Batch 233/269 - Train Accuracy: 0.931, Validation Accuracy: 0.905, Loss: 0.031 Epoch 20 Batch 234/269 - Train Accuracy: 0.919, Validation Accuracy: 0.901, Loss: 0.030 Epoch 20 Batch 235/269 - Train Accuracy: 0.942, Validation Accuracy: 0.899, Loss: 0.026 Epoch 20 Batch 236/269 - Train Accuracy: 0.926, Validation Accuracy: 0.895, Loss: 0.032 Epoch 20 Batch 237/269 - Train Accuracy: 0.931, Validation Accuracy: 0.902, Loss: 0.031 Epoch 20 Batch 238/269 - Train Accuracy: 0.915, Validation Accuracy: 0.904, Loss: 0.031 Epoch 20 Batch 239/269 - Train Accuracy: 0.930, Validation Accuracy: 0.906, Loss: 0.030 Epoch 20 Batch 240/269 - Train Accuracy: 0.927, Validation Accuracy: 0.908, Loss: 0.029 Epoch 20 Batch 241/269 - Train Accuracy: 0.918, Validation Accuracy: 0.907, Loss: 0.034 Epoch 20 Batch 242/269 - Train Accuracy: 0.920, Validation Accuracy: 0.909, Loss: 0.030 Epoch 20 Batch 243/269 - Train Accuracy: 0.930, Validation Accuracy: 0.914, Loss: 0.026 Epoch 20 Batch 244/269 - Train Accuracy: 0.907, Validation Accuracy: 0.906, Loss: 0.031 Epoch 20 Batch 245/269 - Train Accuracy: 0.911, Validation Accuracy: 0.906, Loss: 0.032 Epoch 20 Batch 246/269 - Train Accuracy: 0.902, Validation Accuracy: 0.903, Loss: 0.033 Epoch 20 Batch 247/269 - Train Accuracy: 0.926, Validation Accuracy: 0.910, Loss: 0.032 Epoch 20 Batch 248/269 - Train Accuracy: 0.922, Validation Accuracy: 0.909, Loss: 0.031 Epoch 20 Batch 249/269 - Train Accuracy: 0.936, Validation Accuracy: 0.916, Loss: 0.028 Epoch 20 Batch 250/269 - Train Accuracy: 0.921, Validation Accuracy: 0.914, Loss: 0.034 Epoch 20 Batch 251/269 - Train Accuracy: 0.942, Validation Accuracy: 0.917, Loss: 0.030 Epoch 20 Batch 252/269 - Train Accuracy: 0.919, Validation Accuracy: 0.915, Loss: 0.027 Epoch 20 Batch 253/269 - Train Accuracy: 0.919, Validation Accuracy: 0.916, Loss: 0.033 Epoch 20 Batch 254/269 - Train Accuracy: 0.930, Validation Accuracy: 0.917, Loss: 0.028 Epoch 20 Batch 255/269 - Train Accuracy: 0.924, Validation Accuracy: 0.912, Loss: 0.028 Epoch 20 Batch 256/269 - Train Accuracy: 0.921, Validation Accuracy: 0.913, Loss: 0.030 Epoch 20 Batch 257/269 - Train Accuracy: 0.914, Validation Accuracy: 0.917, Loss: 0.035 Epoch 20 Batch 258/269 - Train Accuracy: 0.928, Validation Accuracy: 0.912, Loss: 0.030 Epoch 20 Batch 259/269 - Train Accuracy: 0.925, Validation Accuracy: 0.908, Loss: 0.030 Epoch 20 Batch 260/269 - Train Accuracy: 0.917, Validation Accuracy: 0.907, Loss: 0.036 Epoch 20 Batch 261/269 - Train Accuracy: 0.912, Validation Accuracy: 0.907, Loss: 0.033 Epoch 20 Batch 262/269 - Train Accuracy: 0.926, Validation Accuracy: 0.906, Loss: 0.032 Epoch 20 Batch 263/269 - Train Accuracy: 0.913, Validation Accuracy: 0.905, Loss: 0.035 Epoch 20 Batch 264/269 - Train Accuracy: 0.915, Validation Accuracy: 0.900, Loss: 0.033 Epoch 20 Batch 265/269 - Train Accuracy: 0.913, Validation Accuracy: 0.903, Loss: 0.032 Epoch 20 Batch 266/269 - Train Accuracy: 0.926, Validation Accuracy: 0.907, Loss: 0.028 Epoch 20 Batch 267/269 - Train Accuracy: 0.924, Validation Accuracy: 0.907, Loss: 0.033 Epoch 21 Batch 0/269 - Train Accuracy: 0.934, Validation Accuracy: 0.901, Loss: 0.033 Epoch 21 Batch 1/269 - Train Accuracy: 0.929, Validation Accuracy: 0.903, Loss: 0.030 Epoch 21 Batch 2/269 - Train Accuracy: 0.926, Validation Accuracy: 0.907, Loss: 0.030 Epoch 21 Batch 3/269 - Train Accuracy: 0.933, Validation Accuracy: 0.912, Loss: 0.031 Epoch 21 Batch 4/269 - Train Accuracy: 0.908, Validation Accuracy: 0.902, Loss: 0.033 Epoch 21 Batch 5/269 - Train Accuracy: 0.908, Validation Accuracy: 0.908, Loss: 0.034 Epoch 21 Batch 6/269 - Train Accuracy: 0.931, Validation Accuracy: 0.909, Loss: 0.030 Epoch 21 Batch 7/269 - Train Accuracy: 0.916, Validation Accuracy: 0.911, Loss: 0.029 Epoch 21 Batch 8/269 - Train Accuracy: 0.926, Validation Accuracy: 0.906, Loss: 0.032 Epoch 21 Batch 9/269 - Train Accuracy: 0.909, Validation Accuracy: 0.911, Loss: 0.033 Epoch 21 Batch 10/269 - Train Accuracy: 0.925, Validation Accuracy: 0.910, Loss: 0.028 Epoch 21 Batch 11/269 - Train Accuracy: 0.920, Validation Accuracy: 0.911, Loss: 0.033 Epoch 21 Batch 12/269 - Train Accuracy: 0.913, Validation Accuracy: 0.907, Loss: 0.034 Epoch 21 Batch 13/269 - Train Accuracy: 0.915, Validation Accuracy: 0.905, Loss: 0.027 Epoch 21 Batch 14/269 - Train Accuracy: 0.898, Validation Accuracy: 0.906, Loss: 0.033 Epoch 21 Batch 15/269 - Train Accuracy: 0.923, Validation Accuracy: 0.911, Loss: 0.028 Epoch 21 Batch 16/269 - Train Accuracy: 0.910, Validation Accuracy: 0.910, Loss: 0.033 Epoch 21 Batch 17/269 - Train Accuracy: 0.926, Validation Accuracy: 0.910, Loss: 0.029 Epoch 21 Batch 18/269 - Train Accuracy: 0.917, Validation Accuracy: 0.915, Loss: 0.030 Epoch 21 Batch 19/269 - Train Accuracy: 0.938, Validation Accuracy: 0.910, Loss: 0.024 Epoch 21 Batch 20/269 - Train Accuracy: 0.923, Validation Accuracy: 0.911, Loss: 0.032 Epoch 21 Batch 21/269 - Train Accuracy: 0.913, Validation Accuracy: 0.911, Loss: 0.036 Epoch 21 Batch 22/269 - Train Accuracy: 0.937, Validation Accuracy: 0.911, Loss: 0.029 Epoch 21 Batch 23/269 - Train Accuracy: 0.920, Validation Accuracy: 0.912, Loss: 0.035 Epoch 21 Batch 24/269 - Train Accuracy: 0.921, Validation Accuracy: 0.911, Loss: 0.030 Epoch 21 Batch 25/269 - Train Accuracy: 0.920, Validation Accuracy: 0.913, Loss: 0.033 Epoch 21 Batch 26/269 - Train Accuracy: 0.919, Validation Accuracy: 0.917, Loss: 0.031 Epoch 21 Batch 27/269 - Train Accuracy: 0.917, Validation Accuracy: 0.912, Loss: 0.030 Epoch 21 Batch 28/269 - Train Accuracy: 0.916, Validation Accuracy: 0.911, Loss: 0.034 Epoch 21 Batch 29/269 - Train Accuracy: 0.922, Validation Accuracy: 0.910, Loss: 0.031 Epoch 21 Batch 30/269 - Train Accuracy: 0.926, Validation Accuracy: 0.909, Loss: 0.032 Epoch 21 Batch 31/269 - Train Accuracy: 0.918, Validation Accuracy: 0.908, Loss: 0.028 Epoch 21 Batch 32/269 - Train Accuracy: 0.935, Validation Accuracy: 0.905, Loss: 0.024 Epoch 21 Batch 33/269 - Train Accuracy: 0.936, Validation Accuracy: 0.911, Loss: 0.028 Epoch 21 Batch 34/269 - Train Accuracy: 0.929, Validation Accuracy: 0.907, Loss: 0.030 Epoch 21 Batch 35/269 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.041 Epoch 21 Batch 36/269 - Train Accuracy: 0.914, Validation Accuracy: 0.916, Loss: 0.034 Epoch 21 Batch 37/269 - Train Accuracy: 0.921, Validation Accuracy: 0.914, Loss: 0.032 Epoch 21 Batch 38/269 - Train Accuracy: 0.915, Validation Accuracy: 0.916, Loss: 0.030 Epoch 21 Batch 39/269 - Train Accuracy: 0.928, Validation Accuracy: 0.913, Loss: 0.026 Epoch 21 Batch 40/269 - Train Accuracy: 0.915, Validation Accuracy: 0.913, Loss: 0.032 Epoch 21 Batch 41/269 - Train Accuracy: 0.916, Validation Accuracy: 0.912, Loss: 0.032 Epoch 21 Batch 42/269 - Train Accuracy: 0.927, Validation Accuracy: 0.917, Loss: 0.031 Epoch 21 Batch 43/269 - Train Accuracy: 0.930, Validation Accuracy: 0.916, Loss: 0.029 Epoch 21 Batch 44/269 - Train Accuracy: 0.922, Validation Accuracy: 0.917, Loss: 0.033 Epoch 21 Batch 45/269 - Train Accuracy: 0.928, Validation Accuracy: 0.917, Loss: 0.032 Epoch 21 Batch 46/269 - Train Accuracy: 0.921, Validation Accuracy: 0.914, Loss: 0.026 Epoch 21 Batch 47/269 - Train Accuracy: 0.938, Validation Accuracy: 0.919, Loss: 0.026 Epoch 21 Batch 48/269 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.028 Epoch 21 Batch 49/269 - Train Accuracy: 0.921, Validation Accuracy: 0.916, Loss: 0.030 Epoch 21 Batch 50/269 - Train Accuracy: 0.896, Validation Accuracy: 0.914, Loss: 0.034 Epoch 21 Batch 51/269 - Train Accuracy: 0.920, Validation Accuracy: 0.910, Loss: 0.034 Epoch 21 Batch 52/269 - Train Accuracy: 0.915, Validation Accuracy: 0.909, Loss: 0.029 Epoch 21 Batch 53/269 - Train Accuracy: 0.921, Validation Accuracy: 0.909, Loss: 0.031 Epoch 21 Batch 54/269 - Train Accuracy: 0.924, Validation Accuracy: 0.909, Loss: 0.029 Epoch 21 Batch 55/269 - Train Accuracy: 0.944, Validation Accuracy: 0.915, Loss: 0.028 Epoch 21 Batch 56/269 - Train Accuracy: 0.917, Validation Accuracy: 0.914, Loss: 0.031 Epoch 21 Batch 57/269 - Train Accuracy: 0.926, Validation Accuracy: 0.916, Loss: 0.033 Epoch 21 Batch 58/269 - Train Accuracy: 0.916, Validation Accuracy: 0.918, Loss: 0.031 Epoch 21 Batch 59/269 - Train Accuracy: 0.934, Validation Accuracy: 0.916, Loss: 0.027 Epoch 21 Batch 60/269 - Train Accuracy: 0.925, Validation Accuracy: 0.910, Loss: 0.032 Epoch 21 Batch 61/269 - Train Accuracy: 0.906, Validation Accuracy: 0.910, Loss: 0.030 Epoch 21 Batch 62/269 - Train Accuracy: 0.922, Validation Accuracy: 0.907, Loss: 0.032 Epoch 21 Batch 63/269 - Train Accuracy: 0.925, Validation Accuracy: 0.910, Loss: 0.031 Epoch 21 Batch 64/269 - Train Accuracy: 0.924, Validation Accuracy: 0.912, Loss: 0.028 Epoch 21 Batch 65/269 - Train Accuracy: 0.925, Validation Accuracy: 0.911, Loss: 0.031 Epoch 21 Batch 66/269 - Train Accuracy: 0.918, Validation Accuracy: 0.913, Loss: 0.031 Epoch 21 Batch 67/269 - Train Accuracy: 0.919, Validation Accuracy: 0.914, Loss: 0.035 Epoch 21 Batch 68/269 - Train Accuracy: 0.916, Validation Accuracy: 0.912, Loss: 0.033 Epoch 21 Batch 69/269 - Train Accuracy: 0.927, Validation Accuracy: 0.911, Loss: 0.033 Epoch 21 Batch 70/269 - Train Accuracy: 0.940, Validation Accuracy: 0.911, Loss: 0.030 Epoch 21 Batch 71/269 - Train Accuracy: 0.931, Validation Accuracy: 0.909, Loss: 0.036 Epoch 21 Batch 72/269 - Train Accuracy: 0.920, Validation Accuracy: 0.912, Loss: 0.031 Epoch 21 Batch 73/269 - Train Accuracy: 0.912, Validation Accuracy: 0.905, Loss: 0.032 Epoch 21 Batch 74/269 - Train Accuracy: 0.935, Validation Accuracy: 0.903, Loss: 0.026 Epoch 21 Batch 75/269 - Train Accuracy: 0.918, Validation Accuracy: 0.910, Loss: 0.033 Epoch 21 Batch 76/269 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.029 Epoch 21 Batch 77/269 - Train Accuracy: 0.926, Validation Accuracy: 0.917, Loss: 0.029 Epoch 21 Batch 78/269 - Train Accuracy: 0.932, Validation Accuracy: 0.917, Loss: 0.033 Epoch 21 Batch 79/269 - Train Accuracy: 0.929, Validation Accuracy: 0.911, Loss: 0.033 Epoch 21 Batch 80/269 - Train Accuracy: 0.942, Validation Accuracy: 0.910, Loss: 0.028 Epoch 21 Batch 81/269 - Train Accuracy: 0.919, Validation Accuracy: 0.911, Loss: 0.032 Epoch 21 Batch 82/269 - Train Accuracy: 0.930, Validation Accuracy: 0.911, Loss: 0.026 Epoch 21 Batch 83/269 - Train Accuracy: 0.911, Validation Accuracy: 0.903, Loss: 0.037 Epoch 21 Batch 84/269 - Train Accuracy: 0.934, Validation Accuracy: 0.908, Loss: 0.030 Epoch 21 Batch 85/269 - Train Accuracy: 0.927, Validation Accuracy: 0.907, Loss: 0.029 Epoch 21 Batch 86/269 - Train Accuracy: 0.925, Validation Accuracy: 0.911, Loss: 0.030 Epoch 21 Batch 87/269 - Train Accuracy: 0.929, Validation Accuracy: 0.910, Loss: 0.029 Epoch 21 Batch 88/269 - Train Accuracy: 0.920, Validation Accuracy: 0.910, Loss: 0.032 Epoch 21 Batch 89/269 - Train Accuracy: 0.927, Validation Accuracy: 0.915, Loss: 0.030 Epoch 21 Batch 90/269 - Train Accuracy: 0.916, Validation Accuracy: 0.910, Loss: 0.031 Epoch 21 Batch 91/269 - Train Accuracy: 0.931, Validation Accuracy: 0.907, Loss: 0.028 Epoch 21 Batch 92/269 - Train Accuracy: 0.927, Validation Accuracy: 0.910, Loss: 0.029 Epoch 21 Batch 93/269 - Train Accuracy: 0.924, Validation Accuracy: 0.914, Loss: 0.027 Epoch 21 Batch 94/269 - Train Accuracy: 0.921, Validation Accuracy: 0.912, Loss: 0.035 Epoch 21 Batch 95/269 - Train Accuracy: 0.920, Validation Accuracy: 0.911, Loss: 0.030 Epoch 21 Batch 96/269 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.034 Epoch 21 Batch 97/269 - Train Accuracy: 0.935, Validation Accuracy: 0.917, Loss: 0.029 Epoch 21 Batch 98/269 - Train Accuracy: 0.933, Validation Accuracy: 0.919, Loss: 0.030 Epoch 21 Batch 99/269 - Train Accuracy: 0.927, Validation Accuracy: 0.912, Loss: 0.027 Epoch 21 Batch 100/269 - Train Accuracy: 0.938, Validation Accuracy: 0.912, Loss: 0.028 Epoch 21 Batch 101/269 - Train Accuracy: 0.916, Validation Accuracy: 0.910, Loss: 0.036 Epoch 21 Batch 102/269 - Train Accuracy: 0.919, Validation Accuracy: 0.917, Loss: 0.029 Epoch 21 Batch 103/269 - Train Accuracy: 0.920, Validation Accuracy: 0.910, Loss: 0.034 Epoch 21 Batch 104/269 - Train Accuracy: 0.925, Validation Accuracy: 0.904, Loss: 0.028 Epoch 21 Batch 105/269 - Train Accuracy: 0.911, Validation Accuracy: 0.907, Loss: 0.031 Epoch 21 Batch 106/269 - Train Accuracy: 0.921, Validation Accuracy: 0.911, Loss: 0.030 Epoch 21 Batch 107/269 - Train Accuracy: 0.923, Validation Accuracy: 0.920, Loss: 0.031 Epoch 21 Batch 108/269 - Train Accuracy: 0.932, Validation Accuracy: 0.921, Loss: 0.029 Epoch 21 Batch 109/269 - Train Accuracy: 0.909, Validation Accuracy: 0.920, Loss: 0.042 Epoch 21 Batch 110/269 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.030 Epoch 21 Batch 111/269 - Train Accuracy: 0.934, Validation Accuracy: 0.918, Loss: 0.032 Epoch 21 Batch 112/269 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.032 Epoch 21 Batch 113/269 - Train Accuracy: 0.926, Validation Accuracy: 0.916, Loss: 0.034 Epoch 21 Batch 114/269 - Train Accuracy: 0.923, Validation Accuracy: 0.916, Loss: 0.032 Epoch 21 Batch 115/269 - Train Accuracy: 0.914, Validation Accuracy: 0.909, Loss: 0.036 Epoch 21 Batch 116/269 - Train Accuracy: 0.926, Validation Accuracy: 0.917, Loss: 0.031 Epoch 21 Batch 117/269 - Train Accuracy: 0.918, Validation Accuracy: 0.915, Loss: 0.035 Epoch 21 Batch 118/269 - Train Accuracy: 0.935, Validation Accuracy: 0.917, Loss: 0.028 Epoch 21 Batch 119/269 - Train Accuracy: 0.929, Validation Accuracy: 0.920, Loss: 0.039 Epoch 21 Batch 120/269 - Train Accuracy: 0.926, Validation Accuracy: 0.917, Loss: 0.035 Epoch 21 Batch 121/269 - Train Accuracy: 0.915, Validation Accuracy: 0.915, Loss: 0.031 Epoch 21 Batch 122/269 - Train Accuracy: 0.922, Validation Accuracy: 0.915, Loss: 0.033 Epoch 21 Batch 123/269 - Train Accuracy: 0.927, Validation Accuracy: 0.923, Loss: 0.034 Epoch 21 Batch 124/269 - Train Accuracy: 0.925, Validation Accuracy: 0.922, Loss: 0.029 Epoch 21 Batch 125/269 - Train Accuracy: 0.915, Validation Accuracy: 0.923, Loss: 0.030 Epoch 21 Batch 126/269 - Train Accuracy: 0.912, Validation Accuracy: 0.919, Loss: 0.034 Epoch 21 Batch 127/269 - Train Accuracy: 0.917, Validation Accuracy: 0.917, Loss: 0.032 Epoch 21 Batch 128/269 - Train Accuracy: 0.916, Validation Accuracy: 0.916, Loss: 0.036 Epoch 21 Batch 129/269 - Train Accuracy: 0.914, Validation Accuracy: 0.909, Loss: 0.035 Epoch 21 Batch 130/269 - Train Accuracy: 0.918, Validation Accuracy: 0.909, Loss: 0.038 Epoch 21 Batch 131/269 - Train Accuracy: 0.904, Validation Accuracy: 0.917, Loss: 0.036 Epoch 21 Batch 132/269 - Train Accuracy: 0.905, Validation Accuracy: 0.913, Loss: 0.038 Epoch 21 Batch 133/269 - Train Accuracy: 0.923, Validation Accuracy: 0.912, Loss: 0.034 Epoch 21 Batch 134/269 - Train Accuracy: 0.917, Validation Accuracy: 0.915, Loss: 0.037 Epoch 21 Batch 135/269 - Train Accuracy: 0.918, Validation Accuracy: 0.917, Loss: 0.033 Epoch 21 Batch 136/269 - Train Accuracy: 0.911, Validation Accuracy: 0.922, Loss: 0.037 Epoch 21 Batch 137/269 - Train Accuracy: 0.924, Validation Accuracy: 0.926, Loss: 0.034 Epoch 21 Batch 138/269 - Train Accuracy: 0.906, Validation Accuracy: 0.923, Loss: 0.032 Epoch 21 Batch 139/269 - Train Accuracy: 0.928, Validation Accuracy: 0.920, Loss: 0.029 Epoch 21 Batch 140/269 - Train Accuracy: 0.923, Validation Accuracy: 0.922, Loss: 0.035 Epoch 21 Batch 141/269 - Train Accuracy: 0.917, Validation Accuracy: 0.928, Loss: 0.035 Epoch 21 Batch 142/269 - Train Accuracy: 0.908, Validation Accuracy: 0.919, Loss: 0.035 Epoch 21 Batch 143/269 - Train Accuracy: 0.930, Validation Accuracy: 0.919, Loss: 0.032 Epoch 21 Batch 144/269 - Train Accuracy: 0.928, Validation Accuracy: 0.916, Loss: 0.028 Epoch 21 Batch 145/269 - Train Accuracy: 0.928, Validation Accuracy: 0.918, Loss: 0.029 Epoch 21 Batch 146/269 - Train Accuracy: 0.927, Validation Accuracy: 0.908, Loss: 0.033 Epoch 21 Batch 147/269 - Train Accuracy: 0.917, Validation Accuracy: 0.913, Loss: 0.035 Epoch 21 Batch 148/269 - Train Accuracy: 0.915, Validation Accuracy: 0.917, Loss: 0.036 Epoch 21 Batch 149/269 - Train Accuracy: 0.927, Validation Accuracy: 0.915, Loss: 0.032 Epoch 21 Batch 150/269 - Train Accuracy: 0.909, Validation Accuracy: 0.914, Loss: 0.036 Epoch 21 Batch 151/269 - Train Accuracy: 0.928, Validation Accuracy: 0.914, Loss: 0.034 Epoch 21 Batch 152/269 - Train Accuracy: 0.926, Validation Accuracy: 0.919, Loss: 0.033 Epoch 21 Batch 153/269 - Train Accuracy: 0.944, Validation Accuracy: 0.925, Loss: 0.030 Epoch 21 Batch 154/269 - Train Accuracy: 0.928, Validation Accuracy: 0.919, Loss: 0.033 Epoch 21 Batch 155/269 - Train Accuracy: 0.919, Validation Accuracy: 0.914, Loss: 0.033 Epoch 21 Batch 156/269 - Train Accuracy: 0.919, Validation Accuracy: 0.916, Loss: 0.034 Epoch 21 Batch 157/269 - Train Accuracy: 0.916, Validation Accuracy: 0.922, Loss: 0.030 Epoch 21 Batch 158/269 - Train Accuracy: 0.912, Validation Accuracy: 0.920, Loss: 0.033 Epoch 21 Batch 159/269 - Train Accuracy: 0.916, Validation Accuracy: 0.912, Loss: 0.031 Epoch 21 Batch 160/269 - Train Accuracy: 0.922, Validation Accuracy: 0.913, Loss: 0.029 Epoch 21 Batch 161/269 - Train Accuracy: 0.935, Validation Accuracy: 0.912, Loss: 0.030 Epoch 21 Batch 162/269 - Train Accuracy: 0.930, Validation Accuracy: 0.913, Loss: 0.030 Epoch 21 Batch 163/269 - Train Accuracy: 0.940, Validation Accuracy: 0.905, Loss: 0.031 Epoch 21 Batch 164/269 - Train Accuracy: 0.920, Validation Accuracy: 0.910, Loss: 0.031 Epoch 21 Batch 165/269 - Train Accuracy: 0.928, Validation Accuracy: 0.910, Loss: 0.033 Epoch 21 Batch 166/269 - Train Accuracy: 0.928, Validation Accuracy: 0.916, Loss: 0.032 Epoch 21 Batch 167/269 - Train Accuracy: 0.931, Validation Accuracy: 0.923, Loss: 0.031 Epoch 21 Batch 168/269 - Train Accuracy: 0.914, Validation Accuracy: 0.919, Loss: 0.030 Epoch 21 Batch 169/269 - Train Accuracy: 0.924, Validation Accuracy: 0.915, Loss: 0.031 Epoch 21 Batch 170/269 - Train Accuracy: 0.910, Validation Accuracy: 0.915, Loss: 0.033 Epoch 21 Batch 171/269 - Train Accuracy: 0.914, Validation Accuracy: 0.915, Loss: 0.036 Epoch 21 Batch 172/269 - Train Accuracy: 0.924, Validation Accuracy: 0.916, Loss: 0.031 Epoch 21 Batch 173/269 - Train Accuracy: 0.929, Validation Accuracy: 0.912, Loss: 0.029 Epoch 21 Batch 174/269 - Train Accuracy: 0.941, Validation Accuracy: 0.913, Loss: 0.029 Epoch 21 Batch 175/269 - Train Accuracy: 0.911, Validation Accuracy: 0.907, Loss: 0.043 Epoch 21 Batch 176/269 - Train Accuracy: 0.930, Validation Accuracy: 0.907, Loss: 0.031 Epoch 21 Batch 177/269 - Train Accuracy: 0.946, Validation Accuracy: 0.910, Loss: 0.025 Epoch 21 Batch 178/269 - Train Accuracy: 0.931, Validation Accuracy: 0.910, Loss: 0.030 Epoch 21 Batch 179/269 - Train Accuracy: 0.929, Validation Accuracy: 0.911, Loss: 0.029 Epoch 21 Batch 180/269 - Train Accuracy: 0.930, Validation Accuracy: 0.912, Loss: 0.028 Epoch 21 Batch 181/269 - Train Accuracy: 0.927, Validation Accuracy: 0.920, Loss: 0.034 Epoch 21 Batch 182/269 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.032 Epoch 21 Batch 183/269 - Train Accuracy: 0.937, Validation Accuracy: 0.914, Loss: 0.025 Epoch 21 Batch 184/269 - Train Accuracy: 0.933, Validation Accuracy: 0.916, Loss: 0.032 Epoch 21 Batch 185/269 - Train Accuracy: 0.941, Validation Accuracy: 0.916, Loss: 0.030 Epoch 21 Batch 186/269 - Train Accuracy: 0.924, Validation Accuracy: 0.914, Loss: 0.026 Epoch 21 Batch 187/269 - Train Accuracy: 0.924, Validation Accuracy: 0.908, Loss: 0.028 Epoch 21 Batch 188/269 - Train Accuracy: 0.922, Validation Accuracy: 0.908, Loss: 0.031 Epoch 21 Batch 189/269 - Train Accuracy: 0.926, Validation Accuracy: 0.909, Loss: 0.035 Epoch 21 Batch 190/269 - Train Accuracy: 0.918, Validation Accuracy: 0.915, Loss: 0.033 Epoch 21 Batch 191/269 - Train Accuracy: 0.932, Validation Accuracy: 0.917, Loss: 0.027 Epoch 21 Batch 192/269 - Train Accuracy: 0.931, Validation Accuracy: 0.918, Loss: 0.027 Epoch 21 Batch 193/269 - Train Accuracy: 0.929, Validation Accuracy: 0.915, Loss: 0.027 Epoch 21 Batch 194/269 - Train Accuracy: 0.926, Validation Accuracy: 0.914, Loss: 0.031 Epoch 21 Batch 195/269 - Train Accuracy: 0.921, Validation Accuracy: 0.917, Loss: 0.032 Epoch 21 Batch 196/269 - Train Accuracy: 0.913, Validation Accuracy: 0.915, Loss: 0.032 Epoch 21 Batch 197/269 - Train Accuracy: 0.910, Validation Accuracy: 0.919, Loss: 0.036 Epoch 21 Batch 198/269 - Train Accuracy: 0.921, Validation Accuracy: 0.919, Loss: 0.033 Epoch 21 Batch 199/269 - Train Accuracy: 0.925, Validation Accuracy: 0.915, Loss: 0.030 Epoch 21 Batch 200/269 - Train Accuracy: 0.937, Validation Accuracy: 0.916, Loss: 0.031 Epoch 21 Batch 201/269 - Train Accuracy: 0.930, Validation Accuracy: 0.920, Loss: 0.031 Epoch 21 Batch 202/269 - Train Accuracy: 0.927, Validation Accuracy: 0.921, Loss: 0.027 Epoch 21 Batch 203/269 - Train Accuracy: 0.919, Validation Accuracy: 0.921, Loss: 0.035 Epoch 21 Batch 204/269 - Train Accuracy: 0.929, Validation Accuracy: 0.911, Loss: 0.031 Epoch 21 Batch 205/269 - Train Accuracy: 0.915, Validation Accuracy: 0.912, Loss: 0.030 Epoch 21 Batch 206/269 - Train Accuracy: 0.913, Validation Accuracy: 0.915, Loss: 0.037 Epoch 21 Batch 207/269 - Train Accuracy: 0.930, Validation Accuracy: 0.911, Loss: 0.029 Epoch 21 Batch 208/269 - Train Accuracy: 0.916, Validation Accuracy: 0.915, Loss: 0.033 Epoch 21 Batch 209/269 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.027 Epoch 21 Batch 210/269 - Train Accuracy: 0.926, Validation Accuracy: 0.915, Loss: 0.028 Epoch 21 Batch 211/269 - Train Accuracy: 0.927, Validation Accuracy: 0.919, Loss: 0.035 Epoch 21 Batch 212/269 - Train Accuracy: 0.926, Validation Accuracy: 0.917, Loss: 0.034 Epoch 21 Batch 213/269 - Train Accuracy: 0.925, Validation Accuracy: 0.919, Loss: 0.029 Epoch 21 Batch 214/269 - Train Accuracy: 0.919, Validation Accuracy: 0.920, Loss: 0.034 Epoch 21 Batch 215/269 - Train Accuracy: 0.925, Validation Accuracy: 0.918, Loss: 0.033 Epoch 21 Batch 216/269 - Train Accuracy: 0.921, Validation Accuracy: 0.909, Loss: 0.039 Epoch 21 Batch 217/269 - Train Accuracy: 0.922, Validation Accuracy: 0.914, Loss: 0.034 Epoch 21 Batch 218/269 - Train Accuracy: 0.930, Validation Accuracy: 0.919, Loss: 0.029 Epoch 21 Batch 219/269 - Train Accuracy: 0.939, Validation Accuracy: 0.922, Loss: 0.031 Epoch 21 Batch 220/269 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.026 Epoch 21 Batch 221/269 - Train Accuracy: 0.933, Validation Accuracy: 0.915, Loss: 0.032 Epoch 21 Batch 222/269 - Train Accuracy: 0.936, Validation Accuracy: 0.920, Loss: 0.028 Epoch 21 Batch 223/269 - Train Accuracy: 0.923, Validation Accuracy: 0.922, Loss: 0.029 Epoch 21 Batch 224/269 - Train Accuracy: 0.920, Validation Accuracy: 0.920, Loss: 0.036 Epoch 21 Batch 225/269 - Train Accuracy: 0.908, Validation Accuracy: 0.912, Loss: 0.030 Epoch 21 Batch 226/269 - Train Accuracy: 0.918, Validation Accuracy: 0.911, Loss: 0.033 Epoch 21 Batch 227/269 - Train Accuracy: 0.924, Validation Accuracy: 0.912, Loss: 0.033 Epoch 21 Batch 228/269 - Train Accuracy: 0.933, Validation Accuracy: 0.915, Loss: 0.030 Epoch 21 Batch 229/269 - Train Accuracy: 0.924, Validation Accuracy: 0.913, Loss: 0.027 Epoch 21 Batch 230/269 - Train Accuracy: 0.921, Validation Accuracy: 0.913, Loss: 0.030 Epoch 21 Batch 231/269 - Train Accuracy: 0.901, Validation Accuracy: 0.908, Loss: 0.034 Epoch 21 Batch 232/269 - Train Accuracy: 0.921, Validation Accuracy: 0.917, Loss: 0.029 Epoch 21 Batch 233/269 - Train Accuracy: 0.936, Validation Accuracy: 0.917, Loss: 0.028 Epoch 21 Batch 234/269 - Train Accuracy: 0.929, Validation Accuracy: 0.916, Loss: 0.027 Epoch 21 Batch 235/269 - Train Accuracy: 0.946, Validation Accuracy: 0.912, Loss: 0.025 Epoch 21 Batch 236/269 - Train Accuracy: 0.925, Validation Accuracy: 0.909, Loss: 0.030 Epoch 21 Batch 237/269 - Train Accuracy: 0.937, Validation Accuracy: 0.909, Loss: 0.027 Epoch 21 Batch 238/269 - Train Accuracy: 0.928, Validation Accuracy: 0.913, Loss: 0.027 Epoch 21 Batch 239/269 - Train Accuracy: 0.943, Validation Accuracy: 0.912, Loss: 0.027 Epoch 21 Batch 240/269 - Train Accuracy: 0.931, Validation Accuracy: 0.913, Loss: 0.030 Epoch 21 Batch 241/269 - Train Accuracy: 0.914, Validation Accuracy: 0.914, Loss: 0.034 Epoch 21 Batch 242/269 - Train Accuracy: 0.926, Validation Accuracy: 0.913, Loss: 0.029 Epoch 21 Batch 243/269 - Train Accuracy: 0.934, Validation Accuracy: 0.914, Loss: 0.027 Epoch 21 Batch 244/269 - Train Accuracy: 0.907, Validation Accuracy: 0.906, Loss: 0.030 Epoch 21 Batch 245/269 - Train Accuracy: 0.911, Validation Accuracy: 0.903, Loss: 0.033 Epoch 21 Batch 246/269 - Train Accuracy: 0.913, Validation Accuracy: 0.908, Loss: 0.033 Epoch 21 Batch 247/269 - Train Accuracy: 0.925, Validation Accuracy: 0.904, Loss: 0.031 Epoch 21 Batch 248/269 - Train Accuracy: 0.916, Validation Accuracy: 0.905, Loss: 0.031 Epoch 21 Batch 249/269 - Train Accuracy: 0.942, Validation Accuracy: 0.907, Loss: 0.027 Epoch 21 Batch 250/269 - Train Accuracy: 0.926, Validation Accuracy: 0.905, Loss: 0.035 Epoch 21 Batch 251/269 - Train Accuracy: 0.945, Validation Accuracy: 0.913, Loss: 0.028 Epoch 21 Batch 252/269 - Train Accuracy: 0.934, Validation Accuracy: 0.920, Loss: 0.025 Epoch 21 Batch 253/269 - Train Accuracy: 0.929, Validation Accuracy: 0.921, Loss: 0.029 Epoch 21 Batch 254/269 - Train Accuracy: 0.932, Validation Accuracy: 0.919, Loss: 0.028 Epoch 21 Batch 255/269 - Train Accuracy: 0.935, Validation Accuracy: 0.921, Loss: 0.029 Epoch 21 Batch 256/269 - Train Accuracy: 0.932, Validation Accuracy: 0.918, Loss: 0.029 Epoch 21 Batch 257/269 - Train Accuracy: 0.916, Validation Accuracy: 0.912, Loss: 0.034 Epoch 21 Batch 258/269 - Train Accuracy: 0.930, Validation Accuracy: 0.903, Loss: 0.030 Epoch 21 Batch 259/269 - Train Accuracy: 0.934, Validation Accuracy: 0.901, Loss: 0.029 Epoch 21 Batch 260/269 - Train Accuracy: 0.932, Validation Accuracy: 0.902, Loss: 0.033 Epoch 21 Batch 261/269 - Train Accuracy: 0.925, Validation Accuracy: 0.907, Loss: 0.032 Epoch 21 Batch 262/269 - Train Accuracy: 0.926, Validation Accuracy: 0.903, Loss: 0.029 Epoch 21 Batch 263/269 - Train Accuracy: 0.925, Validation Accuracy: 0.911, Loss: 0.033 Epoch 21 Batch 264/269 - Train Accuracy: 0.913, Validation Accuracy: 0.917, Loss: 0.033 Epoch 21 Batch 265/269 - Train Accuracy: 0.923, Validation Accuracy: 0.915, Loss: 0.032 Epoch 21 Batch 266/269 - Train Accuracy: 0.932, Validation Accuracy: 0.916, Loss: 0.028 Epoch 21 Batch 267/269 - Train Accuracy: 0.926, Validation Accuracy: 0.916, Loss: 0.030 Epoch 22 Batch 0/269 - Train Accuracy: 0.935, Validation Accuracy: 0.914, Loss: 0.031 Epoch 22 Batch 1/269 - Train Accuracy: 0.915, Validation Accuracy: 0.913, Loss: 0.031 Epoch 22 Batch 2/269 - Train Accuracy: 0.926, Validation Accuracy: 0.913, Loss: 0.032 Epoch 22 Batch 3/269 - Train Accuracy: 0.930, Validation Accuracy: 0.918, Loss: 0.030 Epoch 22 Batch 4/269 - Train Accuracy: 0.921, Validation Accuracy: 0.916, Loss: 0.032 Epoch 22 Batch 5/269 - Train Accuracy: 0.915, Validation Accuracy: 0.906, Loss: 0.036 Epoch 22 Batch 6/269 - Train Accuracy: 0.932, Validation Accuracy: 0.911, Loss: 0.030 Epoch 22 Batch 7/269 - Train Accuracy: 0.933, Validation Accuracy: 0.911, Loss: 0.029 Epoch 22 Batch 8/269 - Train Accuracy: 0.941, Validation Accuracy: 0.910, Loss: 0.034 Epoch 22 Batch 9/269 - Train Accuracy: 0.911, Validation Accuracy: 0.904, Loss: 0.035 Epoch 22 Batch 10/269 - Train Accuracy: 0.925, Validation Accuracy: 0.909, Loss: 0.029 Epoch 22 Batch 11/269 - Train Accuracy: 0.926, Validation Accuracy: 0.913, Loss: 0.035 Epoch 22 Batch 12/269 - Train Accuracy: 0.907, Validation Accuracy: 0.912, Loss: 0.034 Epoch 22 Batch 13/269 - Train Accuracy: 0.914, Validation Accuracy: 0.906, Loss: 0.027 Epoch 22 Batch 14/269 - Train Accuracy: 0.908, Validation Accuracy: 0.908, Loss: 0.035 Epoch 22 Batch 15/269 - Train Accuracy: 0.936, Validation Accuracy: 0.912, Loss: 0.024 Epoch 22 Batch 16/269 - Train Accuracy: 0.914, Validation Accuracy: 0.906, Loss: 0.036 Epoch 22 Batch 17/269 - Train Accuracy: 0.931, Validation Accuracy: 0.907, Loss: 0.029 Epoch 22 Batch 18/269 - Train Accuracy: 0.920, Validation Accuracy: 0.914, Loss: 0.035 Epoch 22 Batch 19/269 - Train Accuracy: 0.937, Validation Accuracy: 0.918, Loss: 0.026 Epoch 22 Batch 20/269 - Train Accuracy: 0.928, Validation Accuracy: 0.920, Loss: 0.033 Epoch 22 Batch 21/269 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.034 Epoch 22 Batch 22/269 - Train Accuracy: 0.935, Validation Accuracy: 0.917, Loss: 0.027 Epoch 22 Batch 23/269 - Train Accuracy: 0.921, Validation Accuracy: 0.914, Loss: 0.031 Epoch 22 Batch 24/269 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.032 Epoch 22 Batch 25/269 - Train Accuracy: 0.937, Validation Accuracy: 0.918, Loss: 0.034 Epoch 22 Batch 26/269 - Train Accuracy: 0.921, Validation Accuracy: 0.916, Loss: 0.029 Epoch 22 Batch 27/269 - Train Accuracy: 0.920, Validation Accuracy: 0.912, Loss: 0.031 Epoch 22 Batch 28/269 - Train Accuracy: 0.919, Validation Accuracy: 0.915, Loss: 0.032 Epoch 22 Batch 29/269 - Train Accuracy: 0.929, Validation Accuracy: 0.915, Loss: 0.030 Epoch 22 Batch 30/269 - Train Accuracy: 0.938, Validation Accuracy: 0.910, Loss: 0.032 Epoch 22 Batch 31/269 - Train Accuracy: 0.927, Validation Accuracy: 0.907, Loss: 0.029 Epoch 22 Batch 32/269 - Train Accuracy: 0.940, Validation Accuracy: 0.906, Loss: 0.025 Epoch 22 Batch 33/269 - Train Accuracy: 0.932, Validation Accuracy: 0.908, Loss: 0.030 Epoch 22 Batch 34/269 - Train Accuracy: 0.932, Validation Accuracy: 0.909, Loss: 0.029 Epoch 22 Batch 35/269 - Train Accuracy: 0.930, Validation Accuracy: 0.918, Loss: 0.036 Epoch 22 Batch 36/269 - Train Accuracy: 0.920, Validation Accuracy: 0.916, Loss: 0.033 Epoch 22 Batch 37/269 - Train Accuracy: 0.923, Validation Accuracy: 0.916, Loss: 0.033 Epoch 22 Batch 38/269 - Train Accuracy: 0.927, Validation Accuracy: 0.914, Loss: 0.030 Epoch 22 Batch 39/269 - Train Accuracy: 0.937, Validation Accuracy: 0.918, Loss: 0.026 Epoch 22 Batch 40/269 - Train Accuracy: 0.923, Validation Accuracy: 0.919, Loss: 0.032 Epoch 22 Batch 41/269 - Train Accuracy: 0.918, Validation Accuracy: 0.920, Loss: 0.032 Epoch 22 Batch 42/269 - Train Accuracy: 0.934, Validation Accuracy: 0.919, Loss: 0.029 Epoch 22 Batch 43/269 - Train Accuracy: 0.934, Validation Accuracy: 0.916, Loss: 0.029 Epoch 22 Batch 44/269 - Train Accuracy: 0.936, Validation Accuracy: 0.919, Loss: 0.033 Epoch 22 Batch 45/269 - Train Accuracy: 0.934, Validation Accuracy: 0.919, Loss: 0.029 Epoch 22 Batch 46/269 - Train Accuracy: 0.932, Validation Accuracy: 0.919, Loss: 0.025 Epoch 22 Batch 47/269 - Train Accuracy: 0.928, Validation Accuracy: 0.914, Loss: 0.027 Epoch 22 Batch 48/269 - Train Accuracy: 0.933, Validation Accuracy: 0.916, Loss: 0.027 Epoch 22 Batch 49/269 - Train Accuracy: 0.925, Validation Accuracy: 0.916, Loss: 0.031 Epoch 22 Batch 50/269 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.034 Epoch 22 Batch 51/269 - Train Accuracy: 0.922, Validation Accuracy: 0.915, Loss: 0.032 Epoch 22 Batch 52/269 - Train Accuracy: 0.919, Validation Accuracy: 0.910, Loss: 0.029 Epoch 22 Batch 53/269 - Train Accuracy: 0.927, Validation Accuracy: 0.907, Loss: 0.028 Epoch 22 Batch 54/269 - Train Accuracy: 0.932, Validation Accuracy: 0.907, Loss: 0.031 Epoch 22 Batch 55/269 - Train Accuracy: 0.933, Validation Accuracy: 0.910, Loss: 0.029 Epoch 22 Batch 56/269 - Train Accuracy: 0.926, Validation Accuracy: 0.915, Loss: 0.032 Epoch 22 Batch 57/269 - Train Accuracy: 0.933, Validation Accuracy: 0.917, Loss: 0.030 Epoch 22 Batch 58/269 - Train Accuracy: 0.930, Validation Accuracy: 0.916, Loss: 0.029 Epoch 22 Batch 59/269 - Train Accuracy: 0.946, Validation Accuracy: 0.921, Loss: 0.024 Epoch 22 Batch 60/269 - Train Accuracy: 0.927, Validation Accuracy: 0.918, Loss: 0.031 Epoch 22 Batch 61/269 - Train Accuracy: 0.918, Validation Accuracy: 0.924, Loss: 0.031 Epoch 22 Batch 62/269 - Train Accuracy: 0.927, Validation Accuracy: 0.926, Loss: 0.031 Epoch 22 Batch 63/269 - Train Accuracy: 0.922, Validation Accuracy: 0.925, Loss: 0.031 Epoch 22 Batch 64/269 - Train Accuracy: 0.938, Validation Accuracy: 0.922, Loss: 0.024 Epoch 22 Batch 65/269 - Train Accuracy: 0.937, Validation Accuracy: 0.919, Loss: 0.027 Epoch 22 Batch 66/269 - Train Accuracy: 0.933, Validation Accuracy: 0.918, Loss: 0.029 Epoch 22 Batch 67/269 - Train Accuracy: 0.925, Validation Accuracy: 0.918, Loss: 0.033 Epoch 22 Batch 68/269 - Train Accuracy: 0.913, Validation Accuracy: 0.916, Loss: 0.033 Epoch 22 Batch 69/269 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.033 Epoch 22 Batch 70/269 - Train Accuracy: 0.938, Validation Accuracy: 0.919, Loss: 0.027 Epoch 22 Batch 71/269 - Train Accuracy: 0.938, Validation Accuracy: 0.916, Loss: 0.035 Epoch 22 Batch 72/269 - Train Accuracy: 0.919, Validation Accuracy: 0.911, Loss: 0.032 Epoch 22 Batch 73/269 - Train Accuracy: 0.927, Validation Accuracy: 0.909, Loss: 0.030 Epoch 22 Batch 74/269 - Train Accuracy: 0.934, Validation Accuracy: 0.914, Loss: 0.027 Epoch 22 Batch 75/269 - Train Accuracy: 0.930, Validation Accuracy: 0.914, Loss: 0.031 Epoch 22 Batch 76/269 - Train Accuracy: 0.927, Validation Accuracy: 0.918, Loss: 0.029 Epoch 22 Batch 77/269 - Train Accuracy: 0.927, Validation Accuracy: 0.918, Loss: 0.029 Epoch 22 Batch 78/269 - Train Accuracy: 0.932, Validation Accuracy: 0.914, Loss: 0.028 Epoch 22 Batch 79/269 - Train Accuracy: 0.927, Validation Accuracy: 0.916, Loss: 0.031 Epoch 22 Batch 80/269 - Train Accuracy: 0.935, Validation Accuracy: 0.915, Loss: 0.027 Epoch 22 Batch 81/269 - Train Accuracy: 0.933, Validation Accuracy: 0.921, Loss: 0.032 Epoch 22 Batch 82/269 - Train Accuracy: 0.932, Validation Accuracy: 0.929, Loss: 0.028 Epoch 22 Batch 83/269 - Train Accuracy: 0.916, Validation Accuracy: 0.925, Loss: 0.037 Epoch 22 Batch 84/269 - Train Accuracy: 0.929, Validation Accuracy: 0.922, Loss: 0.030 Epoch 22 Batch 85/269 - Train Accuracy: 0.924, Validation Accuracy: 0.922, Loss: 0.028 Epoch 22 Batch 86/269 - Train Accuracy: 0.932, Validation Accuracy: 0.928, Loss: 0.028 Epoch 22 Batch 87/269 - Train Accuracy: 0.932, Validation Accuracy: 0.925, Loss: 0.028 Epoch 22 Batch 88/269 - Train Accuracy: 0.930, Validation Accuracy: 0.925, Loss: 0.027 Epoch 22 Batch 89/269 - Train Accuracy: 0.948, Validation Accuracy: 0.926, Loss: 0.027 Epoch 22 Batch 90/269 - Train Accuracy: 0.922, Validation Accuracy: 0.925, Loss: 0.029 Epoch 22 Batch 91/269 - Train Accuracy: 0.941, Validation Accuracy: 0.924, Loss: 0.029 Epoch 22 Batch 92/269 - Train Accuracy: 0.940, Validation Accuracy: 0.927, Loss: 0.026 Epoch 22 Batch 93/269 - Train Accuracy: 0.935, Validation Accuracy: 0.926, Loss: 0.026 Epoch 22 Batch 94/269 - Train Accuracy: 0.922, Validation Accuracy: 0.924, Loss: 0.033 Epoch 22 Batch 95/269 - Train Accuracy: 0.927, Validation Accuracy: 0.921, Loss: 0.030 Epoch 22 Batch 96/269 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.031 Epoch 22 Batch 97/269 - Train Accuracy: 0.931, Validation Accuracy: 0.921, Loss: 0.029 Epoch 22 Batch 98/269 - Train Accuracy: 0.937, Validation Accuracy: 0.923, Loss: 0.029 Epoch 22 Batch 99/269 - Train Accuracy: 0.927, Validation Accuracy: 0.914, Loss: 0.025 Epoch 22 Batch 100/269 - Train Accuracy: 0.933, Validation Accuracy: 0.919, Loss: 0.027 Epoch 22 Batch 101/269 - Train Accuracy: 0.927, Validation Accuracy: 0.914, Loss: 0.033 Epoch 22 Batch 102/269 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.028 Epoch 22 Batch 103/269 - Train Accuracy: 0.927, Validation Accuracy: 0.919, Loss: 0.033 Epoch 22 Batch 104/269 - Train Accuracy: 0.930, Validation Accuracy: 0.920, Loss: 0.027 Epoch 22 Batch 105/269 - Train Accuracy: 0.920, Validation Accuracy: 0.925, Loss: 0.028 Epoch 22 Batch 106/269 - Train Accuracy: 0.937, Validation Accuracy: 0.927, Loss: 0.026 Epoch 22 Batch 107/269 - Train Accuracy: 0.928, Validation Accuracy: 0.924, Loss: 0.029 Epoch 22 Batch 108/269 - Train Accuracy: 0.938, Validation Accuracy: 0.926, Loss: 0.026 Epoch 22 Batch 109/269 - Train Accuracy: 0.921, Validation Accuracy: 0.928, Loss: 0.030 Epoch 22 Batch 110/269 - Train Accuracy: 0.936, Validation Accuracy: 0.930, Loss: 0.026 Epoch 22 Batch 111/269 - Train Accuracy: 0.941, Validation Accuracy: 0.928, Loss: 0.026 Epoch 22 Batch 112/269 - Train Accuracy: 0.931, Validation Accuracy: 0.926, Loss: 0.026 Epoch 22 Batch 113/269 - Train Accuracy: 0.931, Validation Accuracy: 0.923, Loss: 0.026 Epoch 22 Batch 114/269 - Train Accuracy: 0.942, Validation Accuracy: 0.926, Loss: 0.026 Epoch 22 Batch 115/269 - Train Accuracy: 0.918, Validation Accuracy: 0.928, Loss: 0.031 Epoch 22 Batch 116/269 - Train Accuracy: 0.933, Validation Accuracy: 0.924, Loss: 0.028 Epoch 22 Batch 117/269 - Train Accuracy: 0.934, Validation Accuracy: 0.924, Loss: 0.026 Epoch 22 Batch 118/269 - Train Accuracy: 0.945, Validation Accuracy: 0.923, Loss: 0.025 Epoch 22 Batch 119/269 - Train Accuracy: 0.937, Validation Accuracy: 0.922, Loss: 0.030 Epoch 22 Batch 120/269 - Train Accuracy: 0.936, Validation Accuracy: 0.926, Loss: 0.027 Epoch 22 Batch 121/269 - Train Accuracy: 0.930, Validation Accuracy: 0.927, Loss: 0.027 Epoch 22 Batch 122/269 - Train Accuracy: 0.931, Validation Accuracy: 0.933, Loss: 0.028 Epoch 22 Batch 123/269 - Train Accuracy: 0.930, Validation Accuracy: 0.935, Loss: 0.028 Epoch 22 Batch 124/269 - Train Accuracy: 0.944, Validation Accuracy: 0.933, Loss: 0.025 Epoch 22 Batch 125/269 - Train Accuracy: 0.937, Validation Accuracy: 0.931, Loss: 0.026 Epoch 22 Batch 126/269 - Train Accuracy: 0.916, Validation Accuracy: 0.928, Loss: 0.029 Epoch 22 Batch 127/269 - Train Accuracy: 0.931, Validation Accuracy: 0.922, Loss: 0.031 Epoch 22 Batch 128/269 - Train Accuracy: 0.927, Validation Accuracy: 0.915, Loss: 0.029 Epoch 22 Batch 129/269 - Train Accuracy: 0.922, Validation Accuracy: 0.914, Loss: 0.028 Epoch 22 Batch 130/269 - Train Accuracy: 0.924, Validation Accuracy: 0.925, Loss: 0.033 Epoch 22 Batch 131/269 - Train Accuracy: 0.910, Validation Accuracy: 0.921, Loss: 0.032 Epoch 22 Batch 132/269 - Train Accuracy: 0.926, Validation Accuracy: 0.927, Loss: 0.031 Epoch 22 Batch 133/269 - Train Accuracy: 0.926, Validation Accuracy: 0.932, Loss: 0.027 Epoch 22 Batch 134/269 - Train Accuracy: 0.930, Validation Accuracy: 0.931, Loss: 0.030 Epoch 22 Batch 135/269 - Train Accuracy: 0.926, Validation Accuracy: 0.926, Loss: 0.028 Epoch 22 Batch 136/269 - Train Accuracy: 0.917, Validation Accuracy: 0.930, Loss: 0.031 Epoch 22 Batch 137/269 - Train Accuracy: 0.945, Validation Accuracy: 0.926, Loss: 0.027 Epoch 22 Batch 138/269 - Train Accuracy: 0.929, Validation Accuracy: 0.926, Loss: 0.031 Epoch 22 Batch 139/269 - Train Accuracy: 0.940, Validation Accuracy: 0.921, Loss: 0.023 Epoch 22 Batch 140/269 - Train Accuracy: 0.936, Validation Accuracy: 0.924, Loss: 0.027 Epoch 22 Batch 141/269 - Train Accuracy: 0.936, Validation Accuracy: 0.930, Loss: 0.033 Epoch 22 Batch 142/269 - Train Accuracy: 0.928, Validation Accuracy: 0.929, Loss: 0.030 Epoch 22 Batch 143/269 - Train Accuracy: 0.935, Validation Accuracy: 0.929, Loss: 0.026 Epoch 22 Batch 144/269 - Train Accuracy: 0.943, Validation Accuracy: 0.927, Loss: 0.023 Epoch 22 Batch 145/269 - Train Accuracy: 0.948, Validation Accuracy: 0.924, Loss: 0.025 Epoch 22 Batch 146/269 - Train Accuracy: 0.936, Validation Accuracy: 0.926, Loss: 0.025 Epoch 22 Batch 147/269 - Train Accuracy: 0.931, Validation Accuracy: 0.922, Loss: 0.029 Epoch 22 Batch 148/269 - Train Accuracy: 0.938, Validation Accuracy: 0.928, Loss: 0.029 Epoch 22 Batch 149/269 - Train Accuracy: 0.934, Validation Accuracy: 0.923, Loss: 0.032 Epoch 22 Batch 150/269 - Train Accuracy: 0.928, Validation Accuracy: 0.922, Loss: 0.030 Epoch 22 Batch 151/269 - Train Accuracy: 0.938, Validation Accuracy: 0.925, Loss: 0.029 Epoch 22 Batch 152/269 - Train Accuracy: 0.928, Validation Accuracy: 0.915, Loss: 0.032 Epoch 22 Batch 153/269 - Train Accuracy: 0.940, Validation Accuracy: 0.917, Loss: 0.023 Epoch 22 Batch 154/269 - Train Accuracy: 0.935, Validation Accuracy: 0.917, Loss: 0.029 Epoch 22 Batch 155/269 - Train Accuracy: 0.928, Validation Accuracy: 0.917, Loss: 0.029 Epoch 22 Batch 156/269 - Train Accuracy: 0.919, Validation Accuracy: 0.916, Loss: 0.030 Epoch 22 Batch 157/269 - Train Accuracy: 0.931, Validation Accuracy: 0.918, Loss: 0.024 Epoch 22 Batch 158/269 - Train Accuracy: 0.921, Validation Accuracy: 0.922, Loss: 0.028 Epoch 22 Batch 159/269 - Train Accuracy: 0.935, Validation Accuracy: 0.925, Loss: 0.027 Epoch 22 Batch 160/269 - Train Accuracy: 0.938, Validation Accuracy: 0.923, Loss: 0.029 Epoch 22 Batch 161/269 - Train Accuracy: 0.938, Validation Accuracy: 0.927, Loss: 0.027 Epoch 22 Batch 162/269 - Train Accuracy: 0.939, Validation Accuracy: 0.924, Loss: 0.026 Epoch 22 Batch 163/269 - Train Accuracy: 0.947, Validation Accuracy: 0.923, Loss: 0.028 Epoch 22 Batch 164/269 - Train Accuracy: 0.936, Validation Accuracy: 0.920, Loss: 0.030 Epoch 22 Batch 165/269 - Train Accuracy: 0.937, Validation Accuracy: 0.923, Loss: 0.028 Epoch 22 Batch 166/269 - Train Accuracy: 0.935, Validation Accuracy: 0.930, Loss: 0.026 Epoch 22 Batch 167/269 - Train Accuracy: 0.934, Validation Accuracy: 0.931, Loss: 0.027 Epoch 22 Batch 168/269 - Train Accuracy: 0.933, Validation Accuracy: 0.932, Loss: 0.033 Epoch 22 Batch 169/269 - Train Accuracy: 0.930, Validation Accuracy: 0.932, Loss: 0.026 Epoch 22 Batch 170/269 - Train Accuracy: 0.931, Validation Accuracy: 0.930, Loss: 0.029 Epoch 22 Batch 171/269 - Train Accuracy: 0.927, Validation Accuracy: 0.934, Loss: 0.034 Epoch 22 Batch 172/269 - Train Accuracy: 0.944, Validation Accuracy: 0.931, Loss: 0.028 Epoch 22 Batch 173/269 - Train Accuracy: 0.934, Validation Accuracy: 0.929, Loss: 0.026 Epoch 22 Batch 174/269 - Train Accuracy: 0.943, Validation Accuracy: 0.925, Loss: 0.028 Epoch 22 Batch 175/269 - Train Accuracy: 0.920, Validation Accuracy: 0.925, Loss: 0.037 Epoch 22 Batch 176/269 - Train Accuracy: 0.930, Validation Accuracy: 0.920, Loss: 0.032 Epoch 22 Batch 177/269 - Train Accuracy: 0.944, Validation Accuracy: 0.923, Loss: 0.024 Epoch 22 Batch 178/269 - Train Accuracy: 0.942, Validation Accuracy: 0.923, Loss: 0.027 Epoch 22 Batch 179/269 - Train Accuracy: 0.929, Validation Accuracy: 0.927, Loss: 0.029 Epoch 22 Batch 180/269 - Train Accuracy: 0.945, Validation Accuracy: 0.929, Loss: 0.029 Epoch 22 Batch 181/269 - Train Accuracy: 0.931, Validation Accuracy: 0.933, Loss: 0.030 Epoch 22 Batch 182/269 - Train Accuracy: 0.935, Validation Accuracy: 0.932, Loss: 0.024 Epoch 22 Batch 183/269 - Train Accuracy: 0.945, Validation Accuracy: 0.930, Loss: 0.024 Epoch 22 Batch 184/269 - Train Accuracy: 0.930, Validation Accuracy: 0.932, Loss: 0.028 Epoch 22 Batch 185/269 - Train Accuracy: 0.950, Validation Accuracy: 0.927, Loss: 0.027 Epoch 22 Batch 186/269 - Train Accuracy: 0.937, Validation Accuracy: 0.928, Loss: 0.025 Epoch 22 Batch 187/269 - Train Accuracy: 0.929, Validation Accuracy: 0.927, Loss: 0.025 Epoch 22 Batch 188/269 - Train Accuracy: 0.946, Validation Accuracy: 0.930, Loss: 0.026 Epoch 22 Batch 189/269 - Train Accuracy: 0.943, Validation Accuracy: 0.931, Loss: 0.026 Epoch 22 Batch 190/269 - Train Accuracy: 0.935, Validation Accuracy: 0.930, Loss: 0.029 Epoch 22 Batch 191/269 - Train Accuracy: 0.941, Validation Accuracy: 0.931, Loss: 0.025 Epoch 22 Batch 192/269 - Train Accuracy: 0.943, Validation Accuracy: 0.934, Loss: 0.025 Epoch 22 Batch 193/269 - Train Accuracy: 0.935, Validation Accuracy: 0.932, Loss: 0.027 Epoch 22 Batch 194/269 - Train Accuracy: 0.927, Validation Accuracy: 0.933, Loss: 0.029 Epoch 22 Batch 195/269 - Train Accuracy: 0.932, Validation Accuracy: 0.933, Loss: 0.028 Epoch 22 Batch 196/269 - Train Accuracy: 0.920, Validation Accuracy: 0.931, Loss: 0.029 Epoch 22 Batch 197/269 - Train Accuracy: 0.934, Validation Accuracy: 0.930, Loss: 0.028 Epoch 22 Batch 198/269 - Train Accuracy: 0.933, Validation Accuracy: 0.929, Loss: 0.029 Epoch 22 Batch 199/269 - Train Accuracy: 0.941, Validation Accuracy: 0.935, Loss: 0.029 Epoch 22 Batch 200/269 - Train Accuracy: 0.946, Validation Accuracy: 0.934, Loss: 0.026 Epoch 22 Batch 201/269 - Train Accuracy: 0.939, Validation Accuracy: 0.935, Loss: 0.028 Epoch 22 Batch 202/269 - Train Accuracy: 0.941, Validation Accuracy: 0.930, Loss: 0.027 Epoch 22 Batch 203/269 - Train Accuracy: 0.928, Validation Accuracy: 0.932, Loss: 0.030 Epoch 22 Batch 204/269 - Train Accuracy: 0.942, Validation Accuracy: 0.929, Loss: 0.028 Epoch 22 Batch 205/269 - Train Accuracy: 0.948, Validation Accuracy: 0.931, Loss: 0.026 Epoch 22 Batch 206/269 - Train Accuracy: 0.937, Validation Accuracy: 0.929, Loss: 0.031 Epoch 22 Batch 207/269 - Train Accuracy: 0.941, Validation Accuracy: 0.922, Loss: 0.024 Epoch 22 Batch 208/269 - Train Accuracy: 0.940, Validation Accuracy: 0.929, Loss: 0.030 Epoch 22 Batch 209/269 - Train Accuracy: 0.930, Validation Accuracy: 0.928, Loss: 0.026 Epoch 22 Batch 210/269 - Train Accuracy: 0.943, Validation Accuracy: 0.930, Loss: 0.027 Epoch 22 Batch 211/269 - Train Accuracy: 0.945, Validation Accuracy: 0.928, Loss: 0.030 Epoch 22 Batch 212/269 - Train Accuracy: 0.939, Validation Accuracy: 0.927, Loss: 0.031 Epoch 22 Batch 213/269 - Train Accuracy: 0.936, Validation Accuracy: 0.929, Loss: 0.028 Epoch 22 Batch 214/269 - Train Accuracy: 0.942, Validation Accuracy: 0.922, Loss: 0.029 Epoch 22 Batch 215/269 - Train Accuracy: 0.936, Validation Accuracy: 0.926, Loss: 0.028 Epoch 22 Batch 216/269 - Train Accuracy: 0.936, Validation Accuracy: 0.925, Loss: 0.039 Epoch 22 Batch 217/269 - Train Accuracy: 0.927, Validation Accuracy: 0.923, Loss: 0.030 Epoch 22 Batch 218/269 - Train Accuracy: 0.934, Validation Accuracy: 0.924, Loss: 0.028 Epoch 22 Batch 219/269 - Train Accuracy: 0.947, Validation Accuracy: 0.929, Loss: 0.027 Epoch 22 Batch 220/269 - Train Accuracy: 0.933, Validation Accuracy: 0.926, Loss: 0.030 Epoch 22 Batch 221/269 - Train Accuracy: 0.940, Validation Accuracy: 0.928, Loss: 0.033 Epoch 22 Batch 222/269 - Train Accuracy: 0.940, Validation Accuracy: 0.929, Loss: 0.031 Epoch 22 Batch 223/269 - Train Accuracy: 0.937, Validation Accuracy: 0.928, Loss: 0.026 Epoch 22 Batch 224/269 - Train Accuracy: 0.931, Validation Accuracy: 0.929, Loss: 0.037 Epoch 22 Batch 225/269 - Train Accuracy: 0.923, Validation Accuracy: 0.925, Loss: 0.031 Epoch 22 Batch 226/269 - Train Accuracy: 0.934, Validation Accuracy: 0.926, Loss: 0.035 Epoch 22 Batch 227/269 - Train Accuracy: 0.940, Validation Accuracy: 0.933, Loss: 0.035 Epoch 22 Batch 228/269 - Train Accuracy: 0.938, Validation Accuracy: 0.932, Loss: 0.028 Epoch 22 Batch 229/269 - Train Accuracy: 0.941, Validation Accuracy: 0.927, Loss: 0.027 Epoch 22 Batch 230/269 - Train Accuracy: 0.947, Validation Accuracy: 0.926, Loss: 0.027 Epoch 22 Batch 231/269 - Train Accuracy: 0.925, Validation Accuracy: 0.933, Loss: 0.030 Epoch 22 Batch 232/269 - Train Accuracy: 0.931, Validation Accuracy: 0.930, Loss: 0.032 Epoch 22 Batch 233/269 - Train Accuracy: 0.946, Validation Accuracy: 0.932, Loss: 0.031 Epoch 22 Batch 234/269 - Train Accuracy: 0.933, Validation Accuracy: 0.929, Loss: 0.026 Epoch 22 Batch 235/269 - Train Accuracy: 0.955, Validation Accuracy: 0.923, Loss: 0.028 Epoch 22 Batch 236/269 - Train Accuracy: 0.932, Validation Accuracy: 0.922, Loss: 0.031 Epoch 22 Batch 237/269 - Train Accuracy: 0.947, Validation Accuracy: 0.923, Loss: 0.030 Epoch 22 Batch 238/269 - Train Accuracy: 0.929, Validation Accuracy: 0.927, Loss: 0.033 Epoch 22 Batch 239/269 - Train Accuracy: 0.943, Validation Accuracy: 0.932, Loss: 0.029 Epoch 22 Batch 240/269 - Train Accuracy: 0.941, Validation Accuracy: 0.927, Loss: 0.033 Epoch 22 Batch 241/269 - Train Accuracy: 0.922, Validation Accuracy: 0.930, Loss: 0.032 Epoch 22 Batch 242/269 - Train Accuracy: 0.935, Validation Accuracy: 0.935, Loss: 0.031 Epoch 22 Batch 243/269 - Train Accuracy: 0.948, Validation Accuracy: 0.927, Loss: 0.028 Epoch 22 Batch 244/269 - Train Accuracy: 0.903, Validation Accuracy: 0.922, Loss: 0.035 Epoch 22 Batch 245/269 - Train Accuracy: 0.921, Validation Accuracy: 0.923, Loss: 0.031 Epoch 22 Batch 246/269 - Train Accuracy: 0.922, Validation Accuracy: 0.930, Loss: 0.034 Epoch 22 Batch 247/269 - Train Accuracy: 0.936, Validation Accuracy: 0.931, Loss: 0.034 Epoch 22 Batch 248/269 - Train Accuracy: 0.943, Validation Accuracy: 0.930, Loss: 0.030 Epoch 22 Batch 249/269 - Train Accuracy: 0.937, Validation Accuracy: 0.920, Loss: 0.028 Epoch 22 Batch 250/269 - Train Accuracy: 0.937, Validation Accuracy: 0.925, Loss: 0.032 Epoch 22 Batch 251/269 - Train Accuracy: 0.951, Validation Accuracy: 0.938, Loss: 0.032 Epoch 22 Batch 252/269 - Train Accuracy: 0.941, Validation Accuracy: 0.926, Loss: 0.023 Epoch 22 Batch 253/269 - Train Accuracy: 0.928, Validation Accuracy: 0.930, Loss: 0.030 Epoch 22 Batch 254/269 - Train Accuracy: 0.933, Validation Accuracy: 0.929, Loss: 0.029 Epoch 22 Batch 255/269 - Train Accuracy: 0.936, Validation Accuracy: 0.923, Loss: 0.028 Epoch 22 Batch 256/269 - Train Accuracy: 0.930, Validation Accuracy: 0.926, Loss: 0.028 Epoch 22 Batch 257/269 - Train Accuracy: 0.924, Validation Accuracy: 0.925, Loss: 0.032 Epoch 22 Batch 258/269 - Train Accuracy: 0.942, Validation Accuracy: 0.919, Loss: 0.038 Epoch 22 Batch 259/269 - Train Accuracy: 0.939, Validation Accuracy: 0.913, Loss: 0.030 Epoch 22 Batch 260/269 - Train Accuracy: 0.933, Validation Accuracy: 0.910, Loss: 0.034 Epoch 22 Batch 261/269 - Train Accuracy: 0.934, Validation Accuracy: 0.913, Loss: 0.031 Epoch 22 Batch 262/269 - Train Accuracy: 0.933, Validation Accuracy: 0.911, Loss: 0.032 Epoch 22 Batch 263/269 - Train Accuracy: 0.921, Validation Accuracy: 0.921, Loss: 0.033 Epoch 22 Batch 264/269 - Train Accuracy: 0.928, Validation Accuracy: 0.922, Loss: 0.037 Epoch 22 Batch 265/269 - Train Accuracy: 0.931, Validation Accuracy: 0.919, Loss: 0.032 Epoch 22 Batch 266/269 - Train Accuracy: 0.932, Validation Accuracy: 0.914, Loss: 0.034 Epoch 22 Batch 267/269 - Train Accuracy: 0.935, Validation Accuracy: 0.925, Loss: 0.034 Epoch 23 Batch 0/269 - Train Accuracy: 0.941, Validation Accuracy: 0.933, Loss: 0.036 Epoch 23 Batch 1/269 - Train Accuracy: 0.933, Validation Accuracy: 0.921, Loss: 0.032 Epoch 23 Batch 2/269 - Train Accuracy: 0.923, Validation Accuracy: 0.919, Loss: 0.035 Epoch 23 Batch 3/269 - Train Accuracy: 0.926, Validation Accuracy: 0.923, Loss: 0.030 Epoch 23 Batch 4/269 - Train Accuracy: 0.929, Validation Accuracy: 0.922, Loss: 0.032 Epoch 23 Batch 5/269 - Train Accuracy: 0.925, Validation Accuracy: 0.922, Loss: 0.034 Epoch 23 Batch 6/269 - Train Accuracy: 0.934, Validation Accuracy: 0.916, Loss: 0.030 Epoch 23 Batch 7/269 - Train Accuracy: 0.931, Validation Accuracy: 0.912, Loss: 0.030 Epoch 23 Batch 8/269 - Train Accuracy: 0.943, Validation Accuracy: 0.917, Loss: 0.033 Epoch 23 Batch 9/269 - Train Accuracy: 0.918, Validation Accuracy: 0.920, Loss: 0.034 Epoch 23 Batch 10/269 - Train Accuracy: 0.929, Validation Accuracy: 0.915, Loss: 0.031 Epoch 23 Batch 11/269 - Train Accuracy: 0.924, Validation Accuracy: 0.919, Loss: 0.035 Epoch 23 Batch 12/269 - Train Accuracy: 0.924, Validation Accuracy: 0.925, Loss: 0.036 Epoch 23 Batch 13/269 - Train Accuracy: 0.926, Validation Accuracy: 0.926, Loss: 0.027 Epoch 23 Batch 14/269 - Train Accuracy: 0.924, Validation Accuracy: 0.922, Loss: 0.029 Epoch 23 Batch 15/269 - Train Accuracy: 0.939, Validation Accuracy: 0.929, Loss: 0.027 Epoch 23 Batch 16/269 - Train Accuracy: 0.923, Validation Accuracy: 0.928, Loss: 0.034 Epoch 23 Batch 17/269 - Train Accuracy: 0.938, Validation Accuracy: 0.920, Loss: 0.026 Epoch 23 Batch 18/269 - Train Accuracy: 0.927, Validation Accuracy: 0.916, Loss: 0.029 Epoch 23 Batch 19/269 - Train Accuracy: 0.940, Validation Accuracy: 0.911, Loss: 0.027 Epoch 23 Batch 20/269 - Train Accuracy: 0.930, Validation Accuracy: 0.920, Loss: 0.030 Epoch 23 Batch 21/269 - Train Accuracy: 0.922, Validation Accuracy: 0.923, Loss: 0.036 Epoch 23 Batch 22/269 - Train Accuracy: 0.933, Validation Accuracy: 0.925, Loss: 0.027 Epoch 23 Batch 23/269 - Train Accuracy: 0.921, Validation Accuracy: 0.926, Loss: 0.033 Epoch 23 Batch 24/269 - Train Accuracy: 0.933, Validation Accuracy: 0.923, Loss: 0.033 Epoch 23 Batch 25/269 - Train Accuracy: 0.931, Validation Accuracy: 0.927, Loss: 0.032 Epoch 23 Batch 26/269 - Train Accuracy: 0.929, Validation Accuracy: 0.931, Loss: 0.027 Epoch 23 Batch 27/269 - Train Accuracy: 0.928, Validation Accuracy: 0.931, Loss: 0.028 Epoch 23 Batch 28/269 - Train Accuracy: 0.929, Validation Accuracy: 0.927, Loss: 0.030 Epoch 23 Batch 29/269 - Train Accuracy: 0.935, Validation Accuracy: 0.923, Loss: 0.029 Epoch 23 Batch 30/269 - Train Accuracy: 0.938, Validation Accuracy: 0.919, Loss: 0.028 Epoch 23 Batch 31/269 - Train Accuracy: 0.935, Validation Accuracy: 0.916, Loss: 0.033 Epoch 23 Batch 32/269 - Train Accuracy: 0.943, Validation Accuracy: 0.915, Loss: 0.024 Epoch 23 Batch 33/269 - Train Accuracy: 0.933, Validation Accuracy: 0.922, Loss: 0.031 Epoch 23 Batch 34/269 - Train Accuracy: 0.940, Validation Accuracy: 0.924, Loss: 0.028 Epoch 23 Batch 35/269 - Train Accuracy: 0.935, Validation Accuracy: 0.922, Loss: 0.034 Epoch 23 Batch 36/269 - Train Accuracy: 0.930, Validation Accuracy: 0.921, Loss: 0.031 Epoch 23 Batch 37/269 - Train Accuracy: 0.946, Validation Accuracy: 0.926, Loss: 0.030 Epoch 23 Batch 38/269 - Train Accuracy: 0.924, Validation Accuracy: 0.930, Loss: 0.032 Epoch 23 Batch 39/269 - Train Accuracy: 0.946, Validation Accuracy: 0.928, Loss: 0.025 Epoch 23 Batch 40/269 - Train Accuracy: 0.931, Validation Accuracy: 0.930, Loss: 0.031 Epoch 23 Batch 41/269 - Train Accuracy: 0.933, Validation Accuracy: 0.934, Loss: 0.027 Epoch 23 Batch 42/269 - Train Accuracy: 0.934, Validation Accuracy: 0.927, Loss: 0.028 Epoch 23 Batch 43/269 - Train Accuracy: 0.946, Validation Accuracy: 0.930, Loss: 0.030 Epoch 23 Batch 44/269 - Train Accuracy: 0.940, Validation Accuracy: 0.934, Loss: 0.031 Epoch 23 Batch 45/269 - Train Accuracy: 0.934, Validation Accuracy: 0.933, Loss: 0.030 Epoch 23 Batch 46/269 - Train Accuracy: 0.932, Validation Accuracy: 0.934, Loss: 0.026 Epoch 23 Batch 47/269 - Train Accuracy: 0.942, Validation Accuracy: 0.935, Loss: 0.025 Epoch 23 Batch 48/269 - Train Accuracy: 0.947, Validation Accuracy: 0.934, Loss: 0.026 Epoch 23 Batch 49/269 - Train Accuracy: 0.934, Validation Accuracy: 0.937, Loss: 0.032 Epoch 23 Batch 50/269 - Train Accuracy: 0.928, Validation Accuracy: 0.937, Loss: 0.032 Epoch 23 Batch 51/269 - Train Accuracy: 0.937, Validation Accuracy: 0.940, Loss: 0.030 Epoch 23 Batch 52/269 - Train Accuracy: 0.941, Validation Accuracy: 0.936, Loss: 0.027 Epoch 23 Batch 53/269 - Train Accuracy: 0.941, Validation Accuracy: 0.936, Loss: 0.025 Epoch 23 Batch 54/269 - Train Accuracy: 0.950, Validation Accuracy: 0.933, Loss: 0.024 Epoch 23 Batch 55/269 - Train Accuracy: 0.943, Validation Accuracy: 0.936, Loss: 0.028 Epoch 23 Batch 56/269 - Train Accuracy: 0.929, Validation Accuracy: 0.936, Loss: 0.030 Epoch 23 Batch 57/269 - Train Accuracy: 0.945, Validation Accuracy: 0.938, Loss: 0.028 Epoch 23 Batch 58/269 - Train Accuracy: 0.931, Validation Accuracy: 0.932, Loss: 0.029 Epoch 23 Batch 59/269 - Train Accuracy: 0.952, Validation Accuracy: 0.934, Loss: 0.025 Epoch 23 Batch 60/269 - Train Accuracy: 0.944, Validation Accuracy: 0.935, Loss: 0.030 Epoch 23 Batch 61/269 - Train Accuracy: 0.929, Validation Accuracy: 0.929, Loss: 0.027 Epoch 23 Batch 62/269 - Train Accuracy: 0.936, Validation Accuracy: 0.931, Loss: 0.031 Epoch 23 Batch 63/269 - Train Accuracy: 0.936, Validation Accuracy: 0.930, Loss: 0.031 Epoch 23 Batch 64/269 - Train Accuracy: 0.943, Validation Accuracy: 0.928, Loss: 0.024 Epoch 23 Batch 65/269 - Train Accuracy: 0.934, Validation Accuracy: 0.934, Loss: 0.029 Epoch 23 Batch 66/269 - Train Accuracy: 0.944, Validation Accuracy: 0.939, Loss: 0.029 Epoch 23 Batch 67/269 - Train Accuracy: 0.939, Validation Accuracy: 0.941, Loss: 0.033 Epoch 23 Batch 68/269 - Train Accuracy: 0.922, Validation Accuracy: 0.931, Loss: 0.032 Epoch 23 Batch 69/269 - Train Accuracy: 0.933, Validation Accuracy: 0.927, Loss: 0.032 Epoch 23 Batch 70/269 - Train Accuracy: 0.941, Validation Accuracy: 0.924, Loss: 0.027 Epoch 23 Batch 71/269 - Train Accuracy: 0.940, Validation Accuracy: 0.924, Loss: 0.037 Epoch 23 Batch 72/269 - Train Accuracy: 0.934, Validation Accuracy: 0.931, Loss: 0.035 Epoch 23 Batch 73/269 - Train Accuracy: 0.943, Validation Accuracy: 0.931, Loss: 0.028 Epoch 23 Batch 74/269 - Train Accuracy: 0.945, Validation Accuracy: 0.929, Loss: 0.026 Epoch 23 Batch 75/269 - Train Accuracy: 0.939, Validation Accuracy: 0.934, Loss: 0.034 Epoch 23 Batch 76/269 - Train Accuracy: 0.932, Validation Accuracy: 0.935, Loss: 0.031 Epoch 23 Batch 77/269 - Train Accuracy: 0.944, Validation Accuracy: 0.926, Loss: 0.027 Epoch 23 Batch 78/269 - Train Accuracy: 0.944, Validation Accuracy: 0.924, Loss: 0.028 Epoch 23 Batch 79/269 - Train Accuracy: 0.927, Validation Accuracy: 0.922, Loss: 0.036 Epoch 23 Batch 80/269 - Train Accuracy: 0.943, Validation Accuracy: 0.924, Loss: 0.030 Epoch 23 Batch 81/269 - Train Accuracy: 0.932, Validation Accuracy: 0.924, Loss: 0.034 Epoch 23 Batch 82/269 - Train Accuracy: 0.944, Validation Accuracy: 0.928, Loss: 0.027 Epoch 23 Batch 83/269 - Train Accuracy: 0.935, Validation Accuracy: 0.930, Loss: 0.033 Epoch 23 Batch 84/269 - Train Accuracy: 0.931, Validation Accuracy: 0.935, Loss: 0.031 Epoch 23 Batch 85/269 - Train Accuracy: 0.931, Validation Accuracy: 0.932, Loss: 0.025 Epoch 23 Batch 86/269 - Train Accuracy: 0.943, Validation Accuracy: 0.931, Loss: 0.028 Epoch 23 Batch 87/269 - Train Accuracy: 0.946, Validation Accuracy: 0.932, Loss: 0.029 Epoch 23 Batch 88/269 - Train Accuracy: 0.936, Validation Accuracy: 0.932, Loss: 0.029 Epoch 23 Batch 89/269 - Train Accuracy: 0.956, Validation Accuracy: 0.934, Loss: 0.027 Epoch 23 Batch 90/269 - Train Accuracy: 0.927, Validation Accuracy: 0.932, Loss: 0.029 Epoch 23 Batch 91/269 - Train Accuracy: 0.943, Validation Accuracy: 0.925, Loss: 0.024 Epoch 23 Batch 92/269 - Train Accuracy: 0.933, Validation Accuracy: 0.927, Loss: 0.028 Epoch 23 Batch 93/269 - Train Accuracy: 0.934, Validation Accuracy: 0.933, Loss: 0.028 Epoch 23 Batch 94/269 - Train Accuracy: 0.923, Validation Accuracy: 0.934, Loss: 0.034 Epoch 23 Batch 95/269 - Train Accuracy: 0.934, Validation Accuracy: 0.937, Loss: 0.025 Epoch 23 Batch 96/269 - Train Accuracy: 0.922, Validation Accuracy: 0.938, Loss: 0.033 Epoch 23 Batch 97/269 - Train Accuracy: 0.949, Validation Accuracy: 0.939, Loss: 0.030 Epoch 23 Batch 98/269 - Train Accuracy: 0.944, Validation Accuracy: 0.945, Loss: 0.031 Epoch 23 Batch 99/269 - Train Accuracy: 0.944, Validation Accuracy: 0.941, Loss: 0.030 Epoch 23 Batch 100/269 - Train Accuracy: 0.943, Validation Accuracy: 0.933, Loss: 0.026 Epoch 23 Batch 101/269 - Train Accuracy: 0.936, Validation Accuracy: 0.930, Loss: 0.030 Epoch 23 Batch 102/269 - Train Accuracy: 0.930, Validation Accuracy: 0.929, Loss: 0.026 Epoch 23 Batch 103/269 - Train Accuracy: 0.941, Validation Accuracy: 0.936, Loss: 0.029 Epoch 23 Batch 104/269 - Train Accuracy: 0.941, Validation Accuracy: 0.936, Loss: 0.026 Epoch 23 Batch 105/269 - Train Accuracy: 0.928, Validation Accuracy: 0.934, Loss: 0.028 Epoch 23 Batch 106/269 - Train Accuracy: 0.943, Validation Accuracy: 0.933, Loss: 0.024 Epoch 23 Batch 107/269 - Train Accuracy: 0.943, Validation Accuracy: 0.934, Loss: 0.027 Epoch 23 Batch 108/269 - Train Accuracy: 0.947, Validation Accuracy: 0.942, Loss: 0.024 Epoch 23 Batch 109/269 - Train Accuracy: 0.934, Validation Accuracy: 0.939, Loss: 0.031 Epoch 23 Batch 110/269 - Train Accuracy: 0.944, Validation Accuracy: 0.934, Loss: 0.025 Epoch 23 Batch 111/269 - Train Accuracy: 0.947, Validation Accuracy: 0.939, Loss: 0.028 Epoch 23 Batch 112/269 - Train Accuracy: 0.939, Validation Accuracy: 0.941, Loss: 0.028 Epoch 23 Batch 113/269 - Train Accuracy: 0.944, Validation Accuracy: 0.935, Loss: 0.027 Epoch 23 Batch 114/269 - Train Accuracy: 0.937, Validation Accuracy: 0.933, Loss: 0.027 Epoch 23 Batch 115/269 - Train Accuracy: 0.939, Validation Accuracy: 0.935, Loss: 0.027 Epoch 23 Batch 116/269 - Train Accuracy: 0.945, Validation Accuracy: 0.939, Loss: 0.024 Epoch 23 Batch 117/269 - Train Accuracy: 0.945, Validation Accuracy: 0.938, Loss: 0.025 Epoch 23 Batch 118/269 - Train Accuracy: 0.950, Validation Accuracy: 0.936, Loss: 0.021 Epoch 23 Batch 119/269 - Train Accuracy: 0.944, Validation Accuracy: 0.935, Loss: 0.028 Epoch 23 Batch 120/269 - Train Accuracy: 0.939, Validation Accuracy: 0.938, Loss: 0.026 Epoch 23 Batch 121/269 - Train Accuracy: 0.937, Validation Accuracy: 0.940, Loss: 0.022 Epoch 23 Batch 122/269 - Train Accuracy: 0.939, Validation Accuracy: 0.945, Loss: 0.028 Epoch 23 Batch 123/269 - Train Accuracy: 0.944, Validation Accuracy: 0.946, Loss: 0.027 Epoch 23 Batch 124/269 - Train Accuracy: 0.937, Validation Accuracy: 0.934, Loss: 0.022 Epoch 23 Batch 125/269 - Train Accuracy: 0.934, Validation Accuracy: 0.927, Loss: 0.024 Epoch 23 Batch 126/269 - Train Accuracy: 0.929, Validation Accuracy: 0.931, Loss: 0.028 Epoch 23 Batch 127/269 - Train Accuracy: 0.935, Validation Accuracy: 0.940, Loss: 0.026 Epoch 23 Batch 128/269 - Train Accuracy: 0.936, Validation Accuracy: 0.940, Loss: 0.027 Epoch 23 Batch 129/269 - Train Accuracy: 0.935, Validation Accuracy: 0.941, Loss: 0.026 Epoch 23 Batch 130/269 - Train Accuracy: 0.938, Validation Accuracy: 0.939, Loss: 0.027 Epoch 23 Batch 131/269 - Train Accuracy: 0.934, Validation Accuracy: 0.939, Loss: 0.027 Epoch 23 Batch 132/269 - Train Accuracy: 0.935, Validation Accuracy: 0.943, Loss: 0.029 Epoch 23 Batch 133/269 - Train Accuracy: 0.940, Validation Accuracy: 0.941, Loss: 0.026 Epoch 23 Batch 134/269 - Train Accuracy: 0.937, Validation Accuracy: 0.942, Loss: 0.028 Epoch 23 Batch 135/269 - Train Accuracy: 0.941, Validation Accuracy: 0.942, Loss: 0.023 Epoch 23 Batch 136/269 - Train Accuracy: 0.934, Validation Accuracy: 0.940, Loss: 0.025 Epoch 23 Batch 137/269 - Train Accuracy: 0.940, Validation Accuracy: 0.941, Loss: 0.026 Epoch 23 Batch 138/269 - Train Accuracy: 0.934, Validation Accuracy: 0.940, Loss: 0.022 Epoch 23 Batch 139/269 - Train Accuracy: 0.948, Validation Accuracy: 0.940, Loss: 0.020 Epoch 23 Batch 140/269 - Train Accuracy: 0.945, Validation Accuracy: 0.938, Loss: 0.026 Epoch 23 Batch 141/269 - Train Accuracy: 0.945, Validation Accuracy: 0.943, Loss: 0.028 Epoch 23 Batch 142/269 - Train Accuracy: 0.937, Validation Accuracy: 0.944, Loss: 0.027 Epoch 23 Batch 143/269 - Train Accuracy: 0.947, Validation Accuracy: 0.946, Loss: 0.022 Epoch 23 Batch 144/269 - Train Accuracy: 0.950, Validation Accuracy: 0.947, Loss: 0.020 Epoch 23 Batch 145/269 - Train Accuracy: 0.948, Validation Accuracy: 0.947, Loss: 0.020 Epoch 23 Batch 146/269 - Train Accuracy: 0.949, Validation Accuracy: 0.942, Loss: 0.022 Epoch 23 Batch 147/269 - Train Accuracy: 0.944, Validation Accuracy: 0.938, Loss: 0.024 Epoch 23 Batch 148/269 - Train Accuracy: 0.942, Validation Accuracy: 0.938, Loss: 0.024 Epoch 23 Batch 149/269 - Train Accuracy: 0.940, Validation Accuracy: 0.940, Loss: 0.028 Epoch 23 Batch 150/269 - Train Accuracy: 0.940, Validation Accuracy: 0.939, Loss: 0.025 Epoch 23 Batch 151/269 - Train Accuracy: 0.950, Validation Accuracy: 0.941, Loss: 0.026 Epoch 23 Batch 152/269 - Train Accuracy: 0.946, Validation Accuracy: 0.938, Loss: 0.023 Epoch 23 Batch 153/269 - Train Accuracy: 0.950, Validation Accuracy: 0.942, Loss: 0.020 Epoch 23 Batch 154/269 - Train Accuracy: 0.950, Validation Accuracy: 0.941, Loss: 0.022 Epoch 23 Batch 155/269 - Train Accuracy: 0.944, Validation Accuracy: 0.943, Loss: 0.024 Epoch 23 Batch 156/269 - Train Accuracy: 0.937, Validation Accuracy: 0.942, Loss: 0.024 Epoch 23 Batch 157/269 - Train Accuracy: 0.940, Validation Accuracy: 0.941, Loss: 0.022 Epoch 23 Batch 158/269 - Train Accuracy: 0.938, Validation Accuracy: 0.943, Loss: 0.023 Epoch 23 Batch 159/269 - Train Accuracy: 0.939, Validation Accuracy: 0.942, Loss: 0.024 Epoch 23 Batch 160/269 - Train Accuracy: 0.950, Validation Accuracy: 0.941, Loss: 0.022 Epoch 23 Batch 161/269 - Train Accuracy: 0.948, Validation Accuracy: 0.939, Loss: 0.022 Epoch 23 Batch 162/269 - Train Accuracy: 0.952, Validation Accuracy: 0.939, Loss: 0.021 Epoch 23 Batch 163/269 - Train Accuracy: 0.950, Validation Accuracy: 0.938, Loss: 0.023 Epoch 23 Batch 164/269 - Train Accuracy: 0.951, Validation Accuracy: 0.937, Loss: 0.025 Epoch 23 Batch 165/269 - Train Accuracy: 0.955, Validation Accuracy: 0.937, Loss: 0.023 Epoch 23 Batch 166/269 - Train Accuracy: 0.954, Validation Accuracy: 0.936, Loss: 0.020 Epoch 23 Batch 167/269 - Train Accuracy: 0.945, Validation Accuracy: 0.936, Loss: 0.027 Epoch 23 Batch 168/269 - Train Accuracy: 0.941, Validation Accuracy: 0.934, Loss: 0.026 Epoch 23 Batch 169/269 - Train Accuracy: 0.939, Validation Accuracy: 0.937, Loss: 0.022 Epoch 23 Batch 170/269 - Train Accuracy: 0.939, Validation Accuracy: 0.933, Loss: 0.024 Epoch 23 Batch 171/269 - Train Accuracy: 0.948, Validation Accuracy: 0.938, Loss: 0.025 Epoch 23 Batch 172/269 - Train Accuracy: 0.949, Validation Accuracy: 0.938, Loss: 0.022 Epoch 23 Batch 173/269 - Train Accuracy: 0.941, Validation Accuracy: 0.937, Loss: 0.022 Epoch 23 Batch 174/269 - Train Accuracy: 0.952, Validation Accuracy: 0.937, Loss: 0.022 Epoch 23 Batch 175/269 - Train Accuracy: 0.932, Validation Accuracy: 0.936, Loss: 0.033 Epoch 23 Batch 176/269 - Train Accuracy: 0.937, Validation Accuracy: 0.933, Loss: 0.028 Epoch 23 Batch 177/269 - Train Accuracy: 0.950, Validation Accuracy: 0.934, Loss: 0.021 Epoch 23 Batch 178/269 - Train Accuracy: 0.951, Validation Accuracy: 0.933, Loss: 0.023 Epoch 23 Batch 179/269 - Train Accuracy: 0.942, Validation Accuracy: 0.940, Loss: 0.026 Epoch 23 Batch 180/269 - Train Accuracy: 0.956, Validation Accuracy: 0.939, Loss: 0.021 Epoch 23 Batch 181/269 - Train Accuracy: 0.949, Validation Accuracy: 0.941, Loss: 0.025 Epoch 23 Batch 182/269 - Train Accuracy: 0.943, Validation Accuracy: 0.937, Loss: 0.022 Epoch 23 Batch 183/269 - Train Accuracy: 0.949, Validation Accuracy: 0.937, Loss: 0.020 Epoch 23 Batch 184/269 - Train Accuracy: 0.931, Validation Accuracy: 0.939, Loss: 0.026 Epoch 23 Batch 185/269 - Train Accuracy: 0.961, Validation Accuracy: 0.939, Loss: 0.022 Epoch 23 Batch 186/269 - Train Accuracy: 0.947, Validation Accuracy: 0.936, Loss: 0.020 Epoch 23 Batch 187/269 - Train Accuracy: 0.943, Validation Accuracy: 0.936, Loss: 0.021 Epoch 23 Batch 188/269 - Train Accuracy: 0.947, Validation Accuracy: 0.936, Loss: 0.024 Epoch 23 Batch 189/269 - Train Accuracy: 0.948, Validation Accuracy: 0.932, Loss: 0.022 Epoch 23 Batch 190/269 - Train Accuracy: 0.938, Validation Accuracy: 0.936, Loss: 0.024 Epoch 23 Batch 191/269 - Train Accuracy: 0.948, Validation Accuracy: 0.936, Loss: 0.023 Epoch 23 Batch 192/269 - Train Accuracy: 0.955, Validation Accuracy: 0.932, Loss: 0.021 Epoch 23 Batch 193/269 - Train Accuracy: 0.949, Validation Accuracy: 0.924, Loss: 0.022 Epoch 23 Batch 194/269 - Train Accuracy: 0.936, Validation Accuracy: 0.926, Loss: 0.025 Epoch 23 Batch 195/269 - Train Accuracy: 0.943, Validation Accuracy: 0.931, Loss: 0.024 Epoch 23 Batch 196/269 - Train Accuracy: 0.935, Validation Accuracy: 0.934, Loss: 0.024 Epoch 23 Batch 197/269 - Train Accuracy: 0.942, Validation Accuracy: 0.933, Loss: 0.022 Epoch 23 Batch 198/269 - Train Accuracy: 0.947, Validation Accuracy: 0.936, Loss: 0.026 Epoch 23 Batch 199/269 - Train Accuracy: 0.943, Validation Accuracy: 0.934, Loss: 0.026 Epoch 23 Batch 200/269 - Train Accuracy: 0.954, Validation Accuracy: 0.936, Loss: 0.027 Epoch 23 Batch 201/269 - Train Accuracy: 0.953, Validation Accuracy: 0.938, Loss: 0.022 Epoch 23 Batch 202/269 - Train Accuracy: 0.949, Validation Accuracy: 0.934, Loss: 0.023 Epoch 23 Batch 203/269 - Train Accuracy: 0.937, Validation Accuracy: 0.938, Loss: 0.029 Epoch 23 Batch 204/269 - Train Accuracy: 0.945, Validation Accuracy: 0.937, Loss: 0.023 Epoch 23 Batch 205/269 - Train Accuracy: 0.953, Validation Accuracy: 0.941, Loss: 0.023 Epoch 23 Batch 206/269 - Train Accuracy: 0.943, Validation Accuracy: 0.945, Loss: 0.029 Epoch 23 Batch 207/269 - Train Accuracy: 0.943, Validation Accuracy: 0.948, Loss: 0.024 Epoch 23 Batch 208/269 - Train Accuracy: 0.944, Validation Accuracy: 0.950, Loss: 0.026 Epoch 23 Batch 209/269 - Train Accuracy: 0.943, Validation Accuracy: 0.949, Loss: 0.023 Epoch 23 Batch 210/269 - Train Accuracy: 0.950, Validation Accuracy: 0.948, Loss: 0.024 Epoch 23 Batch 211/269 - Train Accuracy: 0.948, Validation Accuracy: 0.948, Loss: 0.030 Epoch 23 Batch 212/269 - Train Accuracy: 0.945, Validation Accuracy: 0.950, Loss: 0.027 Epoch 23 Batch 213/269 - Train Accuracy: 0.949, Validation Accuracy: 0.949, Loss: 0.028 Epoch 23 Batch 214/269 - Train Accuracy: 0.950, Validation Accuracy: 0.946, Loss: 0.028 Epoch 23 Batch 215/269 - Train Accuracy: 0.942, Validation Accuracy: 0.945, Loss: 0.026 Epoch 23 Batch 216/269 - Train Accuracy: 0.939, Validation Accuracy: 0.939, Loss: 0.034 Epoch 23 Batch 217/269 - Train Accuracy: 0.925, Validation Accuracy: 0.941, Loss: 0.027 Epoch 23 Batch 218/269 - Train Accuracy: 0.942, Validation Accuracy: 0.939, Loss: 0.028 Epoch 23 Batch 219/269 - Train Accuracy: 0.951, Validation Accuracy: 0.938, Loss: 0.026 Epoch 23 Batch 220/269 - Train Accuracy: 0.942, Validation Accuracy: 0.939, Loss: 0.025 Epoch 23 Batch 221/269 - Train Accuracy: 0.950, Validation Accuracy: 0.938, Loss: 0.022 Epoch 23 Batch 222/269 - Train Accuracy: 0.958, Validation Accuracy: 0.942, Loss: 0.019 Epoch 23 Batch 223/269 - Train Accuracy: 0.948, Validation Accuracy: 0.943, Loss: 0.022 Epoch 23 Batch 224/269 - Train Accuracy: 0.939, Validation Accuracy: 0.947, Loss: 0.028 Epoch 23 Batch 225/269 - Train Accuracy: 0.931, Validation Accuracy: 0.945, Loss: 0.024 Epoch 23 Batch 226/269 - Train Accuracy: 0.947, Validation Accuracy: 0.948, Loss: 0.029 Epoch 23 Batch 227/269 - Train Accuracy: 0.950, Validation Accuracy: 0.940, Loss: 0.025 Epoch 23 Batch 228/269 - Train Accuracy: 0.945, Validation Accuracy: 0.938, Loss: 0.021 Epoch 23 Batch 229/269 - Train Accuracy: 0.946, Validation Accuracy: 0.939, Loss: 0.023 Epoch 23 Batch 230/269 - Train Accuracy: 0.957, Validation Accuracy: 0.939, Loss: 0.023 Epoch 23 Batch 231/269 - Train Accuracy: 0.942, Validation Accuracy: 0.937, Loss: 0.023 Epoch 23 Batch 232/269 - Train Accuracy: 0.940, Validation Accuracy: 0.940, Loss: 0.024 Epoch 23 Batch 233/269 - Train Accuracy: 0.959, Validation Accuracy: 0.940, Loss: 0.026 Epoch 23 Batch 234/269 - Train Accuracy: 0.955, Validation Accuracy: 0.941, Loss: 0.020 Epoch 23 Batch 235/269 - Train Accuracy: 0.959, Validation Accuracy: 0.939, Loss: 0.018 Epoch 23 Batch 236/269 - Train Accuracy: 0.940, Validation Accuracy: 0.939, Loss: 0.023 Epoch 23 Batch 237/269 - Train Accuracy: 0.953, Validation Accuracy: 0.942, Loss: 0.022 Epoch 23 Batch 238/269 - Train Accuracy: 0.951, Validation Accuracy: 0.943, Loss: 0.021 Epoch 23 Batch 239/269 - Train Accuracy: 0.947, Validation Accuracy: 0.942, Loss: 0.021 Epoch 23 Batch 240/269 - Train Accuracy: 0.944, Validation Accuracy: 0.940, Loss: 0.021 Epoch 23 Batch 241/269 - Train Accuracy: 0.933, Validation Accuracy: 0.936, Loss: 0.027 Epoch 23 Batch 242/269 - Train Accuracy: 0.948, Validation Accuracy: 0.941, Loss: 0.024 Epoch 23 Batch 243/269 - Train Accuracy: 0.957, Validation Accuracy: 0.942, Loss: 0.019 Epoch 23 Batch 244/269 - Train Accuracy: 0.935, Validation Accuracy: 0.949, Loss: 0.027 Epoch 23 Batch 245/269 - Train Accuracy: 0.930, Validation Accuracy: 0.948, Loss: 0.023 Epoch 23 Batch 246/269 - Train Accuracy: 0.932, Validation Accuracy: 0.944, Loss: 0.025 Epoch 23 Batch 247/269 - Train Accuracy: 0.949, Validation Accuracy: 0.937, Loss: 0.024 Epoch 23 Batch 248/269 - Train Accuracy: 0.954, Validation Accuracy: 0.934, Loss: 0.021 Epoch 23 Batch 249/269 - Train Accuracy: 0.948, Validation Accuracy: 0.942, Loss: 0.025 Epoch 23 Batch 250/269 - Train Accuracy: 0.946, Validation Accuracy: 0.942, Loss: 0.023 Epoch 23 Batch 251/269 - Train Accuracy: 0.961, Validation Accuracy: 0.936, Loss: 0.020 Epoch 23 Batch 252/269 - Train Accuracy: 0.955, Validation Accuracy: 0.940, Loss: 0.018 Epoch 23 Batch 253/269 - Train Accuracy: 0.940, Validation Accuracy: 0.942, Loss: 0.024 Epoch 23 Batch 254/269 - Train Accuracy: 0.952, Validation Accuracy: 0.939, Loss: 0.023 Epoch 23 Batch 255/269 - Train Accuracy: 0.951, Validation Accuracy: 0.942, Loss: 0.019 Epoch 23 Batch 256/269 - Train Accuracy: 0.946, Validation Accuracy: 0.940, Loss: 0.021 Epoch 23 Batch 257/269 - Train Accuracy: 0.927, Validation Accuracy: 0.937, Loss: 0.027 Epoch 23 Batch 258/269 - Train Accuracy: 0.945, Validation Accuracy: 0.935, Loss: 0.024 Epoch 23 Batch 259/269 - Train Accuracy: 0.953, Validation Accuracy: 0.930, Loss: 0.025 Epoch 23 Batch 260/269 - Train Accuracy: 0.941, Validation Accuracy: 0.933, Loss: 0.025 Epoch 23 Batch 261/269 - Train Accuracy: 0.947, Validation Accuracy: 0.933, Loss: 0.021 Epoch 23 Batch 262/269 - Train Accuracy: 0.940, Validation Accuracy: 0.933, Loss: 0.023 Epoch 23 Batch 263/269 - Train Accuracy: 0.946, Validation Accuracy: 0.933, Loss: 0.024 Epoch 23 Batch 264/269 - Train Accuracy: 0.939, Validation Accuracy: 0.938, Loss: 0.026 Epoch 23 Batch 265/269 - Train Accuracy: 0.949, Validation Accuracy: 0.935, Loss: 0.025 Epoch 23 Batch 266/269 - Train Accuracy: 0.941, Validation Accuracy: 0.931, Loss: 0.023 Epoch 23 Batch 267/269 - Train Accuracy: 0.944, Validation Accuracy: 0.933, Loss: 0.025 Epoch 24 Batch 0/269 - Train Accuracy: 0.946, Validation Accuracy: 0.934, Loss: 0.028 Epoch 24 Batch 1/269 - Train Accuracy: 0.944, Validation Accuracy: 0.935, Loss: 0.024 Epoch 24 Batch 2/269 - Train Accuracy: 0.936, Validation Accuracy: 0.937, Loss: 0.025 Epoch 24 Batch 3/269 - Train Accuracy: 0.959, Validation Accuracy: 0.937, Loss: 0.022 Epoch 24 Batch 4/269 - Train Accuracy: 0.937, Validation Accuracy: 0.942, Loss: 0.025 Epoch 24 Batch 5/269 - Train Accuracy: 0.947, Validation Accuracy: 0.935, Loss: 0.022 Epoch 24 Batch 6/269 - Train Accuracy: 0.950, Validation Accuracy: 0.934, Loss: 0.024 Epoch 24 Batch 7/269 - Train Accuracy: 0.939, Validation Accuracy: 0.935, Loss: 0.023 Epoch 24 Batch 8/269 - Train Accuracy: 0.950, Validation Accuracy: 0.930, Loss: 0.026 Epoch 24 Batch 9/269 - Train Accuracy: 0.936, Validation Accuracy: 0.937, Loss: 0.028 Epoch 24 Batch 10/269 - Train Accuracy: 0.949, Validation Accuracy: 0.937, Loss: 0.020 Epoch 24 Batch 11/269 - Train Accuracy: 0.943, Validation Accuracy: 0.935, Loss: 0.024 Epoch 24 Batch 12/269 - Train Accuracy: 0.931, Validation Accuracy: 0.941, Loss: 0.030 Epoch 24 Batch 13/269 - Train Accuracy: 0.945, Validation Accuracy: 0.942, Loss: 0.021 Epoch 24 Batch 14/269 - Train Accuracy: 0.937, Validation Accuracy: 0.941, Loss: 0.021 Epoch 24 Batch 15/269 - Train Accuracy: 0.950, Validation Accuracy: 0.937, Loss: 0.021 Epoch 24 Batch 16/269 - Train Accuracy: 0.938, Validation Accuracy: 0.930, Loss: 0.025 Epoch 24 Batch 17/269 - Train Accuracy: 0.951, Validation Accuracy: 0.931, Loss: 0.022 Epoch 24 Batch 18/269 - Train Accuracy: 0.946, Validation Accuracy: 0.934, Loss: 0.027 Epoch 24 Batch 19/269 - Train Accuracy: 0.955, Validation Accuracy: 0.936, Loss: 0.020 Epoch 24 Batch 20/269 - Train Accuracy: 0.958, Validation Accuracy: 0.941, Loss: 0.024 Epoch 24 Batch 21/269 - Train Accuracy: 0.931, Validation Accuracy: 0.942, Loss: 0.027 Epoch 24 Batch 22/269 - Train Accuracy: 0.945, Validation Accuracy: 0.943, Loss: 0.021 Epoch 24 Batch 23/269 - Train Accuracy: 0.939, Validation Accuracy: 0.939, Loss: 0.026 Epoch 24 Batch 24/269 - Train Accuracy: 0.939, Validation Accuracy: 0.937, Loss: 0.025 Epoch 24 Batch 25/269 - Train Accuracy: 0.945, Validation Accuracy: 0.947, Loss: 0.024 Epoch 24 Batch 26/269 - Train Accuracy: 0.946, Validation Accuracy: 0.948, Loss: 0.023 Epoch 24 Batch 27/269 - Train Accuracy: 0.940, Validation Accuracy: 0.950, Loss: 0.022 Epoch 24 Batch 28/269 - Train Accuracy: 0.934, Validation Accuracy: 0.947, Loss: 0.025 Epoch 24 Batch 29/269 - Train Accuracy: 0.942, Validation Accuracy: 0.945, Loss: 0.023 Epoch 24 Batch 30/269 - Train Accuracy: 0.948, Validation Accuracy: 0.940, Loss: 0.025 Epoch 24 Batch 31/269 - Train Accuracy: 0.943, Validation Accuracy: 0.939, Loss: 0.021 Epoch 24 Batch 32/269 - Train Accuracy: 0.955, Validation Accuracy: 0.937, Loss: 0.017 Epoch 24 Batch 33/269 - Train Accuracy: 0.955, Validation Accuracy: 0.937, Loss: 0.022 Epoch 24 Batch 34/269 - Train Accuracy: 0.949, Validation Accuracy: 0.938, Loss: 0.023 Epoch 24 Batch 35/269 - Train Accuracy: 0.939, Validation Accuracy: 0.936, Loss: 0.030 Epoch 24 Batch 36/269 - Train Accuracy: 0.950, Validation Accuracy: 0.940, Loss: 0.023 Epoch 24 Batch 37/269 - Train Accuracy: 0.957, Validation Accuracy: 0.940, Loss: 0.022 Epoch 24 Batch 38/269 - Train Accuracy: 0.941, Validation Accuracy: 0.940, Loss: 0.023 Epoch 24 Batch 39/269 - Train Accuracy: 0.957, Validation Accuracy: 0.937, Loss: 0.022 Epoch 24 Batch 40/269 - Train Accuracy: 0.942, Validation Accuracy: 0.935, Loss: 0.027 Epoch 24 Batch 41/269 - Train Accuracy: 0.946, Validation Accuracy: 0.936, Loss: 0.023 Epoch 24 Batch 42/269 - Train Accuracy: 0.953, Validation Accuracy: 0.937, Loss: 0.023 Epoch 24 Batch 43/269 - Train Accuracy: 0.940, Validation Accuracy: 0.940, Loss: 0.025 Epoch 24 Batch 44/269 - Train Accuracy: 0.943, Validation Accuracy: 0.934, Loss: 0.026 Epoch 24 Batch 45/269 - Train Accuracy: 0.944, Validation Accuracy: 0.936, Loss: 0.032 Epoch 24 Batch 46/269 - Train Accuracy: 0.945, Validation Accuracy: 0.935, Loss: 0.036 Epoch 24 Batch 47/269 - Train Accuracy: 0.949, Validation Accuracy: 0.927, Loss: 0.023 Epoch 24 Batch 48/269 - Train Accuracy: 0.932, Validation Accuracy: 0.929, Loss: 0.037 Epoch 24 Batch 49/269 - Train Accuracy: 0.945, Validation Accuracy: 0.937, Loss: 0.079 Epoch 24 Batch 50/269 - Train Accuracy: 0.922, Validation Accuracy: 0.933, Loss: 0.035 Epoch 24 Batch 51/269 - Train Accuracy: 0.943, Validation Accuracy: 0.925, Loss: 0.038 Epoch 24 Batch 52/269 - Train Accuracy: 0.934, Validation Accuracy: 0.926, Loss: 0.048 Epoch 24 Batch 53/269 - Train Accuracy: 0.936, Validation Accuracy: 0.918, Loss: 0.039 Epoch 24 Batch 54/269 - Train Accuracy: 0.939, Validation Accuracy: 0.920, Loss: 0.038 Epoch 24 Batch 55/269 - Train Accuracy: 0.935, Validation Accuracy: 0.920, Loss: 0.035 Epoch 24 Batch 56/269 - Train Accuracy: 0.917, Validation Accuracy: 0.917, Loss: 0.044 Epoch 24 Batch 57/269 - Train Accuracy: 0.939, Validation Accuracy: 0.922, Loss: 0.041 Epoch 24 Batch 58/269 - Train Accuracy: 0.937, Validation Accuracy: 0.928, Loss: 0.039 Epoch 24 Batch 59/269 - Train Accuracy: 0.960, Validation Accuracy: 0.936, Loss: 0.028 Epoch 24 Batch 60/269 - Train Accuracy: 0.928, Validation Accuracy: 0.927, Loss: 0.040 Epoch 24 Batch 61/269 - Train Accuracy: 0.929, Validation Accuracy: 0.925, Loss: 0.033 Epoch 24 Batch 62/269 - Train Accuracy: 0.936, Validation Accuracy: 0.931, Loss: 0.038 Epoch 24 Batch 63/269 - Train Accuracy: 0.940, Validation Accuracy: 0.930, Loss: 0.039 Epoch 24 Batch 64/269 - Train Accuracy: 0.937, Validation Accuracy: 0.923, Loss: 0.033 Epoch 24 Batch 65/269 - Train Accuracy: 0.935, Validation Accuracy: 0.921, Loss: 0.036 Epoch 24 Batch 66/269 - Train Accuracy: 0.938, Validation Accuracy: 0.928, Loss: 0.039 Epoch 24 Batch 67/269 - Train Accuracy: 0.928, Validation Accuracy: 0.929, Loss: 0.042 Epoch 24 Batch 68/269 - Train Accuracy: 0.930, Validation Accuracy: 0.926, Loss: 0.038 Epoch 24 Batch 69/269 - Train Accuracy: 0.934, Validation Accuracy: 0.924, Loss: 0.038 Epoch 24 Batch 70/269 - Train Accuracy: 0.945, Validation Accuracy: 0.928, Loss: 0.033 Epoch 24 Batch 71/269 - Train Accuracy: 0.933, Validation Accuracy: 0.929, Loss: 0.040 Epoch 24 Batch 72/269 - Train Accuracy: 0.940, Validation Accuracy: 0.925, Loss: 0.031 Epoch 24 Batch 73/269 - Train Accuracy: 0.939, Validation Accuracy: 0.934, Loss: 0.036 Epoch 24 Batch 74/269 - Train Accuracy: 0.943, Validation Accuracy: 0.938, Loss: 0.030 Epoch 24 Batch 75/269 - Train Accuracy: 0.936, Validation Accuracy: 0.937, Loss: 0.037 Epoch 24 Batch 76/269 - Train Accuracy: 0.940, Validation Accuracy: 0.934, Loss: 0.037 Epoch 24 Batch 77/269 - Train Accuracy: 0.937, Validation Accuracy: 0.930, Loss: 0.033 Epoch 24 Batch 78/269 - Train Accuracy: 0.944, Validation Accuracy: 0.929, Loss: 0.031 Epoch 24 Batch 79/269 - Train Accuracy: 0.927, Validation Accuracy: 0.930, Loss: 0.035 Epoch 24 Batch 80/269 - Train Accuracy: 0.941, Validation Accuracy: 0.921, Loss: 0.030 Epoch 24 Batch 81/269 - Train Accuracy: 0.931, Validation Accuracy: 0.927, Loss: 0.036 Epoch 24 Batch 82/269 - Train Accuracy: 0.944, Validation Accuracy: 0.930, Loss: 0.028 Epoch 24 Batch 83/269 - Train Accuracy: 0.938, Validation Accuracy: 0.931, Loss: 0.033 Epoch 24 Batch 84/269 - Train Accuracy: 0.935, Validation Accuracy: 0.927, Loss: 0.030 Epoch 24 Batch 85/269 - Train Accuracy: 0.928, Validation Accuracy: 0.931, Loss: 0.031 Epoch 24 Batch 86/269 - Train Accuracy: 0.943, Validation Accuracy: 0.933, Loss: 0.030 Epoch 24 Batch 87/269 - Train Accuracy: 0.950, Validation Accuracy: 0.935, Loss: 0.029 Epoch 24 Batch 88/269 - Train Accuracy: 0.938, Validation Accuracy: 0.931, Loss: 0.028 Epoch 24 Batch 89/269 - Train Accuracy: 0.949, Validation Accuracy: 0.934, Loss: 0.030 Epoch 24 Batch 90/269 - Train Accuracy: 0.939, Validation Accuracy: 0.935, Loss: 0.028 Epoch 24 Batch 91/269 - Train Accuracy: 0.953, Validation Accuracy: 0.939, Loss: 0.027 Epoch 24 Batch 92/269 - Train Accuracy: 0.950, Validation Accuracy: 0.939, Loss: 0.025 Epoch 24 Batch 93/269 - Train Accuracy: 0.941, Validation Accuracy: 0.938, Loss: 0.028 Epoch 24 Batch 94/269 - Train Accuracy: 0.936, Validation Accuracy: 0.943, Loss: 0.035 Epoch 24 Batch 95/269 - Train Accuracy: 0.946, Validation Accuracy: 0.943, Loss: 0.029 Epoch 24 Batch 96/269 - Train Accuracy: 0.934, Validation Accuracy: 0.940, Loss: 0.031 Epoch 24 Batch 97/269 - Train Accuracy: 0.938, Validation Accuracy: 0.942, Loss: 0.029 Epoch 24 Batch 98/269 - Train Accuracy: 0.945, Validation Accuracy: 0.937, Loss: 0.030 Epoch 24 Batch 99/269 - Train Accuracy: 0.941, Validation Accuracy: 0.939, Loss: 0.027 Epoch 24 Batch 100/269 - Train Accuracy: 0.946, Validation Accuracy: 0.939, Loss: 0.029 Epoch 24 Batch 101/269 - Train Accuracy: 0.943, Validation Accuracy: 0.936, Loss: 0.030 Epoch 24 Batch 102/269 - Train Accuracy: 0.936, Validation Accuracy: 0.930, Loss: 0.025 Epoch 24 Batch 103/269 - Train Accuracy: 0.944, Validation Accuracy: 0.934, Loss: 0.028 Epoch 24 Batch 104/269 - Train Accuracy: 0.948, Validation Accuracy: 0.936, Loss: 0.026 Epoch 24 Batch 105/269 - Train Accuracy: 0.938, Validation Accuracy: 0.934, Loss: 0.027 Epoch 24 Batch 106/269 - Train Accuracy: 0.953, Validation Accuracy: 0.934, Loss: 0.023 Epoch 24 Batch 107/269 - Train Accuracy: 0.951, Validation Accuracy: 0.938, Loss: 0.026 Epoch 24 Batch 108/269 - Train Accuracy: 0.946, Validation Accuracy: 0.942, Loss: 0.025 Epoch 24 Batch 109/269 - Train Accuracy: 0.931, Validation Accuracy: 0.944, Loss: 0.028 Epoch 24 Batch 110/269 - Train Accuracy: 0.943, Validation Accuracy: 0.942, Loss: 0.026 Epoch 24 Batch 111/269 - Train Accuracy: 0.954, Validation Accuracy: 0.944, Loss: 0.025 Epoch 24 Batch 112/269 - Train Accuracy: 0.941, Validation Accuracy: 0.944, Loss: 0.026 Epoch 24 Batch 113/269 - Train Accuracy: 0.945, Validation Accuracy: 0.944, Loss: 0.028 Epoch 24 Batch 114/269 - Train Accuracy: 0.947, Validation Accuracy: 0.942, Loss: 0.025 Epoch 24 Batch 115/269 - Train Accuracy: 0.944, Validation Accuracy: 0.935, Loss: 0.028 Epoch 24 Batch 116/269 - Train Accuracy: 0.948, Validation Accuracy: 0.941, Loss: 0.027 Epoch 24 Batch 117/269 - Train Accuracy: 0.937, Validation Accuracy: 0.939, Loss: 0.026 Epoch 24 Batch 118/269 - Train Accuracy: 0.952, Validation Accuracy: 0.939, Loss: 0.020 Epoch 24 Batch 119/269 - Train Accuracy: 0.942, Validation Accuracy: 0.944, Loss: 0.026 Epoch 24 Batch 120/269 - Train Accuracy: 0.941, Validation Accuracy: 0.947, Loss: 0.028 Epoch 24 Batch 121/269 - Train Accuracy: 0.942, Validation Accuracy: 0.944, Loss: 0.024 Epoch 24 Batch 122/269 - Train Accuracy: 0.943, Validation Accuracy: 0.938, Loss: 0.027 Epoch 24 Batch 123/269 - Train Accuracy: 0.943, Validation Accuracy: 0.937, Loss: 0.027 Epoch 24 Batch 124/269 - Train Accuracy: 0.951, Validation Accuracy: 0.938, Loss: 0.026 Epoch 24 Batch 125/269 - Train Accuracy: 0.945, Validation Accuracy: 0.938, Loss: 0.021 Epoch 24 Batch 126/269 - Train Accuracy: 0.935, Validation Accuracy: 0.939, Loss: 0.026 Epoch 24 Batch 127/269 - Train Accuracy: 0.948, Validation Accuracy: 0.939, Loss: 0.024 Epoch 24 Batch 128/269 - Train Accuracy: 0.942, Validation Accuracy: 0.939, Loss: 0.034 Epoch 24 Batch 129/269 - Train Accuracy: 0.938, Validation Accuracy: 0.945, Loss: 0.024 Epoch 24 Batch 130/269 - Train Accuracy: 0.946, Validation Accuracy: 0.946, Loss: 0.037 Epoch 24 Batch 131/269 - Train Accuracy: 0.935, Validation Accuracy: 0.940, Loss: 0.028 Epoch 24 Batch 132/269 - Train Accuracy: 0.939, Validation Accuracy: 0.938, Loss: 0.030 Epoch 24 Batch 133/269 - Train Accuracy: 0.942, Validation Accuracy: 0.942, Loss: 0.025 Epoch 24 Batch 134/269 - Train Accuracy: 0.938, Validation Accuracy: 0.944, Loss: 0.027 Epoch 24 Batch 135/269 - Train Accuracy: 0.950, Validation Accuracy: 0.943, Loss: 0.023 Epoch 24 Batch 136/269 - Train Accuracy: 0.938, Validation Accuracy: 0.938, Loss: 0.030 Epoch 24 Batch 137/269 - Train Accuracy: 0.945, Validation Accuracy: 0.937, Loss: 0.026 Epoch 24 Batch 138/269 - Train Accuracy: 0.946, Validation Accuracy: 0.939, Loss: 0.022 Epoch 24 Batch 139/269 - Train Accuracy: 0.957, Validation Accuracy: 0.938, Loss: 0.021 Epoch 24 Batch 140/269 - Train Accuracy: 0.951, Validation Accuracy: 0.938, Loss: 0.024 Epoch 24 Batch 141/269 - Train Accuracy: 0.944, Validation Accuracy: 0.936, Loss: 0.027 Epoch 24 Batch 142/269 - Train Accuracy: 0.935, Validation Accuracy: 0.938, Loss: 0.026 Epoch 24 Batch 143/269 - Train Accuracy: 0.944, Validation Accuracy: 0.941, Loss: 0.024 Epoch 24 Batch 144/269 - Train Accuracy: 0.954, Validation Accuracy: 0.943, Loss: 0.020 Epoch 24 Batch 145/269 - Train Accuracy: 0.957, Validation Accuracy: 0.943, Loss: 0.020 Epoch 24 Batch 146/269 - Train Accuracy: 0.947, Validation Accuracy: 0.949, Loss: 0.023 Epoch 24 Batch 147/269 - Train Accuracy: 0.942, Validation Accuracy: 0.943, Loss: 0.027 Epoch 24 Batch 148/269 - Train Accuracy: 0.951, Validation Accuracy: 0.944, Loss: 0.025 Epoch 24 Batch 149/269 - Train Accuracy: 0.952, Validation Accuracy: 0.943, Loss: 0.026 Epoch 24 Batch 150/269 - Train Accuracy: 0.948, Validation Accuracy: 0.940, Loss: 0.025 Epoch 24 Batch 151/269 - Train Accuracy: 0.951, Validation Accuracy: 0.940, Loss: 0.025 Epoch 24 Batch 152/269 - Train Accuracy: 0.953, Validation Accuracy: 0.940, Loss: 0.026 Epoch 24 Batch 153/269 - Train Accuracy: 0.953, Validation Accuracy: 0.940, Loss: 0.024 Epoch 24 Batch 154/269 - Train Accuracy: 0.939, Validation Accuracy: 0.945, Loss: 0.025 Epoch 24 Batch 155/269 - Train Accuracy: 0.944, Validation Accuracy: 0.946, Loss: 0.025 Epoch 24 Batch 156/269 - Train Accuracy: 0.950, Validation Accuracy: 0.949, Loss: 0.023 Epoch 24 Batch 157/269 - Train Accuracy: 0.953, Validation Accuracy: 0.946, Loss: 0.019 Epoch 24 Batch 158/269 - Train Accuracy: 0.945, Validation Accuracy: 0.943, Loss: 0.024 Epoch 24 Batch 159/269 - Train Accuracy: 0.945, Validation Accuracy: 0.940, Loss: 0.021 Epoch 24 Batch 160/269 - Train Accuracy: 0.948, Validation Accuracy: 0.938, Loss: 0.024 Epoch 24 Batch 161/269 - Train Accuracy: 0.951, Validation Accuracy: 0.941, Loss: 0.023 Epoch 24 Batch 162/269 - Train Accuracy: 0.961, Validation Accuracy: 0.939, Loss: 0.021 Epoch 24 Batch 163/269 - Train Accuracy: 0.956, Validation Accuracy: 0.940, Loss: 0.022 Epoch 24 Batch 164/269 - Train Accuracy: 0.949, Validation Accuracy: 0.943, Loss: 0.023 Epoch 24 Batch 165/269 - Train Accuracy: 0.956, Validation Accuracy: 0.942, Loss: 0.025 Epoch 24 Batch 166/269 - Train Accuracy: 0.949, Validation Accuracy: 0.943, Loss: 0.021 Epoch 24 Batch 167/269 - Train Accuracy: 0.947, Validation Accuracy: 0.942, Loss: 0.024 Epoch 24 Batch 168/269 - Train Accuracy: 0.946, Validation Accuracy: 0.940, Loss: 0.025 Epoch 24 Batch 169/269 - Train Accuracy: 0.945, Validation Accuracy: 0.941, Loss: 0.023 Epoch 24 Batch 170/269 - Train Accuracy: 0.942, Validation Accuracy: 0.943, Loss: 0.023 Epoch 24 Batch 171/269 - Train Accuracy: 0.947, Validation Accuracy: 0.943, Loss: 0.025 Epoch 24 Batch 172/269 - Train Accuracy: 0.950, Validation Accuracy: 0.947, Loss: 0.025 Epoch 24 Batch 173/269 - Train Accuracy: 0.952, Validation Accuracy: 0.946, Loss: 0.021 Epoch 24 Batch 174/269 - Train Accuracy: 0.956, Validation Accuracy: 0.946, Loss: 0.023 Epoch 24 Batch 175/269 - Train Accuracy: 0.936, Validation Accuracy: 0.946, Loss: 0.032 Epoch 24 Batch 176/269 - Train Accuracy: 0.952, Validation Accuracy: 0.945, Loss: 0.024 Epoch 24 Batch 177/269 - Train Accuracy: 0.961, Validation Accuracy: 0.942, Loss: 0.017 Epoch 24 Batch 178/269 - Train Accuracy: 0.955, Validation Accuracy: 0.942, Loss: 0.020 Epoch 24 Batch 179/269 - Train Accuracy: 0.943, Validation Accuracy: 0.942, Loss: 0.025 Epoch 24 Batch 180/269 - Train Accuracy: 0.957, Validation Accuracy: 0.943, Loss: 0.023 Epoch 24 Batch 181/269 - Train Accuracy: 0.945, Validation Accuracy: 0.944, Loss: 0.024 Epoch 24 Batch 182/269 - Train Accuracy: 0.953, Validation Accuracy: 0.945, Loss: 0.022 Epoch 24 Batch 183/269 - Train Accuracy: 0.952, Validation Accuracy: 0.946, Loss: 0.018 Epoch 24 Batch 184/269 - Train Accuracy: 0.948, Validation Accuracy: 0.945, Loss: 0.023 Epoch 24 Batch 185/269 - Train Accuracy: 0.954, Validation Accuracy: 0.940, Loss: 0.023 Epoch 24 Batch 186/269 - Train Accuracy: 0.954, Validation Accuracy: 0.937, Loss: 0.018 Epoch 24 Batch 187/269 - Train Accuracy: 0.948, Validation Accuracy: 0.934, Loss: 0.023 Epoch 24 Batch 188/269 - Train Accuracy: 0.951, Validation Accuracy: 0.935, Loss: 0.023 Epoch 24 Batch 189/269 - Train Accuracy: 0.950, Validation Accuracy: 0.938, Loss: 0.024 Epoch 24 Batch 190/269 - Train Accuracy: 0.944, Validation Accuracy: 0.937, Loss: 0.022 Epoch 24 Batch 191/269 - Train Accuracy: 0.946, Validation Accuracy: 0.935, Loss: 0.022 Epoch 24 Batch 192/269 - Train Accuracy: 0.951, Validation Accuracy: 0.933, Loss: 0.019 Epoch 24 Batch 193/269 - Train Accuracy: 0.954, Validation Accuracy: 0.936, Loss: 0.020 Epoch 24 Batch 194/269 - Train Accuracy: 0.945, Validation Accuracy: 0.940, Loss: 0.024 Epoch 24 Batch 195/269 - Train Accuracy: 0.949, Validation Accuracy: 0.944, Loss: 0.021 Epoch 24 Batch 196/269 - Train Accuracy: 0.944, Validation Accuracy: 0.944, Loss: 0.022 Epoch 24 Batch 197/269 - Train Accuracy: 0.952, Validation Accuracy: 0.948, Loss: 0.022 Epoch 24 Batch 198/269 - Train Accuracy: 0.946, Validation Accuracy: 0.950, Loss: 0.021 Epoch 24 Batch 199/269 - Train Accuracy: 0.953, Validation Accuracy: 0.948, Loss: 0.022 Epoch 24 Batch 200/269 - Train Accuracy: 0.959, Validation Accuracy: 0.943, Loss: 0.024 Epoch 24 Batch 201/269 - Train Accuracy: 0.954, Validation Accuracy: 0.945, Loss: 0.024 Epoch 24 Batch 202/269 - Train Accuracy: 0.952, Validation Accuracy: 0.941, Loss: 0.021 Epoch 24 Batch 203/269 - Train Accuracy: 0.947, Validation Accuracy: 0.942, Loss: 0.024 Epoch 24 Batch 204/269 - Train Accuracy: 0.955, Validation Accuracy: 0.937, Loss: 0.022 Epoch 24 Batch 205/269 - Train Accuracy: 0.956, Validation Accuracy: 0.939, Loss: 0.019 Epoch 24 Batch 206/269 - Train Accuracy: 0.931, Validation Accuracy: 0.932, Loss: 0.023 Epoch 24 Batch 207/269 - Train Accuracy: 0.943, Validation Accuracy: 0.935, Loss: 0.024 Epoch 24 Batch 208/269 - Train Accuracy: 0.948, Validation Accuracy: 0.935, Loss: 0.026 Epoch 24 Batch 209/269 - Train Accuracy: 0.957, Validation Accuracy: 0.941, Loss: 0.021 Epoch 24 Batch 210/269 - Train Accuracy: 0.949, Validation Accuracy: 0.944, Loss: 0.021 Epoch 24 Batch 211/269 - Train Accuracy: 0.946, Validation Accuracy: 0.945, Loss: 0.026 Epoch 24 Batch 212/269 - Train Accuracy: 0.952, Validation Accuracy: 0.950, Loss: 0.026 Epoch 24 Batch 213/269 - Train Accuracy: 0.944, Validation Accuracy: 0.949, Loss: 0.021 Epoch 24 Batch 214/269 - Train Accuracy: 0.947, Validation Accuracy: 0.946, Loss: 0.024 Epoch 24 Batch 215/269 - Train Accuracy: 0.942, Validation Accuracy: 0.941, Loss: 0.024 Epoch 24 Batch 216/269 - Train Accuracy: 0.931, Validation Accuracy: 0.937, Loss: 0.029 Epoch 24 Batch 217/269 - Train Accuracy: 0.940, Validation Accuracy: 0.941, Loss: 0.024 Epoch 24 Batch 218/269 - Train Accuracy: 0.955, Validation Accuracy: 0.940, Loss: 0.022 Epoch 24 Batch 219/269 - Train Accuracy: 0.955, Validation Accuracy: 0.941, Loss: 0.022 Epoch 24 Batch 220/269 - Train Accuracy: 0.949, Validation Accuracy: 0.942, Loss: 0.022 Epoch 24 Batch 221/269 - Train Accuracy: 0.945, Validation Accuracy: 0.939, Loss: 0.023 Epoch 24 Batch 222/269 - Train Accuracy: 0.957, Validation Accuracy: 0.939, Loss: 0.019 Epoch 24 Batch 223/269 - Train Accuracy: 0.941, Validation Accuracy: 0.945, Loss: 0.024 Epoch 24 Batch 224/269 - Train Accuracy: 0.947, Validation Accuracy: 0.946, Loss: 0.027 Epoch 24 Batch 225/269 - Train Accuracy: 0.944, Validation Accuracy: 0.949, Loss: 0.022 Epoch 24 Batch 226/269 - Train Accuracy: 0.960, Validation Accuracy: 0.944, Loss: 0.023 Epoch 24 Batch 227/269 - Train Accuracy: 0.953, Validation Accuracy: 0.945, Loss: 0.024 Epoch 24 Batch 228/269 - Train Accuracy: 0.956, Validation Accuracy: 0.947, Loss: 0.020 Epoch 24 Batch 229/269 - Train Accuracy: 0.950, Validation Accuracy: 0.945, Loss: 0.020 Epoch 24 Batch 230/269 - Train Accuracy: 0.951, Validation Accuracy: 0.943, Loss: 0.023 Epoch 24 Batch 231/269 - Train Accuracy: 0.946, Validation Accuracy: 0.942, Loss: 0.022 Epoch 24 Batch 232/269 - Train Accuracy: 0.948, Validation Accuracy: 0.945, Loss: 0.022 Epoch 24 Batch 233/269 - Train Accuracy: 0.966, Validation Accuracy: 0.943, Loss: 0.021 Epoch 24 Batch 234/269 - Train Accuracy: 0.952, Validation Accuracy: 0.948, Loss: 0.020 Epoch 24 Batch 235/269 - Train Accuracy: 0.962, Validation Accuracy: 0.945, Loss: 0.016 Epoch 24 Batch 236/269 - Train Accuracy: 0.954, Validation Accuracy: 0.951, Loss: 0.020 Epoch 24 Batch 237/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.020 Epoch 24 Batch 238/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.020 Epoch 24 Batch 239/269 - Train Accuracy: 0.955, Validation Accuracy: 0.952, Loss: 0.022 Epoch 24 Batch 240/269 - Train Accuracy: 0.947, Validation Accuracy: 0.948, Loss: 0.020 Epoch 24 Batch 241/269 - Train Accuracy: 0.938, Validation Accuracy: 0.947, Loss: 0.023 Epoch 24 Batch 242/269 - Train Accuracy: 0.945, Validation Accuracy: 0.948, Loss: 0.020 Epoch 24 Batch 243/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.018 Epoch 24 Batch 244/269 - Train Accuracy: 0.939, Validation Accuracy: 0.953, Loss: 0.021 Epoch 24 Batch 245/269 - Train Accuracy: 0.937, Validation Accuracy: 0.949, Loss: 0.022 Epoch 24 Batch 246/269 - Train Accuracy: 0.946, Validation Accuracy: 0.950, Loss: 0.022 Epoch 24 Batch 247/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.021 Epoch 24 Batch 248/269 - Train Accuracy: 0.958, Validation Accuracy: 0.946, Loss: 0.019 Epoch 24 Batch 249/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.018 Epoch 24 Batch 250/269 - Train Accuracy: 0.953, Validation Accuracy: 0.948, Loss: 0.020 Epoch 24 Batch 251/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.020 Epoch 24 Batch 252/269 - Train Accuracy: 0.948, Validation Accuracy: 0.944, Loss: 0.019 Epoch 24 Batch 253/269 - Train Accuracy: 0.950, Validation Accuracy: 0.945, Loss: 0.020 Epoch 24 Batch 254/269 - Train Accuracy: 0.951, Validation Accuracy: 0.945, Loss: 0.020 Epoch 24 Batch 255/269 - Train Accuracy: 0.955, Validation Accuracy: 0.945, Loss: 0.025 Epoch 24 Batch 256/269 - Train Accuracy: 0.943, Validation Accuracy: 0.943, Loss: 0.021 Epoch 24 Batch 257/269 - Train Accuracy: 0.952, Validation Accuracy: 0.943, Loss: 0.023 Epoch 24 Batch 258/269 - Train Accuracy: 0.958, Validation Accuracy: 0.936, Loss: 0.022 Epoch 24 Batch 259/269 - Train Accuracy: 0.955, Validation Accuracy: 0.930, Loss: 0.021 Epoch 24 Batch 260/269 - Train Accuracy: 0.948, Validation Accuracy: 0.934, Loss: 0.024 Epoch 24 Batch 261/269 - Train Accuracy: 0.957, Validation Accuracy: 0.935, Loss: 0.023 Epoch 24 Batch 262/269 - Train Accuracy: 0.947, Validation Accuracy: 0.940, Loss: 0.024 Epoch 24 Batch 263/269 - Train Accuracy: 0.955, Validation Accuracy: 0.945, Loss: 0.021 Epoch 24 Batch 264/269 - Train Accuracy: 0.942, Validation Accuracy: 0.947, Loss: 0.024 Epoch 24 Batch 265/269 - Train Accuracy: 0.960, Validation Accuracy: 0.946, Loss: 0.019 Epoch 24 Batch 266/269 - Train Accuracy: 0.949, Validation Accuracy: 0.944, Loss: 0.017 Epoch 24 Batch 267/269 - Train Accuracy: 0.953, Validation Accuracy: 0.941, Loss: 0.022 Epoch 25 Batch 0/269 - Train Accuracy: 0.948, Validation Accuracy: 0.939, Loss: 0.025 Epoch 25 Batch 1/269 - Train Accuracy: 0.950, Validation Accuracy: 0.945, Loss: 0.022 Epoch 25 Batch 2/269 - Train Accuracy: 0.945, Validation Accuracy: 0.946, Loss: 0.025 Epoch 25 Batch 3/269 - Train Accuracy: 0.958, Validation Accuracy: 0.947, Loss: 0.021 Epoch 25 Batch 4/269 - Train Accuracy: 0.947, Validation Accuracy: 0.951, Loss: 0.023 Epoch 25 Batch 5/269 - Train Accuracy: 0.947, Validation Accuracy: 0.948, Loss: 0.020 Epoch 25 Batch 6/269 - Train Accuracy: 0.947, Validation Accuracy: 0.945, Loss: 0.021 Epoch 25 Batch 7/269 - Train Accuracy: 0.950, Validation Accuracy: 0.946, Loss: 0.021 Epoch 25 Batch 8/269 - Train Accuracy: 0.956, Validation Accuracy: 0.946, Loss: 0.023 Epoch 25 Batch 9/269 - Train Accuracy: 0.947, Validation Accuracy: 0.944, Loss: 0.024 Epoch 25 Batch 10/269 - Train Accuracy: 0.956, Validation Accuracy: 0.945, Loss: 0.019 Epoch 25 Batch 11/269 - Train Accuracy: 0.948, Validation Accuracy: 0.946, Loss: 0.022 Epoch 25 Batch 12/269 - Train Accuracy: 0.941, Validation Accuracy: 0.945, Loss: 0.026 Epoch 25 Batch 13/269 - Train Accuracy: 0.947, Validation Accuracy: 0.942, Loss: 0.021 Epoch 25 Batch 14/269 - Train Accuracy: 0.943, Validation Accuracy: 0.944, Loss: 0.020 Epoch 25 Batch 15/269 - Train Accuracy: 0.958, Validation Accuracy: 0.944, Loss: 0.016 Epoch 25 Batch 16/269 - Train Accuracy: 0.945, Validation Accuracy: 0.941, Loss: 0.023 Epoch 25 Batch 17/269 - Train Accuracy: 0.955, Validation Accuracy: 0.938, Loss: 0.019 Epoch 25 Batch 18/269 - Train Accuracy: 0.951, Validation Accuracy: 0.936, Loss: 0.022 Epoch 25 Batch 19/269 - Train Accuracy: 0.961, Validation Accuracy: 0.943, Loss: 0.016 Epoch 25 Batch 20/269 - Train Accuracy: 0.953, Validation Accuracy: 0.945, Loss: 0.022 Epoch 25 Batch 21/269 - Train Accuracy: 0.940, Validation Accuracy: 0.944, Loss: 0.024 Epoch 25 Batch 22/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.020 Epoch 25 Batch 23/269 - Train Accuracy: 0.941, Validation Accuracy: 0.948, Loss: 0.025 Epoch 25 Batch 24/269 - Train Accuracy: 0.949, Validation Accuracy: 0.949, Loss: 0.019 Epoch 25 Batch 25/269 - Train Accuracy: 0.951, Validation Accuracy: 0.949, Loss: 0.020 Epoch 25 Batch 26/269 - Train Accuracy: 0.955, Validation Accuracy: 0.951, Loss: 0.020 Epoch 25 Batch 27/269 - Train Accuracy: 0.945, Validation Accuracy: 0.951, Loss: 0.021 Epoch 25 Batch 28/269 - Train Accuracy: 0.939, Validation Accuracy: 0.952, Loss: 0.021 Epoch 25 Batch 29/269 - Train Accuracy: 0.951, Validation Accuracy: 0.954, Loss: 0.020 Epoch 25 Batch 30/269 - Train Accuracy: 0.947, Validation Accuracy: 0.954, Loss: 0.021 Epoch 25 Batch 31/269 - Train Accuracy: 0.952, Validation Accuracy: 0.946, Loss: 0.018 Epoch 25 Batch 32/269 - Train Accuracy: 0.962, Validation Accuracy: 0.949, Loss: 0.013 Epoch 25 Batch 33/269 - Train Accuracy: 0.957, Validation Accuracy: 0.950, Loss: 0.017 Epoch 25 Batch 34/269 - Train Accuracy: 0.951, Validation Accuracy: 0.949, Loss: 0.021 Epoch 25 Batch 35/269 - Train Accuracy: 0.946, Validation Accuracy: 0.945, Loss: 0.025 Epoch 25 Batch 36/269 - Train Accuracy: 0.945, Validation Accuracy: 0.945, Loss: 0.020 Epoch 25 Batch 37/269 - Train Accuracy: 0.959, Validation Accuracy: 0.948, Loss: 0.021 Epoch 25 Batch 38/269 - Train Accuracy: 0.944, Validation Accuracy: 0.946, Loss: 0.021 Epoch 25 Batch 39/269 - Train Accuracy: 0.966, Validation Accuracy: 0.943, Loss: 0.016 Epoch 25 Batch 40/269 - Train Accuracy: 0.947, Validation Accuracy: 0.944, Loss: 0.022 Epoch 25 Batch 41/269 - Train Accuracy: 0.948, Validation Accuracy: 0.946, Loss: 0.022 Epoch 25 Batch 42/269 - Train Accuracy: 0.962, Validation Accuracy: 0.947, Loss: 0.020 Epoch 25 Batch 43/269 - Train Accuracy: 0.949, Validation Accuracy: 0.952, Loss: 0.021 Epoch 25 Batch 44/269 - Train Accuracy: 0.949, Validation Accuracy: 0.949, Loss: 0.025 Epoch 25 Batch 45/269 - Train Accuracy: 0.952, Validation Accuracy: 0.951, Loss: 0.024 Epoch 25 Batch 46/269 - Train Accuracy: 0.949, Validation Accuracy: 0.953, Loss: 0.020 Epoch 25 Batch 47/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.015 Epoch 25 Batch 48/269 - Train Accuracy: 0.952, Validation Accuracy: 0.955, Loss: 0.018 Epoch 25 Batch 49/269 - Train Accuracy: 0.952, Validation Accuracy: 0.956, Loss: 0.020 Epoch 25 Batch 50/269 - Train Accuracy: 0.937, Validation Accuracy: 0.956, Loss: 0.026 Epoch 25 Batch 51/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.022 Epoch 25 Batch 52/269 - Train Accuracy: 0.947, Validation Accuracy: 0.952, Loss: 0.018 Epoch 25 Batch 53/269 - Train Accuracy: 0.948, Validation Accuracy: 0.952, Loss: 0.024 Epoch 25 Batch 54/269 - Train Accuracy: 0.954, Validation Accuracy: 0.952, Loss: 0.021 Epoch 25 Batch 55/269 - Train Accuracy: 0.947, Validation Accuracy: 0.949, Loss: 0.020 Epoch 25 Batch 56/269 - Train Accuracy: 0.938, Validation Accuracy: 0.953, Loss: 0.022 Epoch 25 Batch 57/269 - Train Accuracy: 0.959, Validation Accuracy: 0.950, Loss: 0.021 Epoch 25 Batch 58/269 - Train Accuracy: 0.951, Validation Accuracy: 0.947, Loss: 0.022 Epoch 25 Batch 59/269 - Train Accuracy: 0.964, Validation Accuracy: 0.949, Loss: 0.017 Epoch 25 Batch 60/269 - Train Accuracy: 0.954, Validation Accuracy: 0.945, Loss: 0.022 Epoch 25 Batch 61/269 - Train Accuracy: 0.945, Validation Accuracy: 0.945, Loss: 0.020 Epoch 25 Batch 62/269 - Train Accuracy: 0.954, Validation Accuracy: 0.946, Loss: 0.020 Epoch 25 Batch 63/269 - Train Accuracy: 0.950, Validation Accuracy: 0.948, Loss: 0.021 Epoch 25 Batch 64/269 - Train Accuracy: 0.957, Validation Accuracy: 0.943, Loss: 0.018 Epoch 25 Batch 65/269 - Train Accuracy: 0.959, Validation Accuracy: 0.941, Loss: 0.018 Epoch 25 Batch 66/269 - Train Accuracy: 0.951, Validation Accuracy: 0.940, Loss: 0.020 Epoch 25 Batch 67/269 - Train Accuracy: 0.945, Validation Accuracy: 0.939, Loss: 0.022 Epoch 25 Batch 68/269 - Train Accuracy: 0.937, Validation Accuracy: 0.935, Loss: 0.025 Epoch 25 Batch 69/269 - Train Accuracy: 0.947, Validation Accuracy: 0.938, Loss: 0.022 Epoch 25 Batch 70/269 - Train Accuracy: 0.956, Validation Accuracy: 0.942, Loss: 0.021 Epoch 25 Batch 71/269 - Train Accuracy: 0.960, Validation Accuracy: 0.943, Loss: 0.023 Epoch 25 Batch 72/269 - Train Accuracy: 0.953, Validation Accuracy: 0.940, Loss: 0.021 Epoch 25 Batch 73/269 - Train Accuracy: 0.949, Validation Accuracy: 0.938, Loss: 0.021 Epoch 25 Batch 74/269 - Train Accuracy: 0.957, Validation Accuracy: 0.945, Loss: 0.020 Epoch 25 Batch 75/269 - Train Accuracy: 0.948, Validation Accuracy: 0.943, Loss: 0.022 Epoch 25 Batch 76/269 - Train Accuracy: 0.945, Validation Accuracy: 0.945, Loss: 0.020 Epoch 25 Batch 77/269 - Train Accuracy: 0.953, Validation Accuracy: 0.948, Loss: 0.021 Epoch 25 Batch 78/269 - Train Accuracy: 0.948, Validation Accuracy: 0.942, Loss: 0.021 Epoch 25 Batch 79/269 - Train Accuracy: 0.941, Validation Accuracy: 0.937, Loss: 0.022 Epoch 25 Batch 80/269 - Train Accuracy: 0.959, Validation Accuracy: 0.941, Loss: 0.018 Epoch 25 Batch 81/269 - Train Accuracy: 0.950, Validation Accuracy: 0.941, Loss: 0.023 Epoch 25 Batch 82/269 - Train Accuracy: 0.957, Validation Accuracy: 0.941, Loss: 0.016 Epoch 25 Batch 83/269 - Train Accuracy: 0.951, Validation Accuracy: 0.942, Loss: 0.024 Epoch 25 Batch 84/269 - Train Accuracy: 0.954, Validation Accuracy: 0.937, Loss: 0.019 Epoch 25 Batch 85/269 - Train Accuracy: 0.945, Validation Accuracy: 0.935, Loss: 0.021 Epoch 25 Batch 86/269 - Train Accuracy: 0.959, Validation Accuracy: 0.936, Loss: 0.019 Epoch 25 Batch 87/269 - Train Accuracy: 0.959, Validation Accuracy: 0.937, Loss: 0.019 Epoch 25 Batch 88/269 - Train Accuracy: 0.947, Validation Accuracy: 0.941, Loss: 0.019 Epoch 25 Batch 89/269 - Train Accuracy: 0.963, Validation Accuracy: 0.939, Loss: 0.020 Epoch 25 Batch 90/269 - Train Accuracy: 0.950, Validation Accuracy: 0.938, Loss: 0.020 Epoch 25 Batch 91/269 - Train Accuracy: 0.957, Validation Accuracy: 0.937, Loss: 0.019 Epoch 25 Batch 92/269 - Train Accuracy: 0.957, Validation Accuracy: 0.941, Loss: 0.018 Epoch 25 Batch 93/269 - Train Accuracy: 0.952, Validation Accuracy: 0.945, Loss: 0.018 Epoch 25 Batch 94/269 - Train Accuracy: 0.950, Validation Accuracy: 0.949, Loss: 0.025 Epoch 25 Batch 95/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.019 Epoch 25 Batch 96/269 - Train Accuracy: 0.945, Validation Accuracy: 0.949, Loss: 0.024 Epoch 25 Batch 97/269 - Train Accuracy: 0.952, Validation Accuracy: 0.946, Loss: 0.021 Epoch 25 Batch 98/269 - Train Accuracy: 0.958, Validation Accuracy: 0.944, Loss: 0.023 Epoch 25 Batch 99/269 - Train Accuracy: 0.951, Validation Accuracy: 0.941, Loss: 0.019 Epoch 25 Batch 100/269 - Train Accuracy: 0.948, Validation Accuracy: 0.946, Loss: 0.023 Epoch 25 Batch 101/269 - Train Accuracy: 0.948, Validation Accuracy: 0.942, Loss: 0.024 Epoch 25 Batch 102/269 - Train Accuracy: 0.947, Validation Accuracy: 0.946, Loss: 0.025 Epoch 25 Batch 103/269 - Train Accuracy: 0.952, Validation Accuracy: 0.947, Loss: 0.023 Epoch 25 Batch 104/269 - Train Accuracy: 0.951, Validation Accuracy: 0.939, Loss: 0.021 Epoch 25 Batch 105/269 - Train Accuracy: 0.952, Validation Accuracy: 0.936, Loss: 0.022 Epoch 25 Batch 106/269 - Train Accuracy: 0.957, Validation Accuracy: 0.937, Loss: 0.019 Epoch 25 Batch 107/269 - Train Accuracy: 0.955, Validation Accuracy: 0.940, Loss: 0.021 Epoch 25 Batch 108/269 - Train Accuracy: 0.956, Validation Accuracy: 0.946, Loss: 0.022 Epoch 25 Batch 109/269 - Train Accuracy: 0.944, Validation Accuracy: 0.946, Loss: 0.023 Epoch 25 Batch 110/269 - Train Accuracy: 0.945, Validation Accuracy: 0.942, Loss: 0.022 Epoch 25 Batch 111/269 - Train Accuracy: 0.958, Validation Accuracy: 0.940, Loss: 0.022 Epoch 25 Batch 112/269 - Train Accuracy: 0.948, Validation Accuracy: 0.941, Loss: 0.024 Epoch 25 Batch 113/269 - Train Accuracy: 0.957, Validation Accuracy: 0.939, Loss: 0.025 Epoch 25 Batch 114/269 - Train Accuracy: 0.949, Validation Accuracy: 0.939, Loss: 0.021 Epoch 25 Batch 115/269 - Train Accuracy: 0.954, Validation Accuracy: 0.935, Loss: 0.021 Epoch 25 Batch 116/269 - Train Accuracy: 0.953, Validation Accuracy: 0.932, Loss: 0.019 Epoch 25 Batch 117/269 - Train Accuracy: 0.946, Validation Accuracy: 0.935, Loss: 0.023 Epoch 25 Batch 118/269 - Train Accuracy: 0.956, Validation Accuracy: 0.936, Loss: 0.017 Epoch 25 Batch 119/269 - Train Accuracy: 0.940, Validation Accuracy: 0.937, Loss: 0.025 Epoch 25 Batch 120/269 - Train Accuracy: 0.955, Validation Accuracy: 0.938, Loss: 0.021 Epoch 25 Batch 121/269 - Train Accuracy: 0.953, Validation Accuracy: 0.943, Loss: 0.018 Epoch 25 Batch 122/269 - Train Accuracy: 0.948, Validation Accuracy: 0.941, Loss: 0.023 Epoch 25 Batch 123/269 - Train Accuracy: 0.950, Validation Accuracy: 0.942, Loss: 0.022 Epoch 25 Batch 124/269 - Train Accuracy: 0.960, Validation Accuracy: 0.939, Loss: 0.019 Epoch 25 Batch 125/269 - Train Accuracy: 0.949, Validation Accuracy: 0.940, Loss: 0.021 Epoch 25 Batch 126/269 - Train Accuracy: 0.933, Validation Accuracy: 0.941, Loss: 0.023 Epoch 25 Batch 127/269 - Train Accuracy: 0.947, Validation Accuracy: 0.940, Loss: 0.022 Epoch 25 Batch 128/269 - Train Accuracy: 0.955, Validation Accuracy: 0.937, Loss: 0.024 Epoch 25 Batch 129/269 - Train Accuracy: 0.940, Validation Accuracy: 0.938, Loss: 0.023 Epoch 25 Batch 130/269 - Train Accuracy: 0.954, Validation Accuracy: 0.946, Loss: 0.025 Epoch 25 Batch 131/269 - Train Accuracy: 0.941, Validation Accuracy: 0.946, Loss: 0.024 Epoch 25 Batch 132/269 - Train Accuracy: 0.943, Validation Accuracy: 0.945, Loss: 0.026 Epoch 25 Batch 133/269 - Train Accuracy: 0.950, Validation Accuracy: 0.948, Loss: 0.020 Epoch 25 Batch 134/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.023 Epoch 25 Batch 135/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.017 Epoch 25 Batch 136/269 - Train Accuracy: 0.945, Validation Accuracy: 0.952, Loss: 0.023 Epoch 25 Batch 137/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.020 Epoch 25 Batch 138/269 - Train Accuracy: 0.951, Validation Accuracy: 0.951, Loss: 0.023 Epoch 25 Batch 139/269 - Train Accuracy: 0.953, Validation Accuracy: 0.946, Loss: 0.018 Epoch 25 Batch 140/269 - Train Accuracy: 0.954, Validation Accuracy: 0.944, Loss: 0.020 Epoch 25 Batch 141/269 - Train Accuracy: 0.951, Validation Accuracy: 0.949, Loss: 0.025 Epoch 25 Batch 142/269 - Train Accuracy: 0.946, Validation Accuracy: 0.952, Loss: 0.022 Epoch 25 Batch 143/269 - Train Accuracy: 0.949, Validation Accuracy: 0.954, Loss: 0.026 Epoch 25 Batch 144/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.019 Epoch 25 Batch 145/269 - Train Accuracy: 0.965, Validation Accuracy: 0.949, Loss: 0.020 Epoch 25 Batch 146/269 - Train Accuracy: 0.951, Validation Accuracy: 0.947, Loss: 0.023 Epoch 25 Batch 147/269 - Train Accuracy: 0.955, Validation Accuracy: 0.948, Loss: 0.023 Epoch 25 Batch 148/269 - Train Accuracy: 0.953, Validation Accuracy: 0.953, Loss: 0.025 Epoch 25 Batch 149/269 - Train Accuracy: 0.945, Validation Accuracy: 0.950, Loss: 0.025 Epoch 25 Batch 150/269 - Train Accuracy: 0.943, Validation Accuracy: 0.952, Loss: 0.025 Epoch 25 Batch 151/269 - Train Accuracy: 0.962, Validation Accuracy: 0.945, Loss: 0.023 Epoch 25 Batch 152/269 - Train Accuracy: 0.955, Validation Accuracy: 0.945, Loss: 0.023 Epoch 25 Batch 153/269 - Train Accuracy: 0.956, Validation Accuracy: 0.947, Loss: 0.020 Epoch 25 Batch 154/269 - Train Accuracy: 0.958, Validation Accuracy: 0.949, Loss: 0.024 Epoch 25 Batch 155/269 - Train Accuracy: 0.948, Validation Accuracy: 0.951, Loss: 0.024 Epoch 25 Batch 156/269 - Train Accuracy: 0.952, Validation Accuracy: 0.954, Loss: 0.026 Epoch 25 Batch 157/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.019 Epoch 25 Batch 158/269 - Train Accuracy: 0.947, Validation Accuracy: 0.949, Loss: 0.020 Epoch 25 Batch 159/269 - Train Accuracy: 0.946, Validation Accuracy: 0.946, Loss: 0.022 Epoch 25 Batch 160/269 - Train Accuracy: 0.955, Validation Accuracy: 0.944, Loss: 0.021 Epoch 25 Batch 161/269 - Train Accuracy: 0.959, Validation Accuracy: 0.944, Loss: 0.020 Epoch 25 Batch 162/269 - Train Accuracy: 0.961, Validation Accuracy: 0.946, Loss: 0.018 Epoch 25 Batch 163/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.020 Epoch 25 Batch 164/269 - Train Accuracy: 0.958, Validation Accuracy: 0.942, Loss: 0.021 Epoch 25 Batch 165/269 - Train Accuracy: 0.957, Validation Accuracy: 0.945, Loss: 0.020 Epoch 25 Batch 166/269 - Train Accuracy: 0.952, Validation Accuracy: 0.945, Loss: 0.021 Epoch 25 Batch 167/269 - Train Accuracy: 0.955, Validation Accuracy: 0.943, Loss: 0.022 Epoch 25 Batch 168/269 - Train Accuracy: 0.952, Validation Accuracy: 0.942, Loss: 0.021 Epoch 25 Batch 169/269 - Train Accuracy: 0.953, Validation Accuracy: 0.943, Loss: 0.018 Epoch 25 Batch 170/269 - Train Accuracy: 0.951, Validation Accuracy: 0.942, Loss: 0.023 Epoch 25 Batch 171/269 - Train Accuracy: 0.953, Validation Accuracy: 0.942, Loss: 0.026 Epoch 25 Batch 172/269 - Train Accuracy: 0.958, Validation Accuracy: 0.942, Loss: 0.020 Epoch 25 Batch 173/269 - Train Accuracy: 0.951, Validation Accuracy: 0.944, Loss: 0.019 Epoch 25 Batch 174/269 - Train Accuracy: 0.957, Validation Accuracy: 0.945, Loss: 0.021 Epoch 25 Batch 175/269 - Train Accuracy: 0.938, Validation Accuracy: 0.946, Loss: 0.032 Epoch 25 Batch 176/269 - Train Accuracy: 0.950, Validation Accuracy: 0.946, Loss: 0.023 Epoch 25 Batch 177/269 - Train Accuracy: 0.960, Validation Accuracy: 0.944, Loss: 0.017 Epoch 25 Batch 178/269 - Train Accuracy: 0.955, Validation Accuracy: 0.945, Loss: 0.020 Epoch 25 Batch 179/269 - Train Accuracy: 0.956, Validation Accuracy: 0.944, Loss: 0.019 Epoch 25 Batch 180/269 - Train Accuracy: 0.961, Validation Accuracy: 0.945, Loss: 0.017 Epoch 25 Batch 181/269 - Train Accuracy: 0.952, Validation Accuracy: 0.942, Loss: 0.024 Epoch 25 Batch 182/269 - Train Accuracy: 0.961, Validation Accuracy: 0.950, Loss: 0.017 Epoch 25 Batch 183/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.017 Epoch 25 Batch 184/269 - Train Accuracy: 0.953, Validation Accuracy: 0.948, Loss: 0.020 Epoch 25 Batch 185/269 - Train Accuracy: 0.962, Validation Accuracy: 0.944, Loss: 0.020 Epoch 25 Batch 186/269 - Train Accuracy: 0.954, Validation Accuracy: 0.945, Loss: 0.018 Epoch 25 Batch 187/269 - Train Accuracy: 0.951, Validation Accuracy: 0.947, Loss: 0.018 Epoch 25 Batch 188/269 - Train Accuracy: 0.956, Validation Accuracy: 0.945, Loss: 0.020 Epoch 25 Batch 189/269 - Train Accuracy: 0.959, Validation Accuracy: 0.947, Loss: 0.019 Epoch 25 Batch 190/269 - Train Accuracy: 0.945, Validation Accuracy: 0.948, Loss: 0.021 Epoch 25 Batch 191/269 - Train Accuracy: 0.948, Validation Accuracy: 0.949, Loss: 0.021 Epoch 25 Batch 192/269 - Train Accuracy: 0.963, Validation Accuracy: 0.950, Loss: 0.020 Epoch 25 Batch 193/269 - Train Accuracy: 0.954, Validation Accuracy: 0.944, Loss: 0.017 Epoch 25 Batch 194/269 - Train Accuracy: 0.950, Validation Accuracy: 0.948, Loss: 0.019 Epoch 25 Batch 195/269 - Train Accuracy: 0.952, Validation Accuracy: 0.949, Loss: 0.021 Epoch 25 Batch 196/269 - Train Accuracy: 0.950, Validation Accuracy: 0.948, Loss: 0.019 Epoch 25 Batch 197/269 - Train Accuracy: 0.953, Validation Accuracy: 0.944, Loss: 0.023 Epoch 25 Batch 198/269 - Train Accuracy: 0.952, Validation Accuracy: 0.945, Loss: 0.020 Epoch 25 Batch 199/269 - Train Accuracy: 0.959, Validation Accuracy: 0.942, Loss: 0.021 Epoch 25 Batch 200/269 - Train Accuracy: 0.971, Validation Accuracy: 0.939, Loss: 0.017 Epoch 25 Batch 201/269 - Train Accuracy: 0.958, Validation Accuracy: 0.941, Loss: 0.020 Epoch 25 Batch 202/269 - Train Accuracy: 0.955, Validation Accuracy: 0.938, Loss: 0.019 Epoch 25 Batch 203/269 - Train Accuracy: 0.954, Validation Accuracy: 0.941, Loss: 0.024 Epoch 25 Batch 204/269 - Train Accuracy: 0.955, Validation Accuracy: 0.939, Loss: 0.021 Epoch 25 Batch 205/269 - Train Accuracy: 0.954, Validation Accuracy: 0.943, Loss: 0.019 Epoch 25 Batch 206/269 - Train Accuracy: 0.947, Validation Accuracy: 0.941, Loss: 0.023 Epoch 25 Batch 207/269 - Train Accuracy: 0.951, Validation Accuracy: 0.942, Loss: 0.021 Epoch 25 Batch 208/269 - Train Accuracy: 0.958, Validation Accuracy: 0.941, Loss: 0.022 Epoch 25 Batch 209/269 - Train Accuracy: 0.954, Validation Accuracy: 0.944, Loss: 0.020 Epoch 25 Batch 210/269 - Train Accuracy: 0.959, Validation Accuracy: 0.944, Loss: 0.020 Epoch 25 Batch 211/269 - Train Accuracy: 0.956, Validation Accuracy: 0.943, Loss: 0.027 Epoch 25 Batch 212/269 - Train Accuracy: 0.950, Validation Accuracy: 0.946, Loss: 0.024 Epoch 25 Batch 213/269 - Train Accuracy: 0.953, Validation Accuracy: 0.945, Loss: 0.020 Epoch 25 Batch 214/269 - Train Accuracy: 0.949, Validation Accuracy: 0.937, Loss: 0.020 Epoch 25 Batch 215/269 - Train Accuracy: 0.955, Validation Accuracy: 0.938, Loss: 0.024 Epoch 25 Batch 216/269 - Train Accuracy: 0.948, Validation Accuracy: 0.942, Loss: 0.029 Epoch 25 Batch 217/269 - Train Accuracy: 0.946, Validation Accuracy: 0.942, Loss: 0.023 Epoch 25 Batch 218/269 - Train Accuracy: 0.959, Validation Accuracy: 0.942, Loss: 0.019 Epoch 25 Batch 219/269 - Train Accuracy: 0.961, Validation Accuracy: 0.944, Loss: 0.021 Epoch 25 Batch 220/269 - Train Accuracy: 0.950, Validation Accuracy: 0.946, Loss: 0.020 Epoch 25 Batch 221/269 - Train Accuracy: 0.953, Validation Accuracy: 0.949, Loss: 0.022 Epoch 25 Batch 222/269 - Train Accuracy: 0.963, Validation Accuracy: 0.947, Loss: 0.017 Epoch 25 Batch 223/269 - Train Accuracy: 0.951, Validation Accuracy: 0.948, Loss: 0.020 Epoch 25 Batch 224/269 - Train Accuracy: 0.953, Validation Accuracy: 0.952, Loss: 0.027 Epoch 25 Batch 225/269 - Train Accuracy: 0.948, Validation Accuracy: 0.952, Loss: 0.020 Epoch 25 Batch 226/269 - Train Accuracy: 0.951, Validation Accuracy: 0.953, Loss: 0.020 Epoch 25 Batch 227/269 - Train Accuracy: 0.955, Validation Accuracy: 0.953, Loss: 0.022 Epoch 25 Batch 228/269 - Train Accuracy: 0.956, Validation Accuracy: 0.955, Loss: 0.018 Epoch 25 Batch 229/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.020 Epoch 25 Batch 230/269 - Train Accuracy: 0.957, Validation Accuracy: 0.948, Loss: 0.018 Epoch 25 Batch 231/269 - Train Accuracy: 0.955, Validation Accuracy: 0.944, Loss: 0.020 Epoch 25 Batch 232/269 - Train Accuracy: 0.948, Validation Accuracy: 0.942, Loss: 0.020 Epoch 25 Batch 233/269 - Train Accuracy: 0.964, Validation Accuracy: 0.943, Loss: 0.019 Epoch 25 Batch 234/269 - Train Accuracy: 0.962, Validation Accuracy: 0.940, Loss: 0.017 Epoch 25 Batch 235/269 - Train Accuracy: 0.966, Validation Accuracy: 0.940, Loss: 0.017 Epoch 25 Batch 236/269 - Train Accuracy: 0.945, Validation Accuracy: 0.944, Loss: 0.016 Epoch 25 Batch 237/269 - Train Accuracy: 0.964, Validation Accuracy: 0.944, Loss: 0.017 Epoch 25 Batch 238/269 - Train Accuracy: 0.960, Validation Accuracy: 0.942, Loss: 0.019 Epoch 25 Batch 239/269 - Train Accuracy: 0.956, Validation Accuracy: 0.948, Loss: 0.020 Epoch 25 Batch 240/269 - Train Accuracy: 0.959, Validation Accuracy: 0.947, Loss: 0.018 Epoch 25 Batch 241/269 - Train Accuracy: 0.944, Validation Accuracy: 0.948, Loss: 0.021 Epoch 25 Batch 242/269 - Train Accuracy: 0.953, Validation Accuracy: 0.943, Loss: 0.018 Epoch 25 Batch 243/269 - Train Accuracy: 0.966, Validation Accuracy: 0.943, Loss: 0.015 Epoch 25 Batch 244/269 - Train Accuracy: 0.943, Validation Accuracy: 0.945, Loss: 0.021 Epoch 25 Batch 245/269 - Train Accuracy: 0.954, Validation Accuracy: 0.948, Loss: 0.018 Epoch 25 Batch 246/269 - Train Accuracy: 0.950, Validation Accuracy: 0.947, Loss: 0.021 Epoch 25 Batch 247/269 - Train Accuracy: 0.962, Validation Accuracy: 0.945, Loss: 0.019 Epoch 25 Batch 248/269 - Train Accuracy: 0.961, Validation Accuracy: 0.943, Loss: 0.019 Epoch 25 Batch 249/269 - Train Accuracy: 0.951, Validation Accuracy: 0.946, Loss: 0.018 Epoch 25 Batch 250/269 - Train Accuracy: 0.954, Validation Accuracy: 0.946, Loss: 0.022 Epoch 25 Batch 251/269 - Train Accuracy: 0.964, Validation Accuracy: 0.948, Loss: 0.018 Epoch 25 Batch 252/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.017 Epoch 25 Batch 253/269 - Train Accuracy: 0.951, Validation Accuracy: 0.948, Loss: 0.018 Epoch 25 Batch 254/269 - Train Accuracy: 0.959, Validation Accuracy: 0.947, Loss: 0.021 Epoch 25 Batch 255/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.018 Epoch 25 Batch 256/269 - Train Accuracy: 0.937, Validation Accuracy: 0.949, Loss: 0.021 Epoch 25 Batch 257/269 - Train Accuracy: 0.948, Validation Accuracy: 0.948, Loss: 0.025 Epoch 25 Batch 258/269 - Train Accuracy: 0.955, Validation Accuracy: 0.948, Loss: 0.019 Epoch 25 Batch 259/269 - Train Accuracy: 0.962, Validation Accuracy: 0.946, Loss: 0.018 Epoch 25 Batch 260/269 - Train Accuracy: 0.951, Validation Accuracy: 0.941, Loss: 0.022 Epoch 25 Batch 261/269 - Train Accuracy: 0.959, Validation Accuracy: 0.940, Loss: 0.020 Epoch 25 Batch 262/269 - Train Accuracy: 0.949, Validation Accuracy: 0.940, Loss: 0.021 Epoch 25 Batch 263/269 - Train Accuracy: 0.950, Validation Accuracy: 0.947, Loss: 0.019 Epoch 25 Batch 264/269 - Train Accuracy: 0.946, Validation Accuracy: 0.951, Loss: 0.025 Epoch 25 Batch 265/269 - Train Accuracy: 0.953, Validation Accuracy: 0.945, Loss: 0.018 Epoch 25 Batch 266/269 - Train Accuracy: 0.962, Validation Accuracy: 0.945, Loss: 0.016 Epoch 25 Batch 267/269 - Train Accuracy: 0.962, Validation Accuracy: 0.943, Loss: 0.018 Epoch 26 Batch 0/269 - Train Accuracy: 0.957, Validation Accuracy: 0.944, Loss: 0.024 Epoch 26 Batch 1/269 - Train Accuracy: 0.946, Validation Accuracy: 0.943, Loss: 0.019 Epoch 26 Batch 2/269 - Train Accuracy: 0.948, Validation Accuracy: 0.946, Loss: 0.022 Epoch 26 Batch 3/269 - Train Accuracy: 0.962, Validation Accuracy: 0.943, Loss: 0.018 Epoch 26 Batch 4/269 - Train Accuracy: 0.949, Validation Accuracy: 0.954, Loss: 0.022 Epoch 26 Batch 5/269 - Train Accuracy: 0.956, Validation Accuracy: 0.948, Loss: 0.020 Epoch 26 Batch 6/269 - Train Accuracy: 0.957, Validation Accuracy: 0.945, Loss: 0.018 Epoch 26 Batch 7/269 - Train Accuracy: 0.958, Validation Accuracy: 0.945, Loss: 0.019 Epoch 26 Batch 8/269 - Train Accuracy: 0.959, Validation Accuracy: 0.943, Loss: 0.020 Epoch 26 Batch 9/269 - Train Accuracy: 0.951, Validation Accuracy: 0.942, Loss: 0.024 Epoch 26 Batch 10/269 - Train Accuracy: 0.957, Validation Accuracy: 0.943, Loss: 0.018 Epoch 26 Batch 11/269 - Train Accuracy: 0.955, Validation Accuracy: 0.944, Loss: 0.020 Epoch 26 Batch 12/269 - Train Accuracy: 0.936, Validation Accuracy: 0.944, Loss: 0.024 Epoch 26 Batch 13/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.019 Epoch 26 Batch 14/269 - Train Accuracy: 0.955, Validation Accuracy: 0.948, Loss: 0.017 Epoch 26 Batch 15/269 - Train Accuracy: 0.966, Validation Accuracy: 0.942, Loss: 0.016 Epoch 26 Batch 16/269 - Train Accuracy: 0.952, Validation Accuracy: 0.941, Loss: 0.023 Epoch 26 Batch 17/269 - Train Accuracy: 0.954, Validation Accuracy: 0.945, Loss: 0.019 Epoch 26 Batch 18/269 - Train Accuracy: 0.947, Validation Accuracy: 0.945, Loss: 0.021 Epoch 26 Batch 19/269 - Train Accuracy: 0.967, Validation Accuracy: 0.944, Loss: 0.015 Epoch 26 Batch 20/269 - Train Accuracy: 0.961, Validation Accuracy: 0.947, Loss: 0.017 Epoch 26 Batch 21/269 - Train Accuracy: 0.948, Validation Accuracy: 0.947, Loss: 0.024 Epoch 26 Batch 22/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.017 Epoch 26 Batch 23/269 - Train Accuracy: 0.947, Validation Accuracy: 0.952, Loss: 0.022 Epoch 26 Batch 24/269 - Train Accuracy: 0.952, Validation Accuracy: 0.953, Loss: 0.018 Epoch 26 Batch 25/269 - Train Accuracy: 0.949, Validation Accuracy: 0.951, Loss: 0.019 Epoch 26 Batch 26/269 - Train Accuracy: 0.956, Validation Accuracy: 0.948, Loss: 0.018 Epoch 26 Batch 27/269 - Train Accuracy: 0.950, Validation Accuracy: 0.944, Loss: 0.018 Epoch 26 Batch 28/269 - Train Accuracy: 0.946, Validation Accuracy: 0.944, Loss: 0.020 Epoch 26 Batch 29/269 - Train Accuracy: 0.954, Validation Accuracy: 0.944, Loss: 0.018 Epoch 26 Batch 30/269 - Train Accuracy: 0.949, Validation Accuracy: 0.944, Loss: 0.021 Epoch 26 Batch 31/269 - Train Accuracy: 0.953, Validation Accuracy: 0.947, Loss: 0.017 Epoch 26 Batch 32/269 - Train Accuracy: 0.962, Validation Accuracy: 0.948, Loss: 0.012 Epoch 26 Batch 33/269 - Train Accuracy: 0.959, Validation Accuracy: 0.949, Loss: 0.019 Epoch 26 Batch 34/269 - Train Accuracy: 0.954, Validation Accuracy: 0.947, Loss: 0.017 Epoch 26 Batch 35/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.025 Epoch 26 Batch 36/269 - Train Accuracy: 0.958, Validation Accuracy: 0.949, Loss: 0.018 Epoch 26 Batch 37/269 - Train Accuracy: 0.963, Validation Accuracy: 0.948, Loss: 0.020 Epoch 26 Batch 38/269 - Train Accuracy: 0.953, Validation Accuracy: 0.948, Loss: 0.021 Epoch 26 Batch 39/269 - Train Accuracy: 0.964, Validation Accuracy: 0.947, Loss: 0.017 Epoch 26 Batch 40/269 - Train Accuracy: 0.954, Validation Accuracy: 0.947, Loss: 0.020 Epoch 26 Batch 41/269 - Train Accuracy: 0.948, Validation Accuracy: 0.948, Loss: 0.020 Epoch 26 Batch 42/269 - Train Accuracy: 0.963, Validation Accuracy: 0.944, Loss: 0.018 Epoch 26 Batch 43/269 - Train Accuracy: 0.950, Validation Accuracy: 0.943, Loss: 0.020 Epoch 26 Batch 44/269 - Train Accuracy: 0.962, Validation Accuracy: 0.946, Loss: 0.020 Epoch 26 Batch 45/269 - Train Accuracy: 0.952, Validation Accuracy: 0.949, Loss: 0.021 Epoch 26 Batch 46/269 - Train Accuracy: 0.956, Validation Accuracy: 0.945, Loss: 0.016 Epoch 26 Batch 47/269 - Train Accuracy: 0.962, Validation Accuracy: 0.947, Loss: 0.016 Epoch 26 Batch 48/269 - Train Accuracy: 0.953, Validation Accuracy: 0.950, Loss: 0.019 Epoch 26 Batch 49/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.019 Epoch 26 Batch 50/269 - Train Accuracy: 0.949, Validation Accuracy: 0.952, Loss: 0.023 Epoch 26 Batch 51/269 - Train Accuracy: 0.955, Validation Accuracy: 0.953, Loss: 0.019 Epoch 26 Batch 52/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.019 Epoch 26 Batch 53/269 - Train Accuracy: 0.958, Validation Accuracy: 0.949, Loss: 0.018 Epoch 26 Batch 54/269 - Train Accuracy: 0.965, Validation Accuracy: 0.952, Loss: 0.018 Epoch 26 Batch 55/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.018 Epoch 26 Batch 56/269 - Train Accuracy: 0.943, Validation Accuracy: 0.949, Loss: 0.020 Epoch 26 Batch 57/269 - Train Accuracy: 0.966, Validation Accuracy: 0.948, Loss: 0.018 Epoch 26 Batch 58/269 - Train Accuracy: 0.957, Validation Accuracy: 0.948, Loss: 0.018 Epoch 26 Batch 59/269 - Train Accuracy: 0.969, Validation Accuracy: 0.947, Loss: 0.015 Epoch 26 Batch 60/269 - Train Accuracy: 0.950, Validation Accuracy: 0.947, Loss: 0.022 Epoch 26 Batch 61/269 - Train Accuracy: 0.944, Validation Accuracy: 0.946, Loss: 0.019 Epoch 26 Batch 62/269 - Train Accuracy: 0.955, Validation Accuracy: 0.945, Loss: 0.020 Epoch 26 Batch 63/269 - Train Accuracy: 0.950, Validation Accuracy: 0.944, Loss: 0.022 Epoch 26 Batch 64/269 - Train Accuracy: 0.964, Validation Accuracy: 0.944, Loss: 0.017 Epoch 26 Batch 65/269 - Train Accuracy: 0.961, Validation Accuracy: 0.944, Loss: 0.018 Epoch 26 Batch 66/269 - Train Accuracy: 0.954, Validation Accuracy: 0.946, Loss: 0.022 Epoch 26 Batch 67/269 - Train Accuracy: 0.945, Validation Accuracy: 0.946, Loss: 0.023 Epoch 26 Batch 68/269 - Train Accuracy: 0.945, Validation Accuracy: 0.947, Loss: 0.022 Epoch 26 Batch 69/269 - Train Accuracy: 0.953, Validation Accuracy: 0.942, Loss: 0.022 Epoch 26 Batch 70/269 - Train Accuracy: 0.960, Validation Accuracy: 0.942, Loss: 0.020 Epoch 26 Batch 71/269 - Train Accuracy: 0.955, Validation Accuracy: 0.939, Loss: 0.021 Epoch 26 Batch 72/269 - Train Accuracy: 0.952, Validation Accuracy: 0.941, Loss: 0.020 Epoch 26 Batch 73/269 - Train Accuracy: 0.949, Validation Accuracy: 0.945, Loss: 0.019 Epoch 26 Batch 74/269 - Train Accuracy: 0.960, Validation Accuracy: 0.947, Loss: 0.017 Epoch 26 Batch 75/269 - Train Accuracy: 0.948, Validation Accuracy: 0.942, Loss: 0.022 Epoch 26 Batch 76/269 - Train Accuracy: 0.956, Validation Accuracy: 0.941, Loss: 0.018 Epoch 26 Batch 77/269 - Train Accuracy: 0.957, Validation Accuracy: 0.941, Loss: 0.018 Epoch 26 Batch 78/269 - Train Accuracy: 0.956, Validation Accuracy: 0.943, Loss: 0.019 Epoch 26 Batch 79/269 - Train Accuracy: 0.949, Validation Accuracy: 0.942, Loss: 0.020 Epoch 26 Batch 80/269 - Train Accuracy: 0.957, Validation Accuracy: 0.942, Loss: 0.016 Epoch 26 Batch 81/269 - Train Accuracy: 0.953, Validation Accuracy: 0.943, Loss: 0.020 Epoch 26 Batch 82/269 - Train Accuracy: 0.959, Validation Accuracy: 0.939, Loss: 0.016 Epoch 26 Batch 83/269 - Train Accuracy: 0.953, Validation Accuracy: 0.939, Loss: 0.022 Epoch 26 Batch 84/269 - Train Accuracy: 0.955, Validation Accuracy: 0.940, Loss: 0.018 Epoch 26 Batch 85/269 - Train Accuracy: 0.950, Validation Accuracy: 0.938, Loss: 0.022 Epoch 26 Batch 86/269 - Train Accuracy: 0.960, Validation Accuracy: 0.935, Loss: 0.017 Epoch 26 Batch 87/269 - Train Accuracy: 0.966, Validation Accuracy: 0.937, Loss: 0.020 Epoch 26 Batch 88/269 - Train Accuracy: 0.943, Validation Accuracy: 0.936, Loss: 0.020 Epoch 26 Batch 89/269 - Train Accuracy: 0.960, Validation Accuracy: 0.938, Loss: 0.019 Epoch 26 Batch 90/269 - Train Accuracy: 0.952, Validation Accuracy: 0.937, Loss: 0.018 Epoch 26 Batch 91/269 - Train Accuracy: 0.960, Validation Accuracy: 0.938, Loss: 0.018 Epoch 26 Batch 92/269 - Train Accuracy: 0.952, Validation Accuracy: 0.942, Loss: 0.018 Epoch 26 Batch 93/269 - Train Accuracy: 0.958, Validation Accuracy: 0.945, Loss: 0.016 Epoch 26 Batch 94/269 - Train Accuracy: 0.946, Validation Accuracy: 0.948, Loss: 0.024 Epoch 26 Batch 95/269 - Train Accuracy: 0.958, Validation Accuracy: 0.949, Loss: 0.017 Epoch 26 Batch 96/269 - Train Accuracy: 0.948, Validation Accuracy: 0.945, Loss: 0.022 Epoch 26 Batch 97/269 - Train Accuracy: 0.954, Validation Accuracy: 0.944, Loss: 0.019 Epoch 26 Batch 98/269 - Train Accuracy: 0.957, Validation Accuracy: 0.947, Loss: 0.021 Epoch 26 Batch 99/269 - Train Accuracy: 0.959, Validation Accuracy: 0.941, Loss: 0.018 Epoch 26 Batch 100/269 - Train Accuracy: 0.957, Validation Accuracy: 0.939, Loss: 0.020 Epoch 26 Batch 101/269 - Train Accuracy: 0.954, Validation Accuracy: 0.942, Loss: 0.024 Epoch 26 Batch 102/269 - Train Accuracy: 0.947, Validation Accuracy: 0.943, Loss: 0.018 Epoch 26 Batch 103/269 - Train Accuracy: 0.960, Validation Accuracy: 0.944, Loss: 0.022 Epoch 26 Batch 104/269 - Train Accuracy: 0.959, Validation Accuracy: 0.945, Loss: 0.020 Epoch 26 Batch 105/269 - Train Accuracy: 0.954, Validation Accuracy: 0.947, Loss: 0.019 Epoch 26 Batch 106/269 - Train Accuracy: 0.960, Validation Accuracy: 0.947, Loss: 0.017 Epoch 26 Batch 107/269 - Train Accuracy: 0.954, Validation Accuracy: 0.947, Loss: 0.020 Epoch 26 Batch 108/269 - Train Accuracy: 0.959, Validation Accuracy: 0.944, Loss: 0.019 Epoch 26 Batch 109/269 - Train Accuracy: 0.947, Validation Accuracy: 0.947, Loss: 0.021 Epoch 26 Batch 110/269 - Train Accuracy: 0.953, Validation Accuracy: 0.947, Loss: 0.017 Epoch 26 Batch 111/269 - Train Accuracy: 0.961, Validation Accuracy: 0.947, Loss: 0.017 Epoch 26 Batch 112/269 - Train Accuracy: 0.943, Validation Accuracy: 0.947, Loss: 0.021 Epoch 26 Batch 113/269 - Train Accuracy: 0.959, Validation Accuracy: 0.942, Loss: 0.018 Epoch 26 Batch 114/269 - Train Accuracy: 0.950, Validation Accuracy: 0.940, Loss: 0.020 Epoch 26 Batch 115/269 - Train Accuracy: 0.957, Validation Accuracy: 0.939, Loss: 0.020 Epoch 26 Batch 116/269 - Train Accuracy: 0.957, Validation Accuracy: 0.943, Loss: 0.018 Epoch 26 Batch 117/269 - Train Accuracy: 0.962, Validation Accuracy: 0.944, Loss: 0.018 Epoch 26 Batch 118/269 - Train Accuracy: 0.959, Validation Accuracy: 0.945, Loss: 0.016 Epoch 26 Batch 119/269 - Train Accuracy: 0.950, Validation Accuracy: 0.950, Loss: 0.022 Epoch 26 Batch 120/269 - Train Accuracy: 0.955, Validation Accuracy: 0.951, Loss: 0.019 Epoch 26 Batch 121/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.016 Epoch 26 Batch 122/269 - Train Accuracy: 0.952, Validation Accuracy: 0.951, Loss: 0.021 Epoch 26 Batch 123/269 - Train Accuracy: 0.946, Validation Accuracy: 0.948, Loss: 0.022 Epoch 26 Batch 124/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.016 Epoch 26 Batch 125/269 - Train Accuracy: 0.959, Validation Accuracy: 0.950, Loss: 0.017 Epoch 26 Batch 126/269 - Train Accuracy: 0.948, Validation Accuracy: 0.951, Loss: 0.020 Epoch 26 Batch 127/269 - Train Accuracy: 0.954, Validation Accuracy: 0.949, Loss: 0.020 Epoch 26 Batch 128/269 - Train Accuracy: 0.953, Validation Accuracy: 0.952, Loss: 0.023 Epoch 26 Batch 129/269 - Train Accuracy: 0.951, Validation Accuracy: 0.952, Loss: 0.018 Epoch 26 Batch 130/269 - Train Accuracy: 0.962, Validation Accuracy: 0.949, Loss: 0.023 Epoch 26 Batch 131/269 - Train Accuracy: 0.947, Validation Accuracy: 0.949, Loss: 0.022 Epoch 26 Batch 132/269 - Train Accuracy: 0.944, Validation Accuracy: 0.954, Loss: 0.021 Epoch 26 Batch 133/269 - Train Accuracy: 0.953, Validation Accuracy: 0.952, Loss: 0.018 Epoch 26 Batch 134/269 - Train Accuracy: 0.948, Validation Accuracy: 0.951, Loss: 0.023 Epoch 26 Batch 135/269 - Train Accuracy: 0.955, Validation Accuracy: 0.954, Loss: 0.018 Epoch 26 Batch 136/269 - Train Accuracy: 0.951, Validation Accuracy: 0.950, Loss: 0.020 Epoch 26 Batch 137/269 - Train Accuracy: 0.955, Validation Accuracy: 0.948, Loss: 0.020 Epoch 26 Batch 138/269 - Train Accuracy: 0.951, Validation Accuracy: 0.953, Loss: 0.019 Epoch 26 Batch 139/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.016 Epoch 26 Batch 140/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.019 Epoch 26 Batch 141/269 - Train Accuracy: 0.955, Validation Accuracy: 0.944, Loss: 0.019 Epoch 26 Batch 142/269 - Train Accuracy: 0.952, Validation Accuracy: 0.943, Loss: 0.021 Epoch 26 Batch 143/269 - Train Accuracy: 0.951, Validation Accuracy: 0.949, Loss: 0.018 Epoch 26 Batch 144/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.016 Epoch 26 Batch 145/269 - Train Accuracy: 0.968, Validation Accuracy: 0.950, Loss: 0.017 Epoch 26 Batch 146/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.017 Epoch 26 Batch 147/269 - Train Accuracy: 0.955, Validation Accuracy: 0.954, Loss: 0.021 Epoch 26 Batch 148/269 - Train Accuracy: 0.956, Validation Accuracy: 0.952, Loss: 0.020 Epoch 26 Batch 149/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.021 Epoch 26 Batch 150/269 - Train Accuracy: 0.950, Validation Accuracy: 0.952, Loss: 0.023 Epoch 26 Batch 151/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.020 Epoch 26 Batch 152/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.018 Epoch 26 Batch 153/269 - Train Accuracy: 0.966, Validation Accuracy: 0.950, Loss: 0.016 Epoch 26 Batch 154/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.020 Epoch 26 Batch 155/269 - Train Accuracy: 0.960, Validation Accuracy: 0.947, Loss: 0.019 Epoch 26 Batch 156/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.018 Epoch 26 Batch 157/269 - Train Accuracy: 0.958, Validation Accuracy: 0.951, Loss: 0.017 Epoch 26 Batch 158/269 - Train Accuracy: 0.951, Validation Accuracy: 0.950, Loss: 0.019 Epoch 26 Batch 159/269 - Train Accuracy: 0.953, Validation Accuracy: 0.952, Loss: 0.019 Epoch 26 Batch 160/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.019 Epoch 26 Batch 161/269 - Train Accuracy: 0.959, Validation Accuracy: 0.948, Loss: 0.016 Epoch 26 Batch 162/269 - Train Accuracy: 0.964, Validation Accuracy: 0.946, Loss: 0.017 Epoch 26 Batch 163/269 - Train Accuracy: 0.964, Validation Accuracy: 0.947, Loss: 0.017 Epoch 26 Batch 164/269 - Train Accuracy: 0.958, Validation Accuracy: 0.947, Loss: 0.020 Epoch 26 Batch 165/269 - Train Accuracy: 0.961, Validation Accuracy: 0.950, Loss: 0.017 Epoch 26 Batch 166/269 - Train Accuracy: 0.966, Validation Accuracy: 0.949, Loss: 0.017 Epoch 26 Batch 167/269 - Train Accuracy: 0.957, Validation Accuracy: 0.942, Loss: 0.018 Epoch 26 Batch 168/269 - Train Accuracy: 0.959, Validation Accuracy: 0.943, Loss: 0.020 Epoch 26 Batch 169/269 - Train Accuracy: 0.948, Validation Accuracy: 0.949, Loss: 0.017 Epoch 26 Batch 170/269 - Train Accuracy: 0.954, Validation Accuracy: 0.954, Loss: 0.019 Epoch 26 Batch 171/269 - Train Accuracy: 0.956, Validation Accuracy: 0.955, Loss: 0.019 Epoch 26 Batch 172/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.017 Epoch 26 Batch 173/269 - Train Accuracy: 0.952, Validation Accuracy: 0.953, Loss: 0.019 Epoch 26 Batch 174/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.017 Epoch 26 Batch 175/269 - Train Accuracy: 0.945, Validation Accuracy: 0.949, Loss: 0.026 Epoch 26 Batch 176/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.019 Epoch 26 Batch 177/269 - Train Accuracy: 0.965, Validation Accuracy: 0.948, Loss: 0.014 Epoch 26 Batch 178/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.017 Epoch 26 Batch 179/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.019 Epoch 26 Batch 180/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.017 Epoch 26 Batch 181/269 - Train Accuracy: 0.956, Validation Accuracy: 0.953, Loss: 0.019 Epoch 26 Batch 182/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.015 Epoch 26 Batch 183/269 - Train Accuracy: 0.964, Validation Accuracy: 0.948, Loss: 0.015 Epoch 26 Batch 184/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.017 Epoch 26 Batch 185/269 - Train Accuracy: 0.969, Validation Accuracy: 0.947, Loss: 0.018 Epoch 26 Batch 186/269 - Train Accuracy: 0.959, Validation Accuracy: 0.942, Loss: 0.016 Epoch 26 Batch 187/269 - Train Accuracy: 0.958, Validation Accuracy: 0.938, Loss: 0.016 Epoch 26 Batch 188/269 - Train Accuracy: 0.962, Validation Accuracy: 0.937, Loss: 0.016 Epoch 26 Batch 189/269 - Train Accuracy: 0.967, Validation Accuracy: 0.936, Loss: 0.018 Epoch 26 Batch 190/269 - Train Accuracy: 0.946, Validation Accuracy: 0.942, Loss: 0.018 Epoch 26 Batch 191/269 - Train Accuracy: 0.960, Validation Accuracy: 0.946, Loss: 0.016 Epoch 26 Batch 192/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.016 Epoch 26 Batch 193/269 - Train Accuracy: 0.954, Validation Accuracy: 0.954, Loss: 0.017 Epoch 26 Batch 194/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.018 Epoch 26 Batch 195/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.018 Epoch 26 Batch 196/269 - Train Accuracy: 0.954, Validation Accuracy: 0.947, Loss: 0.018 Epoch 26 Batch 197/269 - Train Accuracy: 0.950, Validation Accuracy: 0.943, Loss: 0.017 Epoch 26 Batch 198/269 - Train Accuracy: 0.956, Validation Accuracy: 0.947, Loss: 0.018 Epoch 26 Batch 199/269 - Train Accuracy: 0.960, Validation Accuracy: 0.948, Loss: 0.017 Epoch 26 Batch 200/269 - Train Accuracy: 0.973, Validation Accuracy: 0.949, Loss: 0.015 Epoch 26 Batch 201/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.017 Epoch 26 Batch 202/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.017 Epoch 26 Batch 203/269 - Train Accuracy: 0.957, Validation Accuracy: 0.952, Loss: 0.020 Epoch 26 Batch 204/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.016 Epoch 26 Batch 205/269 - Train Accuracy: 0.963, Validation Accuracy: 0.951, Loss: 0.015 Epoch 26 Batch 206/269 - Train Accuracy: 0.950, Validation Accuracy: 0.950, Loss: 0.020 Epoch 26 Batch 207/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.017 Epoch 26 Batch 208/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.019 Epoch 26 Batch 209/269 - Train Accuracy: 0.960, Validation Accuracy: 0.950, Loss: 0.017 Epoch 26 Batch 210/269 - Train Accuracy: 0.962, Validation Accuracy: 0.948, Loss: 0.016 Epoch 26 Batch 211/269 - Train Accuracy: 0.969, Validation Accuracy: 0.948, Loss: 0.020 Epoch 26 Batch 212/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.021 Epoch 26 Batch 213/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.018 Epoch 26 Batch 214/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.019 Epoch 26 Batch 215/269 - Train Accuracy: 0.953, Validation Accuracy: 0.951, Loss: 0.019 Epoch 26 Batch 216/269 - Train Accuracy: 0.942, Validation Accuracy: 0.950, Loss: 0.024 Epoch 26 Batch 217/269 - Train Accuracy: 0.946, Validation Accuracy: 0.949, Loss: 0.020 Epoch 26 Batch 218/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.017 Epoch 26 Batch 219/269 - Train Accuracy: 0.959, Validation Accuracy: 0.945, Loss: 0.019 Epoch 26 Batch 220/269 - Train Accuracy: 0.953, Validation Accuracy: 0.947, Loss: 0.017 Epoch 26 Batch 221/269 - Train Accuracy: 0.958, Validation Accuracy: 0.949, Loss: 0.017 Epoch 26 Batch 222/269 - Train Accuracy: 0.966, Validation Accuracy: 0.951, Loss: 0.015 Epoch 26 Batch 223/269 - Train Accuracy: 0.957, Validation Accuracy: 0.948, Loss: 0.016 Epoch 26 Batch 224/269 - Train Accuracy: 0.950, Validation Accuracy: 0.951, Loss: 0.023 Epoch 26 Batch 225/269 - Train Accuracy: 0.951, Validation Accuracy: 0.952, Loss: 0.019 Epoch 26 Batch 226/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.019 Epoch 26 Batch 227/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.020 Epoch 26 Batch 228/269 - Train Accuracy: 0.964, Validation Accuracy: 0.952, Loss: 0.017 Epoch 26 Batch 229/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.015 Epoch 26 Batch 230/269 - Train Accuracy: 0.964, Validation Accuracy: 0.951, Loss: 0.017 Epoch 26 Batch 231/269 - Train Accuracy: 0.955, Validation Accuracy: 0.952, Loss: 0.019 Epoch 26 Batch 232/269 - Train Accuracy: 0.953, Validation Accuracy: 0.953, Loss: 0.020 Epoch 26 Batch 233/269 - Train Accuracy: 0.968, Validation Accuracy: 0.946, Loss: 0.017 Epoch 26 Batch 234/269 - Train Accuracy: 0.960, Validation Accuracy: 0.944, Loss: 0.015 Epoch 26 Batch 235/269 - Train Accuracy: 0.963, Validation Accuracy: 0.946, Loss: 0.014 Epoch 26 Batch 236/269 - Train Accuracy: 0.955, Validation Accuracy: 0.947, Loss: 0.017 Epoch 26 Batch 237/269 - Train Accuracy: 0.964, Validation Accuracy: 0.952, Loss: 0.015 Epoch 26 Batch 238/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.017 Epoch 26 Batch 239/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.018 Epoch 26 Batch 240/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.018 Epoch 26 Batch 241/269 - Train Accuracy: 0.942, Validation Accuracy: 0.951, Loss: 0.022 Epoch 26 Batch 242/269 - Train Accuracy: 0.958, Validation Accuracy: 0.947, Loss: 0.019 Epoch 26 Batch 243/269 - Train Accuracy: 0.970, Validation Accuracy: 0.944, Loss: 0.013 Epoch 26 Batch 244/269 - Train Accuracy: 0.945, Validation Accuracy: 0.945, Loss: 0.019 Epoch 26 Batch 245/269 - Train Accuracy: 0.956, Validation Accuracy: 0.947, Loss: 0.016 Epoch 26 Batch 246/269 - Train Accuracy: 0.945, Validation Accuracy: 0.944, Loss: 0.018 Epoch 26 Batch 247/269 - Train Accuracy: 0.953, Validation Accuracy: 0.945, Loss: 0.018 Epoch 26 Batch 248/269 - Train Accuracy: 0.968, Validation Accuracy: 0.945, Loss: 0.017 Epoch 26 Batch 249/269 - Train Accuracy: 0.960, Validation Accuracy: 0.942, Loss: 0.017 Epoch 26 Batch 250/269 - Train Accuracy: 0.960, Validation Accuracy: 0.945, Loss: 0.019 Epoch 26 Batch 251/269 - Train Accuracy: 0.964, Validation Accuracy: 0.944, Loss: 0.016 Epoch 26 Batch 252/269 - Train Accuracy: 0.953, Validation Accuracy: 0.940, Loss: 0.015 Epoch 26 Batch 253/269 - Train Accuracy: 0.955, Validation Accuracy: 0.940, Loss: 0.017 Epoch 26 Batch 254/269 - Train Accuracy: 0.958, Validation Accuracy: 0.947, Loss: 0.019 Epoch 26 Batch 255/269 - Train Accuracy: 0.957, Validation Accuracy: 0.944, Loss: 0.017 Epoch 26 Batch 256/269 - Train Accuracy: 0.950, Validation Accuracy: 0.944, Loss: 0.016 Epoch 26 Batch 257/269 - Train Accuracy: 0.951, Validation Accuracy: 0.944, Loss: 0.020 Epoch 26 Batch 258/269 - Train Accuracy: 0.962, Validation Accuracy: 0.939, Loss: 0.019 Epoch 26 Batch 259/269 - Train Accuracy: 0.963, Validation Accuracy: 0.933, Loss: 0.019 Epoch 26 Batch 260/269 - Train Accuracy: 0.954, Validation Accuracy: 0.933, Loss: 0.022 Epoch 26 Batch 261/269 - Train Accuracy: 0.958, Validation Accuracy: 0.937, Loss: 0.018 Epoch 26 Batch 262/269 - Train Accuracy: 0.954, Validation Accuracy: 0.948, Loss: 0.020 Epoch 26 Batch 263/269 - Train Accuracy: 0.963, Validation Accuracy: 0.949, Loss: 0.021 Epoch 26 Batch 264/269 - Train Accuracy: 0.950, Validation Accuracy: 0.952, Loss: 0.019 Epoch 26 Batch 265/269 - Train Accuracy: 0.962, Validation Accuracy: 0.948, Loss: 0.017 Epoch 26 Batch 266/269 - Train Accuracy: 0.958, Validation Accuracy: 0.946, Loss: 0.017 Epoch 26 Batch 267/269 - Train Accuracy: 0.959, Validation Accuracy: 0.947, Loss: 0.017 Epoch 27 Batch 0/269 - Train Accuracy: 0.958, Validation Accuracy: 0.946, Loss: 0.021 Epoch 27 Batch 1/269 - Train Accuracy: 0.956, Validation Accuracy: 0.944, Loss: 0.020 Epoch 27 Batch 2/269 - Train Accuracy: 0.956, Validation Accuracy: 0.946, Loss: 0.018 Epoch 27 Batch 3/269 - Train Accuracy: 0.962, Validation Accuracy: 0.949, Loss: 0.017 Epoch 27 Batch 4/269 - Train Accuracy: 0.952, Validation Accuracy: 0.954, Loss: 0.020 Epoch 27 Batch 5/269 - Train Accuracy: 0.959, Validation Accuracy: 0.949, Loss: 0.016 Epoch 27 Batch 6/269 - Train Accuracy: 0.962, Validation Accuracy: 0.948, Loss: 0.018 Epoch 27 Batch 7/269 - Train Accuracy: 0.957, Validation Accuracy: 0.945, Loss: 0.018 Epoch 27 Batch 8/269 - Train Accuracy: 0.963, Validation Accuracy: 0.942, Loss: 0.019 Epoch 27 Batch 9/269 - Train Accuracy: 0.949, Validation Accuracy: 0.945, Loss: 0.020 Epoch 27 Batch 10/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.016 Epoch 27 Batch 11/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.021 Epoch 27 Batch 12/269 - Train Accuracy: 0.949, Validation Accuracy: 0.949, Loss: 0.022 Epoch 27 Batch 13/269 - Train Accuracy: 0.956, Validation Accuracy: 0.947, Loss: 0.020 Epoch 27 Batch 14/269 - Train Accuracy: 0.957, Validation Accuracy: 0.946, Loss: 0.019 Epoch 27 Batch 15/269 - Train Accuracy: 0.965, Validation Accuracy: 0.946, Loss: 0.016 Epoch 27 Batch 16/269 - Train Accuracy: 0.958, Validation Accuracy: 0.947, Loss: 0.020 Epoch 27 Batch 17/269 - Train Accuracy: 0.960, Validation Accuracy: 0.947, Loss: 0.017 Epoch 27 Batch 18/269 - Train Accuracy: 0.954, Validation Accuracy: 0.949, Loss: 0.021 Epoch 27 Batch 19/269 - Train Accuracy: 0.967, Validation Accuracy: 0.948, Loss: 0.017 Epoch 27 Batch 20/269 - Train Accuracy: 0.959, Validation Accuracy: 0.949, Loss: 0.016 Epoch 27 Batch 21/269 - Train Accuracy: 0.945, Validation Accuracy: 0.944, Loss: 0.021 Epoch 27 Batch 22/269 - Train Accuracy: 0.966, Validation Accuracy: 0.947, Loss: 0.017 Epoch 27 Batch 23/269 - Train Accuracy: 0.958, Validation Accuracy: 0.944, Loss: 0.021 Epoch 27 Batch 24/269 - Train Accuracy: 0.956, Validation Accuracy: 0.947, Loss: 0.018 Epoch 27 Batch 25/269 - Train Accuracy: 0.959, Validation Accuracy: 0.949, Loss: 0.021 Epoch 27 Batch 26/269 - Train Accuracy: 0.956, Validation Accuracy: 0.948, Loss: 0.018 Epoch 27 Batch 27/269 - Train Accuracy: 0.953, Validation Accuracy: 0.949, Loss: 0.020 Epoch 27 Batch 28/269 - Train Accuracy: 0.950, Validation Accuracy: 0.948, Loss: 0.019 Epoch 27 Batch 29/269 - Train Accuracy: 0.955, Validation Accuracy: 0.948, Loss: 0.022 Epoch 27 Batch 30/269 - Train Accuracy: 0.949, Validation Accuracy: 0.945, Loss: 0.021 Epoch 27 Batch 31/269 - Train Accuracy: 0.956, Validation Accuracy: 0.946, Loss: 0.018 Epoch 27 Batch 32/269 - Train Accuracy: 0.963, Validation Accuracy: 0.945, Loss: 0.014 Epoch 27 Batch 33/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.017 Epoch 27 Batch 34/269 - Train Accuracy: 0.953, Validation Accuracy: 0.951, Loss: 0.019 Epoch 27 Batch 35/269 - Train Accuracy: 0.952, Validation Accuracy: 0.948, Loss: 0.027 Epoch 27 Batch 36/269 - Train Accuracy: 0.957, Validation Accuracy: 0.951, Loss: 0.020 Epoch 27 Batch 37/269 - Train Accuracy: 0.961, Validation Accuracy: 0.945, Loss: 0.021 Epoch 27 Batch 38/269 - Train Accuracy: 0.946, Validation Accuracy: 0.946, Loss: 0.018 Epoch 27 Batch 39/269 - Train Accuracy: 0.964, Validation Accuracy: 0.946, Loss: 0.015 Epoch 27 Batch 40/269 - Train Accuracy: 0.954, Validation Accuracy: 0.951, Loss: 0.022 Epoch 27 Batch 41/269 - Train Accuracy: 0.957, Validation Accuracy: 0.952, Loss: 0.016 Epoch 27 Batch 42/269 - Train Accuracy: 0.961, Validation Accuracy: 0.950, Loss: 0.016 Epoch 27 Batch 43/269 - Train Accuracy: 0.949, Validation Accuracy: 0.952, Loss: 0.020 Epoch 27 Batch 44/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.019 Epoch 27 Batch 45/269 - Train Accuracy: 0.951, Validation Accuracy: 0.953, Loss: 0.017 <<<<<<< HEAD <<<<<<< HEAD ======= >>>>>>> a7568d9f54a58f4956b458fc6a3732a6565cdda0 Epoch 27 Batch 46/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.013 Epoch 27 Batch 47/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.015 Epoch 27 Batch 48/269 - Train Accuracy: 0.953, Validation Accuracy: 0.955, Loss: 0.017 Epoch 27 Batch 49/269 - Train Accuracy: 0.956, Validation Accuracy: 0.956, Loss: 0.023 Epoch 27 Batch 50/269 - Train Accuracy: 0.959, Validation Accuracy: 0.952, Loss: 0.024 Epoch 27 Batch 51/269 - Train Accuracy: 0.959, Validation Accuracy: 0.950, Loss: 0.020 Epoch 27 Batch 52/269 - Train Accuracy: 0.954, Validation Accuracy: 0.946, Loss: 0.016 Epoch 27 Batch 53/269 - Train Accuracy: 0.961, Validation Accuracy: 0.945, Loss: 0.019 Epoch 27 Batch 54/269 - Train Accuracy: 0.966, Validation Accuracy: 0.943, Loss: 0.021 Epoch 27 Batch 55/269 - Train Accuracy: 0.951, Validation Accuracy: 0.944, Loss: 0.019 Epoch 27 Batch 56/269 - Train Accuracy: 0.943, Validation Accuracy: 0.948, Loss: 0.026 Epoch 27 Batch 57/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.024 Epoch 27 Batch 58/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.021 Epoch 27 Batch 59/269 - Train Accuracy: 0.964, Validation Accuracy: 0.949, Loss: 0.015 Epoch 27 Batch 60/269 - Train Accuracy: 0.952, Validation Accuracy: 0.953, Loss: 0.026 Epoch 27 Batch 61/269 - Train Accuracy: 0.951, Validation Accuracy: 0.948, Loss: 0.019 Epoch 27 Batch 62/269 - Train Accuracy: 0.954, Validation Accuracy: 0.946, Loss: 0.021 Epoch 27 Batch 63/269 - Train Accuracy: 0.950, Validation Accuracy: 0.947, Loss: 0.023 Epoch 27 Batch 64/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.020 Epoch 27 Batch 65/269 - Train Accuracy: 0.951, Validation Accuracy: 0.942, Loss: 0.019 Epoch 27 Batch 66/269 - Train Accuracy: 0.953, Validation Accuracy: 0.941, Loss: 0.023 Epoch 27 Batch 67/269 - Train Accuracy: 0.952, Validation Accuracy: 0.939, Loss: 0.024 Epoch 27 Batch 68/269 - Train Accuracy: 0.943, Validation Accuracy: 0.945, Loss: 0.022 Epoch 27 Batch 69/269 - Train Accuracy: 0.951, Validation Accuracy: 0.947, Loss: 0.024 Epoch 27 Batch 70/269 - Train Accuracy: 0.952, Validation Accuracy: 0.950, Loss: 0.020 Epoch 27 Batch 71/269 - Train Accuracy: 0.953, Validation Accuracy: 0.945, Loss: 0.021 Epoch 27 Batch 72/269 - Train Accuracy: 0.945, Validation Accuracy: 0.943, Loss: 0.024 Epoch 27 Batch 73/269 - Train Accuracy: 0.948, Validation Accuracy: 0.952, Loss: 0.025 Epoch 27 Batch 74/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.021 Epoch 27 Batch 75/269 - Train Accuracy: 0.952, Validation Accuracy: 0.954, Loss: 0.019 Epoch 27 Batch 76/269 - Train Accuracy: 0.955, Validation Accuracy: 0.953, Loss: 0.019 Epoch 27 Batch 77/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.022 Epoch 27 Batch 78/269 - Train Accuracy: 0.955, Validation Accuracy: 0.948, Loss: 0.018 Epoch 27 Batch 79/269 - Train Accuracy: 0.950, Validation Accuracy: 0.951, Loss: 0.023 Epoch 27 Batch 80/269 - Train Accuracy: 0.965, Validation Accuracy: 0.950, Loss: 0.020 Epoch 27 Batch 81/269 - Train Accuracy: 0.958, Validation Accuracy: 0.949, Loss: 0.024 Epoch 27 Batch 82/269 - Train Accuracy: 0.960, Validation Accuracy: 0.946, Loss: 0.015 Epoch 27 Batch 83/269 - Train Accuracy: 0.953, Validation Accuracy: 0.946, Loss: 0.026 Epoch 27 Batch 84/269 - Train Accuracy: 0.963, Validation Accuracy: 0.945, Loss: 0.021 Epoch 27 Batch 85/269 - Train Accuracy: 0.953, Validation Accuracy: 0.945, Loss: 0.019 Epoch 27 Batch 86/269 - Train Accuracy: 0.962, Validation Accuracy: 0.943, Loss: 0.016 Epoch 27 Batch 87/269 - Train Accuracy: 0.957, Validation Accuracy: 0.940, Loss: 0.020 Epoch 27 Batch 88/269 - Train Accuracy: 0.952, Validation Accuracy: 0.938, Loss: 0.019 Epoch 27 Batch 89/269 - Train Accuracy: 0.963, Validation Accuracy: 0.947, Loss: 0.020 Epoch 27 Batch 90/269 - Train Accuracy: 0.956, Validation Accuracy: 0.946, Loss: 0.018 Epoch 27 Batch 91/269 - Train Accuracy: 0.957, Validation Accuracy: 0.942, Loss: 0.019 Epoch 27 Batch 92/269 - Train Accuracy: 0.954, Validation Accuracy: 0.941, Loss: 0.019 Epoch 27 Batch 93/269 - Train Accuracy: 0.955, Validation Accuracy: 0.943, Loss: 0.018 Epoch 27 Batch 94/269 - Train Accuracy: 0.955, Validation Accuracy: 0.942, Loss: 0.024 Epoch 27 Batch 95/269 - Train Accuracy: 0.960, Validation Accuracy: 0.944, Loss: 0.017 Epoch 27 Batch 96/269 - Train Accuracy: 0.948, Validation Accuracy: 0.943, Loss: 0.023 Epoch 27 Batch 97/269 - Train Accuracy: 0.957, Validation Accuracy: 0.950, Loss: 0.019 Epoch 27 Batch 98/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.023 Epoch 27 Batch 99/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.018 Epoch 27 Batch 100/269 - Train Accuracy: 0.956, Validation Accuracy: 0.947, Loss: 0.021 Epoch 27 Batch 101/269 - Train Accuracy: 0.958, Validation Accuracy: 0.947, Loss: 0.025 Epoch 27 Batch 102/269 - Train Accuracy: 0.948, Validation Accuracy: 0.945, Loss: 0.022 Epoch 27 Batch 103/269 - Train Accuracy: 0.957, Validation Accuracy: 0.950, Loss: 0.019 Epoch 27 Batch 104/269 - Train Accuracy: 0.956, Validation Accuracy: 0.951, Loss: 0.020 Epoch 27 Batch 105/269 - Train Accuracy: 0.952, Validation Accuracy: 0.944, Loss: 0.021 Epoch 27 Batch 106/269 - Train Accuracy: 0.955, Validation Accuracy: 0.947, Loss: 0.016 Epoch 27 Batch 107/269 - Train Accuracy: 0.952, Validation Accuracy: 0.946, Loss: 0.018 Epoch 27 Batch 108/269 - Train Accuracy: 0.958, Validation Accuracy: 0.946, Loss: 0.018 Epoch 27 Batch 109/269 - Train Accuracy: 0.955, Validation Accuracy: 0.945, Loss: 0.019 Epoch 27 Batch 110/269 - Train Accuracy: 0.953, Validation Accuracy: 0.944, Loss: 0.017 Epoch 27 Batch 111/269 - Train Accuracy: 0.962, Validation Accuracy: 0.944, Loss: 0.017 Epoch 27 Batch 112/269 - Train Accuracy: 0.955, Validation Accuracy: 0.948, Loss: 0.018 Epoch 27 Batch 113/269 - Train Accuracy: 0.954, Validation Accuracy: 0.947, Loss: 0.019 Epoch 27 Batch 114/269 - Train Accuracy: 0.955, Validation Accuracy: 0.947, Loss: 0.021 Epoch 27 Batch 115/269 - Train Accuracy: 0.958, Validation Accuracy: 0.947, Loss: 0.020 Epoch 27 Batch 116/269 - Train Accuracy: 0.958, Validation Accuracy: 0.945, Loss: 0.016 Epoch 27 Batch 117/269 - Train Accuracy: 0.956, Validation Accuracy: 0.945, Loss: 0.017 Epoch 27 Batch 118/269 - Train Accuracy: 0.962, Validation Accuracy: 0.946, Loss: 0.016 Epoch 27 Batch 119/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.022 Epoch 27 Batch 120/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.019 Epoch 27 Batch 121/269 - Train Accuracy: 0.960, Validation Accuracy: 0.950, Loss: 0.016 Epoch 27 Batch 122/269 - Train Accuracy: 0.952, Validation Accuracy: 0.951, Loss: 0.021 Epoch 27 Batch 123/269 - Train Accuracy: 0.947, Validation Accuracy: 0.950, Loss: 0.020 Epoch 27 Batch 124/269 - Train Accuracy: 0.965, Validation Accuracy: 0.950, Loss: 0.016 Epoch 27 Batch 125/269 - Train Accuracy: 0.960, Validation Accuracy: 0.946, Loss: 0.018 Epoch 27 Batch 126/269 - Train Accuracy: 0.946, Validation Accuracy: 0.949, Loss: 0.020 Epoch 27 Batch 127/269 - Train Accuracy: 0.952, Validation Accuracy: 0.949, Loss: 0.020 Epoch 27 Batch 128/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.020 Epoch 27 Batch 129/269 - Train Accuracy: 0.949, Validation Accuracy: 0.955, Loss: 0.020 Epoch 27 Batch 130/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.020 Epoch 27 Batch 131/269 - Train Accuracy: 0.950, Validation Accuracy: 0.953, Loss: 0.025 Epoch 27 Batch 132/269 - Train Accuracy: 0.950, Validation Accuracy: 0.952, Loss: 0.021 Epoch 27 Batch 133/269 - Train Accuracy: 0.953, Validation Accuracy: 0.952, Loss: 0.018 Epoch 27 Batch 134/269 - Train Accuracy: 0.955, Validation Accuracy: 0.952, Loss: 0.019 Epoch 27 Batch 135/269 - Train Accuracy: 0.963, Validation Accuracy: 0.951, Loss: 0.017 Epoch 27 Batch 136/269 - Train Accuracy: 0.950, Validation Accuracy: 0.950, Loss: 0.020 Epoch 27 Batch 137/269 - Train Accuracy: 0.953, Validation Accuracy: 0.955, Loss: 0.021 Epoch 27 Batch 138/269 - Train Accuracy: 0.958, Validation Accuracy: 0.951, Loss: 0.017 Epoch 27 Batch 139/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.015 Epoch 27 Batch 140/269 - Train Accuracy: 0.957, Validation Accuracy: 0.948, Loss: 0.020 Epoch 27 Batch 141/269 - Train Accuracy: 0.953, Validation Accuracy: 0.948, Loss: 0.021 Epoch 27 Batch 142/269 - Train Accuracy: 0.952, Validation Accuracy: 0.953, Loss: 0.020 Epoch 27 Batch 143/269 - Train Accuracy: 0.955, Validation Accuracy: 0.951, Loss: 0.017 Epoch 27 Batch 144/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.015 Epoch 27 Batch 145/269 - Train Accuracy: 0.967, Validation Accuracy: 0.951, Loss: 0.014 Epoch 27 Batch 146/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.017 Epoch 27 Batch 147/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.019 Epoch 27 Batch 148/269 - Train Accuracy: 0.962, Validation Accuracy: 0.948, Loss: 0.019 Epoch 27 Batch 149/269 - Train Accuracy: 0.955, Validation Accuracy: 0.946, Loss: 0.020 Epoch 27 Batch 150/269 - Train Accuracy: 0.960, Validation Accuracy: 0.941, Loss: 0.021 Epoch 27 Batch 151/269 - Train Accuracy: 0.963, Validation Accuracy: 0.948, Loss: 0.019 Epoch 27 Batch 152/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.016 Epoch 27 Batch 153/269 - Train Accuracy: 0.963, Validation Accuracy: 0.950, Loss: 0.016 Epoch 27 Batch 154/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.017 Epoch 27 Batch 155/269 - Train Accuracy: 0.949, Validation Accuracy: 0.949, Loss: 0.018 Epoch 27 Batch 156/269 - Train Accuracy: 0.959, Validation Accuracy: 0.948, Loss: 0.017 Epoch 27 Batch 157/269 - Train Accuracy: 0.956, Validation Accuracy: 0.956, Loss: 0.015 Epoch 27 Batch 158/269 - Train Accuracy: 0.954, Validation Accuracy: 0.953, Loss: 0.018 Epoch 27 Batch 159/269 - Train Accuracy: 0.954, Validation Accuracy: 0.947, Loss: 0.016 Epoch 27 Batch 160/269 - Train Accuracy: 0.957, Validation Accuracy: 0.943, Loss: 0.017 Epoch 27 Batch 161/269 - Train Accuracy: 0.961, Validation Accuracy: 0.944, Loss: 0.017 Epoch 27 Batch 162/269 - Train Accuracy: 0.966, Validation Accuracy: 0.945, Loss: 0.017 Epoch 27 Batch 163/269 - Train Accuracy: 0.965, Validation Accuracy: 0.947, Loss: 0.016 Epoch 27 Batch 164/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.018 Epoch 27 Batch 165/269 - Train Accuracy: 0.965, Validation Accuracy: 0.945, Loss: 0.017 Epoch 27 Batch 166/269 - Train Accuracy: 0.962, Validation Accuracy: 0.944, Loss: 0.019 Epoch 27 Batch 167/269 - Train Accuracy: 0.957, Validation Accuracy: 0.948, Loss: 0.019 Epoch 27 Batch 168/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.019 Epoch 27 Batch 169/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.015 Epoch 27 Batch 170/269 - Train Accuracy: 0.957, Validation Accuracy: 0.945, Loss: 0.021 Epoch 27 Batch 171/269 - Train Accuracy: 0.960, Validation Accuracy: 0.944, Loss: 0.019 Epoch 27 Batch 172/269 - Train Accuracy: 0.968, Validation Accuracy: 0.944, Loss: 0.017 Epoch 27 Batch 173/269 - Train Accuracy: 0.951, Validation Accuracy: 0.947, Loss: 0.017 Epoch 27 Batch 174/269 - Train Accuracy: 0.959, Validation Accuracy: 0.946, Loss: 0.019 Epoch 27 Batch 175/269 - Train Accuracy: 0.950, Validation Accuracy: 0.950, Loss: 0.026 Epoch 27 Batch 176/269 - Train Accuracy: 0.959, Validation Accuracy: 0.948, Loss: 0.019 Epoch 27 Batch 177/269 - Train Accuracy: 0.965, Validation Accuracy: 0.945, Loss: 0.015 Epoch 27 Batch 178/269 - Train Accuracy: 0.962, Validation Accuracy: 0.945, Loss: 0.017 Epoch 27 Batch 179/269 - Train Accuracy: 0.955, Validation Accuracy: 0.944, Loss: 0.017 Epoch 27 Batch 180/269 - Train Accuracy: 0.962, Validation Accuracy: 0.940, Loss: 0.018 Epoch 27 Batch 181/269 - Train Accuracy: 0.959, Validation Accuracy: 0.941, Loss: 0.022 Epoch 27 Batch 182/269 - Train Accuracy: 0.960, Validation Accuracy: 0.945, Loss: 0.017 Epoch 27 Batch 183/269 - Train Accuracy: 0.968, Validation Accuracy: 0.949, Loss: 0.017 Epoch 27 Batch 184/269 - Train Accuracy: 0.955, Validation Accuracy: 0.945, Loss: 0.019 Epoch 27 Batch 185/269 - Train Accuracy: 0.969, Validation Accuracy: 0.945, Loss: 0.015 Epoch 27 Batch 186/269 - Train Accuracy: 0.960, Validation Accuracy: 0.946, Loss: 0.017 Epoch 27 Batch 187/269 - Train Accuracy: 0.959, Validation Accuracy: 0.944, Loss: 0.017 Epoch 27 Batch 188/269 - Train Accuracy: 0.966, Validation Accuracy: 0.945, Loss: 0.017 Epoch 27 Batch 189/269 - Train Accuracy: 0.963, Validation Accuracy: 0.949, Loss: 0.018 Epoch 27 Batch 190/269 - Train Accuracy: 0.959, Validation Accuracy: 0.948, Loss: 0.019 Epoch 27 Batch 191/269 - Train Accuracy: 0.963, Validation Accuracy: 0.947, Loss: 0.018 Epoch 27 Batch 192/269 - Train Accuracy: 0.969, Validation Accuracy: 0.949, Loss: 0.015 Epoch 27 Batch 193/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.016 Epoch 27 Batch 194/269 - Train Accuracy: 0.959, Validation Accuracy: 0.949, Loss: 0.020 Epoch 27 Batch 195/269 - Train Accuracy: 0.959, Validation Accuracy: 0.950, Loss: 0.017 Epoch 27 Batch 196/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.018 Epoch 27 Batch 197/269 - Train Accuracy: 0.959, Validation Accuracy: 0.948, Loss: 0.016 Epoch 27 Batch 198/269 - Train Accuracy: 0.956, Validation Accuracy: 0.948, Loss: 0.017 Epoch 27 Batch 199/269 - Train Accuracy: 0.965, Validation Accuracy: 0.949, Loss: 0.017 Epoch 27 Batch 200/269 - Train Accuracy: 0.970, Validation Accuracy: 0.950, Loss: 0.015 Epoch 27 Batch 201/269 - Train Accuracy: 0.960, Validation Accuracy: 0.950, Loss: 0.019 Epoch 27 Batch 202/269 - Train Accuracy: 0.959, Validation Accuracy: 0.952, Loss: 0.019 Epoch 27 Batch 203/269 - Train Accuracy: 0.961, Validation Accuracy: 0.950, Loss: 0.022 Epoch 27 Batch 204/269 - Train Accuracy: 0.967, Validation Accuracy: 0.948, Loss: 0.020 Epoch 27 Batch 205/269 - Train Accuracy: 0.963, Validation Accuracy: 0.947, Loss: 0.016 Epoch 27 Batch 206/269 - Train Accuracy: 0.956, Validation Accuracy: 0.947, Loss: 0.022 Epoch 27 Batch 207/269 - Train Accuracy: 0.962, Validation Accuracy: 0.949, Loss: 0.019 Epoch 27 Batch 208/269 - Train Accuracy: 0.962, Validation Accuracy: 0.948, Loss: 0.019 Epoch 27 Batch 209/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.017 Epoch 27 Batch 210/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.018 Epoch 27 Batch 211/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.018 Epoch 27 Batch 212/269 - Train Accuracy: 0.954, Validation Accuracy: 0.952, Loss: 0.022 Epoch 27 Batch 213/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.018 Epoch 27 Batch 214/269 - Train Accuracy: 0.955, Validation Accuracy: 0.953, Loss: 0.020 Epoch 27 Batch 215/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.019 Epoch 27 Batch 216/269 - Train Accuracy: 0.948, Validation Accuracy: 0.953, Loss: 0.026 Epoch 27 Batch 217/269 - Train Accuracy: 0.946, Validation Accuracy: 0.954, Loss: 0.021 Epoch 27 Batch 218/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.015 Epoch 27 Batch 219/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.019 Epoch 27 Batch 220/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.021 Epoch 27 Batch 221/269 - Train Accuracy: 0.950, Validation Accuracy: 0.949, Loss: 0.019 Epoch 27 Batch 222/269 - Train Accuracy: 0.964, Validation Accuracy: 0.947, Loss: 0.014 Epoch 27 Batch 223/269 - Train Accuracy: 0.961, Validation Accuracy: 0.947, Loss: 0.015 Epoch 27 Batch 224/269 - Train Accuracy: 0.953, Validation Accuracy: 0.948, Loss: 0.022 Epoch 27 Batch 225/269 - Train Accuracy: 0.955, Validation Accuracy: 0.951, Loss: 0.018 Epoch 27 Batch 226/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.020 Epoch 27 Batch 227/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.021 Epoch 27 Batch 228/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.017 Epoch 27 Batch 229/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.016 Epoch 27 Batch 230/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.017 Epoch 27 Batch 231/269 - Train Accuracy: 0.950, Validation Accuracy: 0.948, Loss: 0.020 Epoch 27 Batch 232/269 - Train Accuracy: 0.953, Validation Accuracy: 0.953, Loss: 0.018 Epoch 27 Batch 233/269 - Train Accuracy: 0.968, Validation Accuracy: 0.952, Loss: 0.017 Epoch 27 Batch 234/269 - Train Accuracy: 0.961, Validation Accuracy: 0.950, Loss: 0.018 Epoch 27 Batch 235/269 - Train Accuracy: 0.969, Validation Accuracy: 0.948, Loss: 0.013 Epoch 27 Batch 236/269 - Train Accuracy: 0.960, Validation Accuracy: 0.947, Loss: 0.019 Epoch 27 Batch 237/269 - Train Accuracy: 0.961, Validation Accuracy: 0.947, Loss: 0.017 Epoch 27 Batch 238/269 - Train Accuracy: 0.963, Validation Accuracy: 0.946, Loss: 0.016 Epoch 27 Batch 239/269 - Train Accuracy: 0.956, Validation Accuracy: 0.951, Loss: 0.018 Epoch 27 Batch 240/269 - Train Accuracy: 0.960, Validation Accuracy: 0.945, Loss: 0.018 Epoch 27 Batch 241/269 - Train Accuracy: 0.941, Validation Accuracy: 0.947, Loss: 0.024 Epoch 27 Batch 242/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.018 Epoch 27 Batch 243/269 - Train Accuracy: 0.969, Validation Accuracy: 0.949, Loss: 0.014 Epoch 27 Batch 244/269 - Train Accuracy: 0.960, Validation Accuracy: 0.948, Loss: 0.018 Epoch 27 Batch 245/269 - Train Accuracy: 0.954, Validation Accuracy: 0.946, Loss: 0.017 Epoch 27 Batch 246/269 - Train Accuracy: 0.948, Validation Accuracy: 0.949, Loss: 0.022 Epoch 27 Batch 247/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.024 Epoch 27 Batch 248/269 - Train Accuracy: 0.968, Validation Accuracy: 0.950, Loss: 0.015 Epoch 27 Batch 249/269 - Train Accuracy: 0.958, Validation Accuracy: 0.948, Loss: 0.018 Epoch 27 Batch 250/269 - Train Accuracy: 0.957, Validation Accuracy: 0.947, Loss: 0.020 Epoch 27 Batch 251/269 - Train Accuracy: 0.964, Validation Accuracy: 0.951, Loss: 0.020 Epoch 27 Batch 252/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.016 Epoch 27 Batch 253/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.017 Epoch 27 Batch 254/269 - Train Accuracy: 0.955, Validation Accuracy: 0.952, Loss: 0.016 Epoch 27 Batch 255/269 - Train Accuracy: 0.963, Validation Accuracy: 0.946, Loss: 0.017 Epoch 27 Batch 256/269 - Train Accuracy: 0.951, Validation Accuracy: 0.946, Loss: 0.018 Epoch 27 Batch 257/269 - Train Accuracy: 0.952, Validation Accuracy: 0.945, Loss: 0.019 Epoch 27 Batch 258/269 - Train Accuracy: 0.965, Validation Accuracy: 0.944, Loss: 0.016 Epoch 27 Batch 259/269 - Train Accuracy: 0.965, Validation Accuracy: 0.940, Loss: 0.018 Epoch 27 Batch 260/269 - Train Accuracy: 0.956, Validation Accuracy: 0.943, Loss: 0.022 Epoch 27 Batch 261/269 - Train Accuracy: 0.957, Validation Accuracy: 0.942, Loss: 0.018 Epoch 27 Batch 262/269 - Train Accuracy: 0.954, Validation Accuracy: 0.945, Loss: 0.020 Epoch 27 Batch 263/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.018 Epoch 27 Batch 264/269 - Train Accuracy: 0.952, Validation Accuracy: 0.948, Loss: 0.020 Epoch 27 Batch 265/269 - Train Accuracy: 0.961, Validation Accuracy: 0.947, Loss: 0.019 Epoch 27 Batch 266/269 - Train Accuracy: 0.963, Validation Accuracy: 0.948, Loss: 0.014 Epoch 27 Batch 267/269 - Train Accuracy: 0.965, Validation Accuracy: 0.948, Loss: 0.018 Epoch 28 Batch 0/269 - Train Accuracy: 0.966, Validation Accuracy: 0.947, Loss: 0.018 Epoch 28 Batch 1/269 - Train Accuracy: 0.957, Validation Accuracy: 0.942, Loss: 0.017 Epoch 28 Batch 2/269 - Train Accuracy: 0.953, Validation Accuracy: 0.948, Loss: 0.022 Epoch 28 Batch 3/269 - Train Accuracy: 0.967, Validation Accuracy: 0.950, Loss: 0.018 Epoch 28 Batch 4/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.021 Epoch 28 Batch 5/269 - Train Accuracy: 0.954, Validation Accuracy: 0.949, Loss: 0.018 Epoch 28 Batch 6/269 - Train Accuracy: 0.964, Validation Accuracy: 0.948, Loss: 0.016 Epoch 28 Batch 7/269 - Train Accuracy: 0.959, Validation Accuracy: 0.946, Loss: 0.017 Epoch 28 Batch 8/269 - Train Accuracy: 0.962, Validation Accuracy: 0.948, Loss: 0.018 Epoch 28 Batch 9/269 - Train Accuracy: 0.952, Validation Accuracy: 0.949, Loss: 0.020 Epoch 28 Batch 10/269 - Train Accuracy: 0.964, Validation Accuracy: 0.948, Loss: 0.017 Epoch 28 Batch 11/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.020 Epoch 28 Batch 12/269 - Train Accuracy: 0.954, Validation Accuracy: 0.954, Loss: 0.021 Epoch 28 Batch 13/269 - Train Accuracy: 0.963, Validation Accuracy: 0.951, Loss: 0.016 Epoch 28 Batch 14/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.017 Epoch 28 Batch 15/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.013 Epoch 28 Batch 16/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.020 Epoch 28 Batch 17/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.016 Epoch 28 Batch 18/269 - Train Accuracy: 0.958, Validation Accuracy: 0.955, Loss: 0.018 Epoch 28 Batch 19/269 - Train Accuracy: 0.969, Validation Accuracy: 0.949, Loss: 0.015 Epoch 28 Batch 20/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.018 Epoch 28 Batch 21/269 - Train Accuracy: 0.952, Validation Accuracy: 0.948, Loss: 0.021 Epoch 28 Batch 22/269 - Train Accuracy: 0.967, Validation Accuracy: 0.946, Loss: 0.016 Epoch 28 Batch 23/269 - Train Accuracy: 0.951, Validation Accuracy: 0.947, Loss: 0.022 Epoch 28 Batch 24/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.019 Epoch 28 Batch 25/269 - Train Accuracy: 0.952, Validation Accuracy: 0.951, Loss: 0.019 Epoch 28 Batch 26/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.020 Epoch 28 Batch 27/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.017 Epoch 28 Batch 28/269 - Train Accuracy: 0.949, Validation Accuracy: 0.952, Loss: 0.020 Epoch 28 Batch 29/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.016 Epoch 28 Batch 30/269 - Train Accuracy: 0.956, Validation Accuracy: 0.953, Loss: 0.019 Epoch 28 Batch 31/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.019 Epoch 28 Batch 32/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.012 Epoch 28 Batch 33/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.016 Epoch 28 Batch 34/269 - Train Accuracy: 0.959, Validation Accuracy: 0.950, Loss: 0.017 Epoch 28 Batch 35/269 - Train Accuracy: 0.954, Validation Accuracy: 0.951, Loss: 0.027 Epoch 28 Batch 36/269 - Train Accuracy: 0.950, Validation Accuracy: 0.949, Loss: 0.018 Epoch 28 Batch 37/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.019 Epoch 28 Batch 38/269 - Train Accuracy: 0.953, Validation Accuracy: 0.946, Loss: 0.021 Epoch 28 Batch 39/269 - Train Accuracy: 0.960, Validation Accuracy: 0.945, Loss: 0.015 Epoch 28 Batch 40/269 - Train Accuracy: 0.956, Validation Accuracy: 0.946, Loss: 0.020 Epoch 28 Batch 41/269 - Train Accuracy: 0.960, Validation Accuracy: 0.944, Loss: 0.017 Epoch 28 Batch 42/269 - Train Accuracy: 0.961, Validation Accuracy: 0.947, Loss: 0.018 Epoch 28 Batch 43/269 - Train Accuracy: 0.949, Validation Accuracy: 0.947, Loss: 0.021 Epoch 28 Batch 44/269 - Train Accuracy: 0.962, Validation Accuracy: 0.942, Loss: 0.024 Epoch 28 Batch 45/269 - Train Accuracy: 0.950, Validation Accuracy: 0.941, Loss: 0.020 Epoch 28 Batch 46/269 - Train Accuracy: 0.964, Validation Accuracy: 0.945, Loss: 0.016 Epoch 28 Batch 47/269 - Train Accuracy: 0.970, Validation Accuracy: 0.946, Loss: 0.014 Epoch 28 Batch 48/269 - Train Accuracy: 0.960, Validation Accuracy: 0.944, Loss: 0.020 Epoch 28 Batch 49/269 - Train Accuracy: 0.957, Validation Accuracy: 0.944, Loss: 0.025 Epoch 28 Batch 50/269 - Train Accuracy: 0.948, Validation Accuracy: 0.948, Loss: 0.025 Epoch 28 Batch 51/269 - Train Accuracy: 0.957, Validation Accuracy: 0.948, Loss: 0.023 Epoch 28 Batch 52/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.019 Epoch 28 Batch 53/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.026 Epoch 28 Batch 54/269 - Train Accuracy: 0.959, Validation Accuracy: 0.949, Loss: 0.025 Epoch 28 Batch 55/269 - Train Accuracy: 0.952, Validation Accuracy: 0.949, Loss: 0.022 Epoch 28 Batch 56/269 - Train Accuracy: 0.951, Validation Accuracy: 0.952, Loss: 0.021 Epoch 28 Batch 57/269 - Train Accuracy: 0.960, Validation Accuracy: 0.948, Loss: 0.022 Epoch 28 Batch 58/269 - Train Accuracy: 0.957, Validation Accuracy: 0.946, Loss: 0.019 Epoch 28 Batch 59/269 - Train Accuracy: 0.968, Validation Accuracy: 0.948, Loss: 0.017 Epoch 28 Batch 60/269 - Train Accuracy: 0.955, Validation Accuracy: 0.953, Loss: 0.022 Epoch 28 Batch 61/269 - Train Accuracy: 0.948, Validation Accuracy: 0.949, Loss: 0.022 Epoch 28 Batch 62/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.023 Epoch 28 Batch 63/269 - Train Accuracy: 0.959, Validation Accuracy: 0.946, Loss: 0.022 Epoch 28 Batch 64/269 - Train Accuracy: 0.964, Validation Accuracy: 0.949, Loss: 0.017 Epoch 28 Batch 65/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.019 Epoch 28 Batch 66/269 - Train Accuracy: 0.957, Validation Accuracy: 0.942, Loss: 0.021 Epoch 28 Batch 67/269 - Train Accuracy: 0.948, Validation Accuracy: 0.938, Loss: 0.023 Epoch 28 Batch 68/269 - Train Accuracy: 0.951, Validation Accuracy: 0.944, Loss: 0.022 Epoch 28 Batch 69/269 - Train Accuracy: 0.950, Validation Accuracy: 0.945, Loss: 0.024 Epoch 28 Batch 70/269 - Train Accuracy: 0.955, Validation Accuracy: 0.947, Loss: 0.021 Epoch 28 Batch 71/269 - Train Accuracy: 0.961, Validation Accuracy: 0.947, Loss: 0.022 Epoch 28 Batch 72/269 - Train Accuracy: 0.953, Validation Accuracy: 0.946, Loss: 0.022 Epoch 28 Batch 73/269 - Train Accuracy: 0.958, Validation Accuracy: 0.945, Loss: 0.023 Epoch 28 Batch 74/269 - Train Accuracy: 0.964, Validation Accuracy: 0.945, Loss: 0.019 Epoch 28 Batch 75/269 - Train Accuracy: 0.949, Validation Accuracy: 0.943, Loss: 0.025 Epoch 28 Batch 76/269 - Train Accuracy: 0.953, Validation Accuracy: 0.943, Loss: 0.021 Epoch 28 Batch 77/269 - Train Accuracy: 0.961, Validation Accuracy: 0.939, Loss: 0.019 Epoch 28 Batch 78/269 - Train Accuracy: 0.957, Validation Accuracy: 0.942, Loss: 0.023 Epoch 28 Batch 79/269 - Train Accuracy: 0.955, Validation Accuracy: 0.944, Loss: 0.021 Epoch 28 Batch 80/269 - Train Accuracy: 0.962, Validation Accuracy: 0.946, Loss: 0.017 Epoch 28 Batch 81/269 - Train Accuracy: 0.954, Validation Accuracy: 0.945, Loss: 0.022 Epoch 28 Batch 82/269 - Train Accuracy: 0.965, Validation Accuracy: 0.945, Loss: 0.016 Epoch 28 Batch 83/269 - Train Accuracy: 0.952, Validation Accuracy: 0.941, Loss: 0.022 Epoch 28 Batch 84/269 - Train Accuracy: 0.955, Validation Accuracy: 0.946, Loss: 0.022 Epoch 28 Batch 85/269 - Train Accuracy: 0.958, Validation Accuracy: 0.947, Loss: 0.023 Epoch 28 Batch 86/269 - Train Accuracy: 0.958, Validation Accuracy: 0.947, Loss: 0.016 Epoch 28 Batch 87/269 - Train Accuracy: 0.961, Validation Accuracy: 0.947, Loss: 0.021 Epoch 28 Batch 88/269 - Train Accuracy: 0.960, Validation Accuracy: 0.950, Loss: 0.019 Epoch 28 Batch 89/269 - Train Accuracy: 0.968, Validation Accuracy: 0.950, Loss: 0.020 Epoch 28 Batch 90/269 - Train Accuracy: 0.954, Validation Accuracy: 0.952, Loss: 0.023 Epoch 28 Batch 91/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.019 Epoch 28 Batch 92/269 - Train Accuracy: 0.963, Validation Accuracy: 0.950, Loss: 0.020 Epoch 28 Batch 93/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.018 Epoch 28 Batch 94/269 - Train Accuracy: 0.955, Validation Accuracy: 0.951, Loss: 0.030 Epoch 28 Batch 95/269 - Train Accuracy: 0.958, Validation Accuracy: 0.949, Loss: 0.018 Epoch 28 Batch 96/269 - Train Accuracy: 0.952, Validation Accuracy: 0.948, Loss: 0.021 Epoch 28 Batch 97/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.023 Epoch 28 Batch 98/269 - Train Accuracy: 0.957, Validation Accuracy: 0.951, Loss: 0.026 Epoch 28 Batch 99/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.020 Epoch 28 Batch 100/269 - Train Accuracy: 0.961, Validation Accuracy: 0.947, Loss: 0.022 Epoch 28 Batch 101/269 - Train Accuracy: 0.955, Validation Accuracy: 0.947, Loss: 0.025 Epoch 28 Batch 102/269 - Train Accuracy: 0.941, Validation Accuracy: 0.948, Loss: 0.021 Epoch 28 Batch 103/269 - Train Accuracy: 0.958, Validation Accuracy: 0.948, Loss: 0.022 Epoch 28 Batch 104/269 - Train Accuracy: 0.950, Validation Accuracy: 0.951, Loss: 0.019 Epoch 28 Batch 105/269 - Train Accuracy: 0.955, Validation Accuracy: 0.945, Loss: 0.021 Epoch 28 Batch 106/269 - Train Accuracy: 0.960, Validation Accuracy: 0.946, Loss: 0.019 Epoch 28 Batch 107/269 - Train Accuracy: 0.959, Validation Accuracy: 0.946, Loss: 0.018 Epoch 28 Batch 108/269 - Train Accuracy: 0.965, Validation Accuracy: 0.944, Loss: 0.019 Epoch 28 Batch 109/269 - Train Accuracy: 0.947, Validation Accuracy: 0.946, Loss: 0.025 Epoch 28 Batch 110/269 - Train Accuracy: 0.953, Validation Accuracy: 0.944, Loss: 0.020 Epoch 28 Batch 111/269 - Train Accuracy: 0.956, Validation Accuracy: 0.943, Loss: 0.021 Epoch 28 Batch 112/269 - Train Accuracy: 0.952, Validation Accuracy: 0.943, Loss: 0.022 Epoch 28 Batch 113/269 - Train Accuracy: 0.958, Validation Accuracy: 0.941, Loss: 0.021 Epoch 28 Batch 114/269 - Train Accuracy: 0.952, Validation Accuracy: 0.942, Loss: 0.021 Epoch 28 Batch 115/269 - Train Accuracy: 0.954, Validation Accuracy: 0.941, Loss: 0.021 Epoch 28 Batch 116/269 - Train Accuracy: 0.961, Validation Accuracy: 0.941, Loss: 0.018 Epoch 28 Batch 117/269 - Train Accuracy: 0.961, Validation Accuracy: 0.946, Loss: 0.018 Epoch 28 Batch 118/269 - Train Accuracy: 0.963, Validation Accuracy: 0.949, Loss: 0.016 Epoch 28 Batch 119/269 - Train Accuracy: 0.957, Validation Accuracy: 0.950, Loss: 0.021 Epoch 28 Batch 120/269 - Train Accuracy: 0.953, Validation Accuracy: 0.952, Loss: 0.019 Epoch 28 Batch 121/269 - Train Accuracy: 0.965, Validation Accuracy: 0.951, Loss: 0.016 Epoch 28 Batch 122/269 - Train Accuracy: 0.948, Validation Accuracy: 0.952, Loss: 0.022 Epoch 28 Batch 123/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.022 Epoch 28 Batch 124/269 - Train Accuracy: 0.968, Validation Accuracy: 0.953, Loss: 0.017 Epoch 28 Batch 125/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.016 Epoch 28 Batch 126/269 - Train Accuracy: 0.948, Validation Accuracy: 0.955, Loss: 0.019 Epoch 28 Batch 127/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.021 Epoch 28 Batch 128/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.018 Epoch 28 Batch 129/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.019 Epoch 28 Batch 130/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.023 Epoch 28 Batch 131/269 - Train Accuracy: 0.949, Validation Accuracy: 0.953, Loss: 0.022 Epoch 28 Batch 132/269 - Train Accuracy: 0.948, Validation Accuracy: 0.955, Loss: 0.022 Epoch 28 Batch 133/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.020 Epoch 28 Batch 134/269 - Train Accuracy: 0.953, Validation Accuracy: 0.956, Loss: 0.021 Epoch 28 Batch 135/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.017 Epoch 28 Batch 136/269 - Train Accuracy: 0.950, Validation Accuracy: 0.951, Loss: 0.024 Epoch 28 Batch 137/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.021 Epoch 28 Batch 138/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.017 Epoch 28 Batch 139/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.016 Epoch 28 Batch 140/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.022 Epoch 28 Batch 141/269 - Train Accuracy: 0.952, Validation Accuracy: 0.960, Loss: 0.026 Epoch 28 Batch 142/269 - Train Accuracy: 0.954, Validation Accuracy: 0.957, Loss: 0.019 Epoch 28 Batch 143/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.018 Epoch 28 Batch 144/269 - Train Accuracy: 0.956, Validation Accuracy: 0.953, Loss: 0.018 Epoch 28 Batch 145/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.018 Epoch 28 Batch 146/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.016 Epoch 28 Batch 147/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.021 Epoch 28 Batch 148/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.018 Epoch 28 Batch 149/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.021 Epoch 28 Batch 150/269 - Train Accuracy: 0.959, Validation Accuracy: 0.952, Loss: 0.021 Epoch 28 Batch 151/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.021 Epoch 28 Batch 152/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.019 Epoch 28 Batch 153/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.016 Epoch 28 Batch 154/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.017 Epoch 28 Batch 155/269 - Train Accuracy: 0.957, Validation Accuracy: 0.951, Loss: 0.018 Epoch 28 Batch 156/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.022 Epoch 28 Batch 157/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.020 Epoch 28 Batch 158/269 - Train Accuracy: 0.956, Validation Accuracy: 0.955, Loss: 0.019 Epoch 28 Batch 159/269 - Train Accuracy: 0.956, Validation Accuracy: 0.958, Loss: 0.017 Epoch 28 Batch 160/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.020 Epoch 28 Batch 161/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.019 Epoch 28 Batch 162/269 - Train Accuracy: 0.962, Validation Accuracy: 0.948, Loss: 0.020 Epoch 28 Batch 163/269 - Train Accuracy: 0.968, Validation Accuracy: 0.949, Loss: 0.019 Epoch 28 Batch 164/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.021 Epoch 28 Batch 165/269 - Train Accuracy: 0.966, Validation Accuracy: 0.948, Loss: 0.017 Epoch 28 Batch 166/269 - Train Accuracy: 0.956, Validation Accuracy: 0.952, Loss: 0.019 Epoch 28 Batch 167/269 - Train Accuracy: 0.956, Validation Accuracy: 0.955, Loss: 0.019 Epoch 28 Batch 168/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.019 Epoch 28 Batch 169/269 - Train Accuracy: 0.946, Validation Accuracy: 0.950, Loss: 0.018 Epoch 28 Batch 170/269 - Train Accuracy: 0.953, Validation Accuracy: 0.949, Loss: 0.021 Epoch 28 Batch 171/269 - Train Accuracy: 0.958, Validation Accuracy: 0.946, Loss: 0.019 Epoch 28 Batch 172/269 - Train Accuracy: 0.966, Validation Accuracy: 0.947, Loss: 0.020 Epoch 28 Batch 173/269 - Train Accuracy: 0.952, Validation Accuracy: 0.949, Loss: 0.018 Epoch 28 Batch 174/269 - Train Accuracy: 0.961, Validation Accuracy: 0.946, Loss: 0.019 Epoch 28 Batch 175/269 - Train Accuracy: 0.949, Validation Accuracy: 0.947, Loss: 0.027 Epoch 28 Batch 176/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.021 Epoch 28 Batch 177/269 - Train Accuracy: 0.965, Validation Accuracy: 0.952, Loss: 0.015 Epoch 28 Batch 178/269 - Train Accuracy: 0.963, Validation Accuracy: 0.948, Loss: 0.020 Epoch 28 Batch 179/269 - Train Accuracy: 0.956, Validation Accuracy: 0.947, Loss: 0.019 Epoch 28 Batch 180/269 - Train Accuracy: 0.954, Validation Accuracy: 0.949, Loss: 0.023 Epoch 28 Batch 181/269 - Train Accuracy: 0.956, Validation Accuracy: 0.946, Loss: 0.020 Epoch 28 Batch 182/269 - Train Accuracy: 0.957, Validation Accuracy: 0.948, Loss: 0.020 Epoch 28 Batch 183/269 - Train Accuracy: 0.965, Validation Accuracy: 0.947, Loss: 0.014 Epoch 28 Batch 184/269 - Train Accuracy: 0.955, Validation Accuracy: 0.945, Loss: 0.021 Epoch 28 Batch 185/269 - Train Accuracy: 0.967, Validation Accuracy: 0.945, Loss: 0.020 Epoch 28 Batch 186/269 - Train Accuracy: 0.959, Validation Accuracy: 0.946, Loss: 0.017 Epoch 28 Batch 187/269 - Train Accuracy: 0.959, Validation Accuracy: 0.943, Loss: 0.023 Epoch 28 Batch 188/269 - Train Accuracy: 0.966, Validation Accuracy: 0.943, Loss: 0.017 Epoch 28 Batch 189/269 - Train Accuracy: 0.958, Validation Accuracy: 0.945, Loss: 0.020 Epoch 28 Batch 190/269 - Train Accuracy: 0.953, Validation Accuracy: 0.946, Loss: 0.019 Epoch 28 Batch 191/269 - Train Accuracy: 0.963, Validation Accuracy: 0.944, Loss: 0.020 Epoch 28 Batch 192/269 - Train Accuracy: 0.967, Validation Accuracy: 0.945, Loss: 0.018 Epoch 28 Batch 193/269 - Train Accuracy: 0.956, Validation Accuracy: 0.943, Loss: 0.019 Epoch 28 Batch 194/269 - Train Accuracy: 0.957, Validation Accuracy: 0.947, Loss: 0.019 Epoch 28 Batch 195/269 - Train Accuracy: 0.957, Validation Accuracy: 0.946, Loss: 0.018 Epoch 28 Batch 196/269 - Train Accuracy: 0.946, Validation Accuracy: 0.944, Loss: 0.022 Epoch 28 Batch 197/269 - Train Accuracy: 0.960, Validation Accuracy: 0.942, Loss: 0.022 Epoch 28 Batch 198/269 - Train Accuracy: 0.956, Validation Accuracy: 0.944, Loss: 0.024 Epoch 28 Batch 199/269 - Train Accuracy: 0.961, Validation Accuracy: 0.944, Loss: 0.019 Epoch 28 Batch 200/269 - Train Accuracy: 0.972, Validation Accuracy: 0.946, Loss: 0.020 Epoch 28 Batch 201/269 - Train Accuracy: 0.957, Validation Accuracy: 0.942, Loss: 0.020 Epoch 28 Batch 202/269 - Train Accuracy: 0.960, Validation Accuracy: 0.944, Loss: 0.020 Epoch 28 Batch 203/269 - Train Accuracy: 0.960, Validation Accuracy: 0.945, Loss: 0.022 Epoch 28 Batch 204/269 - Train Accuracy: 0.961, Validation Accuracy: 0.943, Loss: 0.017 Epoch 28 Batch 205/269 - Train Accuracy: 0.963, Validation Accuracy: 0.940, Loss: 0.018 Epoch 28 Batch 206/269 - Train Accuracy: 0.954, Validation Accuracy: 0.942, Loss: 0.024 Epoch 28 Batch 207/269 - Train Accuracy: 0.955, Validation Accuracy: 0.939, Loss: 0.018 Epoch 28 Batch 208/269 - Train Accuracy: 0.958, Validation Accuracy: 0.944, Loss: 0.018 Epoch 28 Batch 209/269 - Train Accuracy: 0.960, Validation Accuracy: 0.945, Loss: 0.024 Epoch 28 Batch 210/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.019 Epoch 28 Batch 211/269 - Train Accuracy: 0.959, Validation Accuracy: 0.949, Loss: 0.022 Epoch 28 Batch 212/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.024 Epoch 28 Batch 213/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.018 Epoch 28 Batch 214/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.020 Epoch 28 Batch 215/269 - Train Accuracy: 0.950, Validation Accuracy: 0.952, Loss: 0.020 Epoch 28 Batch 216/269 - Train Accuracy: 0.954, Validation Accuracy: 0.949, Loss: 0.027 Epoch 28 Batch 217/269 - Train Accuracy: 0.946, Validation Accuracy: 0.953, Loss: 0.021 Epoch 28 Batch 218/269 - Train Accuracy: 0.965, Validation Accuracy: 0.950, Loss: 0.017 Epoch 28 Batch 219/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.021 Epoch 28 Batch 220/269 - Train Accuracy: 0.953, Validation Accuracy: 0.952, Loss: 0.016 Epoch 28 Batch 221/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.020 Epoch 28 Batch 222/269 - Train Accuracy: 0.964, Validation Accuracy: 0.948, Loss: 0.019 Epoch 28 Batch 223/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.017 Epoch 28 Batch 224/269 - Train Accuracy: 0.953, Validation Accuracy: 0.954, Loss: 0.023 Epoch 28 Batch 225/269 - Train Accuracy: 0.950, Validation Accuracy: 0.955, Loss: 0.018 Epoch 28 Batch 226/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.022 Epoch 28 Batch 227/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.020 Epoch 28 Batch 228/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.016 Epoch 28 Batch 229/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.017 Epoch 28 Batch 230/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.014 Epoch 28 Batch 231/269 - Train Accuracy: 0.948, Validation Accuracy: 0.957, Loss: 0.020 Epoch 28 Batch 232/269 - Train Accuracy: 0.952, Validation Accuracy: 0.954, Loss: 0.021 Epoch 28 Batch 233/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.019 Epoch 28 Batch 234/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.018 Epoch 28 Batch 235/269 - Train Accuracy: 0.970, Validation Accuracy: 0.950, Loss: 0.014 Epoch 28 Batch 236/269 - Train Accuracy: 0.955, Validation Accuracy: 0.951, Loss: 0.016 Epoch 28 Batch 237/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.017 Epoch 28 Batch 238/269 - Train Accuracy: 0.963, Validation Accuracy: 0.950, Loss: 0.019 Epoch 28 Batch 239/269 - Train Accuracy: 0.959, Validation Accuracy: 0.948, Loss: 0.020 Epoch 28 Batch 240/269 - Train Accuracy: 0.964, Validation Accuracy: 0.948, Loss: 0.018 Epoch 28 Batch 241/269 - Train Accuracy: 0.944, Validation Accuracy: 0.950, Loss: 0.023 Epoch 28 Batch 242/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.018 Epoch 28 Batch 243/269 - Train Accuracy: 0.968, Validation Accuracy: 0.950, Loss: 0.016 Epoch 28 Batch 244/269 - Train Accuracy: 0.958, Validation Accuracy: 0.949, Loss: 0.017 Epoch 28 Batch 245/269 - Train Accuracy: 0.951, Validation Accuracy: 0.951, Loss: 0.018 Epoch 28 Batch 246/269 - Train Accuracy: 0.953, Validation Accuracy: 0.955, Loss: 0.020 Epoch 28 Batch 247/269 - Train Accuracy: 0.957, Validation Accuracy: 0.958, Loss: 0.020 Epoch 28 Batch 248/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.016 Epoch 28 Batch 249/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.019 Epoch 28 Batch 250/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.022 Epoch 28 Batch 251/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.017 Epoch 28 Batch 252/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.015 Epoch 28 Batch 253/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.017 Epoch 28 Batch 254/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.017 Epoch 28 Batch 255/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.017 Epoch 28 Batch 256/269 - Train Accuracy: 0.951, Validation Accuracy: 0.953, Loss: 0.018 Epoch 28 Batch 257/269 - Train Accuracy: 0.946, Validation Accuracy: 0.952, Loss: 0.022 Epoch 28 Batch 258/269 - Train Accuracy: 0.957, Validation Accuracy: 0.951, Loss: 0.017 Epoch 28 Batch 259/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.019 Epoch 28 Batch 260/269 - Train Accuracy: 0.963, Validation Accuracy: 0.943, Loss: 0.020 Epoch 28 Batch 261/269 - Train Accuracy: 0.966, Validation Accuracy: 0.945, Loss: 0.016 Epoch 28 Batch 262/269 - Train Accuracy: 0.961, Validation Accuracy: 0.943, Loss: 0.018 Epoch 28 Batch 263/269 - Train Accuracy: 0.958, Validation Accuracy: 0.947, Loss: 0.017 Epoch 28 Batch 264/269 - Train Accuracy: 0.952, Validation Accuracy: 0.948, Loss: 0.021 Epoch 28 Batch 265/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.019 Epoch 28 Batch 266/269 - Train Accuracy: 0.961, Validation Accuracy: 0.947, Loss: 0.015 Epoch 28 Batch 267/269 - Train Accuracy: 0.967, Validation Accuracy: 0.951, Loss: 0.019 Epoch 29 Batch 0/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.017 Epoch 29 Batch 1/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.018 Epoch 29 Batch 2/269 - Train Accuracy: 0.956, Validation Accuracy: 0.956, Loss: 0.020 Epoch 29 Batch 3/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.016 Epoch 29 Batch 4/269 - Train Accuracy: 0.957, Validation Accuracy: 0.958, Loss: 0.019 Epoch 29 Batch 5/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.017 Epoch 29 Batch 6/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.017 Epoch 29 Batch 7/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.015 Epoch 29 Batch 8/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.018 Epoch 29 Batch 9/269 - Train Accuracy: 0.952, Validation Accuracy: 0.955, Loss: 0.018 Epoch 29 Batch 10/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.015 Epoch 29 Batch 11/269 - Train Accuracy: 0.959, Validation Accuracy: 0.949, Loss: 0.018 Epoch 29 Batch 12/269 - Train Accuracy: 0.951, Validation Accuracy: 0.952, Loss: 0.021 Epoch 29 Batch 13/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.014 Epoch 29 Batch 14/269 - Train Accuracy: 0.957, Validation Accuracy: 0.949, Loss: 0.016 Epoch 29 Batch 15/269 - Train Accuracy: 0.963, Validation Accuracy: 0.948, Loss: 0.013 Epoch 29 Batch 16/269 - Train Accuracy: 0.956, Validation Accuracy: 0.951, Loss: 0.023 Epoch 29 Batch 17/269 - Train Accuracy: 0.960, Validation Accuracy: 0.947, Loss: 0.017 Epoch 29 Batch 18/269 - Train Accuracy: 0.958, Validation Accuracy: 0.949, Loss: 0.019 Epoch 29 Batch 19/269 - Train Accuracy: 0.963, Validation Accuracy: 0.950, Loss: 0.014 Epoch 29 Batch 20/269 - Train Accuracy: 0.964, Validation Accuracy: 0.951, Loss: 0.016 Epoch 29 Batch 21/269 - Train Accuracy: 0.950, Validation Accuracy: 0.953, Loss: 0.021 Epoch 29 Batch 22/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.020 Epoch 29 Batch 23/269 - Train Accuracy: 0.950, Validation Accuracy: 0.954, Loss: 0.022 Epoch 29 Batch 24/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.018 Epoch 29 Batch 25/269 - Train Accuracy: 0.955, Validation Accuracy: 0.959, Loss: 0.020 Epoch 29 Batch 26/269 - Train Accuracy: 0.957, Validation Accuracy: 0.957, Loss: 0.016 Epoch 29 Batch 27/269 - Train Accuracy: 0.954, Validation Accuracy: 0.958, Loss: 0.017 Epoch 29 Batch 28/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.016 Epoch 29 Batch 29/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.017 Epoch 29 Batch 30/269 - Train Accuracy: 0.956, Validation Accuracy: 0.954, Loss: 0.019 Epoch 29 Batch 31/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.015 Epoch 29 Batch 32/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.011 Epoch 29 Batch 33/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.015 Epoch 29 Batch 34/269 - Train Accuracy: 0.958, Validation Accuracy: 0.955, Loss: 0.015 Epoch 29 Batch 35/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.021 Epoch 29 Batch 36/269 - Train Accuracy: 0.958, Validation Accuracy: 0.955, Loss: 0.017 Epoch 29 Batch 37/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.016 Epoch 29 Batch 38/269 - Train Accuracy: 0.953, Validation Accuracy: 0.955, Loss: 0.018 Epoch 29 Batch 39/269 - Train Accuracy: 0.973, Validation Accuracy: 0.954, Loss: 0.013 Epoch 29 Batch 40/269 - Train Accuracy: 0.954, Validation Accuracy: 0.953, Loss: 0.019 Epoch 29 Batch 41/269 - Train Accuracy: 0.960, Validation Accuracy: 0.950, Loss: 0.016 Epoch 29 Batch 42/269 - Train Accuracy: 0.965, Validation Accuracy: 0.949, Loss: 0.016 Epoch 29 Batch 43/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.018 Epoch 29 Batch 44/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.020 Epoch 29 Batch 45/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.017 Epoch 29 Batch 46/269 - Train Accuracy: 0.963, Validation Accuracy: 0.951, Loss: 0.013 Epoch 29 Batch 47/269 - Train Accuracy: 0.971, Validation Accuracy: 0.948, Loss: 0.013 Epoch 29 Batch 48/269 - Train Accuracy: 0.958, Validation Accuracy: 0.951, Loss: 0.017 Epoch 29 Batch 49/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.017 Epoch 29 Batch 50/269 - Train Accuracy: 0.955, Validation Accuracy: 0.953, Loss: 0.023 Epoch 29 Batch 51/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.017 Epoch 29 Batch 52/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.016 Epoch 29 Batch 53/269 - Train Accuracy: 0.963, Validation Accuracy: 0.947, Loss: 0.016 Epoch 29 Batch 54/269 - Train Accuracy: 0.964, Validation Accuracy: 0.948, Loss: 0.016 Epoch 29 Batch 55/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.017 Epoch 29 Batch 56/269 - Train Accuracy: 0.951, Validation Accuracy: 0.952, Loss: 0.019 Epoch 29 Batch 57/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.019 Epoch 29 Batch 58/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.016 Epoch 29 Batch 59/269 - Train Accuracy: 0.971, Validation Accuracy: 0.952, Loss: 0.013 Epoch 29 Batch 60/269 - Train Accuracy: 0.954, Validation Accuracy: 0.953, Loss: 0.020 Epoch 29 Batch 61/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.016 Epoch 29 Batch 62/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.017 Epoch 29 Batch 63/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.020 Epoch 29 Batch 64/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.016 Epoch 29 Batch 65/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.015 Epoch 29 Batch 66/269 - Train Accuracy: 0.957, Validation Accuracy: 0.949, Loss: 0.016 Epoch 29 Batch 67/269 - Train Accuracy: 0.953, Validation Accuracy: 0.947, Loss: 0.021 Epoch 29 Batch 68/269 - Train Accuracy: 0.950, Validation Accuracy: 0.948, Loss: 0.021 Epoch 29 Batch 69/269 - Train Accuracy: 0.951, Validation Accuracy: 0.952, Loss: 0.021 Epoch 29 Batch 70/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.016 Epoch 29 Batch 71/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.021 Epoch 29 Batch 72/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.018 Epoch 29 Batch 73/269 - Train Accuracy: 0.959, Validation Accuracy: 0.952, Loss: 0.017 Epoch 29 Batch 74/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.017 Epoch 29 Batch 75/269 - Train Accuracy: 0.955, Validation Accuracy: 0.952, Loss: 0.018 Epoch 29 Batch 76/269 - Train Accuracy: 0.959, Validation Accuracy: 0.949, Loss: 0.016 Epoch 29 Batch 77/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.016 Epoch 29 Batch 78/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.017 Epoch 29 Batch 79/269 - Train Accuracy: 0.949, Validation Accuracy: 0.951, Loss: 0.019 Epoch 29 Batch 80/269 - Train Accuracy: 0.967, Validation Accuracy: 0.948, Loss: 0.015 Epoch 29 Batch 81/269 - Train Accuracy: 0.963, Validation Accuracy: 0.950, Loss: 0.019 Epoch 29 Batch 82/269 - Train Accuracy: 0.966, Validation Accuracy: 0.949, Loss: 0.013 Epoch 29 Batch 83/269 - Train Accuracy: 0.959, Validation Accuracy: 0.947, Loss: 0.021 Epoch 29 Batch 84/269 - Train Accuracy: 0.951, Validation Accuracy: 0.945, Loss: 0.015 Epoch 29 Batch 85/269 - Train Accuracy: 0.950, Validation Accuracy: 0.948, Loss: 0.017 Epoch 29 Batch 86/269 - Train Accuracy: 0.962, Validation Accuracy: 0.949, Loss: 0.016 Epoch 29 Batch 87/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.017 Epoch 29 Batch 88/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.016 Epoch 29 Batch 89/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.015 Epoch 29 Batch 90/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.015 Epoch 29 Batch 91/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.014 Epoch 29 Batch 92/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.017 Epoch 29 Batch 93/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.015 Epoch 29 Batch 94/269 - Train Accuracy: 0.953, Validation Accuracy: 0.954, Loss: 0.025 Epoch 29 Batch 95/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.015 Epoch 29 Batch 96/269 - Train Accuracy: 0.958, Validation Accuracy: 0.955, Loss: 0.019 Epoch 29 Batch 97/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.017 Epoch 29 Batch 98/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.017 Epoch 29 Batch 99/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.016 Epoch 29 Batch 100/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.018 Epoch 29 Batch 101/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.020 Epoch 29 Batch 102/269 - Train Accuracy: 0.950, Validation Accuracy: 0.950, Loss: 0.014 Epoch 29 Batch 103/269 - Train Accuracy: 0.962, Validation Accuracy: 0.947, Loss: 0.017 Epoch 29 Batch 104/269 - Train Accuracy: 0.956, Validation Accuracy: 0.946, Loss: 0.015 Epoch 29 Batch 105/269 - Train Accuracy: 0.944, Validation Accuracy: 0.952, Loss: 0.019 Epoch 29 Batch 106/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.016 Epoch 29 Batch 107/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.016 Epoch 29 Batch 108/269 - Train Accuracy: 0.960, Validation Accuracy: 0.950, Loss: 0.017 Epoch 29 Batch 109/269 - Train Accuracy: 0.955, Validation Accuracy: 0.951, Loss: 0.018 Epoch 29 Batch 110/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.016 Epoch 29 Batch 111/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.015 Epoch 29 Batch 112/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.016 Epoch 29 Batch 113/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.018 Epoch 29 Batch 114/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.016 Epoch 29 Batch 115/269 - Train Accuracy: 0.957, Validation Accuracy: 0.952, Loss: 0.018 Epoch 29 Batch 116/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.015 Epoch 29 Batch 117/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.016 Epoch 29 Batch 118/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.014 Epoch 29 Batch 119/269 - Train Accuracy: 0.955, Validation Accuracy: 0.948, Loss: 0.020 Epoch 29 Batch 120/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.016 Epoch 29 Batch 121/269 - Train Accuracy: 0.965, Validation Accuracy: 0.950, Loss: 0.013 Epoch 29 Batch 122/269 - Train Accuracy: 0.955, Validation Accuracy: 0.952, Loss: 0.019 Epoch 29 Batch 123/269 - Train Accuracy: 0.950, Validation Accuracy: 0.954, Loss: 0.020 Epoch 29 Batch 124/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.016 Epoch 29 Batch 125/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.017 Epoch 29 Batch 126/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.017 Epoch 29 Batch 127/269 - Train Accuracy: 0.956, Validation Accuracy: 0.953, Loss: 0.018 Epoch 29 Batch 128/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.021 Epoch 29 Batch 129/269 - Train Accuracy: 0.949, Validation Accuracy: 0.953, Loss: 0.019 Epoch 29 Batch 130/269 - Train Accuracy: 0.950, Validation Accuracy: 0.954, Loss: 0.021 Epoch 29 Batch 131/269 - Train Accuracy: 0.956, Validation Accuracy: 0.956, Loss: 0.020 Epoch 29 Batch 132/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.021 Epoch 29 Batch 133/269 - Train Accuracy: 0.948, Validation Accuracy: 0.951, Loss: 0.018 Epoch 29 Batch 134/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.018 Epoch 29 Batch 135/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.017 Epoch 29 Batch 136/269 - Train Accuracy: 0.950, Validation Accuracy: 0.950, Loss: 0.018 Epoch 29 Batch 137/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.019 Epoch 29 Batch 138/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.016 Epoch 29 Batch 139/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.014 Epoch 29 Batch 140/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.016 Epoch 29 Batch 141/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.020 Epoch 29 Batch 142/269 - Train Accuracy: 0.951, Validation Accuracy: 0.957, Loss: 0.018 Epoch 29 Batch 143/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.015 Epoch 29 Batch 144/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.016 Epoch 29 Batch 145/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.014 Epoch 29 Batch 146/269 - Train Accuracy: 0.958, Validation Accuracy: 0.959, Loss: 0.016 Epoch 29 Batch 147/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.019 Epoch 29 Batch 148/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.018 Epoch 29 Batch 149/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.022 Epoch 29 Batch 150/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.017 Epoch 29 Batch 151/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.018 Epoch 29 Batch 152/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.018 Epoch 29 Batch 153/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.013 Epoch 29 Batch 154/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.018 Epoch 29 Batch 155/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.017 Epoch 29 Batch 156/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.017 Epoch 29 Batch 157/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.015 Epoch 29 Batch 158/269 - Train Accuracy: 0.956, Validation Accuracy: 0.955, Loss: 0.017 Epoch 29 Batch 159/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.016 Epoch 29 Batch 160/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.016 Epoch 29 Batch 161/269 - Train Accuracy: 0.965, Validation Accuracy: 0.952, Loss: 0.014 Epoch 29 Batch 162/269 - Train Accuracy: 0.967, Validation Accuracy: 0.952, Loss: 0.017 Epoch 29 Batch 163/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.015 Epoch 29 Batch 164/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.019 Epoch 29 Batch 165/269 - Train Accuracy: 0.971, Validation Accuracy: 0.954, Loss: 0.016 Epoch 29 Batch 166/269 - Train Accuracy: 0.964, Validation Accuracy: 0.949, Loss: 0.017 Epoch 29 Batch 167/269 - Train Accuracy: 0.957, Validation Accuracy: 0.946, Loss: 0.019 Epoch 29 Batch 168/269 - Train Accuracy: 0.963, Validation Accuracy: 0.949, Loss: 0.019 Epoch 29 Batch 169/269 - Train Accuracy: 0.951, Validation Accuracy: 0.955, Loss: 0.017 Epoch 29 Batch 170/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.018 Epoch 29 Batch 171/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.024 Epoch 29 Batch 172/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.018 Epoch 29 Batch 173/269 - Train Accuracy: 0.951, Validation Accuracy: 0.951, Loss: 0.018 Epoch 29 Batch 174/269 - Train Accuracy: 0.958, Validation Accuracy: 0.946, Loss: 0.020 Epoch 29 Batch 175/269 - Train Accuracy: 0.953, Validation Accuracy: 0.949, Loss: 0.026 Epoch 29 Batch 176/269 - Train Accuracy: 0.961, Validation Accuracy: 0.950, Loss: 0.017 Epoch 29 Batch 177/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.014 Epoch 29 Batch 178/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.019 Epoch 29 Batch 179/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.015 Epoch 29 Batch 180/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.018 Epoch 29 Batch 181/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.017 Epoch 29 Batch 182/269 - Train Accuracy: 0.958, Validation Accuracy: 0.955, Loss: 0.016 Epoch 29 Batch 183/269 - Train Accuracy: 0.969, Validation Accuracy: 0.952, Loss: 0.013 Epoch 29 Batch 184/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.016 Epoch 29 Batch 185/269 - Train Accuracy: 0.967, Validation Accuracy: 0.951, Loss: 0.018 Epoch 29 Batch 186/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.013 Epoch 29 Batch 187/269 - Train Accuracy: 0.957, Validation Accuracy: 0.948, Loss: 0.018 Epoch 29 Batch 188/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.017 Epoch 29 Batch 189/269 - Train Accuracy: 0.963, Validation Accuracy: 0.950, Loss: 0.015 Epoch 29 Batch 190/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.018 Epoch 29 Batch 191/269 - Train Accuracy: 0.965, Validation Accuracy: 0.950, Loss: 0.018 Epoch 29 Batch 192/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.016 Epoch 29 Batch 193/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.016 Epoch 29 Batch 194/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.015 Epoch 29 Batch 195/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.016 Epoch 29 Batch 196/269 - Train Accuracy: 0.964, Validation Accuracy: 0.947, Loss: 0.016 Epoch 29 Batch 197/269 - Train Accuracy: 0.955, Validation Accuracy: 0.947, Loss: 0.018 Epoch 29 Batch 198/269 - Train Accuracy: 0.960, Validation Accuracy: 0.947, Loss: 0.019 Epoch 29 Batch 199/269 - Train Accuracy: 0.967, Validation Accuracy: 0.950, Loss: 0.020 Epoch 29 Batch 200/269 - Train Accuracy: 0.971, Validation Accuracy: 0.949, Loss: 0.017 Epoch 29 Batch 201/269 - Train Accuracy: 0.963, Validation Accuracy: 0.951, Loss: 0.019 Epoch 29 Batch 202/269 - Train Accuracy: 0.956, Validation Accuracy: 0.951, Loss: 0.019 Epoch 29 Batch 203/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.024 Epoch 29 Batch 204/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.019 Epoch 29 Batch 205/269 - Train Accuracy: 0.970, Validation Accuracy: 0.949, Loss: 0.020 Epoch 29 Batch 206/269 - Train Accuracy: 0.955, Validation Accuracy: 0.952, Loss: 0.020 Epoch 29 Batch 207/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.019 Epoch 29 Batch 208/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.020 Epoch 29 Batch 209/269 - Train Accuracy: 0.953, Validation Accuracy: 0.953, Loss: 0.020 Epoch 29 Batch 210/269 - Train Accuracy: 0.961, Validation Accuracy: 0.950, Loss: 0.019 Epoch 29 Batch 211/269 - Train Accuracy: 0.966, Validation Accuracy: 0.949, Loss: 0.018 Epoch 29 Batch 212/269 - Train Accuracy: 0.963, Validation Accuracy: 0.946, Loss: 0.022 Epoch 29 Batch 213/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.020 Epoch 29 Batch 214/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.019 Epoch 29 Batch 215/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.020 Epoch 29 Batch 216/269 - Train Accuracy: 0.942, Validation Accuracy: 0.952, Loss: 0.029 Epoch 29 Batch 217/269 - Train Accuracy: 0.953, Validation Accuracy: 0.951, Loss: 0.020 Epoch 29 Batch 218/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.017 Epoch 29 Batch 219/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.019 Epoch 29 Batch 220/269 - Train Accuracy: 0.959, Validation Accuracy: 0.949, Loss: 0.019 Epoch 29 Batch 221/269 - Train Accuracy: 0.961, Validation Accuracy: 0.945, Loss: 0.020 Epoch 29 Batch 222/269 - Train Accuracy: 0.970, Validation Accuracy: 0.944, Loss: 0.019 Epoch 29 Batch 223/269 - Train Accuracy: 0.961, Validation Accuracy: 0.945, Loss: 0.017 Epoch 29 Batch 224/269 - Train Accuracy: 0.957, Validation Accuracy: 0.948, Loss: 0.025 Epoch 29 Batch 225/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.019 Epoch 29 Batch 226/269 - Train Accuracy: 0.959, Validation Accuracy: 0.947, Loss: 0.019 Epoch 29 Batch 227/269 - Train Accuracy: 0.959, Validation Accuracy: 0.948, Loss: 0.019 Epoch 29 Batch 228/269 - Train Accuracy: 0.970, Validation Accuracy: 0.951, Loss: 0.019 Epoch 29 Batch 229/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.016 Epoch 29 Batch 230/269 - Train Accuracy: 0.957, Validation Accuracy: 0.951, Loss: 0.017 Epoch 29 Batch 231/269 - Train Accuracy: 0.956, Validation Accuracy: 0.955, Loss: 0.020 Epoch 29 Batch 232/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.018 Epoch 29 Batch 233/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.019 Epoch 29 Batch 234/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.017 Epoch 29 Batch 235/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.013 Epoch 29 Batch 236/269 - Train Accuracy: 0.954, Validation Accuracy: 0.954, Loss: 0.016 Epoch 29 Batch 237/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.016 Epoch 29 Batch 238/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.020 Epoch 29 Batch 239/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.017 Epoch 29 Batch 240/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.018 Epoch 29 Batch 241/269 - Train Accuracy: 0.955, Validation Accuracy: 0.953, Loss: 0.020 Epoch 29 Batch 242/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.017 Epoch 29 Batch 243/269 - Train Accuracy: 0.967, Validation Accuracy: 0.950, Loss: 0.014 Epoch 29 Batch 244/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.019 Epoch 29 Batch 245/269 - Train Accuracy: 0.956, Validation Accuracy: 0.952, Loss: 0.019 Epoch 29 Batch 246/269 - Train Accuracy: 0.950, Validation Accuracy: 0.953, Loss: 0.019 Epoch 29 Batch 247/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.022 Epoch 29 Batch 248/269 - Train Accuracy: 0.958, Validation Accuracy: 0.955, Loss: 0.018 Epoch 29 Batch 249/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.018 Epoch 29 Batch 250/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.021 Epoch 29 Batch 251/269 - Train Accuracy: 0.958, Validation Accuracy: 0.946, Loss: 0.017 Epoch 29 Batch 252/269 - Train Accuracy: 0.954, Validation Accuracy: 0.948, Loss: 0.015 Epoch 29 Batch 253/269 - Train Accuracy: 0.962, Validation Accuracy: 0.948, Loss: 0.017 Epoch 29 Batch 254/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.019 Epoch 29 Batch 255/269 - Train Accuracy: 0.955, Validation Accuracy: 0.951, Loss: 0.019 Epoch 29 Batch 256/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.016 Epoch 29 Batch 257/269 - Train Accuracy: 0.950, Validation Accuracy: 0.952, Loss: 0.022 Epoch 29 Batch 258/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.016 Epoch 29 Batch 259/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.018 Epoch 29 Batch 260/269 - Train Accuracy: 0.954, Validation Accuracy: 0.947, Loss: 0.021 Epoch 29 Batch 261/269 - Train Accuracy: 0.965, Validation Accuracy: 0.950, Loss: 0.016 Epoch 29 Batch 262/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.019 Epoch 29 Batch 263/269 - Train Accuracy: 0.966, Validation Accuracy: 0.947, Loss: 0.017 Epoch 29 Batch 264/269 - Train Accuracy: 0.955, Validation Accuracy: 0.947, Loss: 0.018 Epoch 29 Batch 265/269 - Train Accuracy: 0.964, Validation Accuracy: 0.947, Loss: 0.016 Epoch 29 Batch 266/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.014 Epoch 29 Batch 267/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.018 Epoch 30 Batch 0/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.017 Epoch 30 Batch 1/269 - Train Accuracy: 0.958, Validation Accuracy: 0.955, Loss: 0.017 Epoch 30 Batch 2/269 - Train Accuracy: 0.946, Validation Accuracy: 0.951, Loss: 0.017 Epoch 30 Batch 3/269 - Train Accuracy: 0.969, Validation Accuracy: 0.950, Loss: 0.015 Epoch 30 Batch 4/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.018 Epoch 30 Batch 5/269 - Train Accuracy: 0.954, Validation Accuracy: 0.952, Loss: 0.019 Epoch 30 Batch 6/269 - Train Accuracy: 0.966, Validation Accuracy: 0.950, Loss: 0.016 Epoch 30 Batch 7/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.015 Epoch 30 Batch 8/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.020 Epoch 30 Batch 9/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.020 Epoch 30 Batch 10/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.014 Epoch 30 Batch 11/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.019 Epoch 30 Batch 12/269 - Train Accuracy: 0.943, Validation Accuracy: 0.951, Loss: 0.022 Epoch 30 Batch 13/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.018 Epoch 30 Batch 14/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.016 Epoch 30 Batch 15/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.015 Epoch 30 Batch 16/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.018 Epoch 30 Batch 17/269 - Train Accuracy: 0.965, Validation Accuracy: 0.951, Loss: 0.016 Epoch 30 Batch 18/269 - Train Accuracy: 0.956, Validation Accuracy: 0.951, Loss: 0.018 Epoch 30 Batch 19/269 - Train Accuracy: 0.969, Validation Accuracy: 0.952, Loss: 0.013 Epoch 30 Batch 20/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.017 Epoch 30 Batch 21/269 - Train Accuracy: 0.954, Validation Accuracy: 0.952, Loss: 0.021 Epoch 30 Batch 22/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.017 Epoch 30 Batch 23/269 - Train Accuracy: 0.950, Validation Accuracy: 0.952, Loss: 0.023 Epoch 30 Batch 24/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.016 Epoch 30 Batch 25/269 - Train Accuracy: 0.956, Validation Accuracy: 0.954, Loss: 0.019 Epoch 30 Batch 26/269 - Train Accuracy: 0.953, Validation Accuracy: 0.954, Loss: 0.017 Epoch 30 Batch 27/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.020 Epoch 30 Batch 28/269 - Train Accuracy: 0.951, Validation Accuracy: 0.956, Loss: 0.017 Epoch 30 Batch 29/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.017 Epoch 30 Batch 30/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.017 Epoch 30 Batch 31/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.017 Epoch 30 Batch 32/269 - Train Accuracy: 0.962, Validation Accuracy: 0.947, Loss: 0.013 Epoch 30 Batch 33/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.017 Epoch 30 Batch 34/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.016 Epoch 30 Batch 35/269 - Train Accuracy: 0.960, Validation Accuracy: 0.948, Loss: 0.024 Epoch 30 Batch 36/269 - Train Accuracy: 0.957, Validation Accuracy: 0.945, Loss: 0.018 Epoch 30 Batch 37/269 - Train Accuracy: 0.960, Validation Accuracy: 0.945, Loss: 0.021 Epoch 30 Batch 38/269 - Train Accuracy: 0.955, Validation Accuracy: 0.948, Loss: 0.017 Epoch 30 Batch 39/269 - Train Accuracy: 0.968, Validation Accuracy: 0.948, Loss: 0.015 Epoch 30 Batch 40/269 - Train Accuracy: 0.954, Validation Accuracy: 0.949, Loss: 0.020 Epoch 30 Batch 41/269 - Train Accuracy: 0.954, Validation Accuracy: 0.951, Loss: 0.018 Epoch 30 Batch 42/269 - Train Accuracy: 0.968, Validation Accuracy: 0.948, Loss: 0.016 Epoch 30 Batch 43/269 - Train Accuracy: 0.952, Validation Accuracy: 0.949, Loss: 0.018 Epoch 30 Batch 44/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.022 Epoch 30 Batch 45/269 - Train Accuracy: 0.953, Validation Accuracy: 0.955, Loss: 0.017 Epoch 30 Batch 46/269 - Train Accuracy: 0.964, Validation Accuracy: 0.951, Loss: 0.014 Epoch 30 Batch 47/269 - Train Accuracy: 0.970, Validation Accuracy: 0.953, Loss: 0.013 Epoch 30 Batch 48/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.016 Epoch 30 Batch 49/269 - Train Accuracy: 0.956, Validation Accuracy: 0.951, Loss: 0.017 Epoch 30 Batch 50/269 - Train Accuracy: 0.952, Validation Accuracy: 0.954, Loss: 0.025 Epoch 30 Batch 51/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.016 Epoch 30 Batch 52/269 - Train Accuracy: 0.966, Validation Accuracy: 0.952, Loss: 0.015 Epoch 30 Batch 53/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.016 Epoch 30 Batch 54/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.018 Epoch 30 Batch 55/269 - Train Accuracy: 0.955, Validation Accuracy: 0.952, Loss: 0.019 Epoch 30 Batch 56/269 - Train Accuracy: 0.949, Validation Accuracy: 0.953, Loss: 0.021 Epoch 30 Batch 57/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.021 Epoch 30 Batch 58/269 - Train Accuracy: 0.954, Validation Accuracy: 0.961, Loss: 0.018 Epoch 30 Batch 59/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.013 Epoch 30 Batch 60/269 - Train Accuracy: 0.949, Validation Accuracy: 0.953, Loss: 0.020 Epoch 30 Batch 61/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.017 Epoch 30 Batch 62/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.020 Epoch 30 Batch 63/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.020 Epoch 30 Batch 64/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.016 Epoch 30 Batch 65/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.016 Epoch 30 Batch 66/269 - Train Accuracy: 0.956, Validation Accuracy: 0.953, Loss: 0.015 Epoch 30 Batch 67/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.020 Epoch 30 Batch 68/269 - Train Accuracy: 0.949, Validation Accuracy: 0.949, Loss: 0.020 Epoch 30 Batch 69/269 - Train Accuracy: 0.957, Validation Accuracy: 0.949, Loss: 0.020 Epoch 30 Batch 70/269 - Train Accuracy: 0.963, Validation Accuracy: 0.950, Loss: 0.018 Epoch 30 Batch 71/269 - Train Accuracy: 0.965, Validation Accuracy: 0.952, Loss: 0.019 Epoch 30 Batch 72/269 - Train Accuracy: 0.957, Validation Accuracy: 0.950, Loss: 0.021 Epoch 30 Batch 73/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.017 Epoch 30 Batch 74/269 - Train Accuracy: 0.971, Validation Accuracy: 0.950, Loss: 0.015 Epoch 30 Batch 75/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.017 Epoch 30 Batch 76/269 - Train Accuracy: 0.955, Validation Accuracy: 0.948, Loss: 0.015 Epoch 30 Batch 77/269 - Train Accuracy: 0.960, Validation Accuracy: 0.946, Loss: 0.017 Epoch 30 Batch 78/269 - Train Accuracy: 0.958, Validation Accuracy: 0.945, Loss: 0.017 Epoch 30 Batch 79/269 - Train Accuracy: 0.952, Validation Accuracy: 0.944, Loss: 0.019 Epoch 30 Batch 80/269 - Train Accuracy: 0.971, Validation Accuracy: 0.946, Loss: 0.015 Epoch 30 Batch 81/269 - Train Accuracy: 0.961, Validation Accuracy: 0.946, Loss: 0.019 Epoch 30 Batch 82/269 - Train Accuracy: 0.965, Validation Accuracy: 0.945, Loss: 0.016 Epoch 30 Batch 83/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.020 Epoch 30 Batch 84/269 - Train Accuracy: 0.960, Validation Accuracy: 0.950, Loss: 0.016 Epoch 30 Batch 85/269 - Train Accuracy: 0.959, Validation Accuracy: 0.948, Loss: 0.017 Epoch 30 Batch 86/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.016 Epoch 30 Batch 87/269 - Train Accuracy: 0.964, Validation Accuracy: 0.944, Loss: 0.018 Epoch 30 Batch 88/269 - Train Accuracy: 0.956, Validation Accuracy: 0.944, Loss: 0.017 Epoch 30 Batch 89/269 - Train Accuracy: 0.974, Validation Accuracy: 0.941, Loss: 0.016 Epoch 30 Batch 90/269 - Train Accuracy: 0.953, Validation Accuracy: 0.944, Loss: 0.018 Epoch 30 Batch 91/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.015 Epoch 30 Batch 92/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.016 Epoch 30 Batch 93/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.016 Epoch 30 Batch 94/269 - Train Accuracy: 0.954, Validation Accuracy: 0.951, Loss: 0.023 Epoch 30 Batch 95/269 - Train Accuracy: 0.960, Validation Accuracy: 0.950, Loss: 0.018 Epoch 30 Batch 96/269 - Train Accuracy: 0.956, Validation Accuracy: 0.951, Loss: 0.018 Epoch 30 Batch 97/269 - Train Accuracy: 0.963, Validation Accuracy: 0.950, Loss: 0.018 Epoch 30 Batch 98/269 - Train Accuracy: 0.966, Validation Accuracy: 0.948, Loss: 0.017 Epoch 30 Batch 99/269 - Train Accuracy: 0.958, Validation Accuracy: 0.947, Loss: 0.015 Epoch 30 Batch 100/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.019 Epoch 30 Batch 101/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.021 Epoch 30 Batch 102/269 - Train Accuracy: 0.945, Validation Accuracy: 0.942, Loss: 0.016 Epoch 30 Batch 103/269 - Train Accuracy: 0.958, Validation Accuracy: 0.945, Loss: 0.022 Epoch 30 Batch 104/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.020 Epoch 30 Batch 105/269 - Train Accuracy: 0.952, Validation Accuracy: 0.953, Loss: 0.021 Epoch 30 Batch 106/269 - Train Accuracy: 0.962, Validation Accuracy: 0.949, Loss: 0.015 Epoch 30 Batch 107/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.016 Epoch 30 Batch 108/269 - Train Accuracy: 0.964, Validation Accuracy: 0.947, Loss: 0.018 Epoch 30 Batch 109/269 - Train Accuracy: 0.950, Validation Accuracy: 0.948, Loss: 0.018 Epoch 30 Batch 110/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.016 Epoch 30 Batch 111/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.016 Epoch 30 Batch 112/269 - Train Accuracy: 0.952, Validation Accuracy: 0.952, Loss: 0.016 Epoch 30 Batch 113/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.018 Epoch 30 Batch 114/269 - Train Accuracy: 0.962, Validation Accuracy: 0.947, Loss: 0.018 Epoch 30 Batch 115/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.018 Epoch 30 Batch 116/269 - Train Accuracy: 0.968, Validation Accuracy: 0.949, Loss: 0.014 Epoch 30 Batch 117/269 - Train Accuracy: 0.962, Validation Accuracy: 0.948, Loss: 0.017 Epoch 30 Batch 118/269 - Train Accuracy: 0.965, Validation Accuracy: 0.949, Loss: 0.013 Epoch 30 Batch 119/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.017 Epoch 30 Batch 120/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.016 Epoch 30 Batch 121/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.013 Epoch 30 Batch 122/269 - Train Accuracy: 0.955, Validation Accuracy: 0.954, Loss: 0.020 Epoch 30 Batch 123/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.018 Epoch 30 Batch 124/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.015 Epoch 30 Batch 125/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.016 Epoch 30 Batch 126/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.016 Epoch 30 Batch 127/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.016 Epoch 30 Batch 128/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.018 Epoch 30 Batch 129/269 - Train Accuracy: 0.944, Validation Accuracy: 0.951, Loss: 0.019 Epoch 30 Batch 130/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.018 Epoch 30 Batch 131/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.018 Epoch 30 Batch 132/269 - Train Accuracy: 0.950, Validation Accuracy: 0.956, Loss: 0.020 Epoch 30 Batch 133/269 - Train Accuracy: 0.956, Validation Accuracy: 0.959, Loss: 0.017 Epoch 30 Batch 134/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.018 Epoch 30 Batch 135/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.015 Epoch 30 Batch 136/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.017 Epoch 30 Batch 137/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.016 Epoch 30 Batch 138/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.014 Epoch 30 Batch 139/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.012 Epoch 30 Batch 140/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.016 Epoch 30 Batch 141/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.017 Epoch 30 Batch 142/269 - Train Accuracy: 0.955, Validation Accuracy: 0.956, Loss: 0.016 Epoch 30 Batch 143/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.015 Epoch 30 Batch 144/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.014 Epoch 30 Batch 145/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.014 Epoch 30 Batch 146/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.014 Epoch 30 Batch 147/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.017 Epoch 30 Batch 148/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.018 Epoch 30 Batch 149/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.017 Epoch 30 Batch 150/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.018 Epoch 30 Batch 151/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.016 Epoch 30 Batch 152/269 - Train Accuracy: 0.961, Validation Accuracy: 0.964, Loss: 0.015 Epoch 30 Batch 153/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.014 Epoch 30 Batch 154/269 - Train Accuracy: 0.955, Validation Accuracy: 0.962, Loss: 0.018 Epoch 30 Batch 155/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.017 Epoch 30 Batch 156/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.016 Epoch 30 Batch 157/269 - Train Accuracy: 0.960, Validation Accuracy: 0.961, Loss: 0.015 Epoch 30 Batch 158/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.013 Epoch 30 Batch 159/269 - Train Accuracy: 0.957, Validation Accuracy: 0.959, Loss: 0.015 Epoch 30 Batch 160/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.017 Epoch 30 Batch 161/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.013 Epoch 30 Batch 162/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.016 Epoch 30 Batch 163/269 - Train Accuracy: 0.976, Validation Accuracy: 0.956, Loss: 0.014 Epoch 30 Batch 164/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.016 Epoch 30 Batch 165/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.015 Epoch 30 Batch 166/269 - Train Accuracy: 0.967, Validation Accuracy: 0.950, Loss: 0.015 Epoch 30 Batch 167/269 - Train Accuracy: 0.955, Validation Accuracy: 0.947, Loss: 0.017 Epoch 30 Batch 168/269 - Train Accuracy: 0.958, Validation Accuracy: 0.949, Loss: 0.015 Epoch 30 Batch 169/269 - Train Accuracy: 0.953, Validation Accuracy: 0.952, Loss: 0.016 Epoch 30 Batch 170/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.018 Epoch 30 Batch 171/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.018 Epoch 30 Batch 172/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.017 Epoch 30 Batch 173/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.015 Epoch 30 Batch 174/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.017 Epoch 30 Batch 175/269 - Train Accuracy: 0.955, Validation Accuracy: 0.957, Loss: 0.022 Epoch 30 Batch 176/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.018 Epoch 30 Batch 177/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.015 Epoch 30 Batch 178/269 - Train Accuracy: 0.971, Validation Accuracy: 0.954, Loss: 0.016 Epoch 30 Batch 179/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.015 Epoch 30 Batch 180/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.018 Epoch 30 Batch 181/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.016 Epoch 30 Batch 182/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.016 Epoch 30 Batch 183/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.014 Epoch 30 Batch 184/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.016 Epoch 30 Batch 185/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.016 Epoch 30 Batch 186/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.014 Epoch 30 Batch 187/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.017 Epoch 30 Batch 188/269 - Train Accuracy: 0.960, Validation Accuracy: 0.950, Loss: 0.015 Epoch 30 Batch 189/269 - Train Accuracy: 0.966, Validation Accuracy: 0.950, Loss: 0.014 Epoch 30 Batch 190/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.016 Epoch 30 Batch 191/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.016 Epoch 30 Batch 192/269 - Train Accuracy: 0.969, Validation Accuracy: 0.953, Loss: 0.013 Epoch 30 Batch 193/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.016 Epoch 30 Batch 194/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.016 Epoch 30 Batch 195/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.016 Epoch 30 Batch 196/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.019 Epoch 30 Batch 197/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.014 Epoch 30 Batch 198/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.016 Epoch 30 Batch 199/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.016 Epoch 30 Batch 200/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.016 Epoch 30 Batch 201/269 - Train Accuracy: 0.957, Validation Accuracy: 0.960, Loss: 0.016 Epoch 30 Batch 202/269 - Train Accuracy: 0.959, Validation Accuracy: 0.960, Loss: 0.017 Epoch 30 Batch 203/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.017 Epoch 30 Batch 204/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.018 Epoch 30 Batch 205/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.015 Epoch 30 Batch 206/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.019 Epoch 30 Batch 207/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.017 Epoch 30 Batch 208/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.017 Epoch 30 Batch 209/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.016 Epoch 30 Batch 210/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.015 Epoch 30 Batch 211/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.017 Epoch 30 Batch 212/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.019 Epoch 30 Batch 213/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.017 Epoch 30 Batch 214/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.014 Epoch 30 Batch 215/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.018 Epoch 30 Batch 216/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.024 Epoch 30 Batch 217/269 - Train Accuracy: 0.951, Validation Accuracy: 0.955, Loss: 0.019 Epoch 30 Batch 218/269 - Train Accuracy: 0.970, Validation Accuracy: 0.950, Loss: 0.015 Epoch 30 Batch 219/269 - Train Accuracy: 0.957, Validation Accuracy: 0.949, Loss: 0.019 Epoch 30 Batch 220/269 - Train Accuracy: 0.951, Validation Accuracy: 0.948, Loss: 0.016 Epoch 30 Batch 221/269 - Train Accuracy: 0.955, Validation Accuracy: 0.944, Loss: 0.023 Epoch 30 Batch 222/269 - Train Accuracy: 0.962, Validation Accuracy: 0.947, Loss: 0.018 Epoch 30 Batch 223/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.024 Epoch 30 Batch 224/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.023 Epoch 30 Batch 225/269 - Train Accuracy: 0.951, Validation Accuracy: 0.955, Loss: 0.019 Epoch 30 Batch 226/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.022 Epoch 30 Batch 227/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.024 Epoch 30 Batch 228/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.017 Epoch 30 Batch 229/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.018 Epoch 30 Batch 230/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.019 Epoch 30 Batch 231/269 - Train Accuracy: 0.953, Validation Accuracy: 0.955, Loss: 0.026 Epoch 30 Batch 232/269 - Train Accuracy: 0.954, Validation Accuracy: 0.956, Loss: 0.022 Epoch 30 Batch 233/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.019 Epoch 30 Batch 234/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.019 Epoch 30 Batch 235/269 - Train Accuracy: 0.961, Validation Accuracy: 0.947, Loss: 0.015 Epoch 30 Batch 236/269 - Train Accuracy: 0.959, Validation Accuracy: 0.938, Loss: 0.020 Epoch 30 Batch 237/269 - Train Accuracy: 0.945, Validation Accuracy: 0.940, Loss: 0.028 Epoch 30 Batch 238/269 - Train Accuracy: 0.956, Validation Accuracy: 0.941, Loss: 0.023 Epoch 30 Batch 239/269 - Train Accuracy: 0.964, Validation Accuracy: 0.941, Loss: 0.023 Epoch 30 Batch 240/269 - Train Accuracy: 0.958, Validation Accuracy: 0.941, Loss: 0.027 Epoch 30 Batch 241/269 - Train Accuracy: 0.935, Validation Accuracy: 0.935, Loss: 0.032 Epoch 30 Batch 242/269 - Train Accuracy: 0.953, Validation Accuracy: 0.933, Loss: 0.027 Epoch 30 Batch 243/269 - Train Accuracy: 0.965, Validation Accuracy: 0.941, Loss: 0.024 Epoch 30 Batch 244/269 - Train Accuracy: 0.950, Validation Accuracy: 0.941, Loss: 0.032 Epoch 30 Batch 245/269 - Train Accuracy: 0.947, Validation Accuracy: 0.948, Loss: 0.029 Epoch 30 Batch 246/269 - Train Accuracy: 0.947, Validation Accuracy: 0.947, Loss: 0.031 Epoch 30 Batch 247/269 - Train Accuracy: 0.963, Validation Accuracy: 0.949, Loss: 0.027 Epoch 30 Batch 248/269 - Train Accuracy: 0.962, Validation Accuracy: 0.947, Loss: 0.025 Epoch 30 Batch 249/269 - Train Accuracy: 0.957, Validation Accuracy: 0.943, Loss: 0.029 Epoch 30 Batch 250/269 - Train Accuracy: 0.951, Validation Accuracy: 0.939, Loss: 0.031 Epoch 30 Batch 251/269 - Train Accuracy: 0.960, Validation Accuracy: 0.944, Loss: 0.034 Epoch 30 Batch 252/269 - Train Accuracy: 0.953, Validation Accuracy: 0.951, Loss: 0.021 Epoch 30 Batch 253/269 - Train Accuracy: 0.947, Validation Accuracy: 0.949, Loss: 0.022 Epoch 30 Batch 254/269 - Train Accuracy: 0.956, Validation Accuracy: 0.945, Loss: 0.027 Epoch 30 Batch 255/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.032 Epoch 30 Batch 256/269 - Train Accuracy: 0.940, Validation Accuracy: 0.949, Loss: 0.027 Epoch 30 Batch 257/269 - Train Accuracy: 0.937, Validation Accuracy: 0.943, Loss: 0.032 Epoch 30 Batch 258/269 - Train Accuracy: 0.954, Validation Accuracy: 0.939, Loss: 0.031 Epoch 30 Batch 259/269 - Train Accuracy: 0.963, Validation Accuracy: 0.937, Loss: 0.026 Epoch 30 Batch 260/269 - Train Accuracy: 0.958, Validation Accuracy: 0.936, Loss: 0.025 Epoch 30 Batch 261/269 - Train Accuracy: 0.954, Validation Accuracy: 0.938, Loss: 0.024 Epoch 30 Batch 262/269 - Train Accuracy: 0.948, Validation Accuracy: 0.936, Loss: 0.028 Epoch 30 Batch 263/269 - Train Accuracy: 0.955, Validation Accuracy: 0.942, Loss: 0.029 Epoch 30 Batch 264/269 - Train Accuracy: 0.950, Validation Accuracy: 0.934, Loss: 0.027 Epoch 30 Batch 265/269 - Train Accuracy: 0.954, Validation Accuracy: 0.938, Loss: 0.024 Epoch 30 Batch 266/269 - Train Accuracy: 0.958, Validation Accuracy: 0.940, Loss: 0.022 Epoch 30 Batch 267/269 - Train Accuracy: 0.956, Validation Accuracy: 0.943, Loss: 0.028 Epoch 31 Batch 0/269 - Train Accuracy: 0.959, Validation Accuracy: 0.944, Loss: 0.027 Epoch 31 Batch 1/269 - Train Accuracy: 0.955, Validation Accuracy: 0.945, Loss: 0.024 Epoch 31 Batch 2/269 - Train Accuracy: 0.953, Validation Accuracy: 0.945, Loss: 0.025 Epoch 31 Batch 3/269 - Train Accuracy: 0.962, Validation Accuracy: 0.944, Loss: 0.026 Epoch 31 Batch 4/269 - Train Accuracy: 0.952, Validation Accuracy: 0.947, Loss: 0.027 Epoch 31 Batch 5/269 - Train Accuracy: 0.948, Validation Accuracy: 0.949, Loss: 0.021 Epoch 31 Batch 6/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.023 Epoch 31 Batch 7/269 - Train Accuracy: 0.959, Validation Accuracy: 0.946, Loss: 0.024 Epoch 31 Batch 8/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.025 Epoch 31 Batch 9/269 - Train Accuracy: 0.949, Validation Accuracy: 0.951, Loss: 0.027 Epoch 31 Batch 10/269 - Train Accuracy: 0.963, Validation Accuracy: 0.948, Loss: 0.018 Epoch 31 Batch 11/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.023 Epoch 31 Batch 12/269 - Train Accuracy: 0.945, Validation Accuracy: 0.946, Loss: 0.025 Epoch 31 Batch 13/269 - Train Accuracy: 0.955, Validation Accuracy: 0.945, Loss: 0.022 Epoch 31 Batch 14/269 - Train Accuracy: 0.951, Validation Accuracy: 0.951, Loss: 0.020 Epoch 31 Batch 15/269 - Train Accuracy: 0.966, Validation Accuracy: 0.949, Loss: 0.018 Epoch 31 Batch 16/269 - Train Accuracy: 0.952, Validation Accuracy: 0.946, Loss: 0.025 Epoch 31 Batch 17/269 - Train Accuracy: 0.966, Validation Accuracy: 0.947, Loss: 0.018 Epoch 31 Batch 18/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.023 Epoch 31 Batch 19/269 - Train Accuracy: 0.966, Validation Accuracy: 0.944, Loss: 0.016 Epoch 31 Batch 20/269 - Train Accuracy: 0.967, Validation Accuracy: 0.949, Loss: 0.018 Epoch 31 Batch 21/269 - Train Accuracy: 0.953, Validation Accuracy: 0.949, Loss: 0.027 Epoch 31 Batch 22/269 - Train Accuracy: 0.960, Validation Accuracy: 0.950, Loss: 0.022 Epoch 31 Batch 23/269 - Train Accuracy: 0.948, Validation Accuracy: 0.944, Loss: 0.023 Epoch 31 Batch 24/269 - Train Accuracy: 0.954, Validation Accuracy: 0.945, Loss: 0.023 Epoch 31 Batch 25/269 - Train Accuracy: 0.959, Validation Accuracy: 0.944, Loss: 0.020 Epoch 31 Batch 26/269 - Train Accuracy: 0.956, Validation Accuracy: 0.946, Loss: 0.022 Epoch 31 Batch 27/269 - Train Accuracy: 0.958, Validation Accuracy: 0.948, Loss: 0.020 Epoch 31 Batch 28/269 - Train Accuracy: 0.950, Validation Accuracy: 0.949, Loss: 0.020 Epoch 31 Batch 29/269 - Train Accuracy: 0.954, Validation Accuracy: 0.949, Loss: 0.018 Epoch 31 Batch 30/269 - Train Accuracy: 0.953, Validation Accuracy: 0.948, Loss: 0.024 Epoch 31 Batch 31/269 - Train Accuracy: 0.960, Validation Accuracy: 0.950, Loss: 0.023 Epoch 31 Batch 32/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.015 Epoch 31 Batch 33/269 - Train Accuracy: 0.970, Validation Accuracy: 0.952, Loss: 0.020 Epoch 31 Batch 34/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.024 Epoch 31 Batch 35/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.030 Epoch 31 Batch 36/269 - Train Accuracy: 0.960, Validation Accuracy: 0.948, Loss: 0.020 Epoch 31 Batch 37/269 - Train Accuracy: 0.963, Validation Accuracy: 0.948, Loss: 0.018 Epoch 31 Batch 38/269 - Train Accuracy: 0.952, Validation Accuracy: 0.952, Loss: 0.020 Epoch 31 Batch 39/269 - Train Accuracy: 0.967, Validation Accuracy: 0.952, Loss: 0.021 Epoch 31 Batch 40/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.024 Epoch 31 Batch 41/269 - Train Accuracy: 0.959, Validation Accuracy: 0.952, Loss: 0.021 Epoch 31 Batch 42/269 - Train Accuracy: 0.962, Validation Accuracy: 0.948, Loss: 0.020 Epoch 31 Batch 43/269 - Train Accuracy: 0.953, Validation Accuracy: 0.946, Loss: 0.022 Epoch 31 Batch 44/269 - Train Accuracy: 0.953, Validation Accuracy: 0.948, Loss: 0.025 Epoch 31 Batch 45/269 - Train Accuracy: 0.952, Validation Accuracy: 0.947, Loss: 0.021 Epoch 31 Batch 46/269 - Train Accuracy: 0.963, Validation Accuracy: 0.948, Loss: 0.017 Epoch 31 Batch 47/269 - Train Accuracy: 0.967, Validation Accuracy: 0.947, Loss: 0.016 Epoch 31 Batch 48/269 - Train Accuracy: 0.953, Validation Accuracy: 0.945, Loss: 0.019 Epoch 31 Batch 49/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.017 Epoch 31 Batch 50/269 - Train Accuracy: 0.949, Validation Accuracy: 0.954, Loss: 0.025 Epoch 31 Batch 51/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.020 Epoch 31 Batch 52/269 - Train Accuracy: 0.961, Validation Accuracy: 0.950, Loss: 0.019 Epoch 31 Batch 53/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.020 Epoch 31 Batch 54/269 - Train Accuracy: 0.954, Validation Accuracy: 0.952, Loss: 0.020 Epoch 31 Batch 55/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.019 Epoch 31 Batch 56/269 - Train Accuracy: 0.949, Validation Accuracy: 0.952, Loss: 0.023 Epoch 31 Batch 57/269 - Train Accuracy: 0.951, Validation Accuracy: 0.950, Loss: 0.024 Epoch 31 Batch 58/269 - Train Accuracy: 0.954, Validation Accuracy: 0.951, Loss: 0.020 Epoch 31 Batch 59/269 - Train Accuracy: 0.971, Validation Accuracy: 0.950, Loss: 0.019 Epoch 31 Batch 60/269 - Train Accuracy: 0.956, Validation Accuracy: 0.952, Loss: 0.022 Epoch 31 Batch 61/269 - Train Accuracy: 0.949, Validation Accuracy: 0.948, Loss: 0.020 Epoch 31 Batch 62/269 - Train Accuracy: 0.958, Validation Accuracy: 0.948, Loss: 0.022 Epoch 31 Batch 63/269 - Train Accuracy: 0.953, Validation Accuracy: 0.951, Loss: 0.022 Epoch 31 Batch 64/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.019 Epoch 31 Batch 65/269 - Train Accuracy: 0.962, Validation Accuracy: 0.949, Loss: 0.024 Epoch 31 Batch 66/269 - Train Accuracy: 0.956, Validation Accuracy: 0.948, Loss: 0.021 Epoch 31 Batch 67/269 - Train Accuracy: 0.954, Validation Accuracy: 0.948, Loss: 0.026 Epoch 31 Batch 68/269 - Train Accuracy: 0.952, Validation Accuracy: 0.947, Loss: 0.024 Epoch 31 Batch 69/269 - Train Accuracy: 0.946, Validation Accuracy: 0.947, Loss: 0.025 Epoch 31 Batch 70/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.022 Epoch 31 Batch 71/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.027 Epoch 31 Batch 72/269 - Train Accuracy: 0.955, Validation Accuracy: 0.953, Loss: 0.026 Epoch 31 Batch 73/269 - Train Accuracy: 0.952, Validation Accuracy: 0.954, Loss: 0.022 Epoch 31 Batch 74/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.018 Epoch 31 Batch 75/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.022 Epoch 31 Batch 76/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.018 Epoch 31 Batch 77/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.019 Epoch 31 Batch 78/269 - Train Accuracy: 0.954, Validation Accuracy: 0.951, Loss: 0.021 Epoch 31 Batch 79/269 - Train Accuracy: 0.948, Validation Accuracy: 0.953, Loss: 0.021 Epoch 31 Batch 80/269 - Train Accuracy: 0.968, Validation Accuracy: 0.952, Loss: 0.019 Epoch 31 Batch 81/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.022 Epoch 31 Batch 82/269 - Train Accuracy: 0.965, Validation Accuracy: 0.945, Loss: 0.018 Epoch 31 Batch 83/269 - Train Accuracy: 0.960, Validation Accuracy: 0.946, Loss: 0.025 Epoch 31 Batch 84/269 - Train Accuracy: 0.957, Validation Accuracy: 0.945, Loss: 0.018 Epoch 31 Batch 85/269 - Train Accuracy: 0.952, Validation Accuracy: 0.950, Loss: 0.018 Epoch 31 Batch 86/269 - Train Accuracy: 0.958, Validation Accuracy: 0.951, Loss: 0.023 Epoch 31 Batch 87/269 - Train Accuracy: 0.958, Validation Accuracy: 0.949, Loss: 0.023 Epoch 31 Batch 88/269 - Train Accuracy: 0.956, Validation Accuracy: 0.942, Loss: 0.021 Epoch 31 Batch 89/269 - Train Accuracy: 0.970, Validation Accuracy: 0.946, Loss: 0.018 Epoch 31 Batch 90/269 - Train Accuracy: 0.955, Validation Accuracy: 0.951, Loss: 0.019 Epoch 31 Batch 91/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.019 Epoch 31 Batch 92/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.020 Epoch 31 Batch 93/269 - Train Accuracy: 0.959, Validation Accuracy: 0.952, Loss: 0.018 Epoch 31 Batch 94/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.024 Epoch 31 Batch 95/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.017 Epoch 31 Batch 96/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.022 Epoch 31 Batch 97/269 - Train Accuracy: 0.962, Validation Accuracy: 0.948, Loss: 0.017 Epoch 31 Batch 98/269 - Train Accuracy: 0.964, Validation Accuracy: 0.948, Loss: 0.018 Epoch 31 Batch 99/269 - Train Accuracy: 0.957, Validation Accuracy: 0.946, Loss: 0.017 Epoch 31 Batch 100/269 - Train Accuracy: 0.958, Validation Accuracy: 0.946, Loss: 0.022 Epoch 31 Batch 101/269 - Train Accuracy: 0.954, Validation Accuracy: 0.944, Loss: 0.020 Epoch 31 Batch 102/269 - Train Accuracy: 0.947, Validation Accuracy: 0.949, Loss: 0.020 Epoch 31 Batch 103/269 - Train Accuracy: 0.957, Validation Accuracy: 0.949, Loss: 0.021 Epoch 31 Batch 104/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.021 Epoch 31 Batch 105/269 - Train Accuracy: 0.954, Validation Accuracy: 0.954, Loss: 0.018 Epoch 31 Batch 106/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.015 Epoch 31 Batch 107/269 - Train Accuracy: 0.955, Validation Accuracy: 0.952, Loss: 0.017 Epoch 31 Batch 108/269 - Train Accuracy: 0.965, Validation Accuracy: 0.952, Loss: 0.016 Epoch 31 Batch 109/269 - Train Accuracy: 0.956, Validation Accuracy: 0.952, Loss: 0.019 Epoch 31 Batch 110/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.017 Epoch 31 Batch 111/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.019 Epoch 31 Batch 112/269 - Train Accuracy: 0.955, Validation Accuracy: 0.954, Loss: 0.016 Epoch 31 Batch 113/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.019 Epoch 31 Batch 114/269 - Train Accuracy: 0.957, Validation Accuracy: 0.952, Loss: 0.020 Epoch 31 Batch 115/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.020 Epoch 31 Batch 116/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.016 Epoch 31 Batch 117/269 - Train Accuracy: 0.963, Validation Accuracy: 0.949, Loss: 0.020 Epoch 31 Batch 118/269 - Train Accuracy: 0.962, Validation Accuracy: 0.949, Loss: 0.015 Epoch 31 Batch 119/269 - Train Accuracy: 0.947, Validation Accuracy: 0.946, Loss: 0.021 Epoch 31 Batch 120/269 - Train Accuracy: 0.956, Validation Accuracy: 0.951, Loss: 0.019 Epoch 31 Batch 121/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.017 Epoch 31 Batch 122/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.018 Epoch 31 Batch 123/269 - Train Accuracy: 0.956, Validation Accuracy: 0.962, Loss: 0.020 Epoch 31 Batch 124/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.017 Epoch 31 Batch 125/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.019 Epoch 31 Batch 126/269 - Train Accuracy: 0.953, Validation Accuracy: 0.961, Loss: 0.018 Epoch 31 Batch 127/269 - Train Accuracy: 0.956, Validation Accuracy: 0.956, Loss: 0.017 Epoch 31 Batch 128/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.021 Epoch 31 Batch 129/269 - Train Accuracy: 0.955, Validation Accuracy: 0.956, Loss: 0.018 Epoch 31 Batch 130/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.020 Epoch 31 Batch 131/269 - Train Accuracy: 0.953, Validation Accuracy: 0.956, Loss: 0.024 Epoch 31 Batch 132/269 - Train Accuracy: 0.946, Validation Accuracy: 0.957, Loss: 0.022 Epoch 31 Batch 133/269 - Train Accuracy: 0.958, Validation Accuracy: 0.961, Loss: 0.019 Epoch 31 Batch 134/269 - Train Accuracy: 0.958, Validation Accuracy: 0.962, Loss: 0.018 Epoch 31 Batch 135/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.020 Epoch 31 Batch 136/269 - Train Accuracy: 0.951, Validation Accuracy: 0.962, Loss: 0.023 Epoch 31 Batch 137/269 - Train Accuracy: 0.957, Validation Accuracy: 0.964, Loss: 0.020 Epoch 31 Batch 138/269 - Train Accuracy: 0.954, Validation Accuracy: 0.959, Loss: 0.015 Epoch 31 Batch 139/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.016 Epoch 31 Batch 140/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.019 Epoch 31 Batch 141/269 - Train Accuracy: 0.954, Validation Accuracy: 0.955, Loss: 0.022 Epoch 31 Batch 142/269 - Train Accuracy: 0.954, Validation Accuracy: 0.955, Loss: 0.022 Epoch 31 Batch 143/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.017 Epoch 31 Batch 144/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.014 Epoch 31 Batch 145/269 - Train Accuracy: 0.972, Validation Accuracy: 0.954, Loss: 0.015 Epoch 31 Batch 146/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.016 Epoch 31 Batch 147/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.021 Epoch 31 Batch 148/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.018 Epoch 31 Batch 149/269 - Train Accuracy: 0.959, Validation Accuracy: 0.962, Loss: 0.019 Epoch 31 Batch 150/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.021 Epoch 31 Batch 151/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.018 Epoch 31 Batch 152/269 - Train Accuracy: 0.954, Validation Accuracy: 0.952, Loss: 0.020 Epoch 31 Batch 153/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.018 Epoch 31 Batch 154/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.016 Epoch 31 Batch 155/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.018 Epoch 31 Batch 156/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.016 Epoch 31 Batch 157/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.018 Epoch 31 Batch 158/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.018 Epoch 31 Batch 159/269 - Train Accuracy: 0.956, Validation Accuracy: 0.955, Loss: 0.017 Epoch 31 Batch 160/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.016 Epoch 31 Batch 161/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.017 Epoch 31 Batch 162/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.016 Epoch 31 Batch 163/269 - Train Accuracy: 0.972, Validation Accuracy: 0.951, Loss: 0.018 Epoch 31 Batch 164/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.019 Epoch 31 Batch 165/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.016 Epoch 31 Batch 166/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.021 Epoch 31 Batch 167/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.019 Epoch 31 Batch 168/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.021 Epoch 31 Batch 169/269 - Train Accuracy: 0.949, Validation Accuracy: 0.954, Loss: 0.017 Epoch 31 Batch 170/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.022 Epoch 31 Batch 171/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.019 Epoch 31 Batch 172/269 - Train Accuracy: 0.963, Validation Accuracy: 0.951, Loss: 0.019 Epoch 31 Batch 173/269 - Train Accuracy: 0.956, Validation Accuracy: 0.952, Loss: 0.016 Epoch 31 Batch 174/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.016 Epoch 31 Batch 175/269 - Train Accuracy: 0.956, Validation Accuracy: 0.952, Loss: 0.025 Epoch 31 Batch 176/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.018 Epoch 31 Batch 177/269 - Train Accuracy: 0.970, Validation Accuracy: 0.952, Loss: 0.016 Epoch 31 Batch 178/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.020 Epoch 31 Batch 179/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.015 Epoch 31 Batch 180/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.015 Epoch 31 Batch 181/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.017 Epoch 31 Batch 182/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.015 Epoch 31 Batch 183/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.015 Epoch 31 Batch 184/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.016 Epoch 31 Batch 185/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.017 Epoch 31 Batch 186/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.016 Epoch 31 Batch 187/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.018 Epoch 31 Batch 188/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.018 Epoch 31 Batch 189/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.019 Epoch 31 Batch 190/269 - Train Accuracy: 0.956, Validation Accuracy: 0.958, Loss: 0.015 Epoch 31 Batch 191/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.017 Epoch 31 Batch 192/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.016 Epoch 31 Batch 193/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.016 Epoch 31 Batch 194/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.017 Epoch 31 Batch 195/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.015 Epoch 31 Batch 196/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.018 Epoch 31 Batch 197/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.016 Epoch 31 Batch 198/269 - Train Accuracy: 0.956, Validation Accuracy: 0.959, Loss: 0.020 Epoch 31 Batch 199/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.015 Epoch 31 Batch 200/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.014 Epoch 31 Batch 201/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.015 Epoch 31 Batch 202/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.016 Epoch 31 Batch 203/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.018 Epoch 31 Batch 204/269 - Train Accuracy: 0.969, Validation Accuracy: 0.953, Loss: 0.018 Epoch 31 Batch 205/269 - Train Accuracy: 0.971, Validation Accuracy: 0.951, Loss: 0.017 Epoch 31 Batch 206/269 - Train Accuracy: 0.956, Validation Accuracy: 0.952, Loss: 0.022 Epoch 31 Batch 207/269 - Train Accuracy: 0.957, Validation Accuracy: 0.950, Loss: 0.017 Epoch 31 Batch 208/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.018 Epoch 31 Batch 209/269 - Train Accuracy: 0.966, Validation Accuracy: 0.952, Loss: 0.014 Epoch 31 Batch 210/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.014 Epoch 31 Batch 211/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.018 Epoch 31 Batch 212/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.021 Epoch 31 Batch 213/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.016 Epoch 31 Batch 214/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.017 Epoch 31 Batch 215/269 - Train Accuracy: 0.956, Validation Accuracy: 0.956, Loss: 0.018 Epoch 31 Batch 216/269 - Train Accuracy: 0.949, Validation Accuracy: 0.955, Loss: 0.025 Epoch 31 Batch 217/269 - Train Accuracy: 0.943, Validation Accuracy: 0.956, Loss: 0.019 Epoch 31 Batch 218/269 - Train Accuracy: 0.969, Validation Accuracy: 0.952, Loss: 0.017 Epoch 31 Batch 219/269 - Train Accuracy: 0.970, Validation Accuracy: 0.953, Loss: 0.016 Epoch 31 Batch 220/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.017 Epoch 31 Batch 221/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.017 Epoch 31 Batch 222/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.015 Epoch 31 Batch 223/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.014 Epoch 31 Batch 224/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.020 Epoch 31 Batch 225/269 - Train Accuracy: 0.955, Validation Accuracy: 0.961, Loss: 0.017 Epoch 31 Batch 226/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.018 Epoch 31 Batch 227/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.018 Epoch 31 Batch 228/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.016 Epoch 31 Batch 229/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.016 Epoch 31 Batch 230/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.014 Epoch 31 Batch 231/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.015 Epoch 31 Batch 232/269 - Train Accuracy: 0.957, Validation Accuracy: 0.958, Loss: 0.016 Epoch 31 Batch 233/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.016 Epoch 31 Batch 234/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.018 Epoch 31 Batch 235/269 - Train Accuracy: 0.973, Validation Accuracy: 0.955, Loss: 0.013 Epoch 31 Batch 236/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.016 Epoch 31 Batch 237/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.014 Epoch 31 Batch 238/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.016 Epoch 31 Batch 239/269 - Train Accuracy: 0.965, Validation Accuracy: 0.952, Loss: 0.016 Epoch 31 Batch 240/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.016 Epoch 31 Batch 241/269 - Train Accuracy: 0.946, Validation Accuracy: 0.956, Loss: 0.020 Epoch 31 Batch 242/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.015 Epoch 31 Batch 243/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.013 Epoch 31 Batch 244/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.016 Epoch 31 Batch 245/269 - Train Accuracy: 0.952, Validation Accuracy: 0.955, Loss: 0.014 Epoch 31 Batch 246/269 - Train Accuracy: 0.952, Validation Accuracy: 0.959, Loss: 0.017 Epoch 31 Batch 247/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.015 Epoch 31 Batch 248/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.015 Epoch 31 Batch 249/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.017 Epoch 31 Batch 250/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.015 Epoch 31 Batch 251/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.015 Epoch 31 Batch 252/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.012 Epoch 31 Batch 253/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.019 Epoch 31 Batch 254/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.017 Epoch 31 Batch 255/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.016 Epoch 31 Batch 256/269 - Train Accuracy: 0.955, Validation Accuracy: 0.959, Loss: 0.016 Epoch 31 Batch 257/269 - Train Accuracy: 0.954, Validation Accuracy: 0.959, Loss: 0.021 Epoch 31 Batch 258/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.015 Epoch 31 Batch 259/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.016 Epoch 31 Batch 260/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.018 Epoch 31 Batch 261/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.015 Epoch 31 Batch 262/269 - Train Accuracy: 0.957, Validation Accuracy: 0.963, Loss: 0.019 Epoch 31 Batch 263/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.018 Epoch 31 Batch 264/269 - Train Accuracy: 0.959, Validation Accuracy: 0.960, Loss: 0.017 Epoch 31 Batch 265/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.017 Epoch 31 Batch 266/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.013 Epoch 31 Batch 267/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.017 Epoch 32 Batch 0/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.018 Epoch 32 Batch 1/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.018 Epoch 32 Batch 2/269 - Train Accuracy: 0.953, Validation Accuracy: 0.952, Loss: 0.019 Epoch 32 Batch 3/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.014 Epoch 32 Batch 4/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.016 Epoch 32 Batch 5/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.018 Epoch 32 Batch 6/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.017 Epoch 32 Batch 7/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.015 Epoch 32 Batch 8/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.015 Epoch 32 Batch 9/269 - Train Accuracy: 0.956, Validation Accuracy: 0.959, Loss: 0.015 Epoch 32 Batch 10/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.015 Epoch 32 Batch 11/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.016 Epoch 32 Batch 12/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.023 Epoch 32 Batch 13/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.016 Epoch 32 Batch 14/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.015 Epoch 32 Batch 15/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.011 Epoch 32 Batch 16/269 - Train Accuracy: 0.949, Validation Accuracy: 0.951, Loss: 0.020 Epoch 32 Batch 17/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.014 Epoch 32 Batch 18/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.017 Epoch 32 Batch 19/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.017 Epoch 32 Batch 20/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.014 Epoch 32 Batch 21/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.021 Epoch 32 Batch 22/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.014 Epoch 32 Batch 23/269 - Train Accuracy: 0.959, Validation Accuracy: 0.949, Loss: 0.021 Epoch 32 Batch 24/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.017 Epoch 32 Batch 25/269 - Train Accuracy: 0.965, Validation Accuracy: 0.951, Loss: 0.014 Epoch 32 Batch 26/269 - Train Accuracy: 0.957, Validation Accuracy: 0.949, Loss: 0.016 Epoch 32 Batch 27/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.016 Epoch 32 Batch 28/269 - Train Accuracy: 0.959, Validation Accuracy: 0.952, Loss: 0.015 Epoch 32 Batch 29/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.015 Epoch 32 Batch 30/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.016 Epoch 32 Batch 31/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.015 Epoch 32 Batch 32/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.011 Epoch 32 Batch 33/269 - Train Accuracy: 0.974, Validation Accuracy: 0.954, Loss: 0.013 Epoch 32 Batch 34/269 - Train Accuracy: 0.957, Validation Accuracy: 0.950, Loss: 0.014 Epoch 32 Batch 35/269 - Train Accuracy: 0.961, Validation Accuracy: 0.950, Loss: 0.021 Epoch 32 Batch 36/269 - Train Accuracy: 0.958, Validation Accuracy: 0.951, Loss: 0.015 Epoch 32 Batch 37/269 - Train Accuracy: 0.964, Validation Accuracy: 0.952, Loss: 0.015 Epoch 32 Batch 38/269 - Train Accuracy: 0.957, Validation Accuracy: 0.957, Loss: 0.018 Epoch 32 Batch 39/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.010 Epoch 32 Batch 40/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.018 Epoch 32 Batch 41/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.016 Epoch 32 Batch 42/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.015 Epoch 32 Batch 43/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.015 Epoch 32 Batch 44/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.018 Epoch 32 Batch 45/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.016 Epoch 32 Batch 46/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.012 Epoch 32 Batch 47/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.013 Epoch 32 Batch 48/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.013 Epoch 32 Batch 49/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.013 Epoch 32 Batch 50/269 - Train Accuracy: 0.953, Validation Accuracy: 0.960, Loss: 0.020 Epoch 32 Batch 51/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.014 Epoch 32 Batch 52/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.013 Epoch 32 Batch 53/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.015 Epoch 32 Batch 54/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.015 Epoch 32 Batch 55/269 - Train Accuracy: 0.954, Validation Accuracy: 0.962, Loss: 0.019 Epoch 32 Batch 56/269 - Train Accuracy: 0.955, Validation Accuracy: 0.962, Loss: 0.018 Epoch 32 Batch 57/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.015 Epoch 32 Batch 58/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.016 Epoch 32 Batch 59/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 32 Batch 60/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.020 Epoch 32 Batch 61/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.016 Epoch 32 Batch 62/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.016 Epoch 32 Batch 63/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.017 Epoch 32 Batch 64/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.012 Epoch 32 Batch 65/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.014 Epoch 32 Batch 66/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.014 Epoch 32 Batch 67/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.018 Epoch 32 Batch 68/269 - Train Accuracy: 0.954, Validation Accuracy: 0.956, Loss: 0.017 Epoch 32 Batch 69/269 - Train Accuracy: 0.954, Validation Accuracy: 0.956, Loss: 0.018 Epoch 32 Batch 70/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.015 Epoch 32 Batch 71/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.016 Epoch 32 Batch 72/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.014 Epoch 32 Batch 73/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.016 Epoch 32 Batch 74/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.014 Epoch 32 Batch 75/269 - Train Accuracy: 0.953, Validation Accuracy: 0.956, Loss: 0.015 Epoch 32 Batch 76/269 - Train Accuracy: 0.953, Validation Accuracy: 0.956, Loss: 0.012 Epoch 32 Batch 77/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.014 Epoch 32 Batch 78/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.015 Epoch 32 Batch 79/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.016 Epoch 32 Batch 80/269 - Train Accuracy: 0.968, Validation Accuracy: 0.952, Loss: 0.016 Epoch 32 Batch 81/269 - Train Accuracy: 0.969, Validation Accuracy: 0.949, Loss: 0.017 Epoch 32 Batch 82/269 - Train Accuracy: 0.969, Validation Accuracy: 0.948, Loss: 0.012 Epoch 32 Batch 83/269 - Train Accuracy: 0.966, Validation Accuracy: 0.947, Loss: 0.016 Epoch 32 Batch 84/269 - Train Accuracy: 0.963, Validation Accuracy: 0.946, Loss: 0.013 Epoch 32 Batch 85/269 - Train Accuracy: 0.959, Validation Accuracy: 0.949, Loss: 0.014 Epoch 32 Batch 86/269 - Train Accuracy: 0.967, Validation Accuracy: 0.947, Loss: 0.012 Epoch 32 Batch 87/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.016 Epoch 32 Batch 88/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.015 Epoch 32 Batch 89/269 - Train Accuracy: 0.971, Validation Accuracy: 0.952, Loss: 0.016 Epoch 32 Batch 90/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.014 Epoch 32 Batch 91/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.013 Epoch 32 Batch 92/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.013 Epoch 32 Batch 93/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.013 Epoch 32 Batch 94/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.024 Epoch 32 Batch 95/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.013 Epoch 32 Batch 96/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.016 Epoch 32 Batch 97/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.017 Epoch 32 Batch 98/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.018 Epoch 32 Batch 99/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.015 Epoch 32 Batch 100/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.019 Epoch 32 Batch 101/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.020 Epoch 32 Batch 102/269 - Train Accuracy: 0.947, Validation Accuracy: 0.954, Loss: 0.014 Epoch 32 Batch 103/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.015 Epoch 32 Batch 104/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.018 Epoch 32 Batch 105/269 - Train Accuracy: 0.953, Validation Accuracy: 0.953, Loss: 0.018 Epoch 32 Batch 106/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.014 Epoch 32 Batch 107/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.016 Epoch 32 Batch 108/269 - Train Accuracy: 0.969, Validation Accuracy: 0.953, Loss: 0.017 Epoch 32 Batch 109/269 - Train Accuracy: 0.954, Validation Accuracy: 0.952, Loss: 0.016 Epoch 32 Batch 110/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.017 Epoch 32 Batch 111/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.020 Epoch 32 Batch 112/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.020 Epoch 32 Batch 113/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.018 Epoch 32 Batch 114/269 - Train Accuracy: 0.957, Validation Accuracy: 0.949, Loss: 0.017 Epoch 32 Batch 115/269 - Train Accuracy: 0.961, Validation Accuracy: 0.946, Loss: 0.016 Epoch 32 Batch 116/269 - Train Accuracy: 0.967, Validation Accuracy: 0.947, Loss: 0.015 Epoch 32 Batch 117/269 - Train Accuracy: 0.962, Validation Accuracy: 0.946, Loss: 0.016 Epoch 32 Batch 118/269 - Train Accuracy: 0.964, Validation Accuracy: 0.944, Loss: 0.017 Epoch 32 Batch 119/269 - Train Accuracy: 0.952, Validation Accuracy: 0.943, Loss: 0.019 Epoch 32 Batch 120/269 - Train Accuracy: 0.958, Validation Accuracy: 0.945, Loss: 0.020 Epoch 32 Batch 121/269 - Train Accuracy: 0.964, Validation Accuracy: 0.948, Loss: 0.013 Epoch 32 Batch 122/269 - Train Accuracy: 0.953, Validation Accuracy: 0.950, Loss: 0.016 Epoch 32 Batch 123/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.022 Epoch 32 Batch 124/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.015 Epoch 32 Batch 125/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.013 Epoch 32 Batch 126/269 - Train Accuracy: 0.953, Validation Accuracy: 0.959, Loss: 0.016 Epoch 32 Batch 127/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.019 Epoch 32 Batch 128/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.016 Epoch 32 Batch 129/269 - Train Accuracy: 0.954, Validation Accuracy: 0.953, Loss: 0.016 Epoch 32 Batch 130/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.020 Epoch 32 Batch 131/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.018 Epoch 32 Batch 132/269 - Train Accuracy: 0.950, Validation Accuracy: 0.950, Loss: 0.018 Epoch 32 Batch 133/269 - Train Accuracy: 0.960, Validation Accuracy: 0.948, Loss: 0.019 Epoch 32 Batch 134/269 - Train Accuracy: 0.960, Validation Accuracy: 0.948, Loss: 0.015 Epoch 32 Batch 135/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.015 Epoch 32 Batch 136/269 - Train Accuracy: 0.956, Validation Accuracy: 0.956, Loss: 0.018 Epoch 32 Batch 137/269 - Train Accuracy: 0.958, Validation Accuracy: 0.961, Loss: 0.018 Epoch 32 Batch 138/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.016 Epoch 32 Batch 139/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.014 Epoch 32 Batch 140/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.016 Epoch 32 Batch 141/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.017 Epoch 32 Batch 142/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.016 Epoch 32 Batch 143/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.017 Epoch 32 Batch 144/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.013 Epoch 32 Batch 145/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.014 Epoch 32 Batch 146/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.014 Epoch 32 Batch 147/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.016 Epoch 32 Batch 148/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.017 Epoch 32 Batch 149/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.017 Epoch 32 Batch 150/269 - Train Accuracy: 0.956, Validation Accuracy: 0.959, Loss: 0.020 Epoch 32 Batch 151/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.019 Epoch 32 Batch 152/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.013 Epoch 32 Batch 153/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.014 Epoch 32 Batch 154/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.015 Epoch 32 Batch 155/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.017 Epoch 32 Batch 156/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.017 Epoch 32 Batch 157/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.017 Epoch 32 Batch 158/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.015 Epoch 32 Batch 159/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.014 Epoch 32 Batch 160/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.014 Epoch 32 Batch 161/269 - Train Accuracy: 0.964, Validation Accuracy: 0.952, Loss: 0.014 Epoch 32 Batch 162/269 - Train Accuracy: 0.967, Validation Accuracy: 0.949, Loss: 0.013 Epoch 32 Batch 163/269 - Train Accuracy: 0.974, Validation Accuracy: 0.949, Loss: 0.014 Epoch 32 Batch 164/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.017 Epoch 32 Batch 165/269 - Train Accuracy: 0.971, Validation Accuracy: 0.949, Loss: 0.014 Epoch 32 Batch 166/269 - Train Accuracy: 0.966, Validation Accuracy: 0.950, Loss: 0.016 Epoch 32 Batch 167/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.016 Epoch 32 Batch 168/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.018 Epoch 32 Batch 169/269 - Train Accuracy: 0.958, Validation Accuracy: 0.951, Loss: 0.015 Epoch 32 Batch 170/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.017 Epoch 32 Batch 171/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.018 Epoch 32 Batch 172/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.018 Epoch 32 Batch 173/269 - Train Accuracy: 0.958, Validation Accuracy: 0.955, Loss: 0.013 Epoch 32 Batch 174/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.015 Epoch 32 Batch 175/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.021 Epoch 32 Batch 176/269 - Train Accuracy: 0.972, Validation Accuracy: 0.954, Loss: 0.014 Epoch 32 Batch 177/269 - Train Accuracy: 0.972, Validation Accuracy: 0.953, Loss: 0.012 Epoch 32 Batch 178/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.016 Epoch 32 Batch 179/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.015 Epoch 32 Batch 180/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.014 Epoch 32 Batch 181/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.018 Epoch 32 Batch 182/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.014 Epoch 32 Batch 183/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 32 Batch 184/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.014 Epoch 32 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.014 Epoch 32 Batch 186/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.013 Epoch 32 Batch 187/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.017 Epoch 32 Batch 188/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.014 Epoch 32 Batch 189/269 - Train Accuracy: 0.972, Validation Accuracy: 0.954, Loss: 0.016 Epoch 32 Batch 190/269 - Train Accuracy: 0.965, Validation Accuracy: 0.949, Loss: 0.017 Epoch 32 Batch 191/269 - Train Accuracy: 0.971, Validation Accuracy: 0.950, Loss: 0.015 Epoch 32 Batch 192/269 - Train Accuracy: 0.967, Validation Accuracy: 0.952, Loss: 0.014 Epoch 32 Batch 193/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.015 Epoch 32 Batch 194/269 - Train Accuracy: 0.964, Validation Accuracy: 0.948, Loss: 0.016 Epoch 32 Batch 195/269 - Train Accuracy: 0.968, Validation Accuracy: 0.950, Loss: 0.013 Epoch 32 Batch 196/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.015 Epoch 32 Batch 197/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.013 Epoch 32 Batch 198/269 - Train Accuracy: 0.961, Validation Accuracy: 0.945, Loss: 0.017 Epoch 32 Batch 199/269 - Train Accuracy: 0.966, Validation Accuracy: 0.947, Loss: 0.016 Epoch 32 Batch 200/269 - Train Accuracy: 0.977, Validation Accuracy: 0.949, Loss: 0.015 Epoch 32 Batch 201/269 - Train Accuracy: 0.968, Validation Accuracy: 0.949, Loss: 0.014 Epoch 32 Batch 202/269 - Train Accuracy: 0.964, Validation Accuracy: 0.949, Loss: 0.015 Epoch 32 Batch 203/269 - Train Accuracy: 0.959, Validation Accuracy: 0.948, Loss: 0.017 Epoch 32 Batch 204/269 - Train Accuracy: 0.962, Validation Accuracy: 0.948, Loss: 0.015 Epoch 32 Batch 205/269 - Train Accuracy: 0.968, Validation Accuracy: 0.949, Loss: 0.014 Epoch 32 Batch 206/269 - Train Accuracy: 0.956, Validation Accuracy: 0.951, Loss: 0.017 Epoch 32 Batch 207/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.017 Epoch 32 Batch 208/269 - Train Accuracy: 0.963, Validation Accuracy: 0.950, Loss: 0.016 Epoch 32 Batch 209/269 - Train Accuracy: 0.952, Validation Accuracy: 0.950, Loss: 0.015 Epoch 32 Batch 210/269 - Train Accuracy: 0.967, Validation Accuracy: 0.950, Loss: 0.013 Epoch 32 Batch 211/269 - Train Accuracy: 0.969, Validation Accuracy: 0.948, Loss: 0.017 Epoch 32 Batch 212/269 - Train Accuracy: 0.959, Validation Accuracy: 0.948, Loss: 0.019 Epoch 32 Batch 213/269 - Train Accuracy: 0.961, Validation Accuracy: 0.950, Loss: 0.014 Epoch 32 Batch 214/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.015 Epoch 32 Batch 215/269 - Train Accuracy: 0.958, Validation Accuracy: 0.948, Loss: 0.017 Epoch 32 Batch 216/269 - Train Accuracy: 0.956, Validation Accuracy: 0.946, Loss: 0.021 Epoch 32 Batch 217/269 - Train Accuracy: 0.946, Validation Accuracy: 0.948, Loss: 0.018 Epoch 32 Batch 218/269 - Train Accuracy: 0.971, Validation Accuracy: 0.945, Loss: 0.015 Epoch 32 Batch 219/269 - Train Accuracy: 0.964, Validation Accuracy: 0.946, Loss: 0.018 Epoch 32 Batch 220/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.014 Epoch 32 Batch 221/269 - Train Accuracy: 0.960, Validation Accuracy: 0.948, Loss: 0.013 Epoch 32 Batch 222/269 - Train Accuracy: 0.970, Validation Accuracy: 0.950, Loss: 0.013 Epoch 32 Batch 223/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.015 Epoch 32 Batch 224/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.020 Epoch 32 Batch 225/269 - Train Accuracy: 0.955, Validation Accuracy: 0.952, Loss: 0.015 Epoch 32 Batch 226/269 - Train Accuracy: 0.965, Validation Accuracy: 0.952, Loss: 0.016 Epoch 32 Batch 227/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.018 Epoch 32 Batch 228/269 - Train Accuracy: 0.966, Validation Accuracy: 0.951, Loss: 0.016 Epoch 32 Batch 229/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.014 Epoch 32 Batch 230/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.014 Epoch 32 Batch 231/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.016 Epoch 32 Batch 232/269 - Train Accuracy: 0.954, Validation Accuracy: 0.957, Loss: 0.018 Epoch 32 Batch 233/269 - Train Accuracy: 0.972, Validation Accuracy: 0.954, Loss: 0.016 Epoch 32 Batch 234/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.016 Epoch 32 Batch 235/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.011 Epoch 32 Batch 236/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.014 Epoch 32 Batch 237/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.013 Epoch 32 Batch 238/269 - Train Accuracy: 0.964, Validation Accuracy: 0.952, Loss: 0.014 Epoch 32 Batch 239/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.015 Epoch 32 Batch 240/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.018 Epoch 32 Batch 241/269 - Train Accuracy: 0.949, Validation Accuracy: 0.952, Loss: 0.020 Epoch 32 Batch 242/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.015 Epoch 32 Batch 243/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.015 Epoch 32 Batch 244/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.014 Epoch 32 Batch 245/269 - Train Accuracy: 0.958, Validation Accuracy: 0.959, Loss: 0.015 Epoch 32 Batch 246/269 - Train Accuracy: 0.955, Validation Accuracy: 0.959, Loss: 0.017 Epoch 32 Batch 247/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.017 Epoch 32 Batch 248/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.013 Epoch 32 Batch 249/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.016 Epoch 32 Batch 250/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.016 Epoch 32 Batch 251/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.016 Epoch 32 Batch 252/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.014 Epoch 32 Batch 253/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.013 Epoch 32 Batch 254/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.016 Epoch 32 Batch 255/269 - Train Accuracy: 0.956, Validation Accuracy: 0.954, Loss: 0.014 Epoch 32 Batch 256/269 - Train Accuracy: 0.952, Validation Accuracy: 0.951, Loss: 0.016 Epoch 32 Batch 257/269 - Train Accuracy: 0.955, Validation Accuracy: 0.954, Loss: 0.022 Epoch 32 Batch 258/269 - Train Accuracy: 0.967, Validation Accuracy: 0.950, Loss: 0.014 Epoch 32 Batch 259/269 - Train Accuracy: 0.970, Validation Accuracy: 0.949, Loss: 0.017 Epoch 32 Batch 260/269 - Train Accuracy: 0.959, Validation Accuracy: 0.950, Loss: 0.019 Epoch 32 Batch 261/269 - Train Accuracy: 0.961, Validation Accuracy: 0.950, Loss: 0.017 Epoch 32 Batch 262/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.017 Epoch 32 Batch 263/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.015 Epoch 32 Batch 264/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.017 Epoch 32 Batch 265/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.015 Epoch 32 Batch 266/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.011 Epoch 32 Batch 267/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.016 Epoch 33 Batch 0/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.018 Epoch 33 Batch 1/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.016 Epoch 33 Batch 2/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.016 Epoch 33 Batch 3/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.014 Epoch 33 Batch 4/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.017 Epoch 33 Batch 5/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.015 Epoch 33 Batch 6/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.013 Epoch 33 Batch 7/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.015 Epoch 33 Batch 8/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.018 Epoch 33 Batch 9/269 - Train Accuracy: 0.954, Validation Accuracy: 0.957, Loss: 0.018 Epoch 33 Batch 10/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.015 Epoch 33 Batch 11/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.017 Epoch 33 Batch 12/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.019 Epoch 33 Batch 13/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.015 Epoch 33 Batch 14/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.012 Epoch 33 Batch 15/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.014 Epoch 33 Batch 16/269 - Train Accuracy: 0.956, Validation Accuracy: 0.953, Loss: 0.022 Epoch 33 Batch 17/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.014 Epoch 33 Batch 18/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.016 Epoch 33 Batch 19/269 - Train Accuracy: 0.976, Validation Accuracy: 0.953, Loss: 0.011 Epoch 33 Batch 20/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.015 Epoch 33 Batch 21/269 - Train Accuracy: 0.956, Validation Accuracy: 0.952, Loss: 0.019 Epoch 33 Batch 22/269 - Train Accuracy: 0.964, Validation Accuracy: 0.949, Loss: 0.016 Epoch 33 Batch 23/269 - Train Accuracy: 0.957, Validation Accuracy: 0.946, Loss: 0.021 Epoch 33 Batch 24/269 - Train Accuracy: 0.958, Validation Accuracy: 0.947, Loss: 0.015 Epoch 33 Batch 25/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.015 Epoch 33 Batch 26/269 - Train Accuracy: 0.957, Validation Accuracy: 0.952, Loss: 0.016 Epoch 33 Batch 27/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.017 Epoch 33 Batch 28/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.014 Epoch 33 Batch 29/269 - Train Accuracy: 0.966, Validation Accuracy: 0.951, Loss: 0.014 Epoch 33 Batch 30/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.016 Epoch 33 Batch 31/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.018 Epoch 33 Batch 32/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.012 Epoch 33 Batch 33/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.014 Epoch 33 Batch 34/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.014 Epoch 33 Batch 35/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.018 Epoch 33 Batch 36/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.016 Epoch 33 Batch 37/269 - Train Accuracy: 0.973, Validation Accuracy: 0.954, Loss: 0.015 Epoch 33 Batch 38/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.014 Epoch 33 Batch 39/269 - Train Accuracy: 0.968, Validation Accuracy: 0.953, Loss: 0.015 Epoch 33 Batch 40/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.014 Epoch 33 Batch 41/269 - Train Accuracy: 0.951, Validation Accuracy: 0.954, Loss: 0.015 Epoch 33 Batch 42/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.013 Epoch 33 Batch 43/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.016 Epoch 33 Batch 44/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.018 Epoch 33 Batch 45/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.019 Epoch 33 Batch 46/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.011 Epoch 33 Batch 47/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.012 Epoch 33 Batch 48/269 - Train Accuracy: 0.960, Validation Accuracy: 0.962, Loss: 0.016 Epoch 33 Batch 49/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.015 Epoch 33 Batch 50/269 - Train Accuracy: 0.957, Validation Accuracy: 0.964, Loss: 0.020 Epoch 33 Batch 51/269 - Train Accuracy: 0.956, Validation Accuracy: 0.964, Loss: 0.017 Epoch 33 Batch 52/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.015 Epoch 33 Batch 53/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.016 Epoch 33 Batch 54/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.016 Epoch 33 Batch 55/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.014 Epoch 33 Batch 56/269 - Train Accuracy: 0.954, Validation Accuracy: 0.955, Loss: 0.017 Epoch 33 Batch 57/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.017 Epoch 33 Batch 58/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.018 Epoch 33 Batch 59/269 - Train Accuracy: 0.974, Validation Accuracy: 0.954, Loss: 0.012 Epoch 33 Batch 60/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.019 Epoch 33 Batch 61/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.016 Epoch 33 Batch 62/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.016 Epoch 33 Batch 63/269 - Train Accuracy: 0.957, Validation Accuracy: 0.958, Loss: 0.019 Epoch 33 Batch 64/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.011 Epoch 33 Batch 65/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.014 Epoch 33 Batch 66/269 - Train Accuracy: 0.964, Validation Accuracy: 0.952, Loss: 0.017 Epoch 33 Batch 67/269 - Train Accuracy: 0.957, Validation Accuracy: 0.951, Loss: 0.019 Epoch 33 Batch 68/269 - Train Accuracy: 0.956, Validation Accuracy: 0.954, Loss: 0.018 Epoch 33 Batch 69/269 - Train Accuracy: 0.955, Validation Accuracy: 0.956, Loss: 0.017 Epoch 33 Batch 70/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.013 Epoch 33 Batch 71/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.016 Epoch 33 Batch 72/269 - Train Accuracy: 0.960, Validation Accuracy: 0.962, Loss: 0.016 Epoch 33 Batch 73/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.020 Epoch 33 Batch 74/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.015 Epoch 33 Batch 75/269 - Train Accuracy: 0.948, Validation Accuracy: 0.956, Loss: 0.020 Epoch 33 Batch 76/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.012 Epoch 33 Batch 77/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.015 Epoch 33 Batch 78/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.017 Epoch 33 Batch 79/269 - Train Accuracy: 0.951, Validation Accuracy: 0.949, Loss: 0.016 Epoch 33 Batch 80/269 - Train Accuracy: 0.970, Validation Accuracy: 0.946, Loss: 0.013 Epoch 33 Batch 81/269 - Train Accuracy: 0.968, Validation Accuracy: 0.945, Loss: 0.018 Epoch 33 Batch 82/269 - Train Accuracy: 0.973, Validation Accuracy: 0.946, Loss: 0.011 Epoch 33 Batch 83/269 - Train Accuracy: 0.965, Validation Accuracy: 0.945, Loss: 0.018 Epoch 33 Batch 84/269 - Train Accuracy: 0.967, Validation Accuracy: 0.947, Loss: 0.014 Epoch 33 Batch 85/269 - Train Accuracy: 0.960, Validation Accuracy: 0.947, Loss: 0.016 Epoch 33 Batch 86/269 - Train Accuracy: 0.967, Validation Accuracy: 0.949, Loss: 0.014 Epoch 33 Batch 87/269 - Train Accuracy: 0.966, Validation Accuracy: 0.948, Loss: 0.016 Epoch 33 Batch 88/269 - Train Accuracy: 0.960, Validation Accuracy: 0.946, Loss: 0.016 Epoch 33 Batch 89/269 - Train Accuracy: 0.973, Validation Accuracy: 0.949, Loss: 0.015 Epoch 33 Batch 90/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.014 Epoch 33 Batch 91/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.015 Epoch 33 Batch 92/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.013 Epoch 33 Batch 93/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.012 Epoch 33 Batch 94/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.019 Epoch 33 Batch 95/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.014 Epoch 33 Batch 96/269 - Train Accuracy: 0.958, Validation Accuracy: 0.961, Loss: 0.017 Epoch 33 Batch 97/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.015 Epoch 33 Batch 98/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.015 Epoch 33 Batch 99/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.015 Epoch 33 Batch 100/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.016 Epoch 33 Batch 101/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.018 Epoch 33 Batch 102/269 - Train Accuracy: 0.953, Validation Accuracy: 0.957, Loss: 0.016 Epoch 33 Batch 103/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.017 Epoch 33 Batch 104/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.016 Epoch 33 Batch 105/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.017 Epoch 33 Batch 106/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.015 Epoch 33 Batch 107/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.013 Epoch 33 Batch 108/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.014 Epoch 33 Batch 109/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.018 Epoch 33 Batch 110/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.014 Epoch 33 Batch 111/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.013 Epoch 33 Batch 112/269 - Train Accuracy: 0.956, Validation Accuracy: 0.955, Loss: 0.017 Epoch 33 Batch 113/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.016 Epoch 33 Batch 114/269 - Train Accuracy: 0.965, Validation Accuracy: 0.950, Loss: 0.014 Epoch 33 Batch 115/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.014 Epoch 33 Batch 116/269 - Train Accuracy: 0.967, Validation Accuracy: 0.951, Loss: 0.016 Epoch 33 Batch 117/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.015 Epoch 33 Batch 118/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.013 Epoch 33 Batch 119/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.018 Epoch 33 Batch 120/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.016 Epoch 33 Batch 121/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.014 Epoch 33 Batch 122/269 - Train Accuracy: 0.954, Validation Accuracy: 0.957, Loss: 0.015 Epoch 33 Batch 123/269 - Train Accuracy: 0.957, Validation Accuracy: 0.959, Loss: 0.014 Epoch 33 Batch 124/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.014 Epoch 33 Batch 125/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.012 Epoch 33 Batch 126/269 - Train Accuracy: 0.956, Validation Accuracy: 0.962, Loss: 0.015 Epoch 33 Batch 127/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.016 Epoch 33 Batch 128/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.014 Epoch 33 Batch 129/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.017 Epoch 33 Batch 130/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.019 Epoch 33 Batch 131/269 - Train Accuracy: 0.955, Validation Accuracy: 0.958, Loss: 0.016 Epoch 33 Batch 132/269 - Train Accuracy: 0.949, Validation Accuracy: 0.961, Loss: 0.018 Epoch 33 Batch 133/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 33 Batch 134/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.014 Epoch 33 Batch 135/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.013 Epoch 33 Batch 136/269 - Train Accuracy: 0.956, Validation Accuracy: 0.956, Loss: 0.016 Epoch 33 Batch 137/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.016 Epoch 33 Batch 138/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.015 Epoch 33 Batch 139/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.012 Epoch 33 Batch 140/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.014 Epoch 33 Batch 141/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.017 Epoch 33 Batch 142/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.015 Epoch 33 Batch 143/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.013 Epoch 33 Batch 144/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.012 Epoch 33 Batch 145/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.011 Epoch 33 Batch 146/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.015 Epoch 33 Batch 147/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.015 Epoch 33 Batch 148/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.014 Epoch 33 Batch 149/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.019 Epoch 33 Batch 150/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.014 Epoch 33 Batch 151/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.017 Epoch 33 Batch 152/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.012 Epoch 33 Batch 153/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.015 Epoch 33 Batch 154/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.013 Epoch 33 Batch 155/269 - Train Accuracy: 0.958, Validation Accuracy: 0.959, Loss: 0.016 Epoch 33 Batch 156/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.016 Epoch 33 Batch 157/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.015 Epoch 33 Batch 158/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.015 Epoch 33 Batch 159/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.013 Epoch 33 Batch 160/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.014 Epoch 33 Batch 161/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.013 Epoch 33 Batch 162/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.012 Epoch 33 Batch 163/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.014 Epoch 33 Batch 164/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.015 Epoch 33 Batch 165/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.015 Epoch 33 Batch 166/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.014 Epoch 33 Batch 167/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.015 Epoch 33 Batch 168/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.013 Epoch 33 Batch 169/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.015 Epoch 33 Batch 170/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.014 Epoch 33 Batch 171/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.017 Epoch 33 Batch 172/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.016 Epoch 33 Batch 173/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.014 Epoch 33 Batch 174/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.013 Epoch 33 Batch 175/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.019 Epoch 33 Batch 176/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.016 Epoch 33 Batch 177/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.011 Epoch 33 Batch 178/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.016 Epoch 33 Batch 179/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.011 Epoch 33 Batch 180/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.012 Epoch 33 Batch 181/269 - Train Accuracy: 0.958, Validation Accuracy: 0.961, Loss: 0.017 Epoch 33 Batch 182/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.012 Epoch 33 Batch 183/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 33 Batch 184/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.013 Epoch 33 Batch 185/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.014 Epoch 33 Batch 186/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.011 Epoch 33 Batch 187/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.012 Epoch 33 Batch 188/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.014 Epoch 33 Batch 189/269 - Train Accuracy: 0.976, Validation Accuracy: 0.955, Loss: 0.013 Epoch 33 Batch 190/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.014 Epoch 33 Batch 191/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.013 Epoch 33 Batch 192/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 33 Batch 193/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.011 Epoch 33 Batch 194/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.015 Epoch 33 Batch 195/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.012 Epoch 33 Batch 196/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.015 Epoch 33 Batch 197/269 - Train Accuracy: 0.970, Validation Accuracy: 0.953, Loss: 0.013 Epoch 33 Batch 198/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.013 Epoch 33 Batch 199/269 - Train Accuracy: 0.969, Validation Accuracy: 0.952, Loss: 0.014 Epoch 33 Batch 200/269 - Train Accuracy: 0.975, Validation Accuracy: 0.951, Loss: 0.011 Epoch 33 Batch 201/269 - Train Accuracy: 0.973, Validation Accuracy: 0.950, Loss: 0.012 Epoch 33 Batch 202/269 - Train Accuracy: 0.964, Validation Accuracy: 0.948, Loss: 0.015 Epoch 33 Batch 203/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.015 Epoch 33 Batch 204/269 - Train Accuracy: 0.973, Validation Accuracy: 0.949, Loss: 0.013 Epoch 33 Batch 205/269 - Train Accuracy: 0.965, Validation Accuracy: 0.949, Loss: 0.013 Epoch 33 Batch 206/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.015 Epoch 33 Batch 207/269 - Train Accuracy: 0.960, Validation Accuracy: 0.947, Loss: 0.014 Epoch 33 Batch 208/269 - Train Accuracy: 0.964, Validation Accuracy: 0.948, Loss: 0.014 Epoch 33 Batch 209/269 - Train Accuracy: 0.964, Validation Accuracy: 0.949, Loss: 0.013 Epoch 33 Batch 210/269 - Train Accuracy: 0.970, Validation Accuracy: 0.949, Loss: 0.013 Epoch 33 Batch 211/269 - Train Accuracy: 0.967, Validation Accuracy: 0.950, Loss: 0.015 Epoch 33 Batch 212/269 - Train Accuracy: 0.956, Validation Accuracy: 0.952, Loss: 0.018 Epoch 33 Batch 213/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.012 Epoch 33 Batch 214/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.015 Epoch 33 Batch 215/269 - Train Accuracy: 0.954, Validation Accuracy: 0.960, Loss: 0.016 Epoch 33 Batch 216/269 - Train Accuracy: 0.953, Validation Accuracy: 0.958, Loss: 0.019 Epoch 33 Batch 217/269 - Train Accuracy: 0.951, Validation Accuracy: 0.955, Loss: 0.015 Epoch 33 Batch 218/269 - Train Accuracy: 0.970, Validation Accuracy: 0.953, Loss: 0.011 Epoch 33 Batch 219/269 - Train Accuracy: 0.965, Validation Accuracy: 0.951, Loss: 0.014 Epoch 33 Batch 220/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.015 Epoch 33 Batch 221/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.014 Epoch 33 Batch 222/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.013 Epoch 33 Batch 223/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.012 Epoch 33 Batch 224/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.018 Epoch 33 Batch 225/269 - Train Accuracy: 0.956, Validation Accuracy: 0.956, Loss: 0.015 Epoch 33 Batch 226/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.014 Epoch 33 Batch 227/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.015 Epoch 33 Batch 228/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.013 Epoch 33 Batch 229/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.015 Epoch 33 Batch 230/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.014 Epoch 33 Batch 231/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.014 Epoch 33 Batch 232/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.016 Epoch 33 Batch 233/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.013 Epoch 33 Batch 234/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.012 Epoch 33 Batch 235/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.009 Epoch 33 Batch 236/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.012 Epoch 33 Batch 237/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.012 Epoch 33 Batch 238/269 - Train Accuracy: 0.969, Validation Accuracy: 0.953, Loss: 0.015 Epoch 33 Batch 239/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.015 Epoch 33 Batch 240/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.014 Epoch 33 Batch 241/269 - Train Accuracy: 0.953, Validation Accuracy: 0.960, Loss: 0.014 Epoch 33 Batch 242/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.013 Epoch 33 Batch 243/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.010 Epoch 33 Batch 244/269 - Train Accuracy: 0.960, Validation Accuracy: 0.962, Loss: 0.015 Epoch 33 Batch 245/269 - Train Accuracy: 0.957, Validation Accuracy: 0.960, Loss: 0.014 Epoch 33 Batch 246/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.015 Epoch 33 Batch 247/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.015 Epoch 33 Batch 248/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.014 Epoch 33 Batch 249/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.014 Epoch 33 Batch 250/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.014 Epoch 33 Batch 251/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.012 Epoch 33 Batch 252/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.010 Epoch 33 Batch 253/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.016 Epoch 33 Batch 254/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.013 Epoch 33 Batch 255/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.014 Epoch 33 Batch 256/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.014 Epoch 33 Batch 257/269 - Train Accuracy: 0.953, Validation Accuracy: 0.951, Loss: 0.017 Epoch 33 Batch 258/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.013 Epoch 33 Batch 259/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.015 Epoch 33 Batch 260/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.014 Epoch 33 Batch 261/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.012 Epoch 33 Batch 262/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.016 Epoch 33 Batch 263/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.016 Epoch 33 Batch 264/269 - Train Accuracy: 0.957, Validation Accuracy: 0.957, Loss: 0.015 Epoch 33 Batch 265/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.013 Epoch 33 Batch 266/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.011 Epoch 33 Batch 267/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.013 Epoch 34 Batch 0/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.015 Epoch 34 Batch 1/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.015 Epoch 34 Batch 2/269 - Train Accuracy: 0.964, Validation Accuracy: 0.952, Loss: 0.016 Epoch 34 Batch 3/269 - Train Accuracy: 0.973, Validation Accuracy: 0.955, Loss: 0.014 Epoch 34 Batch 4/269 - Train Accuracy: 0.957, Validation Accuracy: 0.962, Loss: 0.017 Epoch 34 Batch 5/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 34 Batch 6/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.013 Epoch 34 Batch 7/269 - Train Accuracy: 0.958, Validation Accuracy: 0.961, Loss: 0.014 Epoch 34 Batch 8/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.016 Epoch 34 Batch 9/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.016 Epoch 34 Batch 10/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.011 Epoch 34 Batch 11/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.018 Epoch 34 Batch 12/269 - Train Accuracy: 0.960, Validation Accuracy: 0.961, Loss: 0.015 Epoch 34 Batch 13/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.013 Epoch 34 Batch 14/269 - Train Accuracy: 0.960, Validation Accuracy: 0.962, Loss: 0.011 Epoch 34 Batch 15/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.011 Epoch 34 Batch 16/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.017 Epoch 34 Batch 17/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.013 Epoch 34 Batch 18/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.013 Epoch 34 Batch 19/269 - Train Accuracy: 0.974, Validation Accuracy: 0.955, Loss: 0.010 Epoch 34 Batch 20/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.014 Epoch 34 Batch 21/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.016 Epoch 34 Batch 22/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.014 Epoch 34 Batch 23/269 - Train Accuracy: 0.959, Validation Accuracy: 0.960, Loss: 0.017 Epoch 34 Batch 24/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.014 Epoch 34 Batch 25/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.014 Epoch 34 Batch 26/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.013 Epoch 34 Batch 27/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.012 Epoch 34 Batch 28/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.017 Epoch 34 Batch 29/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.017 Epoch 34 Batch 30/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.017 Epoch 34 Batch 31/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.015 Epoch 34 Batch 32/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 34 Batch 33/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.015 Epoch 34 Batch 34/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.016 Epoch 34 Batch 35/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.023 Epoch 34 Batch 36/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.015 Epoch 34 Batch 37/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.016 Epoch 34 Batch 38/269 - Train Accuracy: 0.954, Validation Accuracy: 0.955, Loss: 0.018 Epoch 34 Batch 39/269 - Train Accuracy: 0.969, Validation Accuracy: 0.953, Loss: 0.012 Epoch 34 Batch 40/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.019 Epoch 34 Batch 41/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.017 Epoch 34 Batch 42/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.016 Epoch 34 Batch 43/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.018 Epoch 34 Batch 44/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.019 Epoch 34 Batch 45/269 - Train Accuracy: 0.948, Validation Accuracy: 0.958, Loss: 0.020 Epoch 34 Batch 46/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.015 Epoch 34 Batch 47/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.015 Epoch 34 Batch 48/269 - Train Accuracy: 0.955, Validation Accuracy: 0.957, Loss: 0.016 Epoch 34 Batch 49/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.018 Epoch 34 Batch 50/269 - Train Accuracy: 0.954, Validation Accuracy: 0.960, Loss: 0.022 Epoch 34 Batch 51/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.018 Epoch 34 Batch 52/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.017 Epoch 34 Batch 53/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.021 Epoch 34 Batch 54/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.015 Epoch 34 Batch 55/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.019 Epoch 34 Batch 56/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.024 Epoch 34 Batch 57/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.021 Epoch 34 Batch 58/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.018 Epoch 34 Batch 59/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.015 Epoch 34 Batch 60/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.017 Epoch 34 Batch 61/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.018 Epoch 34 Batch 62/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.017 Epoch 34 Batch 63/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.021 Epoch 34 Batch 64/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.016 Epoch 34 Batch 65/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.018 Epoch 34 Batch 66/269 - Train Accuracy: 0.958, Validation Accuracy: 0.951, Loss: 0.013 Epoch 34 Batch 67/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.023 Epoch 34 Batch 68/269 - Train Accuracy: 0.958, Validation Accuracy: 0.951, Loss: 0.019 Epoch 34 Batch 69/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.017 Epoch 34 Batch 70/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.018 Epoch 34 Batch 71/269 - Train Accuracy: 0.970, Validation Accuracy: 0.953, Loss: 0.019 Epoch 34 Batch 72/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.016 Epoch 34 Batch 73/269 - Train Accuracy: 0.955, Validation Accuracy: 0.948, Loss: 0.016 Epoch 34 Batch 74/269 - Train Accuracy: 0.961, Validation Accuracy: 0.946, Loss: 0.019 Epoch 34 Batch 75/269 - Train Accuracy: 0.951, Validation Accuracy: 0.948, Loss: 0.023 Epoch 34 Batch 76/269 - Train Accuracy: 0.965, Validation Accuracy: 0.949, Loss: 0.017 Epoch 34 Batch 77/269 - Train Accuracy: 0.963, Validation Accuracy: 0.948, Loss: 0.018 Epoch 34 Batch 78/269 - Train Accuracy: 0.965, Validation Accuracy: 0.949, Loss: 0.015 Epoch 34 Batch 79/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.017 Epoch 34 Batch 80/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.015 Epoch 34 Batch 81/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.018 Epoch 34 Batch 82/269 - Train Accuracy: 0.968, Validation Accuracy: 0.953, Loss: 0.015 Epoch 34 Batch 83/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.020 Epoch 34 Batch 84/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.014 Epoch 34 Batch 85/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.017 Epoch 34 Batch 86/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.015 Epoch 34 Batch 87/269 - Train Accuracy: 0.970, Validation Accuracy: 0.950, Loss: 0.017 Epoch 34 Batch 88/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.015 Epoch 34 Batch 89/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.015 Epoch 34 Batch 90/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.016 Epoch 34 Batch 91/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.014 Epoch 34 Batch 92/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.015 Epoch 34 Batch 93/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.014 Epoch 34 Batch 94/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.022 Epoch 34 Batch 95/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.013 Epoch 34 Batch 96/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.015 Epoch 34 Batch 97/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.014 Epoch 34 Batch 98/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.018 Epoch 34 Batch 99/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.015 Epoch 34 Batch 100/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.016 Epoch 34 Batch 101/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.017 Epoch 34 Batch 102/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.013 Epoch 34 Batch 103/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.018 Epoch 34 Batch 104/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.015 Epoch 34 Batch 105/269 - Train Accuracy: 0.958, Validation Accuracy: 0.949, Loss: 0.018 Epoch 34 Batch 106/269 - Train Accuracy: 0.965, Validation Accuracy: 0.949, Loss: 0.013 Epoch 34 Batch 107/269 - Train Accuracy: 0.964, Validation Accuracy: 0.949, Loss: 0.013 Epoch 34 Batch 108/269 - Train Accuracy: 0.967, Validation Accuracy: 0.952, Loss: 0.013 Epoch 34 Batch 109/269 - Train Accuracy: 0.951, Validation Accuracy: 0.949, Loss: 0.018 Epoch 34 Batch 110/269 - Train Accuracy: 0.968, Validation Accuracy: 0.953, Loss: 0.012 Epoch 34 Batch 111/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.015 Epoch 34 Batch 112/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.015 Epoch 34 Batch 113/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.015 Epoch 34 Batch 114/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.015 Epoch 34 Batch 115/269 - Train Accuracy: 0.960, Validation Accuracy: 0.948, Loss: 0.015 Epoch 34 Batch 116/269 - Train Accuracy: 0.966, Validation Accuracy: 0.949, Loss: 0.013 Epoch 34 Batch 117/269 - Train Accuracy: 0.968, Validation Accuracy: 0.952, Loss: 0.014 Epoch 34 Batch 118/269 - Train Accuracy: 0.969, Validation Accuracy: 0.948, Loss: 0.011 Epoch 34 Batch 119/269 - Train Accuracy: 0.956, Validation Accuracy: 0.947, Loss: 0.018 Epoch 34 Batch 120/269 - Train Accuracy: 0.966, Validation Accuracy: 0.951, Loss: 0.016 Epoch 34 Batch 121/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.014 Epoch 34 Batch 122/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.016 Epoch 34 Batch 123/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.015 Epoch 34 Batch 124/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.014 Epoch 34 Batch 125/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.012 Epoch 34 Batch 126/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.015 Epoch 34 Batch 127/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.015 Epoch 34 Batch 128/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.015 Epoch 34 Batch 129/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.015 Epoch 34 Batch 130/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.016 Epoch 34 Batch 131/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.015 Epoch 34 Batch 132/269 - Train Accuracy: 0.952, Validation Accuracy: 0.957, Loss: 0.017 Epoch 34 Batch 133/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.012 Epoch 34 Batch 134/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.016 Epoch 34 Batch 135/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.013 Epoch 34 Batch 136/269 - Train Accuracy: 0.950, Validation Accuracy: 0.959, Loss: 0.019 Epoch 34 Batch 137/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.016 Epoch 34 Batch 138/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.016 Epoch 34 Batch 139/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.011 Epoch 34 Batch 140/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.015 Epoch 34 Batch 141/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.016 Epoch 34 Batch 142/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.016 Epoch 34 Batch 143/269 - Train Accuracy: 0.956, Validation Accuracy: 0.959, Loss: 0.013 Epoch 34 Batch 144/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.014 Epoch 34 Batch 145/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.015 Epoch 34 Batch 146/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.017 Epoch 34 Batch 147/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.015 Epoch 34 Batch 148/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.014 Epoch 34 Batch 149/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.018 Epoch 34 Batch 150/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.015 Epoch 34 Batch 151/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.015 Epoch 34 Batch 152/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.016 Epoch 34 Batch 153/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.013 Epoch 34 Batch 154/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.014 Epoch 34 Batch 155/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.016 Epoch 34 Batch 156/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.013 Epoch 34 Batch 157/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.014 Epoch 34 Batch 158/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.014 Epoch 34 Batch 159/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.013 Epoch 34 Batch 160/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.014 Epoch 34 Batch 161/269 - Train Accuracy: 0.969, Validation Accuracy: 0.952, Loss: 0.013 Epoch 34 Batch 162/269 - Train Accuracy: 0.967, Validation Accuracy: 0.951, Loss: 0.012 Epoch 34 Batch 163/269 - Train Accuracy: 0.973, Validation Accuracy: 0.950, Loss: 0.012 Epoch 34 Batch 164/269 - Train Accuracy: 0.966, Validation Accuracy: 0.950, Loss: 0.017 Epoch 34 Batch 165/269 - Train Accuracy: 0.972, Validation Accuracy: 0.951, Loss: 0.011 Epoch 34 Batch 166/269 - Train Accuracy: 0.969, Validation Accuracy: 0.951, Loss: 0.013 Epoch 34 Batch 167/269 - Train Accuracy: 0.964, Validation Accuracy: 0.951, Loss: 0.019 Epoch 34 Batch 168/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.015 Epoch 34 Batch 169/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.012 Epoch 34 Batch 170/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.013 Epoch 34 Batch 171/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.016 Epoch 34 Batch 172/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.015 Epoch 34 Batch 173/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.017 Epoch 34 Batch 174/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.014 Epoch 34 Batch 175/269 - Train Accuracy: 0.957, Validation Accuracy: 0.962, Loss: 0.022 Epoch 34 Batch 176/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.016 Epoch 34 Batch 177/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.012 Epoch 34 Batch 178/269 - Train Accuracy: 0.965, Validation Accuracy: 0.952, Loss: 0.015 Epoch 34 Batch 179/269 - Train Accuracy: 0.968, Validation Accuracy: 0.952, Loss: 0.017 Epoch 34 Batch 180/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.015 Epoch 34 Batch 181/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.015 Epoch 34 Batch 182/269 - Train Accuracy: 0.971, Validation Accuracy: 0.953, Loss: 0.014 Epoch 34 Batch 183/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.011 Epoch 34 Batch 184/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.014 Epoch 34 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.949, Loss: 0.013 Epoch 34 Batch 186/269 - Train Accuracy: 0.964, Validation Accuracy: 0.946, Loss: 0.013 Epoch 34 Batch 187/269 - Train Accuracy: 0.969, Validation Accuracy: 0.949, Loss: 0.013 Epoch 34 Batch 188/269 - Train Accuracy: 0.967, Validation Accuracy: 0.952, Loss: 0.015 Epoch 34 Batch 189/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.013 Epoch 34 Batch 190/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.015 Epoch 34 Batch 191/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.013 Epoch 34 Batch 192/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.012 Epoch 34 Batch 193/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.013 Epoch 34 Batch 194/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.012 Epoch 34 Batch 195/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.013 Epoch 34 Batch 196/269 - Train Accuracy: 0.967, Validation Accuracy: 0.952, Loss: 0.014 Epoch 34 Batch 197/269 - Train Accuracy: 0.965, Validation Accuracy: 0.950, Loss: 0.013 Epoch 34 Batch 198/269 - Train Accuracy: 0.968, Validation Accuracy: 0.949, Loss: 0.012 Epoch 34 Batch 199/269 - Train Accuracy: 0.966, Validation Accuracy: 0.950, Loss: 0.014 Epoch 34 Batch 200/269 - Train Accuracy: 0.976, Validation Accuracy: 0.951, Loss: 0.014 Epoch 34 Batch 201/269 - Train Accuracy: 0.971, Validation Accuracy: 0.953, Loss: 0.013 Epoch 34 Batch 202/269 - Train Accuracy: 0.966, Validation Accuracy: 0.952, Loss: 0.017 Epoch 34 Batch 203/269 - Train Accuracy: 0.965, Validation Accuracy: 0.948, Loss: 0.018 Epoch 34 Batch 204/269 - Train Accuracy: 0.973, Validation Accuracy: 0.944, Loss: 0.011 Epoch 34 Batch 205/269 - Train Accuracy: 0.968, Validation Accuracy: 0.945, Loss: 0.014 Epoch 34 Batch 206/269 - Train Accuracy: 0.959, Validation Accuracy: 0.947, Loss: 0.016 Epoch 34 Batch 207/269 - Train Accuracy: 0.965, Validation Accuracy: 0.948, Loss: 0.015 Epoch 34 Batch 208/269 - Train Accuracy: 0.967, Validation Accuracy: 0.950, Loss: 0.017 Epoch 34 Batch 209/269 - Train Accuracy: 0.965, Validation Accuracy: 0.951, Loss: 0.015 Epoch 34 Batch 210/269 - Train Accuracy: 0.971, Validation Accuracy: 0.953, Loss: 0.013 Epoch 34 Batch 211/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.017 Epoch 34 Batch 212/269 - Train Accuracy: 0.956, Validation Accuracy: 0.954, Loss: 0.018 Epoch 34 Batch 213/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.014 Epoch 34 Batch 214/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.014 Epoch 34 Batch 215/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.014 Epoch 34 Batch 216/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.017 Epoch 34 Batch 217/269 - Train Accuracy: 0.950, Validation Accuracy: 0.951, Loss: 0.017 Epoch 34 Batch 218/269 - Train Accuracy: 0.973, Validation Accuracy: 0.953, Loss: 0.012 Epoch 34 Batch 219/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.015 Epoch 34 Batch 220/269 - Train Accuracy: 0.956, Validation Accuracy: 0.954, Loss: 0.014 Epoch 34 Batch 221/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.014 Epoch 34 Batch 222/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.015 Epoch 34 Batch 223/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.013 Epoch 34 Batch 224/269 - Train Accuracy: 0.957, Validation Accuracy: 0.957, Loss: 0.019 Epoch 34 Batch 225/269 - Train Accuracy: 0.952, Validation Accuracy: 0.958, Loss: 0.015 Epoch 34 Batch 226/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.017 Epoch 34 Batch 227/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.017 Epoch 34 Batch 228/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.013 Epoch 34 Batch 229/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.015 Epoch 34 Batch 230/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.013 Epoch 34 Batch 231/269 - Train Accuracy: 0.960, Validation Accuracy: 0.962, Loss: 0.016 Epoch 34 Batch 232/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.014 Epoch 34 Batch 233/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.013 Epoch 34 Batch 234/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.013 Epoch 34 Batch 235/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.011 Epoch 34 Batch 236/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.013 Epoch 34 Batch 237/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.012 Epoch 34 Batch 238/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.013 Epoch 34 Batch 239/269 - Train Accuracy: 0.968, Validation Accuracy: 0.951, Loss: 0.014 Epoch 34 Batch 240/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.016 Epoch 34 Batch 241/269 - Train Accuracy: 0.952, Validation Accuracy: 0.956, Loss: 0.018 Epoch 34 Batch 242/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.015 Epoch 34 Batch 243/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.012 Epoch 34 Batch 244/269 - Train Accuracy: 0.957, Validation Accuracy: 0.959, Loss: 0.014 Epoch 34 Batch 245/269 - Train Accuracy: 0.957, Validation Accuracy: 0.958, Loss: 0.014 Epoch 34 Batch 246/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.016 Epoch 34 Batch 247/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.014 Epoch 34 Batch 248/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.012 Epoch 34 Batch 249/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.013 Epoch 34 Batch 250/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.015 Epoch 34 Batch 251/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.014 Epoch 34 Batch 252/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.009 Epoch 34 Batch 253/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.015 Epoch 34 Batch 254/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.018 Epoch 34 Batch 255/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.013 Epoch 34 Batch 256/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.014 Epoch 34 Batch 257/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.017 Epoch 34 Batch 258/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.014 Epoch 34 Batch 259/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.014 Epoch 34 Batch 260/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.014 Epoch 34 Batch 261/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.011 Epoch 34 Batch 262/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.015 Epoch 34 Batch 263/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.015 Epoch 34 Batch 264/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.015 Epoch 34 Batch 265/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.015 Epoch 34 Batch 266/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.011 Epoch 34 Batch 267/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.015 Epoch 35 Batch 0/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.012 Epoch 35 Batch 1/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.014 Epoch 35 Batch 2/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.015 Epoch 35 Batch 3/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.015 Epoch 35 Batch 4/269 - Train Accuracy: 0.959, Validation Accuracy: 0.962, Loss: 0.016 Epoch 35 Batch 5/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.014 Epoch 35 Batch 6/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.013 Epoch 35 Batch 7/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.017 Epoch 35 Batch 8/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.017 Epoch 35 Batch 9/269 - Train Accuracy: 0.960, Validation Accuracy: 0.963, Loss: 0.014 Epoch 35 Batch 10/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.013 Epoch 35 Batch 11/269 - Train Accuracy: 0.961, Validation Accuracy: 0.964, Loss: 0.018 Epoch 35 Batch 12/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.018 Epoch 35 Batch 13/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 35 Batch 14/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.012 Epoch 35 Batch 15/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.012 Epoch 35 Batch 16/269 - Train Accuracy: 0.958, Validation Accuracy: 0.962, Loss: 0.019 Epoch 35 Batch 17/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.011 Epoch 35 Batch 18/269 - Train Accuracy: 0.958, Validation Accuracy: 0.959, Loss: 0.014 Epoch 35 Batch 19/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 35 Batch 20/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.015 Epoch 35 Batch 21/269 - Train Accuracy: 0.956, Validation Accuracy: 0.958, Loss: 0.017 Epoch 35 Batch 22/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.015 Epoch 35 Batch 23/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.021 Epoch 35 Batch 24/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.014 Epoch 35 Batch 25/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.016 Epoch 35 Batch 26/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.013 Epoch 35 Batch 27/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.016 Epoch 35 Batch 28/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.014 Epoch 35 Batch 29/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.017 Epoch 35 Batch 30/269 - Train Accuracy: 0.953, Validation Accuracy: 0.957, Loss: 0.017 Epoch 35 Batch 31/269 - Train Accuracy: 0.964, Validation Accuracy: 0.951, Loss: 0.016 Epoch 35 Batch 32/269 - Train Accuracy: 0.973, Validation Accuracy: 0.955, Loss: 0.011 Epoch 35 Batch 33/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.014 Epoch 35 Batch 34/269 - Train Accuracy: 0.960, Validation Accuracy: 0.961, Loss: 0.014 Epoch 35 Batch 35/269 - Train Accuracy: 0.960, Validation Accuracy: 0.966, Loss: 0.019 Epoch 35 Batch 36/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.014 Epoch 35 Batch 37/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.014 Epoch 35 Batch 38/269 - Train Accuracy: 0.957, Validation Accuracy: 0.960, Loss: 0.012 Epoch 35 Batch 39/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.012 Epoch 35 Batch 40/269 - Train Accuracy: 0.955, Validation Accuracy: 0.956, Loss: 0.014 Epoch 35 Batch 41/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.015 Epoch 35 Batch 42/269 - Train Accuracy: 0.970, Validation Accuracy: 0.952, Loss: 0.013 Epoch 35 Batch 43/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.015 Epoch 35 Batch 44/269 - Train Accuracy: 0.958, Validation Accuracy: 0.955, Loss: 0.016 Epoch 35 Batch 45/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.014 Epoch 35 Batch 46/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.010 Epoch 35 Batch 47/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.012 Epoch 35 Batch 48/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 35 Batch 49/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.014 Epoch 35 Batch 50/269 - Train Accuracy: 0.958, Validation Accuracy: 0.963, Loss: 0.017 Epoch 35 Batch 51/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.012 Epoch 35 Batch 52/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.013 Epoch 35 Batch 53/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.014 Epoch 35 Batch 54/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.015 Epoch 35 Batch 55/269 - Train Accuracy: 0.956, Validation Accuracy: 0.956, Loss: 0.017 Epoch 35 Batch 56/269 - Train Accuracy: 0.958, Validation Accuracy: 0.960, Loss: 0.018 Epoch 35 Batch 57/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.015 Epoch 35 Batch 58/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.016 Epoch 35 Batch 59/269 - Train Accuracy: 0.971, Validation Accuracy: 0.953, Loss: 0.012 Epoch 35 Batch 60/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.015 Epoch 35 Batch 61/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.016 Epoch 35 Batch 62/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.015 Epoch 35 Batch 63/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.017 Epoch 35 Batch 64/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.011 Epoch 35 Batch 65/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.015 Epoch 35 Batch 66/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.014 Epoch 35 Batch 67/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.017 Epoch 35 Batch 68/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.018 Epoch 35 Batch 69/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.015 Epoch 35 Batch 70/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.015 Epoch 35 Batch 71/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.017 Epoch 35 Batch 72/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.016 Epoch 35 Batch 73/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.014 Epoch 35 Batch 74/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.012 Epoch 35 Batch 75/269 - Train Accuracy: 0.955, Validation Accuracy: 0.959, Loss: 0.017 Epoch 35 Batch 76/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.015 Epoch 35 Batch 77/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.014 Epoch 35 Batch 78/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.015 Epoch 35 Batch 79/269 - Train Accuracy: 0.956, Validation Accuracy: 0.959, Loss: 0.018 Epoch 35 Batch 80/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 35 Batch 81/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.014 Epoch 35 Batch 82/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.013 Epoch 35 Batch 83/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.016 Epoch 35 Batch 84/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.015 Epoch 35 Batch 85/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.014 Epoch 35 Batch 86/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.012 Epoch 35 Batch 87/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.020 Epoch 35 Batch 88/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.015 Epoch 35 Batch 89/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.014 Epoch 35 Batch 90/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.015 Epoch 35 Batch 91/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 35 Batch 92/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.013 Epoch 35 Batch 93/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.014 Epoch 35 Batch 94/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.018 Epoch 35 Batch 95/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.013 Epoch 35 Batch 96/269 - Train Accuracy: 0.960, Validation Accuracy: 0.963, Loss: 0.016 Epoch 35 Batch 97/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.016 Epoch 35 Batch 98/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.018 Epoch 35 Batch 99/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.015 Epoch 35 Batch 100/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.017 Epoch 35 Batch 101/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.018 Epoch 35 Batch 102/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.014 Epoch 35 Batch 103/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.016 Epoch 35 Batch 104/269 - Train Accuracy: 0.958, Validation Accuracy: 0.964, Loss: 0.015 Epoch 35 Batch 105/269 - Train Accuracy: 0.958, Validation Accuracy: 0.963, Loss: 0.015 Epoch 35 Batch 106/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 35 Batch 107/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.014 Epoch 35 Batch 108/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.013 Epoch 35 Batch 109/269 - Train Accuracy: 0.958, Validation Accuracy: 0.961, Loss: 0.016 Epoch 35 Batch 110/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.013 Epoch 35 Batch 111/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.015 Epoch 35 Batch 112/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.014 Epoch 35 Batch 113/269 - Train Accuracy: 0.951, Validation Accuracy: 0.953, Loss: 0.015 Epoch 35 Batch 114/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.014 Epoch 35 Batch 115/269 - Train Accuracy: 0.967, Validation Accuracy: 0.950, Loss: 0.015 Epoch 35 Batch 116/269 - Train Accuracy: 0.965, Validation Accuracy: 0.951, Loss: 0.013 Epoch 35 Batch 117/269 - Train Accuracy: 0.972, Validation Accuracy: 0.953, Loss: 0.013 Epoch 35 Batch 118/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.013 Epoch 35 Batch 119/269 - Train Accuracy: 0.951, Validation Accuracy: 0.955, Loss: 0.018 Epoch 35 Batch 120/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.014 Epoch 35 Batch 121/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.017 Epoch 35 Batch 122/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.015 Epoch 35 Batch 123/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.014 Epoch 35 Batch 124/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.014 Epoch 35 Batch 125/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.012 Epoch 35 Batch 126/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.013 Epoch 35 Batch 127/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.014 Epoch 35 Batch 128/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.015 Epoch 35 Batch 129/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.014 Epoch 35 Batch 130/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.016 Epoch 35 Batch 131/269 - Train Accuracy: 0.958, Validation Accuracy: 0.959, Loss: 0.018 Epoch 35 Batch 132/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.017 Epoch 35 Batch 133/269 - Train Accuracy: 0.957, Validation Accuracy: 0.964, Loss: 0.014 Epoch 35 Batch 134/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.014 Epoch 35 Batch 135/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.014 Epoch 35 Batch 136/269 - Train Accuracy: 0.954, Validation Accuracy: 0.961, Loss: 0.014 Epoch 35 Batch 137/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.014 Epoch 35 Batch 138/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.013 Epoch 35 Batch 139/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.012 Epoch 35 Batch 140/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.012 Epoch 35 Batch 141/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.014 Epoch 35 Batch 142/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 35 Batch 143/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.015 Epoch 35 Batch 144/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.014 Epoch 35 Batch 145/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.011 Epoch 35 Batch 146/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.014 Epoch 35 Batch 147/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.018 Epoch 35 Batch 148/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.015 Epoch 35 Batch 149/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.017 Epoch 35 Batch 150/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.015 Epoch 35 Batch 151/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.017 Epoch 35 Batch 152/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.012 Epoch 35 Batch 153/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.013 Epoch 35 Batch 154/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.017 Epoch 35 Batch 155/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.016 Epoch 35 Batch 156/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.014 Epoch 35 Batch 157/269 - Train Accuracy: 0.957, Validation Accuracy: 0.961, Loss: 0.016 Epoch 35 Batch 158/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.013 Epoch 35 Batch 159/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.016 Epoch 35 Batch 160/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 35 Batch 161/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.012 Epoch 35 Batch 162/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.013 Epoch 35 Batch 163/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.012 Epoch 35 Batch 164/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.013 Epoch 35 Batch 165/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.011 Epoch 35 Batch 166/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.014 Epoch 35 Batch 167/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.014 Epoch 35 Batch 168/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.015 Epoch 35 Batch 169/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.012 Epoch 35 Batch 170/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.016 Epoch 35 Batch 171/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.014 Epoch 35 Batch 172/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.014 Epoch 35 Batch 173/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.012 Epoch 35 Batch 174/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.012 Epoch 35 Batch 175/269 - Train Accuracy: 0.959, Validation Accuracy: 0.965, Loss: 0.020 Epoch 35 Batch 176/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.012 Epoch 35 Batch 177/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 35 Batch 178/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.013 Epoch 35 Batch 179/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.014 Epoch 35 Batch 180/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.013 Epoch 35 Batch 181/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.016 Epoch 35 Batch 182/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.013 Epoch 35 Batch 183/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.011 Epoch 35 Batch 184/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.014 Epoch 35 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.013 Epoch 35 Batch 186/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.010 Epoch 35 Batch 187/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.012 Epoch 35 Batch 188/269 - Train Accuracy: 0.973, Validation Accuracy: 0.952, Loss: 0.016 Epoch 35 Batch 189/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.012 Epoch 35 Batch 190/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.015 Epoch 35 Batch 191/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.013 Epoch 35 Batch 192/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.013 Epoch 35 Batch 193/269 - Train Accuracy: 0.965, Validation Accuracy: 0.952, Loss: 0.012 Epoch 35 Batch 194/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.012 Epoch 35 Batch 195/269 - Train Accuracy: 0.968, Validation Accuracy: 0.953, Loss: 0.011 Epoch 35 Batch 196/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.015 Epoch 35 Batch 197/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.012 Epoch 35 Batch 198/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.013 Epoch 35 Batch 199/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.015 Epoch 35 Batch 200/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.012 Epoch 35 Batch 201/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.013 Epoch 35 Batch 202/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.015 Epoch 35 Batch 203/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.015 Epoch 35 Batch 204/269 - Train Accuracy: 0.968, Validation Accuracy: 0.953, Loss: 0.014 Epoch 35 Batch 205/269 - Train Accuracy: 0.971, Validation Accuracy: 0.949, Loss: 0.013 Epoch 35 Batch 206/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.017 Epoch 35 Batch 207/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.014 Epoch 35 Batch 208/269 - Train Accuracy: 0.964, Validation Accuracy: 0.952, Loss: 0.017 Epoch 35 Batch 209/269 - Train Accuracy: 0.957, Validation Accuracy: 0.947, Loss: 0.017 Epoch 35 Batch 210/269 - Train Accuracy: 0.969, Validation Accuracy: 0.950, Loss: 0.014 Epoch 35 Batch 211/269 - Train Accuracy: 0.968, Validation Accuracy: 0.951, Loss: 0.017 Epoch 35 Batch 212/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.021 Epoch 35 Batch 213/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.015 Epoch 35 Batch 214/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.016 Epoch 35 Batch 215/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.015 Epoch 35 Batch 216/269 - Train Accuracy: 0.959, Validation Accuracy: 0.964, Loss: 0.019 Epoch 35 Batch 217/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.017 Epoch 35 Batch 218/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.012 Epoch 35 Batch 219/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.013 Epoch 35 Batch 220/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.013 Epoch 35 Batch 221/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.019 Epoch 35 Batch 222/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.014 Epoch 35 Batch 223/269 - Train Accuracy: 0.970, Validation Accuracy: 0.953, Loss: 0.011 Epoch 35 Batch 224/269 - Train Accuracy: 0.954, Validation Accuracy: 0.952, Loss: 0.019 Epoch 35 Batch 225/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.013 Epoch 35 Batch 226/269 - Train Accuracy: 0.970, Validation Accuracy: 0.952, Loss: 0.017 Epoch 35 Batch 227/269 - Train Accuracy: 0.969, Validation Accuracy: 0.950, Loss: 0.018 Epoch 35 Batch 228/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.014 Epoch 35 Batch 229/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.016 Epoch 35 Batch 230/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.017 Epoch 35 Batch 231/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.017 Epoch 35 Batch 232/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.017 Epoch 35 Batch 233/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.015 Epoch 35 Batch 234/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.013 Epoch 35 Batch 235/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.011 Epoch 35 Batch 236/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.015 Epoch 35 Batch 237/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.016 Epoch 35 Batch 238/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.015 Epoch 35 Batch 239/269 - Train Accuracy: 0.970, Validation Accuracy: 0.953, Loss: 0.016 Epoch 35 Batch 240/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.016 Epoch 35 Batch 241/269 - Train Accuracy: 0.953, Validation Accuracy: 0.953, Loss: 0.019 Epoch 35 Batch 242/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.015 Epoch 35 Batch 243/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.014 Epoch 35 Batch 244/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.014 Epoch 35 Batch 245/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.016 Epoch 35 Batch 246/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.017 Epoch 35 Batch 247/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.014 Epoch 35 Batch 248/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.014 Epoch 35 Batch 249/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.019 Epoch 35 Batch 250/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.019 Epoch 35 Batch 251/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.015 Epoch 35 Batch 252/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.013 Epoch 35 Batch 253/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.015 Epoch 35 Batch 254/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.015 Epoch 35 Batch 255/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.013 Epoch 35 Batch 256/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.014 Epoch 35 Batch 257/269 - Train Accuracy: 0.957, Validation Accuracy: 0.960, Loss: 0.018 Epoch 35 Batch 258/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.015 Epoch 35 Batch 259/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.015 Epoch 35 Batch 260/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.016 Epoch 35 Batch 261/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.015 Epoch 35 Batch 262/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.015 Epoch 35 Batch 263/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.017 Epoch 35 Batch 264/269 - Train Accuracy: 0.955, Validation Accuracy: 0.965, Loss: 0.017 Epoch 35 Batch 265/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.016 Epoch 35 Batch 266/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.014 Epoch 35 Batch 267/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.015 Epoch 36 Batch 0/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.016 Epoch 36 Batch 1/269 - Train Accuracy: 0.961, Validation Accuracy: 0.964, Loss: 0.016 Epoch 36 Batch 2/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.014 Epoch 36 Batch 3/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 36 Batch 4/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.015 Epoch 36 Batch 5/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.015 Epoch 36 Batch 6/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.013 Epoch 36 Batch 7/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.014 Epoch 36 Batch 8/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.014 Epoch 36 Batch 9/269 - Train Accuracy: 0.957, Validation Accuracy: 0.961, Loss: 0.016 Epoch 36 Batch 10/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.015 Epoch 36 Batch 11/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.017 Epoch 36 Batch 12/269 - Train Accuracy: 0.958, Validation Accuracy: 0.960, Loss: 0.018 Epoch 36 Batch 13/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.014 Epoch 36 Batch 14/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.014 Epoch 36 Batch 15/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.011 Epoch 36 Batch 16/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.017 Epoch 36 Batch 17/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.011 Epoch 36 Batch 18/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.014 Epoch 36 Batch 19/269 - Train Accuracy: 0.974, Validation Accuracy: 0.954, Loss: 0.011 Epoch 36 Batch 20/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.013 Epoch 36 Batch 21/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.015 Epoch 36 Batch 22/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.015 Epoch 36 Batch 23/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.016 Epoch 36 Batch 24/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.014 Epoch 36 Batch 25/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.015 Epoch 36 Batch 26/269 - Train Accuracy: 0.959, Validation Accuracy: 0.960, Loss: 0.013 Epoch 36 Batch 27/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.013 Epoch 36 Batch 28/269 - Train Accuracy: 0.959, Validation Accuracy: 0.960, Loss: 0.015 Epoch 36 Batch 29/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.012 Epoch 36 Batch 30/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.015 Epoch 36 Batch 31/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.012 Epoch 36 Batch 32/269 - Train Accuracy: 0.975, Validation Accuracy: 0.955, Loss: 0.008 Epoch 36 Batch 33/269 - Train Accuracy: 0.976, Validation Accuracy: 0.955, Loss: 0.011 Epoch 36 Batch 34/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.014 Epoch 36 Batch 35/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.018 Epoch 36 Batch 36/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.014 Epoch 36 Batch 37/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.014 Epoch 36 Batch 38/269 - Train Accuracy: 0.958, Validation Accuracy: 0.961, Loss: 0.013 Epoch 36 Batch 39/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.011 Epoch 36 Batch 40/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.015 Epoch 36 Batch 41/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.014 Epoch 36 Batch 42/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.013 Epoch 36 Batch 43/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.015 Epoch 36 Batch 44/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.015 Epoch 36 Batch 45/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.014 Epoch 36 Batch 46/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 36 Batch 47/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.009 Epoch 36 Batch 48/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.013 Epoch 36 Batch 49/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.013 Epoch 36 Batch 50/269 - Train Accuracy: 0.956, Validation Accuracy: 0.961, Loss: 0.016 Epoch 36 Batch 51/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.014 Epoch 36 Batch 52/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 36 Batch 53/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.013 Epoch 36 Batch 54/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.014 Epoch 36 Batch 55/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.017 Epoch 36 Batch 56/269 - Train Accuracy: 0.952, Validation Accuracy: 0.962, Loss: 0.016 Epoch 36 Batch 57/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.017 Epoch 36 Batch 58/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.014 Epoch 36 Batch 59/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.010 Epoch 36 Batch 60/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.016 Epoch 36 Batch 61/269 - Train Accuracy: 0.960, Validation Accuracy: 0.963, Loss: 0.013 Epoch 36 Batch 62/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.015 Epoch 36 Batch 63/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.017 Epoch 36 Batch 64/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.011 Epoch 36 Batch 65/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.016 Epoch 36 Batch 66/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.013 Epoch 36 Batch 67/269 - Train Accuracy: 0.957, Validation Accuracy: 0.951, Loss: 0.015 Epoch 36 Batch 68/269 - Train Accuracy: 0.957, Validation Accuracy: 0.951, Loss: 0.016 Epoch 36 Batch 69/269 - Train Accuracy: 0.955, Validation Accuracy: 0.951, Loss: 0.016 Epoch 36 Batch 70/269 - Train Accuracy: 0.968, Validation Accuracy: 0.952, Loss: 0.015 Epoch 36 Batch 71/269 - Train Accuracy: 0.969, Validation Accuracy: 0.953, Loss: 0.017 Epoch 36 Batch 72/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.013 Epoch 36 Batch 73/269 - Train Accuracy: 0.957, Validation Accuracy: 0.961, Loss: 0.014 Epoch 36 Batch 74/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.012 Epoch 36 Batch 75/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.018 Epoch 36 Batch 76/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.018 Epoch 36 Batch 77/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.014 Epoch 36 Batch 78/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.018 Epoch 36 Batch 79/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.016 Epoch 36 Batch 80/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.013 Epoch 36 Batch 81/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.015 Epoch 36 Batch 82/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.010 Epoch 36 Batch 83/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.017 Epoch 36 Batch 84/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.012 Epoch 36 Batch 85/269 - Train Accuracy: 0.960, Validation Accuracy: 0.950, Loss: 0.017 Epoch 36 Batch 86/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.013 Epoch 36 Batch 87/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.013 Epoch 36 Batch 88/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.015 Epoch 36 Batch 89/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.017 Epoch 36 Batch 90/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.014 Epoch 36 Batch 91/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.014 Epoch 36 Batch 92/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.014 Epoch 36 Batch 93/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.013 Epoch 36 Batch 94/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.017 Epoch 36 Batch 95/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.014 Epoch 36 Batch 96/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.016 Epoch 36 Batch 97/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.014 Epoch 36 Batch 98/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.017 Epoch 36 Batch 99/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.017 Epoch 36 Batch 100/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.016 Epoch 36 Batch 101/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.018 Epoch 36 Batch 102/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.012 Epoch 36 Batch 103/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.015 Epoch 36 Batch 104/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.016 Epoch 36 Batch 105/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.013 Epoch 36 Batch 106/269 - Train Accuracy: 0.963, Validation Accuracy: 0.950, Loss: 0.015 Epoch 36 Batch 107/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.013 Epoch 36 Batch 108/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.011 Epoch 36 Batch 109/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.014 Epoch 36 Batch 110/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.012 Epoch 36 Batch 111/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.013 Epoch 36 Batch 112/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.015 Epoch 36 Batch 113/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.014 Epoch 36 Batch 114/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.011 Epoch 36 Batch 115/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.016 Epoch 36 Batch 116/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.012 Epoch 36 Batch 117/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.013 Epoch 36 Batch 118/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.013 Epoch 36 Batch 119/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.017 Epoch 36 Batch 120/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.014 Epoch 36 Batch 121/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.013 Epoch 36 Batch 122/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.014 Epoch 36 Batch 123/269 - Train Accuracy: 0.958, Validation Accuracy: 0.961, Loss: 0.014 Epoch 36 Batch 124/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.012 Epoch 36 Batch 125/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 36 Batch 126/269 - Train Accuracy: 0.957, Validation Accuracy: 0.963, Loss: 0.014 Epoch 36 Batch 127/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.017 Epoch 36 Batch 128/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.015 Epoch 36 Batch 129/269 - Train Accuracy: 0.960, Validation Accuracy: 0.964, Loss: 0.017 Epoch 36 Batch 130/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.015 Epoch 36 Batch 131/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.015 Epoch 36 Batch 132/269 - Train Accuracy: 0.951, Validation Accuracy: 0.962, Loss: 0.019 Epoch 36 Batch 133/269 - Train Accuracy: 0.960, Validation Accuracy: 0.961, Loss: 0.015 Epoch 36 Batch 134/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.014 Epoch 36 Batch 135/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 36 Batch 136/269 - Train Accuracy: 0.958, Validation Accuracy: 0.961, Loss: 0.014 Epoch 36 Batch 137/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.014 Epoch 36 Batch 138/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.015 Epoch 36 Batch 139/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 36 Batch 140/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.014 Epoch 36 Batch 141/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.017 Epoch 36 Batch 142/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.015 Epoch 36 Batch 143/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.014 Epoch 36 Batch 144/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.012 Epoch 36 Batch 145/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 36 Batch 146/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.018 Epoch 36 Batch 147/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.018 Epoch 36 Batch 148/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.015 Epoch 36 Batch 149/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.018 Epoch 36 Batch 150/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.015 Epoch 36 Batch 151/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.016 Epoch 36 Batch 152/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.013 Epoch 36 Batch 153/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.012 Epoch 36 Batch 154/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.015 Epoch 36 Batch 155/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.015 Epoch 36 Batch 156/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.013 Epoch 36 Batch 157/269 - Train Accuracy: 0.957, Validation Accuracy: 0.957, Loss: 0.014 Epoch 36 Batch 158/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.015 Epoch 36 Batch 159/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.016 Epoch 36 Batch 160/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.014 Epoch 36 Batch 161/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.015 Epoch 36 Batch 162/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.014 Epoch 36 Batch 163/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.014 Epoch 36 Batch 164/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.016 Epoch 36 Batch 165/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.015 Epoch 36 Batch 166/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.016 Epoch 36 Batch 167/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.016 Epoch 36 Batch 168/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.017 Epoch 36 Batch 169/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.012 Epoch 36 Batch 170/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.016 Epoch 36 Batch 171/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.017 Epoch 36 Batch 172/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.015 Epoch 36 Batch 173/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.014 Epoch 36 Batch 174/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.015 Epoch 36 Batch 175/269 - Train Accuracy: 0.954, Validation Accuracy: 0.960, Loss: 0.023 Epoch 36 Batch 176/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.015 Epoch 36 Batch 177/269 - Train Accuracy: 0.973, Validation Accuracy: 0.957, Loss: 0.011 Epoch 36 Batch 178/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.015 Epoch 36 Batch 179/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.011 Epoch 36 Batch 180/269 - Train Accuracy: 0.968, Validation Accuracy: 0.950, Loss: 0.016 Epoch 36 Batch 181/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.018 Epoch 36 Batch 182/269 - Train Accuracy: 0.970, Validation Accuracy: 0.952, Loss: 0.018 Epoch 36 Batch 183/269 - Train Accuracy: 0.971, Validation Accuracy: 0.954, Loss: 0.010 Epoch 36 Batch 184/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.016 Epoch 36 Batch 185/269 - Train Accuracy: 0.968, Validation Accuracy: 0.953, Loss: 0.015 Epoch 36 Batch 186/269 - Train Accuracy: 0.965, Validation Accuracy: 0.952, Loss: 0.011 Epoch 36 Batch 187/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.014 Epoch 36 Batch 188/269 - Train Accuracy: 0.968, Validation Accuracy: 0.951, Loss: 0.016 Epoch 36 Batch 189/269 - Train Accuracy: 0.968, Validation Accuracy: 0.948, Loss: 0.015 Epoch 36 Batch 190/269 - Train Accuracy: 0.964, Validation Accuracy: 0.948, Loss: 0.016 Epoch 36 Batch 191/269 - Train Accuracy: 0.972, Validation Accuracy: 0.949, Loss: 0.014 Epoch 36 Batch 192/269 - Train Accuracy: 0.971, Validation Accuracy: 0.952, Loss: 0.015 Epoch 36 Batch 193/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.012 Epoch 36 Batch 194/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.015 Epoch 36 Batch 195/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.013 Epoch 36 Batch 196/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.019 Epoch 36 Batch 197/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.016 Epoch 36 Batch 198/269 - Train Accuracy: 0.969, Validation Accuracy: 0.949, Loss: 0.015 Epoch 36 Batch 199/269 - Train Accuracy: 0.971, Validation Accuracy: 0.953, Loss: 0.014 Epoch 36 Batch 200/269 - Train Accuracy: 0.975, Validation Accuracy: 0.954, Loss: 0.016 Epoch 36 Batch 201/269 - Train Accuracy: 0.968, Validation Accuracy: 0.952, Loss: 0.014 Epoch 36 Batch 202/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.017 Epoch 36 Batch 203/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.020 Epoch 36 Batch 204/269 - Train Accuracy: 0.972, Validation Accuracy: 0.954, Loss: 0.014 Epoch 36 Batch 205/269 - Train Accuracy: 0.968, Validation Accuracy: 0.953, Loss: 0.015 Epoch 36 Batch 206/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.018 Epoch 36 Batch 207/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.018 Epoch 36 Batch 208/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.015 Epoch 36 Batch 209/269 - Train Accuracy: 0.964, Validation Accuracy: 0.952, Loss: 0.014 Epoch 36 Batch 210/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.018 Epoch 36 Batch 211/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.017 Epoch 36 Batch 212/269 - Train Accuracy: 0.958, Validation Accuracy: 0.951, Loss: 0.019 Epoch 36 Batch 213/269 - Train Accuracy: 0.968, Validation Accuracy: 0.949, Loss: 0.017 Epoch 36 Batch 214/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.017 Epoch 36 Batch 215/269 - Train Accuracy: 0.969, Validation Accuracy: 0.953, Loss: 0.015 Epoch 36 Batch 216/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.020 Epoch 36 Batch 217/269 - Train Accuracy: 0.954, Validation Accuracy: 0.953, Loss: 0.017 Epoch 36 Batch 218/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.015 Epoch 36 Batch 219/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.016 Epoch 36 Batch 220/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.017 Epoch 36 Batch 221/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.018 Epoch 36 Batch 222/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.015 Epoch 36 Batch 223/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.011 Epoch 36 Batch 224/269 - Train Accuracy: 0.959, Validation Accuracy: 0.960, Loss: 0.020 Epoch 36 Batch 225/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.013 Epoch 36 Batch 226/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.017 Epoch 36 Batch 227/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.017 Epoch 36 Batch 228/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.015 Epoch 36 Batch 229/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.016 Epoch 36 Batch 230/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.014 Epoch 36 Batch 231/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.014 Epoch 36 Batch 232/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.015 Epoch 36 Batch 233/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.014 Epoch 36 Batch 234/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.014 Epoch 36 Batch 235/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 36 Batch 236/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.013 Epoch 36 Batch 237/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.015 Epoch 36 Batch 238/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.012 Epoch 36 Batch 239/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.013 Epoch 36 Batch 240/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.014 Epoch 36 Batch 241/269 - Train Accuracy: 0.949, Validation Accuracy: 0.962, Loss: 0.018 Epoch 36 Batch 242/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.015 Epoch 36 Batch 243/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.011 Epoch 36 Batch 244/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.013 Epoch 36 Batch 245/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.014 Epoch 36 Batch 246/269 - Train Accuracy: 0.954, Validation Accuracy: 0.957, Loss: 0.016 Epoch 36 Batch 247/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.014 Epoch 36 Batch 248/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.012 Epoch 36 Batch 249/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.016 Epoch 36 Batch 250/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.015 Epoch 36 Batch 251/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.013 Epoch 36 Batch 252/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.012 Epoch 36 Batch 253/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.014 Epoch 36 Batch 254/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.014 Epoch 36 Batch 255/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.015 Epoch 36 Batch 256/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.013 Epoch 36 Batch 257/269 - Train Accuracy: 0.952, Validation Accuracy: 0.964, Loss: 0.020 Epoch 36 Batch 258/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 36 Batch 259/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.014 Epoch 36 Batch 260/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.015 Epoch 36 Batch 261/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.014 Epoch 36 Batch 262/269 - Train Accuracy: 0.959, Validation Accuracy: 0.963, Loss: 0.017 Epoch 36 Batch 263/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.016 Epoch 36 Batch 264/269 - Train Accuracy: 0.961, Validation Accuracy: 0.964, Loss: 0.016 Epoch 36 Batch 265/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.015 Epoch 36 Batch 266/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.011 Epoch 36 Batch 267/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.014 Epoch 37 Batch 0/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.014 Epoch 37 Batch 1/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.013 Epoch 37 Batch 2/269 - Train Accuracy: 0.957, Validation Accuracy: 0.959, Loss: 0.016 Epoch 37 Batch 3/269 - Train Accuracy: 0.970, Validation Accuracy: 0.955, Loss: 0.012 Epoch 37 Batch 4/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.016 Epoch 37 Batch 5/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.014 Epoch 37 Batch 6/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.012 Epoch 37 Batch 7/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.014 Epoch 37 Batch 8/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.014 Epoch 37 Batch 9/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.015 Epoch 37 Batch 10/269 - Train Accuracy: 0.977, Validation Accuracy: 0.958, Loss: 0.016 Epoch 37 Batch 11/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.017 Epoch 37 Batch 12/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.015 Epoch 37 Batch 13/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.013 Epoch 37 Batch 14/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.012 Epoch 37 Batch 15/269 - Train Accuracy: 0.969, Validation Accuracy: 0.953, Loss: 0.011 Epoch 37 Batch 16/269 - Train Accuracy: 0.953, Validation Accuracy: 0.952, Loss: 0.017 Epoch 37 Batch 17/269 - Train Accuracy: 0.972, Validation Accuracy: 0.953, Loss: 0.011 Epoch 37 Batch 18/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.015 Epoch 37 Batch 19/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 37 Batch 20/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 37 Batch 21/269 - Train Accuracy: 0.956, Validation Accuracy: 0.964, Loss: 0.014 Epoch 37 Batch 22/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.013 Epoch 37 Batch 23/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.018 Epoch 37 Batch 24/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.016 Epoch 37 Batch 25/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.012 Epoch 37 Batch 26/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.014 Epoch 37 Batch 27/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.013 Epoch 37 Batch 28/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.013 Epoch 37 Batch 29/269 - Train Accuracy: 0.968, Validation Accuracy: 0.953, Loss: 0.014 Epoch 37 Batch 30/269 - Train Accuracy: 0.957, Validation Accuracy: 0.952, Loss: 0.014 Epoch 37 Batch 31/269 - Train Accuracy: 0.971, Validation Accuracy: 0.954, Loss: 0.011 Epoch 37 Batch 32/269 - Train Accuracy: 0.974, Validation Accuracy: 0.953, Loss: 0.009 Epoch 37 Batch 33/269 - Train Accuracy: 0.974, Validation Accuracy: 0.954, Loss: 0.013 Epoch 37 Batch 34/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.014 Epoch 37 Batch 35/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.019 Epoch 37 Batch 36/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.014 Epoch 37 Batch 37/269 - Train Accuracy: 0.969, Validation Accuracy: 0.953, Loss: 0.011 Epoch 37 Batch 38/269 - Train Accuracy: 0.964, Validation Accuracy: 0.951, Loss: 0.012 Epoch 37 Batch 39/269 - Train Accuracy: 0.974, Validation Accuracy: 0.952, Loss: 0.009 Epoch 37 Batch 40/269 - Train Accuracy: 0.966, Validation Accuracy: 0.951, Loss: 0.013 Epoch 37 Batch 41/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.013 Epoch 37 Batch 42/269 - Train Accuracy: 0.971, Validation Accuracy: 0.952, Loss: 0.012 Epoch 37 Batch 43/269 - Train Accuracy: 0.968, Validation Accuracy: 0.952, Loss: 0.014 Epoch 37 Batch 44/269 - Train Accuracy: 0.971, Validation Accuracy: 0.952, Loss: 0.013 Epoch 37 Batch 45/269 - Train Accuracy: 0.966, Validation Accuracy: 0.950, Loss: 0.015 Epoch 37 Batch 46/269 - Train Accuracy: 0.971, Validation Accuracy: 0.954, Loss: 0.009 Epoch 37 Batch 47/269 - Train Accuracy: 0.975, Validation Accuracy: 0.954, Loss: 0.010 Epoch 37 Batch 48/269 - Train Accuracy: 0.969, Validation Accuracy: 0.951, Loss: 0.013 Epoch 37 Batch 49/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.011 Epoch 37 Batch 50/269 - Train Accuracy: 0.957, Validation Accuracy: 0.961, Loss: 0.017 Epoch 37 Batch 51/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.014 Epoch 37 Batch 52/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.011 Epoch 37 Batch 53/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.015 Epoch 37 Batch 54/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.012 Epoch 37 Batch 55/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.013 Epoch 37 Batch 56/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.014 Epoch 37 Batch 57/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.014 Epoch 37 Batch 58/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.015 Epoch 37 Batch 59/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 37 Batch 60/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.015 Epoch 37 Batch 61/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.014 Epoch 37 Batch 62/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.014 Epoch 37 Batch 63/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.014 Epoch 37 Batch 64/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.012 Epoch 37 Batch 65/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.015 Epoch 37 Batch 66/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.015 Epoch 37 Batch 67/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.017 Epoch 37 Batch 68/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.014 Epoch 37 Batch 69/269 - Train Accuracy: 0.967, Validation Accuracy: 0.951, Loss: 0.016 Epoch 37 Batch 70/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.013 Epoch 37 Batch 71/269 - Train Accuracy: 0.967, Validation Accuracy: 0.951, Loss: 0.019 Epoch 37 Batch 72/269 - Train Accuracy: 0.961, Validation Accuracy: 0.950, Loss: 0.013 Epoch 37 Batch 73/269 - Train Accuracy: 0.963, Validation Accuracy: 0.951, Loss: 0.016 Epoch 37 Batch 74/269 - Train Accuracy: 0.969, Validation Accuracy: 0.951, Loss: 0.014 Epoch 37 Batch 75/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.016 Epoch 37 Batch 76/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.014 Epoch 37 Batch 77/269 - Train Accuracy: 0.965, Validation Accuracy: 0.952, Loss: 0.012 Epoch 37 Batch 78/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.012 Epoch 37 Batch 79/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.010 Epoch 37 Batch 80/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.010 Epoch 37 Batch 81/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.016 Epoch 37 Batch 82/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.010 Epoch 37 Batch 83/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.014 Epoch 37 Batch 84/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.014 Epoch 37 Batch 85/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.012 Epoch 37 Batch 86/269 - Train Accuracy: 0.971, Validation Accuracy: 0.952, Loss: 0.011 Epoch 37 Batch 87/269 - Train Accuracy: 0.966, Validation Accuracy: 0.949, Loss: 0.014 Epoch 37 Batch 88/269 - Train Accuracy: 0.970, Validation Accuracy: 0.952, Loss: 0.013 Epoch 37 Batch 89/269 - Train Accuracy: 0.974, Validation Accuracy: 0.949, Loss: 0.012 Epoch 37 Batch 90/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.013 Epoch 37 Batch 91/269 - Train Accuracy: 0.966, Validation Accuracy: 0.950, Loss: 0.015 Epoch 37 Batch 92/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.011 Epoch 37 Batch 93/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.010 Epoch 37 Batch 94/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.016 Epoch 37 Batch 95/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.011 Epoch 37 Batch 96/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 37 Batch 97/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 37 Batch 98/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.014 Epoch 37 Batch 99/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.013 Epoch 37 Batch 100/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.016 Epoch 37 Batch 101/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.016 Epoch 37 Batch 102/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.011 Epoch 37 Batch 103/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.015 Epoch 37 Batch 104/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.013 Epoch 37 Batch 105/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.016 Epoch 37 Batch 106/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.013 Epoch 37 Batch 107/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.016 Epoch 37 Batch 108/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.013 Epoch 37 Batch 109/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.013 Epoch 37 Batch 110/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.011 Epoch 37 Batch 111/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.013 Epoch 37 Batch 112/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.015 Epoch 37 Batch 113/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.012 Epoch 37 Batch 114/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.010 Epoch 37 Batch 115/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.014 Epoch 37 Batch 116/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.014 Epoch 37 Batch 117/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.010 Epoch 37 Batch 118/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.012 Epoch 37 Batch 119/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.016 Epoch 37 Batch 120/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.017 Epoch 37 Batch 121/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.012 Epoch 37 Batch 122/269 - Train Accuracy: 0.959, Validation Accuracy: 0.960, Loss: 0.014 Epoch 37 Batch 123/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.014 Epoch 37 Batch 124/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.013 Epoch 37 Batch 125/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.012 Epoch 37 Batch 126/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.014 Epoch 37 Batch 127/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.014 Epoch 37 Batch 128/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.014 Epoch 37 Batch 129/269 - Train Accuracy: 0.956, Validation Accuracy: 0.965, Loss: 0.016 Epoch 37 Batch 130/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.015 Epoch 37 Batch 131/269 - Train Accuracy: 0.955, Validation Accuracy: 0.954, Loss: 0.015 Epoch 37 Batch 132/269 - Train Accuracy: 0.955, Validation Accuracy: 0.960, Loss: 0.015 Epoch 37 Batch 133/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.016 Epoch 37 Batch 134/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.014 Epoch 37 Batch 135/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 37 Batch 136/269 - Train Accuracy: 0.959, Validation Accuracy: 0.963, Loss: 0.013 Epoch 37 Batch 137/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.015 Epoch 37 Batch 138/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.014 Epoch 37 Batch 139/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.012 Epoch 37 Batch 140/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.016 Epoch 37 Batch 141/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.015 Epoch 37 Batch 142/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.014 Epoch 37 Batch 143/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.016 Epoch 37 Batch 144/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.015 Epoch 37 Batch 145/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 37 Batch 146/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.012 Epoch 37 Batch 147/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.015 Epoch 37 Batch 148/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.014 Epoch 37 Batch 149/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.018 Epoch 37 Batch 150/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.013 Epoch 37 Batch 151/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.017 Epoch 37 Batch 152/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.013 Epoch 37 Batch 153/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.012 Epoch 37 Batch 154/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.011 Epoch 37 Batch 155/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.015 Epoch 37 Batch 156/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.012 Epoch 37 Batch 157/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.015 Epoch 37 Batch 158/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.012 Epoch 37 Batch 159/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.013 Epoch 37 Batch 160/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.014 Epoch 37 Batch 161/269 - Train Accuracy: 0.977, Validation Accuracy: 0.955, Loss: 0.010 Epoch 37 Batch 162/269 - Train Accuracy: 0.974, Validation Accuracy: 0.953, Loss: 0.013 Epoch 37 Batch 163/269 - Train Accuracy: 0.972, Validation Accuracy: 0.953, Loss: 0.011 Epoch 37 Batch 164/269 - Train Accuracy: 0.966, Validation Accuracy: 0.952, Loss: 0.014 Epoch 37 Batch 165/269 - Train Accuracy: 0.970, Validation Accuracy: 0.951, Loss: 0.012 Epoch 37 Batch 166/269 - Train Accuracy: 0.968, Validation Accuracy: 0.951, Loss: 0.011 Epoch 37 Batch 167/269 - Train Accuracy: 0.968, Validation Accuracy: 0.950, Loss: 0.014 Epoch 37 Batch 168/269 - Train Accuracy: 0.968, Validation Accuracy: 0.953, Loss: 0.017 Epoch 37 Batch 169/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.013 Epoch 37 Batch 170/269 - Train Accuracy: 0.964, Validation Accuracy: 0.951, Loss: 0.015 Epoch 37 Batch 171/269 - Train Accuracy: 0.968, Validation Accuracy: 0.952, Loss: 0.015 Epoch 37 Batch 172/269 - Train Accuracy: 0.972, Validation Accuracy: 0.954, Loss: 0.015 Epoch 37 Batch 173/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.013 Epoch 37 Batch 174/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.012 Epoch 37 Batch 175/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.020 Epoch 37 Batch 176/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.015 Epoch 37 Batch 177/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.014 Epoch 37 Batch 178/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.015 Epoch 37 Batch 179/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.015 Epoch 37 Batch 180/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.014 Epoch 37 Batch 181/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.018 Epoch 37 Batch 182/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.013 Epoch 37 Batch 183/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.012 Epoch 37 Batch 184/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.016 Epoch 37 Batch 185/269 - Train Accuracy: 0.972, Validation Accuracy: 0.955, Loss: 0.013 Epoch 37 Batch 186/269 - Train Accuracy: 0.970, Validation Accuracy: 0.955, Loss: 0.010 Epoch 37 Batch 187/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.014 Epoch 37 Batch 188/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.014 Epoch 37 Batch 189/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.016 Epoch 37 Batch 190/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.014 Epoch 37 Batch 191/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.013 Epoch 37 Batch 192/269 - Train Accuracy: 0.970, Validation Accuracy: 0.955, Loss: 0.014 Epoch 37 Batch 193/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.013 Epoch 37 Batch 194/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.012 Epoch 37 Batch 195/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.015 Epoch 37 Batch 196/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.016 Epoch 37 Batch 197/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.014 Epoch 37 Batch 198/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.014 Epoch 37 Batch 199/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.016 Epoch 37 Batch 200/269 - Train Accuracy: 0.975, Validation Accuracy: 0.957, Loss: 0.013 Epoch 37 Batch 201/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.014 Epoch 37 Batch 202/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.016 Epoch 37 Batch 203/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.018 Epoch 37 Batch 204/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.015 Epoch 37 Batch 205/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.014 Epoch 37 Batch 206/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.014 Epoch 37 Batch 207/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.013 Epoch 37 Batch 208/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.013 Epoch 37 Batch 209/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.013 Epoch 37 Batch 210/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.016 Epoch 37 Batch 211/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.016 Epoch 37 Batch 212/269 - Train Accuracy: 0.951, Validation Accuracy: 0.953, Loss: 0.017 Epoch 37 Batch 213/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.023 Epoch 37 Batch 214/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.024 Epoch 37 Batch 215/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.017 Epoch 37 Batch 216/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.020 Epoch 37 Batch 217/269 - Train Accuracy: 0.945, Validation Accuracy: 0.959, Loss: 0.021 Epoch 37 Batch 218/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.016 Epoch 37 Batch 219/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.017 Epoch 37 Batch 220/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.016 Epoch 37 Batch 221/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.017 Epoch 37 Batch 222/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.018 Epoch 37 Batch 223/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.014 Epoch 37 Batch 224/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.025 Epoch 37 Batch 225/269 - Train Accuracy: 0.957, Validation Accuracy: 0.963, Loss: 0.018 Epoch 37 Batch 226/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.017 Epoch 37 Batch 227/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.020 Epoch 37 Batch 228/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.016 Epoch 37 Batch 229/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.018 Epoch 37 Batch 230/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.015 Epoch 37 Batch 231/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.016 Epoch 37 Batch 232/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.018 Epoch 37 Batch 233/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.015 Epoch 37 Batch 234/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.012 Epoch 37 Batch 235/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 37 Batch 236/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.014 Epoch 37 Batch 237/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.014 Epoch 37 Batch 238/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.015 Epoch 37 Batch 239/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.015 Epoch 37 Batch 240/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.014 Epoch 37 Batch 241/269 - Train Accuracy: 0.957, Validation Accuracy: 0.965, Loss: 0.018 Epoch 37 Batch 242/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.013 Epoch 37 Batch 243/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.012 Epoch 37 Batch 244/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.014 Epoch 37 Batch 245/269 - Train Accuracy: 0.955, Validation Accuracy: 0.959, Loss: 0.015 Epoch 37 Batch 246/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.017 Epoch 37 Batch 247/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.017 Epoch 37 Batch 248/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.013 Epoch 37 Batch 249/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.014 Epoch 37 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.953, Loss: 0.016 Epoch 37 Batch 251/269 - Train Accuracy: 0.968, Validation Accuracy: 0.951, Loss: 0.013 Epoch 37 Batch 252/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.011 Epoch 37 Batch 253/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.016 Epoch 37 Batch 254/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.016 Epoch 37 Batch 255/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.016 Epoch 37 Batch 256/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.014 Epoch 37 Batch 257/269 - Train Accuracy: 0.952, Validation Accuracy: 0.957, Loss: 0.019 Epoch 37 Batch 258/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.014 Epoch 37 Batch 259/269 - Train Accuracy: 0.971, Validation Accuracy: 0.954, Loss: 0.016 Epoch 37 Batch 260/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.016 Epoch 37 Batch 261/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.011 Epoch 37 Batch 262/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.017 Epoch 37 Batch 263/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.015 Epoch 37 Batch 264/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.018 Epoch 37 Batch 265/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.011 Epoch 37 Batch 266/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.013 Epoch 37 Batch 267/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.016 Epoch 38 Batch 0/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.014 Epoch 38 Batch 1/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.014 Epoch 38 Batch 2/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.017 Epoch 38 Batch 3/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 38 Batch 4/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.013 Epoch 38 Batch 5/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.015 Epoch 38 Batch 6/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.012 Epoch 38 Batch 7/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.015 Epoch 38 Batch 8/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.012 Epoch 38 Batch 9/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.015 Epoch 38 Batch 10/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.013 Epoch 38 Batch 11/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.014 Epoch 38 Batch 12/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.014 Epoch 38 Batch 13/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.014 Epoch 38 Batch 14/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.013 Epoch 38 Batch 15/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.011 Epoch 38 Batch 16/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.016 Epoch 38 Batch 17/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.016 Epoch 38 Batch 18/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.016 Epoch 38 Batch 19/269 - Train Accuracy: 0.974, Validation Accuracy: 0.955, Loss: 0.013 Epoch 38 Batch 20/269 - Train Accuracy: 0.973, Validation Accuracy: 0.955, Loss: 0.012 Epoch 38 Batch 21/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.015 Epoch 38 Batch 22/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.016 Epoch 38 Batch 23/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.018 Epoch 38 Batch 24/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.011 Epoch 38 Batch 25/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.012 Epoch 38 Batch 26/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.015 Epoch 38 Batch 27/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.012 Epoch 38 Batch 28/269 - Train Accuracy: 0.958, Validation Accuracy: 0.963, Loss: 0.015 Epoch 38 Batch 29/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.013 Epoch 38 Batch 30/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.015 Epoch 38 Batch 31/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.013 Epoch 38 Batch 32/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 38 Batch 33/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 38 Batch 34/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.012 Epoch 38 Batch 35/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.017 Epoch 38 Batch 36/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.013 Epoch 38 Batch 37/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.014 Epoch 38 Batch 38/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.013 Epoch 38 Batch 39/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.009 Epoch 38 Batch 40/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.014 Epoch 38 Batch 41/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.014 Epoch 38 Batch 42/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.011 Epoch 38 Batch 43/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.015 Epoch 38 Batch 44/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.015 Epoch 38 Batch 45/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.016 Epoch 38 Batch 46/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.010 Epoch 38 Batch 47/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.009 Epoch 38 Batch 48/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.012 Epoch 38 Batch 49/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 38 Batch 50/269 - Train Accuracy: 0.957, Validation Accuracy: 0.960, Loss: 0.019 Epoch 38 Batch 51/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.015 Epoch 38 Batch 52/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.014 Epoch 38 Batch 53/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.012 Epoch 38 Batch 54/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 38 Batch 55/269 - Train Accuracy: 0.961, Validation Accuracy: 0.965, Loss: 0.015 Epoch 38 Batch 56/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.015 Epoch 38 Batch 57/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.016 Epoch 38 Batch 58/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.013 Epoch 38 Batch 59/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.009 Epoch 38 Batch 60/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.015 Epoch 38 Batch 61/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.011 Epoch 38 Batch 62/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.016 Epoch 38 Batch 63/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.016 Epoch 38 Batch 64/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.010 Epoch 38 Batch 65/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.012 Epoch 38 Batch 66/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.013 Epoch 38 Batch 67/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.015 Epoch 38 Batch 68/269 - Train Accuracy: 0.963, Validation Accuracy: 0.951, Loss: 0.015 Epoch 38 Batch 69/269 - Train Accuracy: 0.963, Validation Accuracy: 0.951, Loss: 0.017 Epoch 38 Batch 70/269 - Train Accuracy: 0.970, Validation Accuracy: 0.953, Loss: 0.015 Epoch 38 Batch 71/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.019 Epoch 38 Batch 72/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.015 Epoch 38 Batch 73/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.014 Epoch 38 Batch 74/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 38 Batch 75/269 - Train Accuracy: 0.962, Validation Accuracy: 0.966, Loss: 0.018 Epoch 38 Batch 76/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.013 Epoch 38 Batch 77/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.013 Epoch 38 Batch 78/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.014 Epoch 38 Batch 79/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.013 Epoch 38 Batch 80/269 - Train Accuracy: 0.974, Validation Accuracy: 0.956, Loss: 0.012 Epoch 38 Batch 81/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.013 Epoch 38 Batch 82/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.012 Epoch 38 Batch 83/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.015 Epoch 38 Batch 84/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.013 Epoch 38 Batch 85/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.011 Epoch 38 Batch 86/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 38 Batch 87/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.012 Epoch 38 Batch 88/269 - Train Accuracy: 0.972, Validation Accuracy: 0.954, Loss: 0.011 Epoch 38 Batch 89/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.013 Epoch 38 Batch 90/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.012 Epoch 38 Batch 91/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.011 Epoch 38 Batch 92/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.011 Epoch 38 Batch 93/269 - Train Accuracy: 0.960, Validation Accuracy: 0.961, Loss: 0.011 Epoch 38 Batch 94/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.015 Epoch 38 Batch 95/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.013 Epoch 38 Batch 96/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.014 Epoch 38 Batch 97/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.012 Epoch 38 Batch 98/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.014 Epoch 38 Batch 99/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 38 Batch 100/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.013 Epoch 38 Batch 101/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.016 Epoch 38 Batch 102/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.014 Epoch 38 Batch 103/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.015 Epoch 38 Batch 104/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.013 Epoch 38 Batch 105/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.015 Epoch 38 Batch 106/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 38 Batch 107/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.012 Epoch 38 Batch 108/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.014 Epoch 38 Batch 109/269 - Train Accuracy: 0.959, Validation Accuracy: 0.962, Loss: 0.015 Epoch 38 Batch 110/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.011 Epoch 38 Batch 111/269 - Train Accuracy: 0.970, Validation Accuracy: 0.953, Loss: 0.012 Epoch 38 Batch 112/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.013 Epoch 38 Batch 113/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.012 Epoch 38 Batch 114/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.012 Epoch 38 Batch 115/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.015 Epoch 38 Batch 116/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.010 Epoch 38 Batch 117/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.014 Epoch 38 Batch 118/269 - Train Accuracy: 0.976, Validation Accuracy: 0.955, Loss: 0.010 Epoch 38 Batch 119/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.015 Epoch 38 Batch 120/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.013 Epoch 38 Batch 121/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.012 Epoch 38 Batch 122/269 - Train Accuracy: 0.955, Validation Accuracy: 0.957, Loss: 0.017 Epoch 38 Batch 123/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.014 Epoch 38 Batch 124/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.012 Epoch 38 Batch 125/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.011 Epoch 38 Batch 126/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.013 Epoch 38 Batch 127/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.014 Epoch 38 Batch 128/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.015 Epoch 38 Batch 129/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.015 Epoch 38 Batch 130/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.016 Epoch 38 Batch 131/269 - Train Accuracy: 0.956, Validation Accuracy: 0.960, Loss: 0.017 Epoch 38 Batch 132/269 - Train Accuracy: 0.955, Validation Accuracy: 0.960, Loss: 0.018 Epoch 38 Batch 133/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.013 Epoch 38 Batch 134/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.014 Epoch 38 Batch 135/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.012 Epoch 38 Batch 136/269 - Train Accuracy: 0.956, Validation Accuracy: 0.960, Loss: 0.018 Epoch 38 Batch 137/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.013 Epoch 38 Batch 138/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.013 Epoch 38 Batch 139/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.013 Epoch 38 Batch 140/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.015 Epoch 38 Batch 141/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.014 Epoch 38 Batch 142/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.015 Epoch 38 Batch 143/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.014 Epoch 38 Batch 144/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.014 Epoch 38 Batch 145/269 - Train Accuracy: 0.974, Validation Accuracy: 0.955, Loss: 0.012 Epoch 38 Batch 146/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.013 Epoch 38 Batch 147/269 - Train Accuracy: 0.969, Validation Accuracy: 0.951, Loss: 0.014 Epoch 38 Batch 148/269 - Train Accuracy: 0.968, Validation Accuracy: 0.952, Loss: 0.015 Epoch 38 Batch 149/269 - Train Accuracy: 0.968, Validation Accuracy: 0.951, Loss: 0.015 Epoch 38 Batch 150/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.015 Epoch 38 Batch 151/269 - Train Accuracy: 0.970, Validation Accuracy: 0.952, Loss: 0.015 Epoch 38 Batch 152/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.011 Epoch 38 Batch 153/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.012 Epoch 38 Batch 154/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.013 Epoch 38 Batch 155/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.016 Epoch 38 Batch 156/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.011 Epoch 38 Batch 157/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 38 Batch 158/269 - Train Accuracy: 0.957, Validation Accuracy: 0.964, Loss: 0.014 Epoch 38 Batch 159/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.013 Epoch 38 Batch 160/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.015 Epoch 38 Batch 161/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.012 Epoch 38 Batch 162/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.011 Epoch 38 Batch 163/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.012 Epoch 38 Batch 164/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.012 Epoch 38 Batch 165/269 - Train Accuracy: 0.971, Validation Accuracy: 0.954, Loss: 0.012 Epoch 38 Batch 166/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.014 Epoch 38 Batch 167/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.014 Epoch 38 Batch 168/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.016 Epoch 38 Batch 169/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.011 Epoch 38 Batch 170/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.013 Epoch 38 Batch 171/269 - Train Accuracy: 0.967, Validation Accuracy: 0.952, Loss: 0.013 Epoch 38 Batch 172/269 - Train Accuracy: 0.973, Validation Accuracy: 0.952, Loss: 0.014 Epoch 38 Batch 173/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.013 Epoch 38 Batch 174/269 - Train Accuracy: 0.971, Validation Accuracy: 0.953, Loss: 0.013 Epoch 38 Batch 175/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.020 Epoch 38 Batch 176/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.014 Epoch 38 Batch 177/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.012 Epoch 38 Batch 178/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.014 Epoch 38 Batch 179/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.016 Epoch 38 Batch 180/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 38 Batch 181/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.015 Epoch 38 Batch 182/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.013 Epoch 38 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.015 Epoch 38 Batch 184/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.014 Epoch 38 Batch 185/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.013 Epoch 38 Batch 186/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.010 Epoch 38 Batch 187/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.012 Epoch 38 Batch 188/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.015 Epoch 38 Batch 189/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.013 Epoch 38 Batch 190/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.013 Epoch 38 Batch 191/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.012 Epoch 38 Batch 192/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 38 Batch 193/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.012 Epoch 38 Batch 194/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.010 Epoch 38 Batch 195/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.011 Epoch 38 Batch 196/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.015 Epoch 38 Batch 197/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.013 Epoch 38 Batch 198/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.014 Epoch 38 Batch 199/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.014 Epoch 38 Batch 200/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.013 Epoch 38 Batch 201/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.015 Epoch 38 Batch 202/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.014 Epoch 38 Batch 203/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.015 Epoch 38 Batch 204/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.012 Epoch 38 Batch 205/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.015 Epoch 38 Batch 206/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.018 Epoch 38 Batch 207/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.014 Epoch 38 Batch 208/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.016 Epoch 38 Batch 209/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.015 Epoch 38 Batch 210/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.012 Epoch 38 Batch 211/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.016 Epoch 38 Batch 212/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.016 Epoch 38 Batch 213/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.014 Epoch 38 Batch 214/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.013 Epoch 38 Batch 215/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.014 Epoch 38 Batch 216/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.016 Epoch 38 Batch 217/269 - Train Accuracy: 0.951, Validation Accuracy: 0.958, Loss: 0.017 Epoch 38 Batch 218/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.013 Epoch 38 Batch 219/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.016 Epoch 38 Batch 220/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.015 Epoch 38 Batch 221/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.016 Epoch 38 Batch 222/269 - Train Accuracy: 0.976, Validation Accuracy: 0.956, Loss: 0.014 Epoch 38 Batch 223/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.012 Epoch 38 Batch 224/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.017 Epoch 38 Batch 225/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.014 Epoch 38 Batch 226/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.015 Epoch 38 Batch 227/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.015 Epoch 38 Batch 228/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.011 Epoch 38 Batch 229/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.014 Epoch 38 Batch 230/269 - Train Accuracy: 0.972, Validation Accuracy: 0.954, Loss: 0.013 Epoch 38 Batch 231/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.014 Epoch 38 Batch 232/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.015 Epoch 38 Batch 233/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.014 Epoch 38 Batch 234/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.014 Epoch 38 Batch 235/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.009 Epoch 38 Batch 236/269 - Train Accuracy: 0.964, Validation Accuracy: 0.968, Loss: 0.014 Epoch 38 Batch 237/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.014 Epoch 38 Batch 238/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 38 Batch 239/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.014 Epoch 38 Batch 240/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 38 Batch 241/269 - Train Accuracy: 0.955, Validation Accuracy: 0.961, Loss: 0.017 Epoch 38 Batch 242/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.014 Epoch 38 Batch 243/269 - Train Accuracy: 0.977, Validation Accuracy: 0.954, Loss: 0.012 Epoch 38 Batch 244/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.018 Epoch 38 Batch 245/269 - Train Accuracy: 0.956, Validation Accuracy: 0.955, Loss: 0.015 Epoch 38 Batch 246/269 - Train Accuracy: 0.952, Validation Accuracy: 0.955, Loss: 0.016 Epoch 38 Batch 247/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.012 Epoch 38 Batch 248/269 - Train Accuracy: 0.973, Validation Accuracy: 0.954, Loss: 0.012 Epoch 38 Batch 249/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.013 Epoch 38 Batch 250/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.017 Epoch 38 Batch 251/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.013 Epoch 38 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 38 Batch 253/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.014 Epoch 38 Batch 254/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.013 Epoch 38 Batch 255/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 38 Batch 256/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.014 Epoch 38 Batch 257/269 - Train Accuracy: 0.954, Validation Accuracy: 0.962, Loss: 0.015 Epoch 38 Batch 258/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.011 Epoch 38 Batch 259/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 38 Batch 260/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.016 Epoch 38 Batch 261/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.013 Epoch 38 Batch 262/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.012 Epoch 38 Batch 263/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 38 Batch 264/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.018 Epoch 38 Batch 265/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.012 Epoch 38 Batch 266/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.011 Epoch 38 Batch 267/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.014 Epoch 39 Batch 0/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.016 Epoch 39 Batch 1/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.013 Epoch 39 Batch 2/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.014 Epoch 39 Batch 3/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.013 Epoch 39 Batch 4/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.014 Epoch 39 Batch 5/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.013 Epoch 39 Batch 6/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 39 Batch 7/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 39 Batch 8/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.013 Epoch 39 Batch 9/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.014 Epoch 39 Batch 10/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 39 Batch 11/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.014 Epoch 39 Batch 12/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.017 Epoch 39 Batch 13/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 39 Batch 14/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.012 Epoch 39 Batch 15/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.010 Epoch 39 Batch 16/269 - Train Accuracy: 0.962, Validation Accuracy: 0.965, Loss: 0.017 Epoch 39 Batch 17/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.013 Epoch 39 Batch 18/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.014 Epoch 39 Batch 19/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 39 Batch 20/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.012 Epoch 39 Batch 21/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.014 Epoch 39 Batch 22/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.014 Epoch 39 Batch 23/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.017 Epoch 39 Batch 24/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.015 Epoch 39 Batch 25/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.013 Epoch 39 Batch 26/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.013 Epoch 39 Batch 27/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.012 Epoch 39 Batch 28/269 - Train Accuracy: 0.953, Validation Accuracy: 0.962, Loss: 0.012 Epoch 39 Batch 29/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 39 Batch 30/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.016 Epoch 39 Batch 31/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 39 Batch 32/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.009 Epoch 39 Batch 33/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.011 Epoch 39 Batch 34/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.015 Epoch 39 Batch 35/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.017 Epoch 39 Batch 36/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.012 Epoch 39 Batch 37/269 - Train Accuracy: 0.975, Validation Accuracy: 0.957, Loss: 0.013 Epoch 39 Batch 38/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.013 Epoch 39 Batch 39/269 - Train Accuracy: 0.977, Validation Accuracy: 0.958, Loss: 0.008 Epoch 39 Batch 40/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.019 Epoch 39 Batch 41/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.015 Epoch 39 Batch 42/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.012 Epoch 39 Batch 43/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.013 Epoch 39 Batch 44/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.016 Epoch 39 Batch 45/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.014 Epoch 39 Batch 46/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.011 Epoch 39 Batch 47/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 39 Batch 48/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.009 Epoch 39 Batch 49/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 39 Batch 50/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.017 Epoch 39 Batch 51/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.015 Epoch 39 Batch 52/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 39 Batch 53/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.015 Epoch 39 Batch 54/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.012 Epoch 39 Batch 55/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.015 Epoch 39 Batch 56/269 - Train Accuracy: 0.959, Validation Accuracy: 0.962, Loss: 0.014 Epoch 39 Batch 57/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.016 Epoch 39 Batch 58/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.013 Epoch 39 Batch 59/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.011 Epoch 39 Batch 60/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.015 Epoch 39 Batch 61/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.014 Epoch 39 Batch 62/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.014 Epoch 39 Batch 63/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.013 Epoch 39 Batch 64/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 39 Batch 65/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.011 Epoch 39 Batch 66/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.013 Epoch 39 Batch 67/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.017 Epoch 39 Batch 68/269 - Train Accuracy: 0.957, Validation Accuracy: 0.958, Loss: 0.014 Epoch 39 Batch 69/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.015 Epoch 39 Batch 70/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.015 Epoch 39 Batch 71/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.018 Epoch 39 Batch 72/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.016 Epoch 39 Batch 73/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.014 Epoch 39 Batch 74/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.014 Epoch 39 Batch 75/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.018 Epoch 39 Batch 76/269 - Train Accuracy: 0.957, Validation Accuracy: 0.959, Loss: 0.013 Epoch 39 Batch 77/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.016 Epoch 39 Batch 78/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.014 Epoch 39 Batch 79/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.014 Epoch 39 Batch 80/269 - Train Accuracy: 0.969, Validation Accuracy: 0.951, Loss: 0.014 Epoch 39 Batch 81/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.020 Epoch 39 Batch 82/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.014 Epoch 39 Batch 83/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.016 Epoch 39 Batch 84/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.015 Epoch 39 Batch 85/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.016 Epoch 39 Batch 86/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.015 Epoch 39 Batch 87/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.019 Epoch 39 Batch 88/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.016 Epoch 39 Batch 89/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.014 Epoch 39 Batch 90/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.013 Epoch 39 Batch 91/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.014 Epoch 39 Batch 92/269 - Train Accuracy: 0.967, Validation Accuracy: 0.952, Loss: 0.016 Epoch 39 Batch 93/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.014 Epoch 39 Batch 94/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.019 Epoch 39 Batch 95/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.014 Epoch 39 Batch 96/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.017 Epoch 39 Batch 97/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.017 Epoch 39 Batch 98/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.017 Epoch 39 Batch 99/269 - Train Accuracy: 0.969, Validation Accuracy: 0.952, Loss: 0.012 Epoch 39 Batch 100/269 - Train Accuracy: 0.968, Validation Accuracy: 0.952, Loss: 0.017 Epoch 39 Batch 101/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.020 Epoch 39 Batch 102/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.017 Epoch 39 Batch 103/269 - Train Accuracy: 0.968, Validation Accuracy: 0.951, Loss: 0.019 Epoch 39 Batch 104/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.016 Epoch 39 Batch 105/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.014 Epoch 39 Batch 106/269 - Train Accuracy: 0.966, Validation Accuracy: 0.949, Loss: 0.016 Epoch 39 Batch 107/269 - Train Accuracy: 0.958, Validation Accuracy: 0.951, Loss: 0.014 Epoch 39 Batch 108/269 - Train Accuracy: 0.968, Validation Accuracy: 0.949, Loss: 0.017 Epoch 39 Batch 109/269 - Train Accuracy: 0.962, Validation Accuracy: 0.949, Loss: 0.017 Epoch 39 Batch 110/269 - Train Accuracy: 0.959, Validation Accuracy: 0.948, Loss: 0.013 Epoch 39 Batch 111/269 - Train Accuracy: 0.961, Validation Accuracy: 0.944, Loss: 0.017 Epoch 39 Batch 112/269 - Train Accuracy: 0.961, Validation Accuracy: 0.944, Loss: 0.015 Epoch 39 Batch 113/269 - Train Accuracy: 0.959, Validation Accuracy: 0.943, Loss: 0.016 Epoch 39 Batch 114/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.016 Epoch 39 Batch 115/269 - Train Accuracy: 0.963, Validation Accuracy: 0.946, Loss: 0.017 Epoch 39 Batch 116/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.019 Epoch 39 Batch 117/269 - Train Accuracy: 0.971, Validation Accuracy: 0.951, Loss: 0.015 Epoch 39 Batch 118/269 - Train Accuracy: 0.969, Validation Accuracy: 0.952, Loss: 0.013 Epoch 39 Batch 119/269 - Train Accuracy: 0.956, Validation Accuracy: 0.953, Loss: 0.017 Epoch 39 Batch 120/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.019 Epoch 39 Batch 121/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.013 Epoch 39 Batch 122/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.023 Epoch 39 Batch 123/269 - Train Accuracy: 0.948, Validation Accuracy: 0.954, Loss: 0.024 Epoch 39 Batch 124/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.017 Epoch 39 Batch 125/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.012 Epoch 39 Batch 126/269 - Train Accuracy: 0.951, Validation Accuracy: 0.957, Loss: 0.020 Epoch 39 Batch 127/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.018 Epoch 39 Batch 128/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.018 Epoch 39 Batch 129/269 - Train Accuracy: 0.958, Validation Accuracy: 0.964, Loss: 0.016 Epoch 39 Batch 130/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.017 Epoch 39 Batch 131/269 - Train Accuracy: 0.957, Validation Accuracy: 0.959, Loss: 0.019 Epoch 39 Batch 132/269 - Train Accuracy: 0.957, Validation Accuracy: 0.958, Loss: 0.019 Epoch 39 Batch 133/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.017 Epoch 39 Batch 134/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.016 Epoch 39 Batch 135/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.012 Epoch 39 Batch 136/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.014 Epoch 39 Batch 137/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.017 Epoch 39 Batch 138/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.012 Epoch 39 Batch 139/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.011 Epoch 39 Batch 140/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.012 Epoch 39 Batch 141/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.015 Epoch 39 Batch 142/269 - Train Accuracy: 0.951, Validation Accuracy: 0.953, Loss: 0.017 Epoch 39 Batch 143/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.015 Epoch 39 Batch 144/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.016 Epoch 39 Batch 145/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.011 Epoch 39 Batch 146/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.014 Epoch 39 Batch 147/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.016 Epoch 39 Batch 148/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.012 Epoch 39 Batch 149/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.018 Epoch 39 Batch 150/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.014 Epoch 39 Batch 151/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.019 Epoch 39 Batch 152/269 - Train Accuracy: 0.969, Validation Accuracy: 0.953, Loss: 0.015 Epoch 39 Batch 153/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.014 Epoch 39 Batch 154/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.014 Epoch 39 Batch 155/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.017 Epoch 39 Batch 156/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.014 Epoch 39 Batch 157/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.015 Epoch 39 Batch 158/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.015 Epoch 39 Batch 159/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.017 Epoch 39 Batch 160/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.014 Epoch 39 Batch 161/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.014 Epoch 39 Batch 162/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.012 Epoch 39 Batch 163/269 - Train Accuracy: 0.970, Validation Accuracy: 0.951, Loss: 0.014 Epoch 39 Batch 164/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.016 Epoch 39 Batch 165/269 - Train Accuracy: 0.971, Validation Accuracy: 0.951, Loss: 0.016 Epoch 39 Batch 166/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.015 Epoch 39 Batch 167/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.019 Epoch 39 Batch 168/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.015 Epoch 39 Batch 169/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.015 Epoch 39 Batch 170/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.016 Epoch 39 Batch 171/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.018 Epoch 39 Batch 172/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.016 Epoch 39 Batch 173/269 - Train Accuracy: 0.957, Validation Accuracy: 0.960, Loss: 0.016 Epoch 39 Batch 174/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.015 Epoch 39 Batch 175/269 - Train Accuracy: 0.957, Validation Accuracy: 0.959, Loss: 0.025 Epoch 39 Batch 176/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.015 Epoch 39 Batch 177/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 39 Batch 178/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.018 Epoch 39 Batch 179/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.014 Epoch 39 Batch 180/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.013 Epoch 39 Batch 181/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.019 Epoch 39 Batch 182/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.015 Epoch 39 Batch 183/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.013 Epoch 39 Batch 184/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.015 Epoch 39 Batch 185/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.015 Epoch 39 Batch 186/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.011 Epoch 39 Batch 187/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.015 Epoch 39 Batch 188/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.014 Epoch 39 Batch 189/269 - Train Accuracy: 0.973, Validation Accuracy: 0.955, Loss: 0.013 Epoch 39 Batch 190/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.012 Epoch 39 Batch 191/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.015 Epoch 39 Batch 192/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.010 Epoch 39 Batch 193/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.013 Epoch 39 Batch 194/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.014 Epoch 39 Batch 195/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.011 Epoch 39 Batch 196/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.014 Epoch 39 Batch 197/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.013 Epoch 39 Batch 198/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.015 Epoch 39 Batch 199/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.017 Epoch 39 Batch 200/269 - Train Accuracy: 0.975, Validation Accuracy: 0.957, Loss: 0.013 Epoch 39 Batch 201/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.016 Epoch 39 Batch 202/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.014 Epoch 39 Batch 203/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.016 Epoch 39 Batch 204/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.015 Epoch 39 Batch 205/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.015 Epoch 39 Batch 206/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.016 Epoch 39 Batch 207/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.014 Epoch 39 Batch 208/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.015 Epoch 39 Batch 209/269 - Train Accuracy: 0.968, Validation Accuracy: 0.952, Loss: 0.016 Epoch 39 Batch 210/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.012 Epoch 39 Batch 211/269 - Train Accuracy: 0.970, Validation Accuracy: 0.955, Loss: 0.015 Epoch 39 Batch 212/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.016 Epoch 39 Batch 213/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.015 Epoch 39 Batch 214/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.014 Epoch 39 Batch 215/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.014 Epoch 39 Batch 216/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.019 Epoch 39 Batch 217/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.014 Epoch 39 Batch 218/269 - Train Accuracy: 0.972, Validation Accuracy: 0.952, Loss: 0.012 Epoch 39 Batch 219/269 - Train Accuracy: 0.972, Validation Accuracy: 0.950, Loss: 0.014 Epoch 39 Batch 220/269 - Train Accuracy: 0.963, Validation Accuracy: 0.951, Loss: 0.013 Epoch 39 Batch 221/269 - Train Accuracy: 0.968, Validation Accuracy: 0.953, Loss: 0.014 Epoch 39 Batch 222/269 - Train Accuracy: 0.971, Validation Accuracy: 0.953, Loss: 0.010 Epoch 39 Batch 223/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.013 Epoch 39 Batch 224/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.019 Epoch 39 Batch 225/269 - Train Accuracy: 0.957, Validation Accuracy: 0.958, Loss: 0.019 Epoch 39 Batch 226/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.016 Epoch 39 Batch 227/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.015 Epoch 39 Batch 228/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.013 Epoch 39 Batch 229/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.013 Epoch 39 Batch 230/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.014 Epoch 39 Batch 231/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.014 Epoch 39 Batch 232/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.014 Epoch 39 Batch 233/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.013 Epoch 39 Batch 234/269 - Train Accuracy: 0.965, Validation Accuracy: 0.952, Loss: 0.011 Epoch 39 Batch 235/269 - Train Accuracy: 0.971, Validation Accuracy: 0.949, Loss: 0.009 Epoch 39 Batch 236/269 - Train Accuracy: 0.971, Validation Accuracy: 0.949, Loss: 0.015 Epoch 39 Batch 237/269 - Train Accuracy: 0.965, Validation Accuracy: 0.948, Loss: 0.014 Epoch 39 Batch 238/269 - Train Accuracy: 0.967, Validation Accuracy: 0.948, Loss: 0.016 Epoch 39 Batch 239/269 - Train Accuracy: 0.963, Validation Accuracy: 0.950, Loss: 0.013 Epoch 39 Batch 240/269 - Train Accuracy: 0.964, Validation Accuracy: 0.952, Loss: 0.013 Epoch 39 Batch 241/269 - Train Accuracy: 0.950, Validation Accuracy: 0.955, Loss: 0.019 Epoch 39 Batch 242/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.012 Epoch 39 Batch 243/269 - Train Accuracy: 0.970, Validation Accuracy: 0.955, Loss: 0.012 Epoch 39 Batch 244/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.017 Epoch 39 Batch 245/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.012 Epoch 39 Batch 246/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.015 Epoch 39 Batch 247/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.015 Epoch 39 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.010 Epoch 39 Batch 249/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.012 Epoch 39 Batch 250/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.018 Epoch 39 Batch 251/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 39 Batch 252/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 39 Batch 253/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.014 Epoch 39 Batch 254/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.017 Epoch 39 Batch 255/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.015 Epoch 39 Batch 256/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.016 Epoch 39 Batch 257/269 - Train Accuracy: 0.955, Validation Accuracy: 0.960, Loss: 0.019 Epoch 39 Batch 258/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.013 Epoch 39 Batch 259/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.013 Epoch 39 Batch 260/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.014 Epoch 39 Batch 261/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.014 Epoch 39 Batch 262/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.016 Epoch 39 Batch 263/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.015 Epoch 39 Batch 264/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.018 Epoch 39 Batch 265/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.014 Epoch 39 Batch 266/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.011 Epoch 39 Batch 267/269 - Train Accuracy: 0.968, Validation Accuracy: 0.953, Loss: 0.016 Epoch 40 Batch 0/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.016 Epoch 40 Batch 1/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.019 Epoch 40 Batch 2/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.018 Epoch 40 Batch 3/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.013 Epoch 40 Batch 4/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.015 Epoch 40 Batch 5/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.014 Epoch 40 Batch 6/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.013 Epoch 40 Batch 7/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 40 Batch 8/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.015 Epoch 40 Batch 9/269 - Train Accuracy: 0.957, Validation Accuracy: 0.962, Loss: 0.016 Epoch 40 Batch 10/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.013 Epoch 40 Batch 11/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.017 Epoch 40 Batch 12/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.017 Epoch 40 Batch 13/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.015 Epoch 40 Batch 14/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 40 Batch 15/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 40 Batch 16/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.017 Epoch 40 Batch 17/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.012 Epoch 40 Batch 18/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.014 Epoch 40 Batch 19/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.010 Epoch 40 Batch 20/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 40 Batch 21/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.017 Epoch 40 Batch 22/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.012 Epoch 40 Batch 23/269 - Train Accuracy: 0.960, Validation Accuracy: 0.963, Loss: 0.017 Epoch 40 Batch 24/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.018 Epoch 40 Batch 25/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.013 Epoch 40 Batch 26/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.012 Epoch 40 Batch 27/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.013 Epoch 40 Batch 28/269 - Train Accuracy: 0.959, Validation Accuracy: 0.962, Loss: 0.013 Epoch 40 Batch 29/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 40 Batch 30/269 - Train Accuracy: 0.956, Validation Accuracy: 0.961, Loss: 0.014 Epoch 40 Batch 31/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.012 Epoch 40 Batch 32/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.013 Epoch 40 Batch 33/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 40 Batch 34/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.014 Epoch 40 Batch 35/269 - Train Accuracy: 0.960, Validation Accuracy: 0.966, Loss: 0.018 Epoch 40 Batch 36/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.014 Epoch 40 Batch 37/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.011 Epoch 40 Batch 38/269 - Train Accuracy: 0.957, Validation Accuracy: 0.958, Loss: 0.015 Epoch 40 Batch 39/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.010 Epoch 40 Batch 40/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.012 Epoch 40 Batch 41/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.012 Epoch 40 Batch 42/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 40 Batch 43/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.013 Epoch 40 Batch 44/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.014 Epoch 40 Batch 45/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.013 Epoch 40 Batch 46/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 40 Batch 47/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.010 Epoch 40 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 40 Batch 49/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.011 Epoch 40 Batch 50/269 - Train Accuracy: 0.960, Validation Accuracy: 0.962, Loss: 0.016 Epoch 40 Batch 51/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.013 Epoch 40 Batch 52/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.012 Epoch 40 Batch 53/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.014 Epoch 40 Batch 54/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.014 Epoch 40 Batch 55/269 - Train Accuracy: 0.955, Validation Accuracy: 0.964, Loss: 0.013 Epoch 40 Batch 56/269 - Train Accuracy: 0.962, Validation Accuracy: 0.964, Loss: 0.014 Epoch 40 Batch 57/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.015 Epoch 40 Batch 58/269 - Train Accuracy: 0.961, Validation Accuracy: 0.964, Loss: 0.014 Epoch 40 Batch 59/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.011 Epoch 40 Batch 60/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.015 Epoch 40 Batch 61/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.012 Epoch 40 Batch 62/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.013 Epoch 40 Batch 63/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.014 Epoch 40 Batch 64/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 40 Batch 65/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.012 Epoch 40 Batch 66/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.013 Epoch 40 Batch 67/269 - Train Accuracy: 0.962, Validation Accuracy: 0.968, Loss: 0.015 Epoch 40 Batch 68/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.013 Epoch 40 Batch 69/269 - Train Accuracy: 0.959, Validation Accuracy: 0.965, Loss: 0.016 Epoch 40 Batch 70/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.012 Epoch 40 Batch 71/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.014 Epoch 40 Batch 72/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.013 Epoch 40 Batch 73/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 40 Batch 74/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 40 Batch 75/269 - Train Accuracy: 0.962, Validation Accuracy: 0.967, Loss: 0.013 Epoch 40 Batch 76/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.012 Epoch 40 Batch 77/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.012 Epoch 40 Batch 78/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.012 Epoch 40 Batch 79/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.013 Epoch 40 Batch 80/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.012 Epoch 40 Batch 81/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.015 Epoch 40 Batch 82/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 40 Batch 83/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.015 Epoch 40 Batch 84/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.013 Epoch 40 Batch 85/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.013 Epoch 40 Batch 86/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.010 Epoch 40 Batch 87/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.013 Epoch 40 Batch 88/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.011 Epoch 40 Batch 89/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.011 Epoch 40 Batch 90/269 - Train Accuracy: 0.957, Validation Accuracy: 0.959, Loss: 0.013 Epoch 40 Batch 91/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 40 Batch 92/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.013 Epoch 40 Batch 93/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 40 Batch 94/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.015 Epoch 40 Batch 95/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 40 Batch 96/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.012 Epoch 40 Batch 97/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.013 Epoch 40 Batch 98/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.013 Epoch 40 Batch 99/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.012 Epoch 40 Batch 100/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.013 Epoch 40 Batch 101/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.016 Epoch 40 Batch 102/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.011 Epoch 40 Batch 103/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.013 Epoch 40 Batch 104/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.014 Epoch 40 Batch 105/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.012 Epoch 40 Batch 106/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.013 Epoch 40 Batch 107/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.012 Epoch 40 Batch 108/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.011 Epoch 40 Batch 109/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.013 Epoch 40 Batch 110/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.011 Epoch 40 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.010 Epoch 40 Batch 112/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.014 Epoch 40 Batch 113/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.012 Epoch 40 Batch 114/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.014 Epoch 40 Batch 115/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.012 Epoch 40 Batch 116/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.011 Epoch 40 Batch 117/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 40 Batch 118/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.011 Epoch 40 Batch 119/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.013 Epoch 40 Batch 120/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.011 Epoch 40 Batch 121/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.010 Epoch 40 Batch 122/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.013 Epoch 40 Batch 123/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.014 Epoch 40 Batch 124/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 40 Batch 125/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 40 Batch 126/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.012 Epoch 40 Batch 127/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.013 Epoch 40 Batch 128/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.014 Epoch 40 Batch 129/269 - Train Accuracy: 0.960, Validation Accuracy: 0.965, Loss: 0.014 Epoch 40 Batch 130/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.014 Epoch 40 Batch 131/269 - Train Accuracy: 0.958, Validation Accuracy: 0.963, Loss: 0.018 Epoch 40 Batch 132/269 - Train Accuracy: 0.952, Validation Accuracy: 0.963, Loss: 0.018 Epoch 40 Batch 133/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.012 Epoch 40 Batch 134/269 - Train Accuracy: 0.958, Validation Accuracy: 0.963, Loss: 0.012 Epoch 40 Batch 135/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 40 Batch 136/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.016 Epoch 40 Batch 137/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.014 Epoch 40 Batch 138/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.011 Epoch 40 Batch 139/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 40 Batch 140/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 40 Batch 141/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.014 Epoch 40 Batch 142/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.013 Epoch 40 Batch 143/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.015 Epoch 40 Batch 144/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.010 Epoch 40 Batch 145/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.010 Epoch 40 Batch 146/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.012 Epoch 40 Batch 147/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.014 Epoch 40 Batch 148/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.013 Epoch 40 Batch 149/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.015 Epoch 40 Batch 150/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 40 Batch 151/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.014 Epoch 40 Batch 152/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.014 Epoch 40 Batch 153/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.013 Epoch 40 Batch 154/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.014 Epoch 40 Batch 155/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.017 Epoch 40 Batch 156/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.012 Epoch 40 Batch 157/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.012 Epoch 40 Batch 158/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.014 Epoch 40 Batch 159/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 40 Batch 160/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.012 Epoch 40 Batch 161/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.011 Epoch 40 Batch 162/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 40 Batch 163/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.011 Epoch 40 Batch 164/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 40 Batch 165/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 40 Batch 166/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.012 Epoch 40 Batch 167/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.015 Epoch 40 Batch 168/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 40 Batch 169/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.010 Epoch 40 Batch 170/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.012 Epoch 40 Batch 171/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.011 Epoch 40 Batch 172/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.011 Epoch 40 Batch 173/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.010 Epoch 40 Batch 174/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 40 Batch 175/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.020 Epoch 40 Batch 176/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 40 Batch 177/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 40 Batch 178/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 40 Batch 179/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 40 Batch 180/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 40 Batch 181/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.015 Epoch 40 Batch 182/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 40 Batch 183/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 40 Batch 184/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.011 Epoch 40 Batch 185/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 40 Batch 186/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.011 Epoch 40 Batch 187/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 40 Batch 188/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 40 Batch 189/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.010 Epoch 40 Batch 190/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.010 Epoch 40 Batch 191/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.011 Epoch 40 Batch 192/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.008 Epoch 40 Batch 193/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.009 Epoch 40 Batch 194/269 - Train Accuracy: 0.972, Validation Accuracy: 0.955, Loss: 0.010 Epoch 40 Batch 195/269 - Train Accuracy: 0.970, Validation Accuracy: 0.955, Loss: 0.012 Epoch 40 Batch 196/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.014 Epoch 40 Batch 197/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.009 Epoch 40 Batch 198/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.012 Epoch 40 Batch 199/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.012 Epoch 40 Batch 200/269 - Train Accuracy: 0.976, Validation Accuracy: 0.953, Loss: 0.009 Epoch 40 Batch 201/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.011 Epoch 40 Batch 202/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.013 Epoch 40 Batch 203/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.015 Epoch 40 Batch 204/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.012 Epoch 40 Batch 205/269 - Train Accuracy: 0.972, Validation Accuracy: 0.954, Loss: 0.011 Epoch 40 Batch 206/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.014 Epoch 40 Batch 207/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.011 Epoch 40 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.952, Loss: 0.013 Epoch 40 Batch 209/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.012 Epoch 40 Batch 210/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.012 Epoch 40 Batch 211/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.015 Epoch 40 Batch 212/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.015 Epoch 40 Batch 213/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.010 Epoch 40 Batch 214/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 40 Batch 215/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.011 Epoch 40 Batch 216/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.016 Epoch 40 Batch 217/269 - Train Accuracy: 0.955, Validation Accuracy: 0.961, Loss: 0.014 Epoch 40 Batch 218/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.010 Epoch 40 Batch 219/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.013 Epoch 40 Batch 220/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.012 Epoch 40 Batch 221/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.014 Epoch 40 Batch 222/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.011 Epoch 40 Batch 223/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.008 Epoch 40 Batch 224/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.015 Epoch 40 Batch 225/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.013 Epoch 40 Batch 226/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.010 Epoch 40 Batch 227/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.015 Epoch 40 Batch 228/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 40 Batch 229/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 40 Batch 230/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 40 Batch 231/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.016 Epoch 40 Batch 232/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 40 Batch 233/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.012 Epoch 40 Batch 234/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.011 Epoch 40 Batch 235/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.009 Epoch 40 Batch 236/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 40 Batch 237/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.013 Epoch 40 Batch 238/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.010 Epoch 40 Batch 239/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 40 Batch 240/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.011 Epoch 40 Batch 241/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.013 Epoch 40 Batch 242/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 40 Batch 243/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.010 Epoch 40 Batch 244/269 - Train Accuracy: 0.962, Validation Accuracy: 0.964, Loss: 0.011 Epoch 40 Batch 245/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.011 Epoch 40 Batch 246/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.015 Epoch 40 Batch 247/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.014 Epoch 40 Batch 248/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.011 Epoch 40 Batch 249/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.011 Epoch 40 Batch 250/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.015 Epoch 40 Batch 251/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.012 Epoch 40 Batch 252/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.008 Epoch 40 Batch 253/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.012 Epoch 40 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.014 Epoch 40 Batch 255/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 40 Batch 256/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.012 Epoch 40 Batch 257/269 - Train Accuracy: 0.959, Validation Accuracy: 0.962, Loss: 0.018 Epoch 40 Batch 258/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.012 Epoch 40 Batch 259/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.013 Epoch 40 Batch 260/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.015 Epoch 40 Batch 261/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.014 Epoch 40 Batch 262/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.013 Epoch 40 Batch 263/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.012 Epoch 40 Batch 264/269 - Train Accuracy: 0.961, Validation Accuracy: 0.965, Loss: 0.014 Epoch 40 Batch 265/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 40 Batch 266/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.010 Epoch 40 Batch 267/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.014 Epoch 41 Batch 0/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.010 Epoch 41 Batch 1/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.016 Epoch 41 Batch 2/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.014 Epoch 41 Batch 3/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 41 Batch 4/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.015 Epoch 41 Batch 5/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.014 Epoch 41 Batch 6/269 - Train Accuracy: 0.973, Validation Accuracy: 0.957, Loss: 0.010 Epoch 41 Batch 7/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.011 Epoch 41 Batch 8/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.013 Epoch 41 Batch 9/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.014 Epoch 41 Batch 10/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.013 Epoch 41 Batch 11/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.015 Epoch 41 Batch 12/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.016 Epoch 41 Batch 13/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.010 Epoch 41 Batch 14/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.010 Epoch 41 Batch 15/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 41 Batch 16/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.019 Epoch 41 Batch 17/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.010 Epoch 41 Batch 18/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.014 Epoch 41 Batch 19/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 20/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.013 Epoch 41 Batch 21/269 - Train Accuracy: 0.957, Validation Accuracy: 0.965, Loss: 0.014 Epoch 41 Batch 22/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 41 Batch 23/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.015 Epoch 41 Batch 24/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.013 Epoch 41 Batch 25/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.014 Epoch 41 Batch 26/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.012 Epoch 41 Batch 27/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.011 Epoch 41 Batch 28/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.011 Epoch 41 Batch 29/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 30/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 31/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.013 Epoch 41 Batch 32/269 - Train Accuracy: 0.974, Validation Accuracy: 0.956, Loss: 0.008 Epoch 41 Batch 33/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.010 Epoch 41 Batch 34/269 - Train Accuracy: 0.960, Validation Accuracy: 0.961, Loss: 0.014 Epoch 41 Batch 35/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.017 Epoch 41 Batch 36/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 41 Batch 37/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 38/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.013 Epoch 41 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.010 Epoch 41 Batch 40/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 41/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.010 Epoch 41 Batch 42/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.011 Epoch 41 Batch 43/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.012 Epoch 41 Batch 44/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 45/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.013 Epoch 41 Batch 46/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 41 Batch 47/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.010 Epoch 41 Batch 48/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.011 Epoch 41 Batch 49/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 41 Batch 50/269 - Train Accuracy: 0.963, Validation Accuracy: 0.968, Loss: 0.015 Epoch 41 Batch 51/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.012 Epoch 41 Batch 52/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.010 Epoch 41 Batch 53/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.012 Epoch 41 Batch 54/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.012 Epoch 41 Batch 55/269 - Train Accuracy: 0.962, Validation Accuracy: 0.968, Loss: 0.013 Epoch 41 Batch 56/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.013 Epoch 41 Batch 57/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.014 Epoch 41 Batch 58/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.013 Epoch 41 Batch 59/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.010 Epoch 41 Batch 60/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.015 Epoch 41 Batch 61/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 62/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 41 Batch 63/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.014 Epoch 41 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 41 Batch 65/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.012 Epoch 41 Batch 66/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.012 Epoch 41 Batch 67/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 68/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.013 Epoch 41 Batch 69/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.012 Epoch 41 Batch 70/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 71/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.014 Epoch 41 Batch 72/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 41 Batch 73/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.011 Epoch 41 Batch 74/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 41 Batch 75/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 76/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.010 Epoch 41 Batch 77/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.012 Epoch 41 Batch 78/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 79/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.011 Epoch 41 Batch 80/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 41 Batch 81/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 41 Batch 82/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.010 Epoch 41 Batch 83/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.012 Epoch 41 Batch 84/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.011 Epoch 41 Batch 85/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.012 Epoch 41 Batch 86/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 41 Batch 87/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.013 Epoch 41 Batch 88/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.013 Epoch 41 Batch 89/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 41 Batch 90/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.012 Epoch 41 Batch 91/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 41 Batch 92/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 41 Batch 93/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.012 Epoch 41 Batch 94/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.014 Epoch 41 Batch 95/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.012 Epoch 41 Batch 96/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.014 Epoch 41 Batch 97/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.012 Epoch 41 Batch 98/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.014 Epoch 41 Batch 99/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.014 Epoch 41 Batch 100/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.012 Epoch 41 Batch 101/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.015 Epoch 41 Batch 102/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.011 Epoch 41 Batch 103/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.012 Epoch 41 Batch 104/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.014 Epoch 41 Batch 105/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.012 Epoch 41 Batch 106/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 41 Batch 107/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.014 Epoch 41 Batch 108/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.014 Epoch 41 Batch 109/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.014 Epoch 41 Batch 110/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.014 Epoch 41 Batch 111/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.015 Epoch 41 Batch 112/269 - Train Accuracy: 0.958, Validation Accuracy: 0.959, Loss: 0.013 Epoch 41 Batch 113/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.013 Epoch 41 Batch 114/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.016 Epoch 41 Batch 115/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.015 Epoch 41 Batch 116/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.012 Epoch 41 Batch 117/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.011 Epoch 41 Batch 118/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.012 Epoch 41 Batch 119/269 - Train Accuracy: 0.960, Validation Accuracy: 0.963, Loss: 0.017 Epoch 41 Batch 120/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.015 Epoch 41 Batch 121/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.014 Epoch 41 Batch 122/269 - Train Accuracy: 0.958, Validation Accuracy: 0.962, Loss: 0.015 Epoch 41 Batch 123/269 - Train Accuracy: 0.962, Validation Accuracy: 0.964, Loss: 0.015 Epoch 41 Batch 124/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.016 Epoch 41 Batch 125/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.011 Epoch 41 Batch 126/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.019 Epoch 41 Batch 127/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.016 Epoch 41 Batch 128/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.016 Epoch 41 Batch 129/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.015 Epoch 41 Batch 130/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.017 Epoch 41 Batch 131/269 - Train Accuracy: 0.956, Validation Accuracy: 0.963, Loss: 0.019 Epoch 41 Batch 132/269 - Train Accuracy: 0.959, Validation Accuracy: 0.965, Loss: 0.017 Epoch 41 Batch 133/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.014 Epoch 41 Batch 134/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.016 Epoch 41 Batch 135/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.016 Epoch 41 Batch 136/269 - Train Accuracy: 0.955, Validation Accuracy: 0.959, Loss: 0.017 Epoch 41 Batch 137/269 - Train Accuracy: 0.956, Validation Accuracy: 0.963, Loss: 0.015 Epoch 41 Batch 138/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.015 Epoch 41 Batch 139/269 - Train Accuracy: 0.958, Validation Accuracy: 0.968, Loss: 0.015 Epoch 41 Batch 140/269 - Train Accuracy: 0.962, Validation Accuracy: 0.966, Loss: 0.012 Epoch 41 Batch 141/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.018 Epoch 41 Batch 142/269 - Train Accuracy: 0.960, Validation Accuracy: 0.966, Loss: 0.013 Epoch 41 Batch 143/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.017 Epoch 41 Batch 144/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 41 Batch 145/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.010 Epoch 41 Batch 146/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.014 Epoch 41 Batch 147/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.015 Epoch 41 Batch 148/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.017 Epoch 41 Batch 149/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.015 Epoch 41 Batch 150/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.014 Epoch 41 Batch 151/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.012 Epoch 41 Batch 152/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 41 Batch 153/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.013 Epoch 41 Batch 154/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.018 Epoch 41 Batch 155/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.014 Epoch 41 Batch 156/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.013 Epoch 41 Batch 157/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.014 Epoch 41 Batch 158/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.015 Epoch 41 Batch 159/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.016 Epoch 41 Batch 160/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.014 Epoch 41 Batch 161/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 41 Batch 162/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.013 Epoch 41 Batch 163/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.014 Epoch 41 Batch 164/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.013 Epoch 41 Batch 165/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.013 Epoch 41 Batch 166/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.014 Epoch 41 Batch 167/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.016 Epoch 41 Batch 168/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.014 Epoch 41 Batch 169/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.014 Epoch 41 Batch 170/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.019 Epoch 41 Batch 171/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.013 Epoch 41 Batch 172/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.015 Epoch 41 Batch 173/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.011 Epoch 41 Batch 174/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 41 Batch 175/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.018 Epoch 41 Batch 176/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 41 Batch 177/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 41 Batch 178/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 41 Batch 179/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.013 Epoch 41 Batch 180/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 41 Batch 181/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.019 Epoch 41 Batch 182/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.013 Epoch 41 Batch 183/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.007 Epoch 41 Batch 184/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.015 Epoch 41 Batch 185/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.016 Epoch 41 Batch 186/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.013 Epoch 41 Batch 187/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.014 Epoch 41 Batch 188/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.015 Epoch 41 Batch 189/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.013 Epoch 41 Batch 190/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.017 Epoch 41 Batch 191/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 41 Batch 192/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 41 Batch 193/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 41 Batch 194/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.010 Epoch 41 Batch 195/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 41 Batch 196/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 197/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.012 Epoch 41 Batch 198/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.012 Epoch 41 Batch 199/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 200/269 - Train Accuracy: 0.980, Validation Accuracy: 0.960, Loss: 0.010 Epoch 41 Batch 201/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 202/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 203/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.018 Epoch 41 Batch 204/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.009 Epoch 41 Batch 205/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.010 Epoch 41 Batch 206/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.014 Epoch 41 Batch 207/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.012 Epoch 41 Batch 208/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 41 Batch 209/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.014 Epoch 41 Batch 210/269 - Train Accuracy: 0.973, Validation Accuracy: 0.957, Loss: 0.013 Epoch 41 Batch 211/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.013 Epoch 41 Batch 212/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.014 Epoch 41 Batch 213/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.010 Epoch 41 Batch 214/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.013 Epoch 41 Batch 215/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.012 Epoch 41 Batch 216/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.015 Epoch 41 Batch 217/269 - Train Accuracy: 0.955, Validation Accuracy: 0.954, Loss: 0.013 Epoch 41 Batch 218/269 - Train Accuracy: 0.974, Validation Accuracy: 0.955, Loss: 0.013 Epoch 41 Batch 219/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.013 Epoch 41 Batch 220/269 - Train Accuracy: 0.969, Validation Accuracy: 0.953, Loss: 0.011 Epoch 41 Batch 221/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.012 Epoch 41 Batch 222/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.013 Epoch 41 Batch 223/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.011 Epoch 41 Batch 224/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.016 Epoch 41 Batch 225/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.012 Epoch 41 Batch 226/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.014 Epoch 41 Batch 227/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.013 Epoch 41 Batch 228/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.009 Epoch 41 Batch 229/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.011 Epoch 41 Batch 230/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.011 Epoch 41 Batch 231/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.014 Epoch 41 Batch 232/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.014 Epoch 41 Batch 233/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.015 Epoch 41 Batch 234/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.010 Epoch 41 Batch 235/269 - Train Accuracy: 0.980, Validation Accuracy: 0.959, Loss: 0.010 Epoch 41 Batch 236/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 41 Batch 237/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.012 Epoch 41 Batch 238/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 41 Batch 239/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 41 Batch 240/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 41 Batch 241/269 - Train Accuracy: 0.959, Validation Accuracy: 0.964, Loss: 0.013 Epoch 41 Batch 242/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.011 Epoch 41 Batch 243/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 41 Batch 244/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.012 Epoch 41 Batch 245/269 - Train Accuracy: 0.956, Validation Accuracy: 0.958, Loss: 0.012 Epoch 41 Batch 246/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.014 Epoch 41 Batch 247/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.013 Epoch 41 Batch 248/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 41 Batch 249/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.013 Epoch 41 Batch 250/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.015 Epoch 41 Batch 251/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 41 Batch 252/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.008 Epoch 41 Batch 253/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.014 Epoch 41 Batch 254/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.015 Epoch 41 Batch 255/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.011 Epoch 41 Batch 256/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.013 Epoch 41 Batch 257/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.013 Epoch 41 Batch 258/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 41 Batch 259/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.012 Epoch 41 Batch 260/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.012 Epoch 41 Batch 261/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.010 Epoch 41 Batch 262/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.014 Epoch 41 Batch 263/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.014 Epoch 41 Batch 264/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.014 Epoch 41 Batch 265/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.011 Epoch 41 Batch 266/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 41 Batch 267/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.012 Epoch 42 Batch 0/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 42 Batch 1/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.013 Epoch 42 Batch 2/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.012 Epoch 42 Batch 3/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 42 Batch 4/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.012 Epoch 42 Batch 5/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 42 Batch 6/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 42 Batch 7/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.012 Epoch 42 Batch 8/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 42 Batch 9/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 42 Batch 10/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.012 Epoch 42 Batch 11/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.013 Epoch 42 Batch 12/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.017 Epoch 42 Batch 13/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.009 Epoch 42 Batch 14/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.013 Epoch 42 Batch 15/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.009 Epoch 42 Batch 16/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.015 Epoch 42 Batch 17/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.009 Epoch 42 Batch 18/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.012 Epoch 42 Batch 19/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 42 Batch 20/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 42 Batch 21/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.015 Epoch 42 Batch 22/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.012 Epoch 42 Batch 23/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.016 Epoch 42 Batch 24/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.011 Epoch 42 Batch 25/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.016 Epoch 42 Batch 26/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.010 Epoch 42 Batch 27/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.014 Epoch 42 Batch 28/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.009 Epoch 42 Batch 29/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.014 Epoch 42 Batch 30/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.012 Epoch 42 Batch 31/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.020 Epoch 42 Batch 32/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 42 Batch 33/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.010 Epoch 42 Batch 34/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.019 Epoch 42 Batch 35/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.020 Epoch 42 Batch 36/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 42 Batch 37/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.011 Epoch 42 Batch 38/269 - Train Accuracy: 0.959, Validation Accuracy: 0.960, Loss: 0.014 Epoch 42 Batch 39/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.013 Epoch 42 Batch 40/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.016 Epoch 42 Batch 41/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.011 Epoch 42 Batch 42/269 - Train Accuracy: 0.974, Validation Accuracy: 0.954, Loss: 0.013 Epoch 42 Batch 43/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.015 Epoch 42 Batch 44/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.018 Epoch 42 Batch 45/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.012 Epoch 42 Batch 46/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.008 Epoch 42 Batch 47/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.010 Epoch 42 Batch 48/269 - Train Accuracy: 0.958, Validation Accuracy: 0.960, Loss: 0.012 Epoch 42 Batch 49/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.011 Epoch 42 Batch 50/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.015 Epoch 42 Batch 51/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.014 Epoch 42 Batch 52/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.012 Epoch 42 Batch 53/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.011 Epoch 42 Batch 54/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.012 Epoch 42 Batch 55/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.015 Epoch 42 Batch 56/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.012 Epoch 42 Batch 57/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.019 Epoch 42 Batch 58/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.013 Epoch 42 Batch 59/269 - Train Accuracy: 0.976, Validation Accuracy: 0.954, Loss: 0.008 Epoch 42 Batch 60/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.013 Epoch 42 Batch 61/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.014 Epoch 42 Batch 62/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.013 Epoch 42 Batch 63/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.013 Epoch 42 Batch 64/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.010 Epoch 42 Batch 65/269 - Train Accuracy: 0.970, Validation Accuracy: 0.955, Loss: 0.011 Epoch 42 Batch 66/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.012 Epoch 42 Batch 67/269 - Train Accuracy: 0.965, Validation Accuracy: 0.951, Loss: 0.014 Epoch 42 Batch 68/269 - Train Accuracy: 0.968, Validation Accuracy: 0.951, Loss: 0.013 Epoch 42 Batch 69/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.014 Epoch 42 Batch 70/269 - Train Accuracy: 0.971, Validation Accuracy: 0.953, Loss: 0.013 Epoch 42 Batch 71/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.015 Epoch 42 Batch 72/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.013 Epoch 42 Batch 73/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.013 Epoch 42 Batch 74/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.014 Epoch 42 Batch 75/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.012 Epoch 42 Batch 76/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.013 Epoch 42 Batch 77/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.012 Epoch 42 Batch 78/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.014 Epoch 42 Batch 79/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.014 Epoch 42 Batch 80/269 - Train Accuracy: 0.972, Validation Accuracy: 0.955, Loss: 0.011 Epoch 42 Batch 81/269 - Train Accuracy: 0.974, Validation Accuracy: 0.954, Loss: 0.014 Epoch 42 Batch 82/269 - Train Accuracy: 0.971, Validation Accuracy: 0.954, Loss: 0.012 Epoch 42 Batch 83/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.015 Epoch 42 Batch 84/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.014 Epoch 42 Batch 85/269 - Train Accuracy: 0.970, Validation Accuracy: 0.952, Loss: 0.013 Epoch 42 Batch 86/269 - Train Accuracy: 0.972, Validation Accuracy: 0.953, Loss: 0.013 Epoch 42 Batch 87/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.013 Epoch 42 Batch 88/269 - Train Accuracy: 0.973, Validation Accuracy: 0.954, Loss: 0.013 Epoch 42 Batch 89/269 - Train Accuracy: 0.972, Validation Accuracy: 0.954, Loss: 0.011 Epoch 42 Batch 90/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.012 Epoch 42 Batch 91/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.012 Epoch 42 Batch 92/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.012 Epoch 42 Batch 93/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.011 Epoch 42 Batch 94/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.016 Epoch 42 Batch 95/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 42 Batch 96/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.014 Epoch 42 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.012 Epoch 42 Batch 98/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.014 Epoch 42 Batch 99/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.012 Epoch 42 Batch 100/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.015 Epoch 42 Batch 101/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.016 Epoch 42 Batch 102/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.012 Epoch 42 Batch 103/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.014 Epoch 42 Batch 104/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.012 Epoch 42 Batch 105/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.014 Epoch 42 Batch 106/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.014 Epoch 42 Batch 107/269 - Train Accuracy: 0.962, Validation Accuracy: 0.965, Loss: 0.014 Epoch 42 Batch 108/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 42 Batch 109/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.016 Epoch 42 Batch 110/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.011 Epoch 42 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.012 Epoch 42 Batch 112/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.012 Epoch 42 Batch 113/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.013 Epoch 42 Batch 114/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.010 Epoch 42 Batch 115/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.010 Epoch 42 Batch 116/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.013 Epoch 42 Batch 117/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.011 Epoch 42 Batch 118/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.012 Epoch 42 Batch 119/269 - Train Accuracy: 0.958, Validation Accuracy: 0.964, Loss: 0.013 Epoch 42 Batch 120/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 42 Batch 121/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 42 Batch 122/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.012 Epoch 42 Batch 123/269 - Train Accuracy: 0.962, Validation Accuracy: 0.965, Loss: 0.013 Epoch 42 Batch 124/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 42 Batch 125/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 42 Batch 126/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.013 Epoch 42 Batch 127/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.013 Epoch 42 Batch 128/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.014 Epoch 42 Batch 129/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.014 Epoch 42 Batch 130/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.013 Epoch 42 Batch 131/269 - Train Accuracy: 0.961, Validation Accuracy: 0.965, Loss: 0.015 Epoch 42 Batch 132/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.014 Epoch 42 Batch 133/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.012 Epoch 42 Batch 134/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.013 Epoch 42 Batch 135/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 42 Batch 136/269 - Train Accuracy: 0.958, Validation Accuracy: 0.964, Loss: 0.016 Epoch 42 Batch 137/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.013 Epoch 42 Batch 138/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.013 Epoch 42 Batch 139/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 42 Batch 140/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.009 Epoch 42 Batch 141/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 42 Batch 142/269 - Train Accuracy: 0.958, Validation Accuracy: 0.964, Loss: 0.016 Epoch 42 Batch 143/269 - Train Accuracy: 0.958, Validation Accuracy: 0.964, Loss: 0.014 Epoch 42 Batch 144/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.011 Epoch 42 Batch 145/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.009 Epoch 42 Batch 146/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 42 Batch 147/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.013 Epoch 42 Batch 148/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.013 Epoch 42 Batch 149/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.016 Epoch 42 Batch 150/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.013 Epoch 42 Batch 151/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.012 Epoch 42 Batch 152/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 42 Batch 153/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.011 Epoch 42 Batch 154/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.012 Epoch 42 Batch 155/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.014 Epoch 42 Batch 156/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.015 Epoch 42 Batch 157/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 42 Batch 158/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 42 Batch 159/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 42 Batch 160/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.010 Epoch 42 Batch 161/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.013 Epoch 42 Batch 162/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.011 Epoch 42 Batch 163/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.012 Epoch 42 Batch 164/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 42 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.011 Epoch 42 Batch 166/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.013 Epoch 42 Batch 167/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.013 Epoch 42 Batch 168/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.017 Epoch 42 Batch 169/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.013 Epoch 42 Batch 170/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.013 Epoch 42 Batch 171/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.016 Epoch 42 Batch 172/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 42 Batch 173/269 - Train Accuracy: 0.956, Validation Accuracy: 0.960, Loss: 0.012 Epoch 42 Batch 174/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 42 Batch 175/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.017 Epoch 42 Batch 176/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 42 Batch 177/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 42 Batch 178/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.013 Epoch 42 Batch 179/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.012 Epoch 42 Batch 180/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.012 Epoch 42 Batch 181/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.015 Epoch 42 Batch 182/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 42 Batch 183/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 42 Batch 184/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.011 Epoch 42 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.012 Epoch 42 Batch 186/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.009 Epoch 42 Batch 187/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.014 Epoch 42 Batch 188/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 42 Batch 189/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.013 Epoch 42 Batch 190/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 42 Batch 191/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 42 Batch 192/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 42 Batch 193/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 42 Batch 194/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.012 Epoch 42 Batch 195/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.010 Epoch 42 Batch 196/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.013 Epoch 42 Batch 197/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.012 Epoch 42 Batch 198/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.013 Epoch 42 Batch 199/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 42 Batch 200/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.012 Epoch 42 Batch 201/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.010 Epoch 42 Batch 202/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.015 Epoch 42 Batch 203/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.015 Epoch 42 Batch 204/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.011 Epoch 42 Batch 205/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.014 Epoch 42 Batch 206/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.015 Epoch 42 Batch 207/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.013 Epoch 42 Batch 208/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.012 Epoch 42 Batch 209/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.013 Epoch 42 Batch 210/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.014 Epoch 42 Batch 211/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.011 Epoch 42 Batch 212/269 - Train Accuracy: 0.959, Validation Accuracy: 0.960, Loss: 0.017 Epoch 42 Batch 213/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 42 Batch 214/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.012 Epoch 42 Batch 215/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.012 Epoch 42 Batch 216/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.012 Epoch 42 Batch 217/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.015 Epoch 42 Batch 218/269 - Train Accuracy: 0.979, Validation Accuracy: 0.955, Loss: 0.010 Epoch 42 Batch 219/269 - Train Accuracy: 0.977, Validation Accuracy: 0.955, Loss: 0.012 Epoch 42 Batch 220/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.012 Epoch 42 Batch 221/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.014 Epoch 42 Batch 222/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.011 Epoch 42 Batch 223/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.009 Epoch 42 Batch 224/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.014 Epoch 42 Batch 225/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.011 Epoch 42 Batch 226/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.014 Epoch 42 Batch 227/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.012 Epoch 42 Batch 228/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.011 Epoch 42 Batch 229/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.011 Epoch 42 Batch 230/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 42 Batch 231/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.012 Epoch 42 Batch 232/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.012 Epoch 42 Batch 233/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.016 Epoch 42 Batch 234/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.013 Epoch 42 Batch 235/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.011 Epoch 42 Batch 236/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.017 Epoch 42 Batch 237/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.012 Epoch 42 Batch 238/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 42 Batch 239/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 42 Batch 240/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.012 Epoch 42 Batch 241/269 - Train Accuracy: 0.961, Validation Accuracy: 0.964, Loss: 0.015 Epoch 42 Batch 242/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 42 Batch 243/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 42 Batch 244/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.014 Epoch 42 Batch 245/269 - Train Accuracy: 0.960, Validation Accuracy: 0.964, Loss: 0.013 Epoch 42 Batch 246/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.014 Epoch 42 Batch 247/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.016 Epoch 42 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 42 Batch 249/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.013 Epoch 42 Batch 250/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.012 Epoch 42 Batch 251/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 42 Batch 252/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.007 Epoch 42 Batch 253/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 42 Batch 254/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.014 Epoch 42 Batch 255/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.014 Epoch 42 Batch 256/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.016 Epoch 42 Batch 257/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.015 Epoch 42 Batch 258/269 - Train Accuracy: 0.971, Validation Accuracy: 0.954, Loss: 0.010 Epoch 42 Batch 259/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.013 Epoch 42 Batch 260/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.015 Epoch 42 Batch 261/269 - Train Accuracy: 0.975, Validation Accuracy: 0.957, Loss: 0.011 Epoch 42 Batch 262/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.015 Epoch 42 Batch 263/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.011 Epoch 42 Batch 264/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.012 Epoch 42 Batch 265/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.014 Epoch 42 Batch 266/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 42 Batch 267/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.011 Epoch 43 Batch 0/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.010 Epoch 43 Batch 1/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.012 Epoch 43 Batch 2/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.015 Epoch 43 Batch 3/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.010 Epoch 43 Batch 4/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.015 Epoch 43 Batch 5/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.014 Epoch 43 Batch 6/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 43 Batch 7/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.011 Epoch 43 Batch 8/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.014 Epoch 43 Batch 9/269 - Train Accuracy: 0.963, Validation Accuracy: 0.968, Loss: 0.011 Epoch 43 Batch 10/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 43 Batch 11/269 - Train Accuracy: 0.965, Validation Accuracy: 0.970, Loss: 0.016 Epoch 43 Batch 12/269 - Train Accuracy: 0.961, Validation Accuracy: 0.970, Loss: 0.018 Epoch 43 Batch 13/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.011 Epoch 43 Batch 14/269 - Train Accuracy: 0.966, Validation Accuracy: 0.971, Loss: 0.010 Epoch 43 Batch 15/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 43 Batch 16/269 - Train Accuracy: 0.960, Validation Accuracy: 0.966, Loss: 0.014 Epoch 43 Batch 17/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.014 Epoch 43 Batch 18/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.015 Epoch 43 Batch 19/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 43 Batch 20/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.011 Epoch 43 Batch 21/269 - Train Accuracy: 0.965, Validation Accuracy: 0.969, Loss: 0.015 Epoch 43 Batch 22/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.013 Epoch 43 Batch 23/269 - Train Accuracy: 0.962, Validation Accuracy: 0.969, Loss: 0.017 Epoch 43 Batch 24/269 - Train Accuracy: 0.962, Validation Accuracy: 0.964, Loss: 0.016 Epoch 43 Batch 25/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.014 Epoch 43 Batch 26/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.011 Epoch 43 Batch 27/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.012 Epoch 43 Batch 28/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.014 Epoch 43 Batch 29/269 - Train Accuracy: 0.976, Validation Accuracy: 0.955, Loss: 0.013 Epoch 43 Batch 30/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.013 Epoch 43 Batch 31/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.012 Epoch 43 Batch 32/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.009 Epoch 43 Batch 33/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.011 Epoch 43 Batch 34/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.015 Epoch 43 Batch 35/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.017 Epoch 43 Batch 36/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 43 Batch 37/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.012 Epoch 43 Batch 38/269 - Train Accuracy: 0.953, Validation Accuracy: 0.957, Loss: 0.014 Epoch 43 Batch 39/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 43 Batch 40/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.014 Epoch 43 Batch 41/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.013 Epoch 43 Batch 42/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.013 Epoch 43 Batch 43/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.014 Epoch 43 Batch 44/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.015 Epoch 43 Batch 45/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.014 Epoch 43 Batch 46/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.011 Epoch 43 Batch 47/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.011 Epoch 43 Batch 48/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.011 Epoch 43 Batch 49/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.010 Epoch 43 Batch 50/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.017 Epoch 43 Batch 51/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.014 Epoch 43 Batch 52/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 43 Batch 53/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.014 Epoch 43 Batch 54/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 43 Batch 55/269 - Train Accuracy: 0.958, Validation Accuracy: 0.959, Loss: 0.017 Epoch 43 Batch 56/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.012 Epoch 43 Batch 57/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.013 Epoch 43 Batch 58/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 43 Batch 59/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 43 Batch 60/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.013 Epoch 43 Batch 61/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.014 Epoch 43 Batch 62/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.014 Epoch 43 Batch 63/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.013 Epoch 43 Batch 64/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 43 Batch 65/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 43 Batch 66/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.012 Epoch 43 Batch 67/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.013 Epoch 43 Batch 68/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.012 Epoch 43 Batch 69/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.015 Epoch 43 Batch 70/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.011 Epoch 43 Batch 71/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.015 Epoch 43 Batch 72/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.010 Epoch 43 Batch 73/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.012 Epoch 43 Batch 74/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 43 Batch 75/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.012 Epoch 43 Batch 76/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.011 Epoch 43 Batch 77/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 43 Batch 78/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.011 Epoch 43 Batch 79/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.014 Epoch 43 Batch 80/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.010 Epoch 43 Batch 81/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.012 Epoch 43 Batch 82/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.011 Epoch 43 Batch 83/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.014 Epoch 43 Batch 84/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.012 Epoch 43 Batch 85/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 43 Batch 86/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 43 Batch 87/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 43 Batch 88/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.012 Epoch 43 Batch 89/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.011 Epoch 43 Batch 90/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.012 Epoch 43 Batch 91/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.012 Epoch 43 Batch 92/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.010 Epoch 43 Batch 93/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.010 Epoch 43 Batch 94/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.016 Epoch 43 Batch 95/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.009 Epoch 43 Batch 96/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.010 Epoch 43 Batch 97/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.014 Epoch 43 Batch 98/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.014 Epoch 43 Batch 99/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.012 Epoch 43 Batch 100/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.015 Epoch 43 Batch 101/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.014 Epoch 43 Batch 102/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 43 Batch 103/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.013 Epoch 43 Batch 104/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.011 Epoch 43 Batch 105/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.011 Epoch 43 Batch 106/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 43 Batch 107/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.012 Epoch 43 Batch 108/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.010 Epoch 43 Batch 109/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.012 Epoch 43 Batch 110/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.010 Epoch 43 Batch 111/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.012 Epoch 43 Batch 112/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.012 Epoch 43 Batch 113/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.011 Epoch 43 Batch 114/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 43 Batch 115/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.014 Epoch 43 Batch 116/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.012 Epoch 43 Batch 117/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 43 Batch 118/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 43 Batch 119/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.015 Epoch 43 Batch 120/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 43 Batch 121/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 43 Batch 122/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.014 Epoch 43 Batch 123/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.012 Epoch 43 Batch 124/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.011 Epoch 43 Batch 125/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 43 Batch 126/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.014 Epoch 43 Batch 127/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 43 Batch 128/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.012 Epoch 43 Batch 129/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.011 Epoch 43 Batch 130/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.013 Epoch 43 Batch 131/269 - Train Accuracy: 0.965, Validation Accuracy: 0.969, Loss: 0.015 Epoch 43 Batch 132/269 - Train Accuracy: 0.959, Validation Accuracy: 0.967, Loss: 0.014 Epoch 43 Batch 133/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 43 Batch 134/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.012 Epoch 43 Batch 135/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 43 Batch 136/269 - Train Accuracy: 0.957, Validation Accuracy: 0.966, Loss: 0.019 Epoch 43 Batch 137/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 43 Batch 138/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.011 Epoch 43 Batch 139/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 43 Batch 140/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.012 Epoch 43 Batch 141/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.012 Epoch 43 Batch 142/269 - Train Accuracy: 0.959, Validation Accuracy: 0.969, Loss: 0.014 Epoch 43 Batch 143/269 - Train Accuracy: 0.960, Validation Accuracy: 0.968, Loss: 0.015 Epoch 43 Batch 144/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.012 Epoch 43 Batch 145/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 43 Batch 146/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.010 Epoch 43 Batch 147/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.013 Epoch 43 Batch 148/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.013 Epoch 43 Batch 149/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.013 Epoch 43 Batch 150/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.013 Epoch 43 Batch 151/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.013 Epoch 43 Batch 152/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 43 Batch 153/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.010 Epoch 43 Batch 154/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.012 Epoch 43 Batch 155/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.016 Epoch 43 Batch 156/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 43 Batch 157/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 43 Batch 158/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.014 Epoch 43 Batch 159/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.011 Epoch 43 Batch 160/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 43 Batch 161/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 43 Batch 162/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.012 Epoch 43 Batch 163/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.012 Epoch 43 Batch 164/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.015 Epoch 43 Batch 165/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.009 Epoch 43 Batch 166/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.010 Epoch 43 Batch 167/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.012 Epoch 43 Batch 168/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.011 Epoch 43 Batch 169/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.016 Epoch 43 Batch 170/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.013 Epoch 43 Batch 171/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 43 Batch 172/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.011 Epoch 43 Batch 173/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.013 Epoch 43 Batch 174/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.011 Epoch 43 Batch 175/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.017 Epoch 43 Batch 176/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.012 Epoch 43 Batch 177/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.010 Epoch 43 Batch 178/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.012 Epoch 43 Batch 179/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.015 Epoch 43 Batch 180/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.012 Epoch 43 Batch 181/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.013 Epoch 43 Batch 182/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.011 Epoch 43 Batch 183/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.012 Epoch 43 Batch 184/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.013 Epoch 43 Batch 185/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 43 Batch 186/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.009 Epoch 43 Batch 187/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.009 Epoch 43 Batch 188/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.011 Epoch 43 Batch 189/269 - Train Accuracy: 0.975, Validation Accuracy: 0.957, Loss: 0.012 Epoch 43 Batch 190/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.012 Epoch 43 Batch 191/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 43 Batch 192/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 43 Batch 193/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 43 Batch 194/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 43 Batch 195/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 43 Batch 196/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.011 Epoch 43 Batch 197/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.011 Epoch 43 Batch 198/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.011 Epoch 43 Batch 199/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.012 Epoch 43 Batch 200/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.012 Epoch 43 Batch 201/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.010 Epoch 43 Batch 202/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.014 Epoch 43 Batch 203/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.015 Epoch 43 Batch 204/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.011 Epoch 43 Batch 205/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 43 Batch 206/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.013 Epoch 43 Batch 207/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.012 Epoch 43 Batch 208/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.011 Epoch 43 Batch 209/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.011 Epoch 43 Batch 210/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 43 Batch 211/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.013 Epoch 43 Batch 212/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.013 Epoch 43 Batch 213/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 43 Batch 214/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.012 Epoch 43 Batch 215/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.013 Epoch 43 Batch 216/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 43 Batch 217/269 - Train Accuracy: 0.959, Validation Accuracy: 0.963, Loss: 0.013 Epoch 43 Batch 218/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 43 Batch 219/269 - Train Accuracy: 0.978, Validation Accuracy: 0.959, Loss: 0.011 Epoch 43 Batch 220/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 43 Batch 221/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.013 Epoch 43 Batch 222/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.010 Epoch 43 Batch 223/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 43 Batch 224/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.019 Epoch 43 Batch 225/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.010 Epoch 43 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.014 Epoch 43 Batch 227/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.012 Epoch 43 Batch 228/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 43 Batch 229/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 43 Batch 230/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 43 Batch 231/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.013 Epoch 43 Batch 232/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.013 Epoch 43 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.016 Epoch 43 Batch 234/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.010 Epoch 43 Batch 235/269 - Train Accuracy: 0.977, Validation Accuracy: 0.956, Loss: 0.010 Epoch 43 Batch 236/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.014 Epoch 43 Batch 237/269 - Train Accuracy: 0.975, Validation Accuracy: 0.955, Loss: 0.012 Epoch 43 Batch 238/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.011 Epoch 43 Batch 239/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.011 Epoch 43 Batch 240/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.012 Epoch 43 Batch 241/269 - Train Accuracy: 0.959, Validation Accuracy: 0.960, Loss: 0.017 Epoch 43 Batch 242/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.011 Epoch 43 Batch 243/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.011 Epoch 43 Batch 244/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.011 Epoch 43 Batch 245/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.011 Epoch 43 Batch 246/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.012 Epoch 43 Batch 247/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.013 Epoch 43 Batch 248/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 43 Batch 249/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.012 Epoch 43 Batch 250/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.012 Epoch 43 Batch 251/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 43 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 43 Batch 253/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.012 Epoch 43 Batch 254/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.014 Epoch 43 Batch 255/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 43 Batch 256/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 43 Batch 257/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.015 Epoch 43 Batch 258/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.014 Epoch 43 Batch 259/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 43 Batch 260/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.014 Epoch 43 Batch 261/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.009 Epoch 43 Batch 262/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.012 Epoch 43 Batch 263/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 43 Batch 264/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.013 Epoch 43 Batch 265/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 43 Batch 266/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.011 Epoch 43 Batch 267/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.014 Epoch 44 Batch 0/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 44 Batch 1/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.014 Epoch 44 Batch 2/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.013 Epoch 44 Batch 3/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 44 Batch 4/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.012 Epoch 44 Batch 5/269 - Train Accuracy: 0.961, Validation Accuracy: 0.967, Loss: 0.012 Epoch 44 Batch 6/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.012 Epoch 44 Batch 7/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 44 Batch 8/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.013 Epoch 44 Batch 9/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.014 Epoch 44 Batch 10/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 44 Batch 11/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.013 Epoch 44 Batch 12/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.016 Epoch 44 Batch 13/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 44 Batch 14/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.012 Epoch 44 Batch 15/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.009 Epoch 44 Batch 16/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.019 Epoch 44 Batch 17/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.012 Epoch 44 Batch 18/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.013 Epoch 44 Batch 19/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.013 Epoch 44 Batch 20/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 44 Batch 21/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.015 Epoch 44 Batch 22/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.014 Epoch 44 Batch 23/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.015 Epoch 44 Batch 24/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.014 Epoch 44 Batch 25/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.013 Epoch 44 Batch 26/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.014 Epoch 44 Batch 27/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.013 Epoch 44 Batch 28/269 - Train Accuracy: 0.960, Validation Accuracy: 0.962, Loss: 0.013 Epoch 44 Batch 29/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.014 Epoch 44 Batch 30/269 - Train Accuracy: 0.962, Validation Accuracy: 0.966, Loss: 0.015 Epoch 44 Batch 31/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.013 Epoch 44 Batch 32/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.010 Epoch 44 Batch 33/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.012 Epoch 44 Batch 34/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.012 Epoch 44 Batch 35/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.014 Epoch 44 Batch 36/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.013 Epoch 44 Batch 37/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.014 Epoch 44 Batch 38/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.013 Epoch 44 Batch 39/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.012 Epoch 44 Batch 40/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.013 Epoch 44 Batch 41/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.011 Epoch 44 Batch 42/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.013 Epoch 44 Batch 43/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.011 Epoch 44 Batch 44/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.015 Epoch 44 Batch 45/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.012 Epoch 44 Batch 46/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.009 Epoch 44 Batch 47/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.011 Epoch 44 Batch 48/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 44 Batch 49/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 44 Batch 50/269 - Train Accuracy: 0.961, Validation Accuracy: 0.964, Loss: 0.016 Epoch 44 Batch 51/269 - Train Accuracy: 0.965, Validation Accuracy: 0.969, Loss: 0.015 Epoch 44 Batch 52/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.013 Epoch 44 Batch 53/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.012 Epoch 44 Batch 54/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 44 Batch 55/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.012 Epoch 44 Batch 56/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.013 Epoch 44 Batch 57/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.014 Epoch 44 Batch 58/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 44 Batch 59/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 44 Batch 60/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.013 Epoch 44 Batch 61/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 44 Batch 62/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.014 Epoch 44 Batch 63/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.012 Epoch 44 Batch 64/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.010 Epoch 44 Batch 65/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.011 Epoch 44 Batch 66/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.011 Epoch 44 Batch 67/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.017 Epoch 44 Batch 68/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.014 Epoch 44 Batch 69/269 - Train Accuracy: 0.969, Validation Accuracy: 0.950, Loss: 0.014 Epoch 44 Batch 70/269 - Train Accuracy: 0.969, Validation Accuracy: 0.951, Loss: 0.015 Epoch 44 Batch 71/269 - Train Accuracy: 0.971, Validation Accuracy: 0.950, Loss: 0.016 Epoch 44 Batch 72/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.015 Epoch 44 Batch 73/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.015 Epoch 44 Batch 74/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 44 Batch 75/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.014 Epoch 44 Batch 76/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.011 Epoch 44 Batch 77/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.015 Epoch 44 Batch 78/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.013 Epoch 44 Batch 79/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.014 Epoch 44 Batch 80/269 - Train Accuracy: 0.979, Validation Accuracy: 0.958, Loss: 0.012 Epoch 44 Batch 81/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 44 Batch 82/269 - Train Accuracy: 0.978, Validation Accuracy: 0.959, Loss: 0.012 Epoch 44 Batch 83/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.015 Epoch 44 Batch 84/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.012 Epoch 44 Batch 85/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.013 Epoch 44 Batch 86/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 44 Batch 87/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.012 Epoch 44 Batch 88/269 - Train Accuracy: 0.977, Validation Accuracy: 0.958, Loss: 0.010 Epoch 44 Batch 89/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.017 Epoch 44 Batch 90/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.020 Epoch 44 Batch 91/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.014 Epoch 44 Batch 92/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 44 Batch 93/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.010 Epoch 44 Batch 94/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.015 Epoch 44 Batch 95/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.011 Epoch 44 Batch 96/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.014 Epoch 44 Batch 97/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.013 Epoch 44 Batch 98/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.013 Epoch 44 Batch 99/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 44 Batch 100/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.013 Epoch 44 Batch 101/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.018 Epoch 44 Batch 102/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.012 Epoch 44 Batch 103/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.016 Epoch 44 Batch 104/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 44 Batch 105/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.012 Epoch 44 Batch 106/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.012 Epoch 44 Batch 107/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.011 Epoch 44 Batch 108/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 44 Batch 109/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.014 Epoch 44 Batch 110/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 44 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.014 Epoch 44 Batch 112/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.013 Epoch 44 Batch 113/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.014 Epoch 44 Batch 114/269 - Train Accuracy: 0.968, Validation Accuracy: 0.953, Loss: 0.014 Epoch 44 Batch 115/269 - Train Accuracy: 0.973, Validation Accuracy: 0.951, Loss: 0.014 Epoch 44 Batch 116/269 - Train Accuracy: 0.972, Validation Accuracy: 0.954, Loss: 0.013 Epoch 44 Batch 117/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.009 Epoch 44 Batch 118/269 - Train Accuracy: 0.972, Validation Accuracy: 0.954, Loss: 0.010 Epoch 44 Batch 119/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.014 Epoch 44 Batch 120/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.011 Epoch 44 Batch 121/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.011 Epoch 44 Batch 122/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.014 Epoch 44 Batch 123/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.014 Epoch 44 Batch 124/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 44 Batch 125/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 44 Batch 126/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.013 Epoch 44 Batch 127/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 44 Batch 128/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.014 Epoch 44 Batch 129/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.015 Epoch 44 Batch 130/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.014 Epoch 44 Batch 131/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.016 Epoch 44 Batch 132/269 - Train Accuracy: 0.961, Validation Accuracy: 0.966, Loss: 0.011 Epoch 44 Batch 133/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 44 Batch 134/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 44 Batch 135/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.012 Epoch 44 Batch 136/269 - Train Accuracy: 0.961, Validation Accuracy: 0.966, Loss: 0.013 Epoch 44 Batch 137/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.016 Epoch 44 Batch 138/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 44 Batch 139/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.014 Epoch 44 Batch 140/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.014 Epoch 44 Batch 141/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.016 Epoch 44 Batch 142/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.014 Epoch 44 Batch 143/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.013 Epoch 44 Batch 144/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 44 Batch 145/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.011 Epoch 44 Batch 146/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.013 Epoch 44 Batch 147/269 - Train Accuracy: 0.970, Validation Accuracy: 0.955, Loss: 0.012 Epoch 44 Batch 148/269 - Train Accuracy: 0.974, Validation Accuracy: 0.955, Loss: 0.013 Epoch 44 Batch 149/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.016 Epoch 44 Batch 150/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.013 Epoch 44 Batch 151/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.013 Epoch 44 Batch 152/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 44 Batch 153/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.014 Epoch 44 Batch 154/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.015 Epoch 44 Batch 155/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 44 Batch 156/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 44 Batch 157/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.013 Epoch 44 Batch 158/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.012 Epoch 44 Batch 159/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.012 Epoch 44 Batch 160/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.012 Epoch 44 Batch 161/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 44 Batch 162/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 44 Batch 163/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.014 Epoch 44 Batch 164/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.015 Epoch 44 Batch 165/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.012 Epoch 44 Batch 166/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 44 Batch 167/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.014 Epoch 44 Batch 168/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 44 Batch 169/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.012 Epoch 44 Batch 170/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.014 Epoch 44 Batch 171/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.013 Epoch 44 Batch 172/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.012 Epoch 44 Batch 173/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.009 Epoch 44 Batch 174/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.014 Epoch 44 Batch 175/269 - Train Accuracy: 0.962, Validation Accuracy: 0.965, Loss: 0.016 Epoch 44 Batch 176/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 44 Batch 177/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 44 Batch 178/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 44 Batch 179/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.011 Epoch 44 Batch 180/269 - Train Accuracy: 0.973, Validation Accuracy: 0.957, Loss: 0.013 Epoch 44 Batch 181/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.013 Epoch 44 Batch 182/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.011 Epoch 44 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.007 Epoch 44 Batch 184/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.012 Epoch 44 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 44 Batch 186/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 44 Batch 187/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.011 Epoch 44 Batch 188/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.011 Epoch 44 Batch 189/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 44 Batch 190/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 44 Batch 191/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 44 Batch 192/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 44 Batch 193/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.011 Epoch 44 Batch 194/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.010 Epoch 44 Batch 195/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.010 Epoch 44 Batch 196/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.013 Epoch 44 Batch 197/269 - Train Accuracy: 0.971, Validation Accuracy: 0.954, Loss: 0.012 Epoch 44 Batch 198/269 - Train Accuracy: 0.966, Validation Accuracy: 0.951, Loss: 0.015 Epoch 44 Batch 199/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.012 Epoch 44 Batch 200/269 - Train Accuracy: 0.974, Validation Accuracy: 0.953, Loss: 0.011 Epoch 44 Batch 201/269 - Train Accuracy: 0.973, Validation Accuracy: 0.953, Loss: 0.010 Epoch 44 Batch 202/269 - Train Accuracy: 0.967, Validation Accuracy: 0.949, Loss: 0.013 Epoch 44 Batch 203/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.014 Epoch 44 Batch 204/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.013 Epoch 44 Batch 205/269 - Train Accuracy: 0.973, Validation Accuracy: 0.953, Loss: 0.010 Epoch 44 Batch 206/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.015 Epoch 44 Batch 207/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.010 Epoch 44 Batch 208/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.012 Epoch 44 Batch 209/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.011 Epoch 44 Batch 210/269 - Train Accuracy: 0.976, Validation Accuracy: 0.954, Loss: 0.010 Epoch 44 Batch 211/269 - Train Accuracy: 0.972, Validation Accuracy: 0.953, Loss: 0.012 Epoch 44 Batch 212/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.014 Epoch 44 Batch 213/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.011 Epoch 44 Batch 214/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.011 Epoch 44 Batch 215/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.013 Epoch 44 Batch 216/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.013 Epoch 44 Batch 217/269 - Train Accuracy: 0.957, Validation Accuracy: 0.960, Loss: 0.017 Epoch 44 Batch 218/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 44 Batch 219/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 44 Batch 220/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.013 Epoch 44 Batch 221/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.012 Epoch 44 Batch 222/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.014 Epoch 44 Batch 223/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.013 Epoch 44 Batch 224/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.014 Epoch 44 Batch 225/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.012 Epoch 44 Batch 226/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.012 Epoch 44 Batch 227/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.014 Epoch 44 Batch 228/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.012 Epoch 44 Batch 229/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 44 Batch 230/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 44 Batch 231/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 44 Batch 232/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.013 Epoch 44 Batch 233/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.012 Epoch 44 Batch 234/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.011 Epoch 44 Batch 235/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.007 Epoch 44 Batch 236/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.012 Epoch 44 Batch 237/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 44 Batch 238/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 44 Batch 239/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.017 Epoch 44 Batch 240/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.011 Epoch 44 Batch 241/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.015 Epoch 44 Batch 242/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.012 Epoch 44 Batch 243/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 44 Batch 244/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.011 Epoch 44 Batch 245/269 - Train Accuracy: 0.956, Validation Accuracy: 0.961, Loss: 0.015 Epoch 44 Batch 246/269 - Train Accuracy: 0.961, Validation Accuracy: 0.965, Loss: 0.014 Epoch 44 Batch 247/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.013 Epoch 44 Batch 248/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 44 Batch 249/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.013 Epoch 44 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.012 Epoch 44 Batch 251/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.012 Epoch 44 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 44 Batch 253/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 44 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 44 Batch 255/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 44 Batch 256/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.010 Epoch 44 Batch 257/269 - Train Accuracy: 0.958, Validation Accuracy: 0.962, Loss: 0.014 Epoch 44 Batch 258/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.009 Epoch 44 Batch 259/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.012 Epoch 44 Batch 260/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.013 Epoch 44 Batch 261/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 44 Batch 262/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.015 Epoch 44 Batch 263/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.013 Epoch 44 Batch 264/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.016 Epoch 44 Batch 265/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.013 Epoch 44 Batch 266/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 44 Batch 267/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.013 Epoch 45 Batch 0/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.015 Epoch 45 Batch 1/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.014 Epoch 45 Batch 2/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.012 Epoch 45 Batch 3/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 45 Batch 4/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.017 Epoch 45 Batch 5/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 45 Batch 6/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.013 Epoch 45 Batch 7/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.013 Epoch 45 Batch 8/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.012 Epoch 45 Batch 9/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.016 Epoch 45 Batch 10/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.013 Epoch 45 Batch 11/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.014 Epoch 45 Batch 12/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.018 Epoch 45 Batch 13/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.010 Epoch 45 Batch 14/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.012 Epoch 45 Batch 15/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.008 Epoch 45 Batch 16/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.016 Epoch 45 Batch 17/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.013 Epoch 45 Batch 18/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.013 Epoch 45 Batch 19/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.011 Epoch 45 Batch 20/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 45 Batch 21/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.012 Epoch 45 Batch 22/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.014 Epoch 45 Batch 23/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.018 Epoch 45 Batch 24/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.014 Epoch 45 Batch 25/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.012 Epoch 45 Batch 26/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.009 Epoch 45 Batch 27/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.013 Epoch 45 Batch 28/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.014 Epoch 45 Batch 29/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.014 Epoch 45 Batch 30/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.015 Epoch 45 Batch 31/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.017 Epoch 45 Batch 32/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.011 Epoch 45 Batch 33/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.012 Epoch 45 Batch 34/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.010 Epoch 45 Batch 35/269 - Train Accuracy: 0.973, Validation Accuracy: 0.957, Loss: 0.014 Epoch 45 Batch 36/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.015 Epoch 45 Batch 37/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.013 Epoch 45 Batch 38/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.014 Epoch 45 Batch 39/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.009 Epoch 45 Batch 40/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.014 Epoch 45 Batch 41/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.011 Epoch 45 Batch 42/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.015 Epoch 45 Batch 43/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.012 Epoch 45 Batch 44/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.015 Epoch 45 Batch 45/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.015 Epoch 45 Batch 46/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 45 Batch 47/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 45 Batch 48/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.016 Epoch 45 Batch 49/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.011 Epoch 45 Batch 50/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.014 Epoch 45 Batch 51/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 45 Batch 52/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 45 Batch 53/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.012 Epoch 45 Batch 54/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.014 Epoch 45 Batch 55/269 - Train Accuracy: 0.961, Validation Accuracy: 0.965, Loss: 0.013 Epoch 45 Batch 56/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.014 Epoch 45 Batch 57/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.013 Epoch 45 Batch 58/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.013 Epoch 45 Batch 59/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.011 Epoch 45 Batch 60/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.012 Epoch 45 Batch 61/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.014 Epoch 45 Batch 62/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.013 Epoch 45 Batch 63/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.014 Epoch 45 Batch 64/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 45 Batch 65/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.013 Epoch 45 Batch 66/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.014 Epoch 45 Batch 67/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.013 Epoch 45 Batch 68/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.015 Epoch 45 Batch 69/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.012 Epoch 45 Batch 70/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.010 Epoch 45 Batch 71/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 45 Batch 72/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.012 Epoch 45 Batch 73/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.015 Epoch 45 Batch 74/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 45 Batch 75/269 - Train Accuracy: 0.962, Validation Accuracy: 0.964, Loss: 0.014 Epoch 45 Batch 76/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.009 Epoch 45 Batch 77/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.012 Epoch 45 Batch 78/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.015 Epoch 45 Batch 79/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.013 Epoch 45 Batch 80/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.011 Epoch 45 Batch 81/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.014 Epoch 45 Batch 82/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.008 Epoch 45 Batch 83/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.012 Epoch 45 Batch 84/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.014 Epoch 45 Batch 85/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.012 Epoch 45 Batch 86/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.011 Epoch 45 Batch 87/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.011 Epoch 45 Batch 88/269 - Train Accuracy: 0.972, Validation Accuracy: 0.952, Loss: 0.012 Epoch 45 Batch 89/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.012 Epoch 45 Batch 90/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.010 Epoch 45 Batch 91/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.011 Epoch 45 Batch 92/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.010 Epoch 45 Batch 93/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.011 Epoch 45 Batch 94/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.015 Epoch 45 Batch 95/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.011 Epoch 45 Batch 96/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 45 Batch 97/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 45 Batch 98/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.015 Epoch 45 Batch 99/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.009 Epoch 45 Batch 100/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.013 Epoch 45 Batch 101/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.014 Epoch 45 Batch 102/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.009 Epoch 45 Batch 103/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.014 Epoch 45 Batch 104/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.011 Epoch 45 Batch 105/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.012 Epoch 45 Batch 106/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.012 Epoch 45 Batch 107/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.012 Epoch 45 Batch 108/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.012 Epoch 45 Batch 109/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.015 Epoch 45 Batch 110/269 - Train Accuracy: 0.972, Validation Accuracy: 0.953, Loss: 0.010 Epoch 45 Batch 111/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.012 Epoch 45 Batch 112/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.011 Epoch 45 Batch 113/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.014 Epoch 45 Batch 114/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.012 Epoch 45 Batch 115/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.015 Epoch 45 Batch 116/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.009 Epoch 45 Batch 117/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.010 Epoch 45 Batch 118/269 - Train Accuracy: 0.972, Validation Accuracy: 0.955, Loss: 0.011 Epoch 45 Batch 119/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.011 Epoch 45 Batch 120/269 - Train Accuracy: 0.969, Validation Accuracy: 0.952, Loss: 0.014 Epoch 45 Batch 121/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.009 Epoch 45 Batch 122/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.013 Epoch 45 Batch 123/269 - Train Accuracy: 0.958, Validation Accuracy: 0.961, Loss: 0.015 Epoch 45 Batch 124/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 45 Batch 125/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 45 Batch 126/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.009 Epoch 45 Batch 127/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 45 Batch 128/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.012 Epoch 45 Batch 129/269 - Train Accuracy: 0.964, Validation Accuracy: 0.968, Loss: 0.013 Epoch 45 Batch 130/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.012 Epoch 45 Batch 131/269 - Train Accuracy: 0.961, Validation Accuracy: 0.967, Loss: 0.014 Epoch 45 Batch 132/269 - Train Accuracy: 0.959, Validation Accuracy: 0.966, Loss: 0.013 Epoch 45 Batch 133/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.013 Epoch 45 Batch 134/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.011 Epoch 45 Batch 135/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 45 Batch 136/269 - Train Accuracy: 0.958, Validation Accuracy: 0.967, Loss: 0.013 Epoch 45 Batch 137/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 45 Batch 138/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 45 Batch 139/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 45 Batch 140/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.012 Epoch 45 Batch 141/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 45 Batch 142/269 - Train Accuracy: 0.960, Validation Accuracy: 0.964, Loss: 0.013 Epoch 45 Batch 143/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.010 Epoch 45 Batch 144/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 45 Batch 145/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 45 Batch 146/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.009 Epoch 45 Batch 147/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.011 Epoch 45 Batch 148/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.012 Epoch 45 Batch 149/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.012 Epoch 45 Batch 150/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 45 Batch 151/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 45 Batch 152/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 45 Batch 153/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.012 Epoch 45 Batch 154/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.010 Epoch 45 Batch 155/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.011 Epoch 45 Batch 156/269 - Train Accuracy: 0.966, Validation Accuracy: 0.970, Loss: 0.013 Epoch 45 Batch 157/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.013 Epoch 45 Batch 158/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 45 Batch 159/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 45 Batch 160/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 45 Batch 161/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 45 Batch 162/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 45 Batch 163/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.009 Epoch 45 Batch 164/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 45 Batch 165/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 45 Batch 166/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.013 Epoch 45 Batch 167/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.014 Epoch 45 Batch 168/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 45 Batch 169/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.012 Epoch 45 Batch 170/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.015 Epoch 45 Batch 171/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.017 Epoch 45 Batch 172/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.015 Epoch 45 Batch 173/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 45 Batch 174/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.014 Epoch 45 Batch 175/269 - Train Accuracy: 0.961, Validation Accuracy: 0.964, Loss: 0.020 Epoch 45 Batch 176/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.013 Epoch 45 Batch 177/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.015 Epoch 45 Batch 178/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.012 Epoch 45 Batch 179/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.012 Epoch 45 Batch 180/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.014 Epoch 45 Batch 181/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.016 Epoch 45 Batch 182/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.012 Epoch 45 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.012 Epoch 45 Batch 184/269 - Train Accuracy: 0.961, Validation Accuracy: 0.964, Loss: 0.016 Epoch 45 Batch 185/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.015 Epoch 45 Batch 186/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.012 Epoch 45 Batch 187/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.012 Epoch 45 Batch 188/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.014 Epoch 45 Batch 189/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 45 Batch 190/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.012 Epoch 45 Batch 191/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.016 Epoch 45 Batch 192/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 45 Batch 193/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.011 Epoch 45 Batch 194/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.013 Epoch 45 Batch 195/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.015 Epoch 45 Batch 196/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.016 Epoch 45 Batch 197/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 45 Batch 198/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.018 Epoch 45 Batch 199/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.017 Epoch 45 Batch 200/269 - Train Accuracy: 0.980, Validation Accuracy: 0.958, Loss: 0.011 Epoch 45 Batch 201/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.017 Epoch 45 Batch 202/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.015 Epoch 45 Batch 203/269 - Train Accuracy: 0.962, Validation Accuracy: 0.948, Loss: 0.022 Epoch 45 Batch 204/269 - Train Accuracy: 0.967, Validation Accuracy: 0.947, Loss: 0.015 Epoch 45 Batch 205/269 - Train Accuracy: 0.972, Validation Accuracy: 0.950, Loss: 0.012 Epoch 45 Batch 206/269 - Train Accuracy: 0.957, Validation Accuracy: 0.951, Loss: 0.018 Epoch 45 Batch 207/269 - Train Accuracy: 0.969, Validation Accuracy: 0.950, Loss: 0.015 Epoch 45 Batch 208/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.016 Epoch 45 Batch 209/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.019 Epoch 45 Batch 210/269 - Train Accuracy: 0.973, Validation Accuracy: 0.950, Loss: 0.018 Epoch 45 Batch 211/269 - Train Accuracy: 0.972, Validation Accuracy: 0.954, Loss: 0.018 Epoch 45 Batch 212/269 - Train Accuracy: 0.957, Validation Accuracy: 0.957, Loss: 0.017 Epoch 45 Batch 213/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.016 Epoch 45 Batch 214/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.015 Epoch 45 Batch 215/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.015 Epoch 45 Batch 216/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.019 Epoch 45 Batch 217/269 - Train Accuracy: 0.955, Validation Accuracy: 0.954, Loss: 0.020 Epoch 45 Batch 218/269 - Train Accuracy: 0.976, Validation Accuracy: 0.956, Loss: 0.013 Epoch 45 Batch 219/269 - Train Accuracy: 0.977, Validation Accuracy: 0.957, Loss: 0.013 Epoch 45 Batch 220/269 - Train Accuracy: 0.967, Validation Accuracy: 0.952, Loss: 0.013 Epoch 45 Batch 221/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.014 Epoch 45 Batch 222/269 - Train Accuracy: 0.971, Validation Accuracy: 0.953, Loss: 0.015 Epoch 45 Batch 223/269 - Train Accuracy: 0.973, Validation Accuracy: 0.954, Loss: 0.014 Epoch 45 Batch 224/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.021 Epoch 45 Batch 225/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.013 Epoch 45 Batch 226/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.017 Epoch 45 Batch 227/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.015 Epoch 45 Batch 228/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 45 Batch 229/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.015 Epoch 45 Batch 230/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 45 Batch 231/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.013 Epoch 45 Batch 232/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.015 Epoch 45 Batch 233/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.014 Epoch 45 Batch 234/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 45 Batch 235/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 45 Batch 236/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 45 Batch 237/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.012 Epoch 45 Batch 238/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.015 Epoch 45 Batch 239/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.013 Epoch 45 Batch 240/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.013 Epoch 45 Batch 241/269 - Train Accuracy: 0.960, Validation Accuracy: 0.962, Loss: 0.016 Epoch 45 Batch 242/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.013 Epoch 45 Batch 243/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.011 Epoch 45 Batch 244/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.009 Epoch 45 Batch 245/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.011 Epoch 45 Batch 246/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.016 Epoch 45 Batch 247/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.015 Epoch 45 Batch 248/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.012 Epoch 45 Batch 249/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.011 Epoch 45 Batch 250/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.016 Epoch 45 Batch 251/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.012 Epoch 45 Batch 252/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.011 Epoch 45 Batch 253/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.012 Epoch 45 Batch 254/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.015 Epoch 45 Batch 255/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.012 Epoch 45 Batch 256/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.014 Epoch 45 Batch 257/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.015 Epoch 45 Batch 258/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.011 Epoch 45 Batch 259/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.011 Epoch 45 Batch 260/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 45 Batch 261/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 45 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.013 Epoch 45 Batch 263/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.010 Epoch 45 Batch 264/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.014 Epoch 45 Batch 265/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 45 Batch 266/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 45 Batch 267/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.012 Epoch 46 Batch 0/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.009 Epoch 46 Batch 1/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 46 Batch 2/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.012 Epoch 46 Batch 3/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 46 Batch 4/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.012 Epoch 46 Batch 5/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 46 Batch 6/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 46 Batch 7/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.013 Epoch 46 Batch 8/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.014 Epoch 46 Batch 9/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.014 Epoch 46 Batch 10/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.015 Epoch 46 Batch 11/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.014 Epoch 46 Batch 12/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.014 Epoch 46 Batch 13/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 46 Batch 14/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 46 Batch 15/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 46 Batch 16/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.016 Epoch 46 Batch 17/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.012 Epoch 46 Batch 18/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.012 Epoch 46 Batch 19/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.011 Epoch 46 Batch 20/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.011 Epoch 46 Batch 21/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.012 Epoch 46 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.009 Epoch 46 Batch 23/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.014 Epoch 46 Batch 24/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 46 Batch 25/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.012 Epoch 46 Batch 26/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.009 Epoch 46 Batch 27/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.013 Epoch 46 Batch 28/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.011 Epoch 46 Batch 29/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.012 Epoch 46 Batch 30/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.012 Epoch 46 Batch 31/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 46 Batch 32/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 46 Batch 33/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.010 Epoch 46 Batch 34/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.010 Epoch 46 Batch 35/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.015 Epoch 46 Batch 36/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.011 Epoch 46 Batch 37/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.012 Epoch 46 Batch 38/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.012 Epoch 46 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 46 Batch 40/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.011 Epoch 46 Batch 41/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 46 Batch 42/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 46 Batch 43/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.010 Epoch 46 Batch 44/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.015 Epoch 46 Batch 45/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.015 Epoch 46 Batch 46/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 46 Batch 47/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 46 Batch 48/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 46 Batch 49/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 46 Batch 50/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.013 Epoch 46 Batch 51/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 46 Batch 52/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.011 Epoch 46 Batch 53/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.012 Epoch 46 Batch 54/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.010 Epoch 46 Batch 55/269 - Train Accuracy: 0.961, Validation Accuracy: 0.967, Loss: 0.014 Epoch 46 Batch 56/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.012 Epoch 46 Batch 57/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.014 Epoch 46 Batch 58/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.013 Epoch 46 Batch 59/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 46 Batch 60/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.013 Epoch 46 Batch 61/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.011 Epoch 46 Batch 62/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.011 Epoch 46 Batch 63/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 46 Batch 64/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 46 Batch 65/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 46 Batch 66/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.012 Epoch 46 Batch 67/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.014 Epoch 46 Batch 68/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.013 Epoch 46 Batch 69/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.012 Epoch 46 Batch 70/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.010 Epoch 46 Batch 71/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.017 Epoch 46 Batch 72/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.014 Epoch 46 Batch 73/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.013 Epoch 46 Batch 74/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.011 Epoch 46 Batch 75/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.011 Epoch 46 Batch 76/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.012 Epoch 46 Batch 77/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.012 Epoch 46 Batch 78/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.012 Epoch 46 Batch 79/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.012 Epoch 46 Batch 80/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.009 Epoch 46 Batch 81/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.014 Epoch 46 Batch 82/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 46 Batch 83/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.013 Epoch 46 Batch 84/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.013 Epoch 46 Batch 85/269 - Train Accuracy: 0.966, Validation Accuracy: 0.952, Loss: 0.011 Epoch 46 Batch 86/269 - Train Accuracy: 0.975, Validation Accuracy: 0.954, Loss: 0.009 Epoch 46 Batch 87/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.012 Epoch 46 Batch 88/269 - Train Accuracy: 0.973, Validation Accuracy: 0.955, Loss: 0.011 Epoch 46 Batch 89/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.010 Epoch 46 Batch 90/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.011 Epoch 46 Batch 91/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.009 Epoch 46 Batch 92/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.010 Epoch 46 Batch 93/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.009 Epoch 46 Batch 94/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.014 Epoch 46 Batch 95/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.011 Epoch 46 Batch 96/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.014 Epoch 46 Batch 97/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 46 Batch 98/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.014 Epoch 46 Batch 99/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.010 Epoch 46 Batch 100/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 46 Batch 101/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.015 Epoch 46 Batch 102/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.008 Epoch 46 Batch 103/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.011 Epoch 46 Batch 104/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.011 Epoch 46 Batch 105/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.010 Epoch 46 Batch 106/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.010 Epoch 46 Batch 107/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.009 Epoch 46 Batch 108/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.010 Epoch 46 Batch 109/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.012 Epoch 46 Batch 110/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 46 Batch 111/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.012 Epoch 46 Batch 112/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 46 Batch 113/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.013 Epoch 46 Batch 114/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 46 Batch 115/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.011 Epoch 46 Batch 116/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 46 Batch 117/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 46 Batch 118/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 46 Batch 119/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.010 Epoch 46 Batch 120/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.009 Epoch 46 Batch 121/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.010 Epoch 46 Batch 122/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.011 Epoch 46 Batch 123/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.011 Epoch 46 Batch 124/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 46 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 46 Batch 126/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.012 Epoch 46 Batch 127/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 46 Batch 128/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 46 Batch 129/269 - Train Accuracy: 0.962, Validation Accuracy: 0.971, Loss: 0.011 Epoch 46 Batch 130/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 46 Batch 131/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.011 Epoch 46 Batch 132/269 - Train Accuracy: 0.953, Validation Accuracy: 0.966, Loss: 0.013 Epoch 46 Batch 133/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 46 Batch 134/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 46 Batch 135/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 46 Batch 136/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.011 Epoch 46 Batch 137/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 46 Batch 138/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 46 Batch 139/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.009 Epoch 46 Batch 140/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 46 Batch 141/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 46 Batch 142/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.011 Epoch 46 Batch 143/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.009 Epoch 46 Batch 144/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 46 Batch 145/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 46 Batch 146/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 46 Batch 147/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 46 Batch 148/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.011 Epoch 46 Batch 149/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 46 Batch 150/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 46 Batch 151/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.011 Epoch 46 Batch 152/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.010 Epoch 46 Batch 153/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.008 Epoch 46 Batch 154/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.014 Epoch 46 Batch 155/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.012 Epoch 46 Batch 156/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 46 Batch 157/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.013 Epoch 46 Batch 158/269 - Train Accuracy: 0.962, Validation Accuracy: 0.968, Loss: 0.010 Epoch 46 Batch 159/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 46 Batch 160/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 46 Batch 161/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.009 Epoch 46 Batch 162/269 - Train Accuracy: 0.978, Validation Accuracy: 0.959, Loss: 0.009 Epoch 46 Batch 163/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.011 Epoch 46 Batch 164/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.012 Epoch 46 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 46 Batch 166/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.012 Epoch 46 Batch 167/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.012 Epoch 46 Batch 168/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.012 Epoch 46 Batch 169/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 46 Batch 170/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.012 Epoch 46 Batch 171/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.013 Epoch 46 Batch 172/269 - Train Accuracy: 0.976, Validation Accuracy: 0.957, Loss: 0.012 Epoch 46 Batch 173/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.008 Epoch 46 Batch 174/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 46 Batch 175/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.015 Epoch 46 Batch 176/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 46 Batch 177/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 46 Batch 178/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.012 Epoch 46 Batch 179/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 46 Batch 180/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 46 Batch 181/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.013 Epoch 46 Batch 182/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 46 Batch 183/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.008 Epoch 46 Batch 184/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.013 Epoch 46 Batch 185/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 46 Batch 186/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.008 Epoch 46 Batch 187/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.009 Epoch 46 Batch 188/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 46 Batch 189/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 46 Batch 190/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 46 Batch 191/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.009 Epoch 46 Batch 192/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.008 Epoch 46 Batch 193/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 46 Batch 194/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.009 Epoch 46 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.011 Epoch 46 Batch 196/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.014 Epoch 46 Batch 197/269 - Train Accuracy: 0.971, Validation Accuracy: 0.953, Loss: 0.009 Epoch 46 Batch 198/269 - Train Accuracy: 0.973, Validation Accuracy: 0.952, Loss: 0.011 Epoch 46 Batch 199/269 - Train Accuracy: 0.973, Validation Accuracy: 0.952, Loss: 0.010 Epoch 46 Batch 200/269 - Train Accuracy: 0.977, Validation Accuracy: 0.952, Loss: 0.008 Epoch 46 Batch 201/269 - Train Accuracy: 0.977, Validation Accuracy: 0.953, Loss: 0.011 Epoch 46 Batch 202/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.011 Epoch 46 Batch 203/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.013 Epoch 46 Batch 204/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.011 Epoch 46 Batch 205/269 - Train Accuracy: 0.976, Validation Accuracy: 0.957, Loss: 0.007 Epoch 46 Batch 206/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.011 Epoch 46 Batch 207/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.009 Epoch 46 Batch 208/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.013 Epoch 46 Batch 209/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 46 Batch 210/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 46 Batch 211/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 46 Batch 212/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.014 Epoch 46 Batch 213/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.011 Epoch 46 Batch 214/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 46 Batch 215/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.013 Epoch 46 Batch 216/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.013 Epoch 46 Batch 217/269 - Train Accuracy: 0.958, Validation Accuracy: 0.959, Loss: 0.018 Epoch 46 Batch 218/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.007 Epoch 46 Batch 219/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.010 Epoch 46 Batch 220/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.011 Epoch 46 Batch 221/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.012 Epoch 46 Batch 222/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.011 Epoch 46 Batch 223/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.009 Epoch 46 Batch 224/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.012 Epoch 46 Batch 225/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.009 Epoch 46 Batch 226/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.013 Epoch 46 Batch 227/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.012 Epoch 46 Batch 228/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.009 Epoch 46 Batch 229/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.012 Epoch 46 Batch 230/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.013 Epoch 46 Batch 231/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.010 Epoch 46 Batch 232/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 46 Batch 233/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 46 Batch 234/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 46 Batch 235/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 46 Batch 236/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 46 Batch 237/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 46 Batch 238/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 46 Batch 239/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.014 Epoch 46 Batch 240/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 46 Batch 241/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.013 Epoch 46 Batch 242/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.010 Epoch 46 Batch 243/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.009 Epoch 46 Batch 244/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.012 Epoch 46 Batch 245/269 - Train Accuracy: 0.956, Validation Accuracy: 0.964, Loss: 0.011 Epoch 46 Batch 246/269 - Train Accuracy: 0.959, Validation Accuracy: 0.964, Loss: 0.013 Epoch 46 Batch 247/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.012 Epoch 46 Batch 248/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 46 Batch 249/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.011 Epoch 46 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.011 Epoch 46 Batch 251/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 46 Batch 252/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 46 Batch 253/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.010 Epoch 46 Batch 254/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.011 Epoch 46 Batch 255/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.012 Epoch 46 Batch 256/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.012 Epoch 46 Batch 257/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.015 Epoch 46 Batch 258/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.011 Epoch 46 Batch 259/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.009 Epoch 46 Batch 260/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.010 Epoch 46 Batch 261/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 46 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 46 Batch 263/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.011 Epoch 46 Batch 264/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.015 Epoch 46 Batch 265/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.011 Epoch 46 Batch 266/269 - Train Accuracy: 0.970, Validation Accuracy: 0.955, Loss: 0.011 Epoch 46 Batch 267/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.011 Epoch 47 Batch 0/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.010 Epoch 47 Batch 1/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 47 Batch 2/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 47 Batch 3/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.013 Epoch 47 Batch 4/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.013 Epoch 47 Batch 5/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.009 Epoch 47 Batch 6/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.011 Epoch 47 Batch 7/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 47 Batch 8/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.013 Epoch 47 Batch 9/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.012 Epoch 47 Batch 10/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.011 Epoch 47 Batch 11/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 47 Batch 12/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.013 Epoch 47 Batch 13/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.009 Epoch 47 Batch 14/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 47 Batch 15/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.007 Epoch 47 Batch 16/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.013 Epoch 47 Batch 17/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.009 Epoch 47 Batch 18/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.010 Epoch 47 Batch 19/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.011 Epoch 47 Batch 20/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.011 Epoch 47 Batch 21/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.010 Epoch 47 Batch 22/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.009 Epoch 47 Batch 23/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.015 Epoch 47 Batch 24/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.011 Epoch 47 Batch 25/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.010 Epoch 47 Batch 26/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.008 Epoch 47 Batch 27/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.009 Epoch 47 Batch 28/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.012 Epoch 47 Batch 29/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.009 Epoch 47 Batch 30/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.014 Epoch 47 Batch 31/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 47 Batch 32/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.005 Epoch 47 Batch 33/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.010 Epoch 47 Batch 34/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 47 Batch 35/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.014 Epoch 47 Batch 36/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 47 Batch 37/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.009 Epoch 47 Batch 38/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.012 Epoch 47 Batch 39/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.008 Epoch 47 Batch 40/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.010 Epoch 47 Batch 41/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.010 Epoch 47 Batch 42/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 47 Batch 43/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 47 Batch 44/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 47 Batch 45/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.012 Epoch 47 Batch 46/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 47 Batch 47/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.009 Epoch 47 Batch 48/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.010 Epoch 47 Batch 49/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 47 Batch 50/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.012 Epoch 47 Batch 51/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.012 Epoch 47 Batch 52/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 47 Batch 53/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 47 Batch 54/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.013 Epoch 47 Batch 55/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 47 Batch 56/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.012 Epoch 47 Batch 57/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 47 Batch 58/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.012 Epoch 47 Batch 59/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 47 Batch 60/269 - Train Accuracy: 0.962, Validation Accuracy: 0.968, Loss: 0.013 Epoch 47 Batch 61/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.011 Epoch 47 Batch 62/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 47 Batch 63/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 47 Batch 64/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 47 Batch 65/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 47 Batch 66/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.012 Epoch 47 Batch 67/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.012 Epoch 47 Batch 68/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.011 Epoch 47 Batch 69/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.012 Epoch 47 Batch 70/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.012 Epoch 47 Batch 71/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.012 Epoch 47 Batch 72/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 47 Batch 73/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 47 Batch 74/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 47 Batch 75/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.010 Epoch 47 Batch 76/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 47 Batch 77/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 47 Batch 78/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 47 Batch 79/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.013 Epoch 47 Batch 80/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.010 Epoch 47 Batch 81/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 47 Batch 82/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.008 Epoch 47 Batch 83/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.014 Epoch 47 Batch 84/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.010 Epoch 47 Batch 85/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.009 Epoch 47 Batch 86/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.007 Epoch 47 Batch 87/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.012 Epoch 47 Batch 88/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.008 Epoch 47 Batch 89/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.009 Epoch 47 Batch 90/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 47 Batch 91/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 47 Batch 92/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.013 Epoch 47 Batch 93/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 47 Batch 94/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.012 Epoch 47 Batch 95/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 47 Batch 96/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 47 Batch 97/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 47 Batch 98/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 47 Batch 99/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 47 Batch 100/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 47 Batch 101/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.013 Epoch 47 Batch 102/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 47 Batch 103/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 47 Batch 104/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.013 Epoch 47 Batch 105/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.009 Epoch 47 Batch 106/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 47 Batch 107/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 47 Batch 108/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 47 Batch 109/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.012 Epoch 47 Batch 110/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.010 Epoch 47 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.010 Epoch 47 Batch 112/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.010 Epoch 47 Batch 113/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.012 Epoch 47 Batch 114/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 47 Batch 115/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.009 Epoch 47 Batch 116/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.010 Epoch 47 Batch 117/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 47 Batch 118/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 47 Batch 119/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 47 Batch 120/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.009 Epoch 47 Batch 121/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.007 Epoch 47 Batch 122/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.012 Epoch 47 Batch 123/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.010 Epoch 47 Batch 124/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 47 Batch 125/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 47 Batch 126/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.012 Epoch 47 Batch 127/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 47 Batch 128/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.011 Epoch 47 Batch 129/269 - Train Accuracy: 0.964, Validation Accuracy: 0.968, Loss: 0.014 Epoch 47 Batch 130/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.013 Epoch 47 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.013 Epoch 47 Batch 132/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.011 Epoch 47 Batch 133/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 47 Batch 134/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.015 Epoch 47 Batch 135/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.008 Epoch 47 Batch 136/269 - Train Accuracy: 0.965, Validation Accuracy: 0.971, Loss: 0.011 Epoch 47 Batch 137/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.011 Epoch 47 Batch 138/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 47 Batch 139/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 47 Batch 140/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.012 Epoch 47 Batch 141/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.013 Epoch 47 Batch 142/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.014 Epoch 47 Batch 143/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.012 Epoch 47 Batch 144/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.009 Epoch 47 Batch 145/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.007 Epoch 47 Batch 146/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.009 Epoch 47 Batch 147/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 47 Batch 148/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 47 Batch 149/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.015 Epoch 47 Batch 150/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.012 Epoch 47 Batch 151/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 47 Batch 152/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 47 Batch 153/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.010 Epoch 47 Batch 154/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 47 Batch 155/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 47 Batch 156/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 47 Batch 157/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 47 Batch 158/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 47 Batch 159/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 47 Batch 160/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.008 Epoch 47 Batch 161/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 47 Batch 162/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 47 Batch 163/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 47 Batch 164/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 47 Batch 165/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 47 Batch 166/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 47 Batch 167/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 47 Batch 168/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 47 Batch 169/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 47 Batch 170/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 47 Batch 171/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.010 Epoch 47 Batch 172/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.010 Epoch 47 Batch 173/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 47 Batch 174/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.008 Epoch 47 Batch 175/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.013 Epoch 47 Batch 176/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 47 Batch 177/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 47 Batch 178/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 47 Batch 179/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 47 Batch 180/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 47 Batch 181/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.013 Epoch 47 Batch 182/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 47 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.007 Epoch 47 Batch 184/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 47 Batch 185/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 47 Batch 186/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 47 Batch 187/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 47 Batch 188/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 47 Batch 189/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 47 Batch 190/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.012 Epoch 47 Batch 191/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 47 Batch 192/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 47 Batch 193/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 47 Batch 194/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 47 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 47 Batch 196/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.013 Epoch 47 Batch 197/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 47 Batch 198/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 47 Batch 199/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 47 Batch 200/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.009 Epoch 47 Batch 201/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 47 Batch 202/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.011 Epoch 47 Batch 203/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.011 Epoch 47 Batch 204/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 47 Batch 205/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 47 Batch 206/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.011 Epoch 47 Batch 207/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 47 Batch 208/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.013 Epoch 47 Batch 209/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 47 Batch 210/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 47 Batch 211/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 47 Batch 212/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.011 Epoch 47 Batch 213/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.011 Epoch 47 Batch 214/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 47 Batch 215/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.012 Epoch 47 Batch 216/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.013 Epoch 47 Batch 217/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.011 Epoch 47 Batch 218/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 47 Batch 219/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.009 Epoch 47 Batch 220/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.011 Epoch 47 Batch 221/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.011 Epoch 47 Batch 222/269 - Train Accuracy: 0.973, Validation Accuracy: 0.953, Loss: 0.010 Epoch 47 Batch 223/269 - Train Accuracy: 0.972, Validation Accuracy: 0.953, Loss: 0.007 Epoch 47 Batch 224/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.012 Epoch 47 Batch 225/269 - Train Accuracy: 0.970, Validation Accuracy: 0.955, Loss: 0.012 Epoch 47 Batch 226/269 - Train Accuracy: 0.978, Validation Accuracy: 0.956, Loss: 0.010 Epoch 47 Batch 227/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.012 Epoch 47 Batch 228/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 47 Batch 229/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 47 Batch 230/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 47 Batch 231/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 47 Batch 232/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.012 Epoch 47 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.010 Epoch 47 Batch 234/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 47 Batch 235/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 47 Batch 236/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.013 Epoch 47 Batch 237/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 47 Batch 238/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.009 Epoch 47 Batch 239/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 47 Batch 240/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 47 Batch 241/269 - Train Accuracy: 0.958, Validation Accuracy: 0.963, Loss: 0.013 Epoch 47 Batch 242/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 47 Batch 243/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 47 Batch 244/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.010 Epoch 47 Batch 245/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.010 Epoch 47 Batch 246/269 - Train Accuracy: 0.964, Validation Accuracy: 0.968, Loss: 0.012 Epoch 47 Batch 247/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.011 Epoch 47 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.008 Epoch 47 Batch 249/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.008 Epoch 47 Batch 250/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.013 Epoch 47 Batch 251/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 47 Batch 252/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.007 Epoch 47 Batch 253/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 47 Batch 254/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.011 Epoch 47 Batch 255/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.012 Epoch 47 Batch 256/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 47 Batch 257/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.014 Epoch 47 Batch 258/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 47 Batch 259/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 47 Batch 260/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 47 Batch 261/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 47 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 47 Batch 263/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 47 Batch 264/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.012 Epoch 47 Batch 265/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 47 Batch 266/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.009 Epoch 47 Batch 267/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.009 Epoch 48 Batch 0/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.008 Epoch 48 Batch 1/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.009 Epoch 48 Batch 2/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 48 Batch 3/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 48 Batch 4/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.010 Epoch 48 Batch 5/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.009 Epoch 48 Batch 6/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 48 Batch 7/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.011 Epoch 48 Batch 8/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.013 Epoch 48 Batch 9/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.013 Epoch 48 Batch 10/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 48 Batch 11/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 48 Batch 12/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.015 Epoch 48 Batch 13/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 48 Batch 14/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 48 Batch 15/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 48 Batch 16/269 - Train Accuracy: 0.957, Validation Accuracy: 0.963, Loss: 0.015 Epoch 48 Batch 17/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 48 Batch 18/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 48 Batch 19/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.007 Epoch 48 Batch 20/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.009 Epoch 48 Batch 21/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.012 Epoch 48 Batch 22/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.010 Epoch 48 Batch 23/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.012 Epoch 48 Batch 24/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.011 Epoch 48 Batch 25/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 48 Batch 26/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 48 Batch 27/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.009 Epoch 48 Batch 28/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.009 Epoch 48 Batch 29/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 48 Batch 30/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.012 Epoch 48 Batch 31/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 48 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.006 Epoch 48 Batch 33/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.008 Epoch 48 Batch 34/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.012 Epoch 48 Batch 35/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 48 Batch 36/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 48 Batch 37/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.009 Epoch 48 Batch 38/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.009 Epoch 48 Batch 39/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.007 Epoch 48 Batch 40/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.013 Epoch 48 Batch 41/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.008 Epoch 48 Batch 42/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.008 Epoch 48 Batch 43/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.010 Epoch 48 Batch 44/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.012 Epoch 48 Batch 45/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.012 Epoch 48 Batch 46/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 48 Batch 47/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 48 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 48 Batch 49/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.007 Epoch 48 Batch 50/269 - Train Accuracy: 0.958, Validation Accuracy: 0.961, Loss: 0.013 Epoch 48 Batch 51/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 48 Batch 52/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 48 Batch 53/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 48 Batch 54/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.013 Epoch 48 Batch 55/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.012 Epoch 48 Batch 56/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.012 Epoch 48 Batch 57/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.012 Epoch 48 Batch 58/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.012 Epoch 48 Batch 59/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.008 Epoch 48 Batch 60/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.010 Epoch 48 Batch 61/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.011 Epoch 48 Batch 62/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 48 Batch 63/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 48 Batch 64/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.007 Epoch 48 Batch 65/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 48 Batch 66/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 48 Batch 67/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 48 Batch 68/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 48 Batch 69/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 48 Batch 70/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 48 Batch 71/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 48 Batch 72/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.012 Epoch 48 Batch 73/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 48 Batch 74/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 48 Batch 75/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.012 Epoch 48 Batch 76/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.010 Epoch 48 Batch 77/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.010 Epoch 48 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 48 Batch 79/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.008 Epoch 48 Batch 80/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.008 Epoch 48 Batch 81/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 48 Batch 82/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.007 Epoch 48 Batch 83/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.013 Epoch 48 Batch 84/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.009 Epoch 48 Batch 85/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.009 Epoch 48 Batch 86/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 48 Batch 87/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.011 Epoch 48 Batch 88/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.009 Epoch 48 Batch 89/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 48 Batch 90/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.011 Epoch 48 Batch 91/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 48 Batch 92/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.009 Epoch 48 Batch 93/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.009 Epoch 48 Batch 94/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 48 Batch 95/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 48 Batch 96/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 48 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 48 Batch 98/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 48 Batch 99/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 48 Batch 100/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 48 Batch 101/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 48 Batch 102/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 48 Batch 103/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.013 Epoch 48 Batch 104/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 48 Batch 105/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 48 Batch 106/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 48 Batch 107/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.008 Epoch 48 Batch 108/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.011 Epoch 48 Batch 109/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.013 Epoch 48 Batch 110/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.008 Epoch 48 Batch 111/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.009 Epoch 48 Batch 112/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.012 Epoch 48 Batch 113/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.011 Epoch 48 Batch 114/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.010 Epoch 48 Batch 115/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 48 Batch 116/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 48 Batch 117/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.010 Epoch 48 Batch 118/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 48 Batch 119/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.011 Epoch 48 Batch 120/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 48 Batch 121/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 48 Batch 122/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.013 Epoch 48 Batch 123/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.010 Epoch 48 Batch 124/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 48 Batch 125/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 48 Batch 126/269 - Train Accuracy: 0.961, Validation Accuracy: 0.970, Loss: 0.011 Epoch 48 Batch 127/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.010 Epoch 48 Batch 128/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.011 Epoch 48 Batch 129/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.012 Epoch 48 Batch 130/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 48 Batch 131/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.012 Epoch 48 Batch 132/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.010 Epoch 48 Batch 133/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.009 Epoch 48 Batch 134/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.012 Epoch 48 Batch 135/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.012 Epoch 48 Batch 136/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.013 Epoch 48 Batch 137/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 48 Batch 138/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.008 Epoch 48 Batch 139/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 48 Batch 140/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.011 Epoch 48 Batch 141/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 48 Batch 142/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.013 Epoch 48 Batch 143/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.013 Epoch 48 Batch 144/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 48 Batch 145/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 48 Batch 146/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.009 Epoch 48 Batch 147/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.012 Epoch 48 Batch 148/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 48 Batch 149/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 48 Batch 150/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 48 Batch 151/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 48 Batch 152/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 48 Batch 153/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 48 Batch 154/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.012 Epoch 48 Batch 155/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.011 Epoch 48 Batch 156/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.009 Epoch 48 Batch 157/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 48 Batch 158/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.012 Epoch 48 Batch 159/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.013 Epoch 48 Batch 160/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 48 Batch 161/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 48 Batch 162/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.011 Epoch 48 Batch 163/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.009 Epoch 48 Batch 164/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 48 Batch 165/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 48 Batch 166/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.010 Epoch 48 Batch 167/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 48 Batch 168/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.011 Epoch 48 Batch 169/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.009 Epoch 48 Batch 170/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.014 Epoch 48 Batch 171/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.012 Epoch 48 Batch 172/269 - Train Accuracy: 0.978, Validation Accuracy: 0.957, Loss: 0.015 Epoch 48 Batch 173/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.011 Epoch 48 Batch 174/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.009 Epoch 48 Batch 175/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.015 Epoch 48 Batch 176/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.013 Epoch 48 Batch 177/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 48 Batch 178/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 48 Batch 179/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.010 Epoch 48 Batch 180/269 - Train Accuracy: 0.974, Validation Accuracy: 0.956, Loss: 0.010 Epoch 48 Batch 181/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.016 Epoch 48 Batch 182/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.011 Epoch 48 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.959, Loss: 0.007 Epoch 48 Batch 184/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 48 Batch 185/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.012 Epoch 48 Batch 186/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.007 Epoch 48 Batch 187/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 48 Batch 188/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 48 Batch 189/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.010 Epoch 48 Batch 190/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 48 Batch 191/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.012 Epoch 48 Batch 192/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.007 Epoch 48 Batch 193/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.008 Epoch 48 Batch 194/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.010 Epoch 48 Batch 195/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.011 Epoch 48 Batch 196/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.011 Epoch 48 Batch 197/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.010 Epoch 48 Batch 198/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.011 Epoch 48 Batch 199/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.013 Epoch 48 Batch 200/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.010 Epoch 48 Batch 201/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.010 Epoch 48 Batch 202/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.011 Epoch 48 Batch 203/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.011 Epoch 48 Batch 204/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.013 Epoch 48 Batch 205/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 48 Batch 206/269 - Train Accuracy: 0.958, Validation Accuracy: 0.962, Loss: 0.014 Epoch 48 Batch 207/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 48 Batch 208/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.016 Epoch 48 Batch 209/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 48 Batch 210/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 48 Batch 211/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.012 Epoch 48 Batch 212/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.010 Epoch 48 Batch 213/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.009 Epoch 48 Batch 214/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 48 Batch 215/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 48 Batch 216/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.013 Epoch 48 Batch 217/269 - Train Accuracy: 0.958, Validation Accuracy: 0.960, Loss: 0.015 Epoch 48 Batch 218/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.013 Epoch 48 Batch 219/269 - Train Accuracy: 0.979, Validation Accuracy: 0.958, Loss: 0.009 Epoch 48 Batch 220/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.010 Epoch 48 Batch 221/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.010 Epoch 48 Batch 222/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.008 Epoch 48 Batch 223/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 48 Batch 224/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.013 Epoch 48 Batch 225/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 48 Batch 226/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 48 Batch 227/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.012 Epoch 48 Batch 228/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 48 Batch 229/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 48 Batch 230/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 48 Batch 231/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 48 Batch 232/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 48 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.011 Epoch 48 Batch 234/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 48 Batch 235/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 48 Batch 236/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.011 Epoch 48 Batch 237/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 48 Batch 238/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.011 Epoch 48 Batch 239/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 48 Batch 240/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 48 Batch 241/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.012 Epoch 48 Batch 242/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 48 Batch 243/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.009 Epoch 48 Batch 244/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 48 Batch 245/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.010 Epoch 48 Batch 246/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.012 Epoch 48 Batch 247/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.014 Epoch 48 Batch 248/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 48 Batch 249/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.011 Epoch 48 Batch 250/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.012 Epoch 48 Batch 251/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 48 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.007 Epoch 48 Batch 253/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.010 Epoch 48 Batch 254/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 48 Batch 255/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.009 Epoch 48 Batch 256/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.010 Epoch 48 Batch 257/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.014 Epoch 48 Batch 258/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.010 Epoch 48 Batch 259/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 48 Batch 260/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 48 Batch 261/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 48 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 48 Batch 263/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.013 Epoch 48 Batch 264/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.012 Epoch 48 Batch 265/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 48 Batch 266/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 48 Batch 267/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 49 Batch 0/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.011 Epoch 49 Batch 1/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.010 Epoch 49 Batch 2/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 49 Batch 3/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 49 Batch 4/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.013 Epoch 49 Batch 5/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 49 Batch 6/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.011 Epoch 49 Batch 7/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.010 Epoch 49 Batch 8/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.012 Epoch 49 Batch 9/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 49 Batch 10/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 49 Batch 11/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 49 Batch 12/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.014 Epoch 49 Batch 13/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 49 Batch 14/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.013 Epoch 49 Batch 15/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 49 Batch 16/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.013 Epoch 49 Batch 17/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.008 Epoch 49 Batch 18/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 49 Batch 19/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 49 Batch 20/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.009 Epoch 49 Batch 21/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.015 Epoch 49 Batch 22/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 49 Batch 23/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.013 Epoch 49 Batch 24/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 49 Batch 25/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 49 Batch 26/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 49 Batch 27/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 49 Batch 28/269 - Train Accuracy: 0.960, Validation Accuracy: 0.967, Loss: 0.010 Epoch 49 Batch 29/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.012 Epoch 49 Batch 30/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 49 Batch 31/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.012 Epoch 49 Batch 32/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 49 Batch 33/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 49 Batch 34/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 49 Batch 35/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.014 Epoch 49 Batch 36/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 49 Batch 37/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 49 Batch 38/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.013 Epoch 49 Batch 39/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 49 Batch 40/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 49 Batch 41/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 49 Batch 42/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.013 Epoch 49 Batch 43/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 49 Batch 44/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.016 Epoch 49 Batch 45/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.017 Epoch 49 Batch 46/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 49 Batch 47/269 - Train Accuracy: 0.981, Validation Accuracy: 0.958, Loss: 0.009 Epoch 49 Batch 48/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.012 Epoch 49 Batch 49/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 49 Batch 50/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.017 Epoch 49 Batch 51/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 49 Batch 52/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 49 Batch 53/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.011 Epoch 49 Batch 54/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.013 Epoch 49 Batch 55/269 - Train Accuracy: 0.964, Validation Accuracy: 0.969, Loss: 0.013 Epoch 49 Batch 56/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.013 Epoch 49 Batch 57/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.012 Epoch 49 Batch 58/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.012 Epoch 49 Batch 59/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.013 Epoch 49 Batch 60/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.014 Epoch 49 Batch 61/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 49 Batch 62/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.014 Epoch 49 Batch 63/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.012 Epoch 49 Batch 64/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 49 Batch 65/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.016 Epoch 49 Batch 66/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.015 Epoch 49 Batch 67/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.013 Epoch 49 Batch 68/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 49 Batch 69/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.016 Epoch 49 Batch 70/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.012 Epoch 49 Batch 71/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.013 Epoch 49 Batch 72/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.013 Epoch 49 Batch 73/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 49 Batch 74/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 49 Batch 75/269 - Train Accuracy: 0.962, Validation Accuracy: 0.967, Loss: 0.015 Epoch 49 Batch 76/269 - Train Accuracy: 0.961, Validation Accuracy: 0.968, Loss: 0.010 Epoch 49 Batch 77/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.012 Epoch 49 Batch 78/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 49 Batch 79/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.014 Epoch 49 Batch 80/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.009 Epoch 49 Batch 81/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 49 Batch 82/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 49 Batch 83/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.012 Epoch 49 Batch 84/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 49 Batch 85/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.009 Epoch 49 Batch 86/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.013 Epoch 49 Batch 87/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 49 Batch 88/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 49 Batch 89/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.008 Epoch 49 Batch 90/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.010 Epoch 49 Batch 91/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 49 Batch 92/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 49 Batch 93/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 49 Batch 94/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.013 Epoch 49 Batch 95/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 49 Batch 96/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 49 Batch 97/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 49 Batch 98/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.013 Epoch 49 Batch 99/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 49 Batch 100/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.013 Epoch 49 Batch 101/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 49 Batch 102/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.008 Epoch 49 Batch 103/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 49 Batch 104/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.010 Epoch 49 Batch 105/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 49 Batch 106/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 49 Batch 107/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.009 Epoch 49 Batch 108/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 49 Batch 109/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.010 Epoch 49 Batch 110/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 49 Batch 111/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 49 Batch 112/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.010 Epoch 49 Batch 113/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.010 Epoch 49 Batch 114/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.011 Epoch 49 Batch 115/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.010 Epoch 49 Batch 116/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.011 Epoch 49 Batch 117/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 49 Batch 118/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 49 Batch 119/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.015 Epoch 49 Batch 120/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 49 Batch 121/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 49 Batch 122/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.012 Epoch 49 Batch 123/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.014 Epoch 49 Batch 124/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 49 Batch 125/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 49 Batch 126/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.010 Epoch 49 Batch 127/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 49 Batch 128/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 49 Batch 129/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.014 Epoch 49 Batch 130/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.013 Epoch 49 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 49 Batch 132/269 - Train Accuracy: 0.959, Validation Accuracy: 0.963, Loss: 0.011 Epoch 49 Batch 133/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 49 Batch 134/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.012 Epoch 49 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 49 Batch 136/269 - Train Accuracy: 0.962, Validation Accuracy: 0.966, Loss: 0.012 Epoch 49 Batch 137/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.013 Epoch 49 Batch 138/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 49 Batch 139/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 49 Batch 140/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 49 Batch 141/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 49 Batch 142/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.010 Epoch 49 Batch 143/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.012 Epoch 49 Batch 144/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.011 Epoch 49 Batch 145/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.007 Epoch 49 Batch 146/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 49 Batch 147/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 49 Batch 148/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 49 Batch 149/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 49 Batch 150/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.009 Epoch 49 Batch 151/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.010 Epoch 49 Batch 152/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 49 Batch 153/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.010 Epoch 49 Batch 154/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.010 Epoch 49 Batch 155/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.012 Epoch 49 Batch 156/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 49 Batch 157/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 49 Batch 158/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 49 Batch 159/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.011 Epoch 49 Batch 160/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 49 Batch 161/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 49 Batch 162/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 49 Batch 163/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.011 Epoch 49 Batch 164/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.015 Epoch 49 Batch 165/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 49 Batch 166/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 49 Batch 167/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.012 Epoch 49 Batch 168/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.016 Epoch 49 Batch 169/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 49 Batch 170/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.012 Epoch 49 Batch 171/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.011 Epoch 49 Batch 172/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 49 Batch 173/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.010 Epoch 49 Batch 174/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.008 Epoch 49 Batch 175/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.017 Epoch 49 Batch 176/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 49 Batch 177/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 49 Batch 178/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 49 Batch 179/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.010 Epoch 49 Batch 180/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 49 Batch 181/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.014 Epoch 49 Batch 182/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.011 Epoch 49 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.957, Loss: 0.007 Epoch 49 Batch 184/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.012 Epoch 49 Batch 185/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.012 Epoch 49 Batch 186/269 - Train Accuracy: 0.977, Validation Accuracy: 0.954, Loss: 0.009 Epoch 49 Batch 187/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.011 Epoch 49 Batch 188/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.010 Epoch 49 Batch 189/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.009 Epoch 49 Batch 190/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.011 Epoch 49 Batch 191/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.009 Epoch 49 Batch 192/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.008 Epoch 49 Batch 193/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.010 Epoch 49 Batch 194/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.009 Epoch 49 Batch 195/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.010 Epoch 49 Batch 196/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 49 Batch 197/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.010 Epoch 49 Batch 198/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.011 Epoch 49 Batch 199/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 49 Batch 200/269 - Train Accuracy: 0.981, Validation Accuracy: 0.960, Loss: 0.010 Epoch 49 Batch 201/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.010 Epoch 49 Batch 202/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.010 Epoch 49 Batch 203/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.012 Epoch 49 Batch 204/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.010 Epoch 49 Batch 205/269 - Train Accuracy: 0.970, Validation Accuracy: 0.953, Loss: 0.012 Epoch 49 Batch 206/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.014 Epoch 49 Batch 207/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.012 Epoch 49 Batch 208/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.011 Epoch 49 Batch 209/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.010 Epoch 49 Batch 210/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.013 Epoch 49 Batch 211/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.013 Epoch 49 Batch 212/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.014 Epoch 49 Batch 213/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.009 Epoch 49 Batch 214/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.011 Epoch 49 Batch 215/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.012 Epoch 49 Batch 216/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.013 Epoch 49 Batch 217/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.015 Epoch 49 Batch 218/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.009 Epoch 49 Batch 219/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.013 Epoch 49 Batch 220/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.013 Epoch 49 Batch 221/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.012 Epoch 49 Batch 222/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.010 Epoch 49 Batch 223/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.009 Epoch 49 Batch 224/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.015 Epoch 49 Batch 225/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.010 Epoch 49 Batch 226/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 49 Batch 227/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 49 Batch 228/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 49 Batch 229/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 49 Batch 230/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 49 Batch 231/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 49 Batch 232/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.012 Epoch 49 Batch 233/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 49 Batch 234/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 49 Batch 235/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 49 Batch 236/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 49 Batch 237/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 49 Batch 238/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.012 Epoch 49 Batch 239/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.013 Epoch 49 Batch 240/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.011 Epoch 49 Batch 241/269 - Train Accuracy: 0.959, Validation Accuracy: 0.964, Loss: 0.014 Epoch 49 Batch 242/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.017 Epoch 49 Batch 243/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 49 Batch 244/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 49 Batch 245/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.009 Epoch 49 Batch 246/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 49 Batch 247/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.014 Epoch 49 Batch 248/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 49 Batch 249/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.009 Epoch 49 Batch 250/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.012 Epoch 49 Batch 251/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.015 Epoch 49 Batch 252/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 49 Batch 253/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.013 Epoch 49 Batch 254/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 49 Batch 255/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.010 Epoch 49 Batch 256/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.012 Epoch 49 Batch 257/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.015 Epoch 49 Batch 258/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 49 Batch 259/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 49 Batch 260/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.012 Epoch 49 Batch 261/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 49 Batch 262/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 49 Batch 263/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.012 Epoch 49 Batch 264/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.013 Epoch 49 Batch 265/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 49 Batch 266/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.011 Epoch 49 Batch 267/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.011 Epoch 50 Batch 0/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.011 Epoch 50 Batch 1/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 50 Batch 2/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 50 Batch 3/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.011 Epoch 50 Batch 4/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.015 Epoch 50 Batch 5/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.010 Epoch 50 Batch 6/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 50 Batch 7/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.011 Epoch 50 Batch 8/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 50 Batch 9/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.012 Epoch 50 Batch 10/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 50 Batch 11/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.013 Epoch 50 Batch 12/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.013 Epoch 50 Batch 13/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 50 Batch 14/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 50 Batch 15/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.010 Epoch 50 Batch 16/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.013 Epoch 50 Batch 17/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 50 Batch 18/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 50 Batch 19/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 50 Batch 20/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 50 Batch 21/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.014 Epoch 50 Batch 22/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 50 Batch 23/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.014 Epoch 50 Batch 24/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.012 Epoch 50 Batch 25/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.013 Epoch 50 Batch 26/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 50 Batch 27/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.011 Epoch 50 Batch 28/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.011 Epoch 50 Batch 29/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.010 Epoch 50 Batch 30/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.011 Epoch 50 Batch 31/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.014 Epoch 50 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.008 Epoch 50 Batch 33/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.009 Epoch 50 Batch 34/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 50 Batch 35/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 50 Batch 36/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 50 Batch 37/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.013 Epoch 50 Batch 38/269 - Train Accuracy: 0.961, Validation Accuracy: 0.965, Loss: 0.015 Epoch 50 Batch 39/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 50 Batch 40/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.013 Epoch 50 Batch 41/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 50 Batch 42/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.010 Epoch 50 Batch 43/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 50 Batch 44/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.015 Epoch 50 Batch 45/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.014 Epoch 50 Batch 46/269 - Train Accuracy: 0.972, Validation Accuracy: 0.952, Loss: 0.010 Epoch 50 Batch 47/269 - Train Accuracy: 0.975, Validation Accuracy: 0.954, Loss: 0.009 Epoch 50 Batch 48/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.012 Epoch 50 Batch 49/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.010 Epoch 50 Batch 50/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.016 Epoch 50 Batch 51/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.012 Epoch 50 Batch 52/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 50 Batch 53/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.016 Epoch 50 Batch 54/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 50 Batch 55/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.013 Epoch 50 Batch 56/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.013 Epoch 50 Batch 57/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.014 Epoch 50 Batch 58/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 50 Batch 59/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.009 Epoch 50 Batch 60/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.013 Epoch 50 Batch 61/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.011 Epoch 50 Batch 62/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.010 Epoch 50 Batch 63/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.012 Epoch 50 Batch 64/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 50 Batch 65/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.011 Epoch 50 Batch 66/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 50 Batch 67/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.013 Epoch 50 Batch 68/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 50 Batch 69/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.012 Epoch 50 Batch 70/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 50 Batch 71/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.013 Epoch 50 Batch 72/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 50 Batch 73/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 50 Batch 74/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 50 Batch 75/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.013 Epoch 50 Batch 76/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.009 Epoch 50 Batch 77/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.011 Epoch 50 Batch 78/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 50 Batch 79/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 50 Batch 80/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 50 Batch 81/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 50 Batch 82/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.008 Epoch 50 Batch 83/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.014 Epoch 50 Batch 84/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.011 Epoch 50 Batch 85/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 50 Batch 86/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 50 Batch 87/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 50 Batch 88/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 50 Batch 89/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.010 Epoch 50 Batch 90/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.010 Epoch 50 Batch 91/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.010 Epoch 50 Batch 92/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 50 Batch 93/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 50 Batch 94/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.013 Epoch 50 Batch 95/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.013 Epoch 50 Batch 96/269 - Train Accuracy: 0.957, Validation Accuracy: 0.960, Loss: 0.013 Epoch 50 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.023 Epoch 50 Batch 98/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.014 Epoch 50 Batch 99/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 50 Batch 100/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.015 Epoch 50 Batch 101/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.019 Epoch 50 Batch 102/269 - Train Accuracy: 0.959, Validation Accuracy: 0.962, Loss: 0.013 Epoch 50 Batch 103/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.029 Epoch 50 Batch 104/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.015 Epoch 50 Batch 105/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.022 Epoch 50 Batch 106/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.016 Epoch 50 Batch 107/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.011 Epoch 50 Batch 108/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.010 Epoch 50 Batch 109/269 - Train Accuracy: 0.957, Validation Accuracy: 0.960, Loss: 0.013 Epoch 50 Batch 110/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.011 Epoch 50 Batch 111/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.015 Epoch 50 Batch 112/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 50 Batch 113/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.013 Epoch 50 Batch 114/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.016 Epoch 50 Batch 115/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.013 Epoch 50 Batch 116/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 50 Batch 117/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 50 Batch 118/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.011 Epoch 50 Batch 119/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.011 Epoch 50 Batch 120/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.012 Epoch 50 Batch 121/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 50 Batch 122/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.015 Epoch 50 Batch 123/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.012 Epoch 50 Batch 124/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 50 Batch 125/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 50 Batch 126/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.012 Epoch 50 Batch 127/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.012 Epoch 50 Batch 128/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 50 Batch 129/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.012 Epoch 50 Batch 130/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.014 Epoch 50 Batch 131/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 50 Batch 132/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.013 Epoch 50 Batch 133/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 50 Batch 134/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.013 Epoch 50 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.011 Epoch 50 Batch 136/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.014 Epoch 50 Batch 137/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 50 Batch 138/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.011 Epoch 50 Batch 139/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 50 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 50 Batch 141/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.010 Epoch 50 Batch 142/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.013 Epoch 50 Batch 143/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.010 Epoch 50 Batch 144/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 50 Batch 145/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 50 Batch 146/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 50 Batch 147/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.013 Epoch 50 Batch 148/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 50 Batch 149/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.013 Epoch 50 Batch 150/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.012 Epoch 50 Batch 151/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 50 Batch 152/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 50 Batch 153/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 50 Batch 154/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 50 Batch 155/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 50 Batch 156/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.011 Epoch 50 Batch 157/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 50 Batch 158/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.012 Epoch 50 Batch 159/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.011 Epoch 50 Batch 160/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 50 Batch 161/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 50 Batch 162/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.010 Epoch 50 Batch 163/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.013 Epoch 50 Batch 164/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 50 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.012 Epoch 50 Batch 166/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 50 Batch 167/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.010 Epoch 50 Batch 168/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 50 Batch 169/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.011 Epoch 50 Batch 170/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 50 Batch 171/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.010 Epoch 50 Batch 172/269 - Train Accuracy: 0.978, Validation Accuracy: 0.958, Loss: 0.010 Epoch 50 Batch 173/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.010 Epoch 50 Batch 174/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.012 Epoch 50 Batch 175/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.014 Epoch 50 Batch 176/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.009 Epoch 50 Batch 177/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 50 Batch 178/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 50 Batch 179/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 50 Batch 180/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 50 Batch 181/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.013 Epoch 50 Batch 182/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 50 Batch 183/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 50 Batch 184/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.016 Epoch 50 Batch 185/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 50 Batch 186/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 50 Batch 187/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 50 Batch 188/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.013 Epoch 50 Batch 189/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 50 Batch 190/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 50 Batch 191/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.013 Epoch 50 Batch 192/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 50 Batch 193/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 50 Batch 194/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 50 Batch 195/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.010 Epoch 50 Batch 196/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 50 Batch 197/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 50 Batch 198/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.009 Epoch 50 Batch 199/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.014 Epoch 50 Batch 200/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.007 Epoch 50 Batch 201/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 50 Batch 202/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.012 Epoch 50 Batch 203/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.013 Epoch 50 Batch 204/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 50 Batch 205/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 50 Batch 206/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.015 Epoch 50 Batch 207/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.014 Epoch 50 Batch 208/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.014 Epoch 50 Batch 209/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 50 Batch 210/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 50 Batch 211/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.012 Epoch 50 Batch 212/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.015 Epoch 50 Batch 213/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.011 Epoch 50 Batch 214/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.014 Epoch 50 Batch 215/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.013 Epoch 50 Batch 216/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.015 Epoch 50 Batch 217/269 - Train Accuracy: 0.957, Validation Accuracy: 0.960, Loss: 0.017 Epoch 50 Batch 218/269 - Train Accuracy: 0.977, Validation Accuracy: 0.958, Loss: 0.011 Epoch 50 Batch 219/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.011 Epoch 50 Batch 220/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.012 Epoch 50 Batch 221/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.016 Epoch 50 Batch 222/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 50 Batch 223/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.014 Epoch 50 Batch 224/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.012 Epoch 50 Batch 225/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 50 Batch 226/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 50 Batch 227/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.011 Epoch 50 Batch 228/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.011 Epoch 50 Batch 229/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.012 Epoch 50 Batch 230/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 50 Batch 231/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.013 Epoch 50 Batch 232/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.012 Epoch 50 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.012 Epoch 50 Batch 234/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.011 Epoch 50 Batch 235/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 50 Batch 236/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 50 Batch 237/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 50 Batch 238/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 50 Batch 239/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.016 Epoch 50 Batch 240/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.012 Epoch 50 Batch 241/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.011 Epoch 50 Batch 242/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.011 Epoch 50 Batch 243/269 - Train Accuracy: 0.977, Validation Accuracy: 0.958, Loss: 0.013 Epoch 50 Batch 244/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.012 Epoch 50 Batch 245/269 - Train Accuracy: 0.962, Validation Accuracy: 0.966, Loss: 0.012 Epoch 50 Batch 246/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.012 Epoch 50 Batch 247/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.015 Epoch 50 Batch 248/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.011 Epoch 50 Batch 249/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.011 Epoch 50 Batch 250/269 - Train Accuracy: 0.973, Validation Accuracy: 0.957, Loss: 0.012 Epoch 50 Batch 251/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.013 Epoch 50 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.956, Loss: 0.010 Epoch 50 Batch 253/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.013 Epoch 50 Batch 254/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.013 Epoch 50 Batch 255/269 - Train Accuracy: 0.972, Validation Accuracy: 0.953, Loss: 0.011 Epoch 50 Batch 256/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.011 Epoch 50 Batch 257/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.011 Epoch 50 Batch 258/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.010 Epoch 50 Batch 259/269 - Train Accuracy: 0.976, Validation Accuracy: 0.956, Loss: 0.010 Epoch 50 Batch 260/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.011 Epoch 50 Batch 261/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.008 Epoch 50 Batch 262/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.012 Epoch 50 Batch 263/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.013 Epoch 50 Batch 264/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.013 Epoch 50 Batch 265/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.011 Epoch 50 Batch 266/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 50 Batch 267/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.011 Epoch 51 Batch 0/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.011 Epoch 51 Batch 1/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 51 Batch 2/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 51 Batch 3/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 51 Batch 4/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.011 Epoch 51 Batch 5/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 51 Batch 6/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 51 Batch 7/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.011 Epoch 51 Batch 8/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.012 Epoch 51 Batch 9/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.012 Epoch 51 Batch 10/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 51 Batch 11/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.011 Epoch 51 Batch 12/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.013 Epoch 51 Batch 13/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.012 Epoch 51 Batch 14/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.015 Epoch 51 Batch 15/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 51 Batch 16/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.016 Epoch 51 Batch 17/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.011 Epoch 51 Batch 18/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.010 Epoch 51 Batch 19/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 51 Batch 20/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 51 Batch 21/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.012 Epoch 51 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.012 Epoch 51 Batch 23/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.017 Epoch 51 Batch 24/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.011 Epoch 51 Batch 25/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.011 Epoch 51 Batch 26/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.011 Epoch 51 Batch 27/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 51 Batch 28/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.010 Epoch 51 Batch 29/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 51 Batch 30/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.010 Epoch 51 Batch 31/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.011 Epoch 51 Batch 32/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.005 Epoch 51 Batch 33/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 51 Batch 34/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.014 Epoch 51 Batch 35/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.014 Epoch 51 Batch 36/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 51 Batch 37/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 51 Batch 38/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.010 Epoch 51 Batch 39/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 51 Batch 40/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.012 Epoch 51 Batch 41/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 51 Batch 42/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 51 Batch 43/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 51 Batch 44/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.013 Epoch 51 Batch 45/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.015 Epoch 51 Batch 46/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 51 Batch 47/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 51 Batch 48/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.010 Epoch 51 Batch 49/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 51 Batch 50/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.014 Epoch 51 Batch 51/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.013 Epoch 51 Batch 52/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 51 Batch 53/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 51 Batch 54/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 51 Batch 55/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.013 Epoch 51 Batch 56/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.013 Epoch 51 Batch 57/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.014 Epoch 51 Batch 58/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 51 Batch 59/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.008 Epoch 51 Batch 60/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.012 Epoch 51 Batch 61/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.011 Epoch 51 Batch 62/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.012 Epoch 51 Batch 63/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.013 Epoch 51 Batch 64/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.010 Epoch 51 Batch 65/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 51 Batch 66/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.011 Epoch 51 Batch 67/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.011 Epoch 51 Batch 68/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.012 Epoch 51 Batch 69/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.013 Epoch 51 Batch 70/269 - Train Accuracy: 0.973, Validation Accuracy: 0.957, Loss: 0.012 Epoch 51 Batch 71/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.012 Epoch 51 Batch 72/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.012 Epoch 51 Batch 73/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.009 Epoch 51 Batch 74/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.011 Epoch 51 Batch 75/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.013 Epoch 51 Batch 76/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.014 Epoch 51 Batch 77/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.012 Epoch 51 Batch 78/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.010 Epoch 51 Batch 79/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.013 Epoch 51 Batch 80/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.011 Epoch 51 Batch 81/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 51 Batch 82/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 51 Batch 83/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.013 Epoch 51 Batch 84/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.009 Epoch 51 Batch 85/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.012 Epoch 51 Batch 86/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.008 Epoch 51 Batch 87/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.012 Epoch 51 Batch 88/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.014 Epoch 51 Batch 89/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 51 Batch 90/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.009 Epoch 51 Batch 91/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.009 Epoch 51 Batch 92/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.009 Epoch 51 Batch 93/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.010 Epoch 51 Batch 94/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.013 Epoch 51 Batch 95/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.009 Epoch 51 Batch 96/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.014 Epoch 51 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 51 Batch 98/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.011 Epoch 51 Batch 99/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 51 Batch 100/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.012 Epoch 51 Batch 101/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.014 Epoch 51 Batch 102/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 51 Batch 103/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.011 Epoch 51 Batch 104/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.011 Epoch 51 Batch 105/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 51 Batch 106/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 51 Batch 107/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.008 Epoch 51 Batch 108/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.008 Epoch 51 Batch 109/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.010 Epoch 51 Batch 110/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 51 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.009 Epoch 51 Batch 112/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.012 Epoch 51 Batch 113/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.009 Epoch 51 Batch 114/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.011 Epoch 51 Batch 115/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 51 Batch 116/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.009 Epoch 51 Batch 117/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.009 Epoch 51 Batch 118/269 - Train Accuracy: 0.980, Validation Accuracy: 0.958, Loss: 0.009 Epoch 51 Batch 119/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.013 Epoch 51 Batch 120/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.009 Epoch 51 Batch 121/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.008 Epoch 51 Batch 122/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.011 Epoch 51 Batch 123/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.011 Epoch 51 Batch 124/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 51 Batch 125/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 51 Batch 126/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.011 Epoch 51 Batch 127/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.012 Epoch 51 Batch 128/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.012 Epoch 51 Batch 129/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.010 Epoch 51 Batch 130/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.011 Epoch 51 Batch 131/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.012 Epoch 51 Batch 132/269 - Train Accuracy: 0.956, Validation Accuracy: 0.965, Loss: 0.013 Epoch 51 Batch 133/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.013 Epoch 51 Batch 134/269 - Train Accuracy: 0.961, Validation Accuracy: 0.966, Loss: 0.012 Epoch 51 Batch 135/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 51 Batch 136/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.012 Epoch 51 Batch 137/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.014 Epoch 51 Batch 138/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 51 Batch 139/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.012 Epoch 51 Batch 140/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 51 Batch 141/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.012 Epoch 51 Batch 142/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.013 Epoch 51 Batch 143/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.013 Epoch 51 Batch 144/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.012 Epoch 51 Batch 145/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.009 Epoch 51 Batch 146/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 51 Batch 147/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.012 Epoch 51 Batch 148/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 51 Batch 149/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.014 Epoch 51 Batch 150/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.014 Epoch 51 Batch 151/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 51 Batch 152/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 51 Batch 153/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 51 Batch 154/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.010 Epoch 51 Batch 155/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 51 Batch 156/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.011 Epoch 51 Batch 157/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 51 Batch 158/269 - Train Accuracy: 0.963, Validation Accuracy: 0.970, Loss: 0.012 Epoch 51 Batch 159/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.012 Epoch 51 Batch 160/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.010 Epoch 51 Batch 161/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 51 Batch 162/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 51 Batch 163/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.010 Epoch 51 Batch 164/269 - Train Accuracy: 0.967, Validation Accuracy: 0.971, Loss: 0.012 Epoch 51 Batch 165/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 51 Batch 166/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.012 Epoch 51 Batch 167/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.012 Epoch 51 Batch 168/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.011 Epoch 51 Batch 169/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.010 Epoch 51 Batch 170/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.013 Epoch 51 Batch 171/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.013 Epoch 51 Batch 172/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.011 Epoch 51 Batch 173/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.013 Epoch 51 Batch 174/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 51 Batch 175/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.016 Epoch 51 Batch 176/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 51 Batch 177/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 51 Batch 178/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.012 Epoch 51 Batch 179/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.011 Epoch 51 Batch 180/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.012 Epoch 51 Batch 181/269 - Train Accuracy: 0.962, Validation Accuracy: 0.964, Loss: 0.017 Epoch 51 Batch 182/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 51 Batch 183/269 - Train Accuracy: 0.982, Validation Accuracy: 0.959, Loss: 0.007 Epoch 51 Batch 184/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 51 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.012 Epoch 51 Batch 186/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.009 Epoch 51 Batch 187/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.009 Epoch 51 Batch 188/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.012 Epoch 51 Batch 189/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.012 Epoch 51 Batch 190/269 - Train Accuracy: 0.980, Validation Accuracy: 0.960, Loss: 0.008 Epoch 51 Batch 191/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.009 Epoch 51 Batch 192/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.007 Epoch 51 Batch 193/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 51 Batch 194/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.010 Epoch 51 Batch 195/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 51 Batch 196/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.013 Epoch 51 Batch 197/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.011 Epoch 51 Batch 198/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.016 Epoch 51 Batch 199/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.014 Epoch 51 Batch 200/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.016 Epoch 51 Batch 201/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.010 Epoch 51 Batch 202/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.013 Epoch 51 Batch 203/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.013 Epoch 51 Batch 204/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.014 Epoch 51 Batch 205/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 51 Batch 206/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.013 Epoch 51 Batch 207/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 51 Batch 208/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 51 Batch 209/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.011 Epoch 51 Batch 210/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.008 Epoch 51 Batch 211/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.010 Epoch 51 Batch 212/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.013 Epoch 51 Batch 213/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.013 Epoch 51 Batch 214/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 51 Batch 215/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.014 Epoch 51 Batch 216/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.016 Epoch 51 Batch 217/269 - Train Accuracy: 0.956, Validation Accuracy: 0.960, Loss: 0.019 Epoch 51 Batch 218/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.015 Epoch 51 Batch 219/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.010 Epoch 51 Batch 220/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.009 Epoch 51 Batch 221/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.012 Epoch 51 Batch 222/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.012 Epoch 51 Batch 223/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.012 Epoch 51 Batch 224/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.015 Epoch 51 Batch 225/269 - Train Accuracy: 0.967, Validation Accuracy: 0.952, Loss: 0.013 Epoch 51 Batch 226/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.012 Epoch 51 Batch 227/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.019 Epoch 51 Batch 228/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.019 Epoch 51 Batch 229/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.013 Epoch 51 Batch 230/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.012 Epoch 51 Batch 231/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.015 Epoch 51 Batch 232/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.016 Epoch 51 Batch 233/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 51 Batch 234/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.013 Epoch 51 Batch 235/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.010 Epoch 51 Batch 236/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.014 Epoch 51 Batch 237/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.012 Epoch 51 Batch 238/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.010 Epoch 51 Batch 239/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.014 Epoch 51 Batch 240/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 51 Batch 241/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.014 Epoch 51 Batch 242/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.012 Epoch 51 Batch 243/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.011 Epoch 51 Batch 244/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.011 Epoch 51 Batch 245/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.011 Epoch 51 Batch 246/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.013 Epoch 51 Batch 247/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.012 Epoch 51 Batch 248/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.010 Epoch 51 Batch 249/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.015 Epoch 51 Batch 250/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 51 Batch 251/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 51 Batch 252/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.010 Epoch 51 Batch 253/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.010 Epoch 51 Batch 254/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.016 Epoch 51 Batch 255/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 51 Batch 256/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.013 Epoch 51 Batch 257/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.016 Epoch 51 Batch 258/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.011 Epoch 51 Batch 259/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 51 Batch 260/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.013 Epoch 51 Batch 261/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.010 Epoch 51 Batch 262/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.017 Epoch 51 Batch 263/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.013 Epoch 51 Batch 264/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 51 Batch 265/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.011 Epoch 51 Batch 266/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.013 Epoch 51 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.011 Epoch 52 Batch 0/269 - Train Accuracy: 0.977, Validation Accuracy: 0.956, Loss: 0.012 Epoch 52 Batch 1/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.013 Epoch 52 Batch 2/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.011 Epoch 52 Batch 3/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.012 Epoch 52 Batch 4/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.015 Epoch 52 Batch 5/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 52 Batch 6/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.007 Epoch 52 Batch 7/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.013 Epoch 52 Batch 8/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.010 Epoch 52 Batch 9/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.011 Epoch 52 Batch 10/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.012 Epoch 52 Batch 11/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.013 Epoch 52 Batch 12/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.011 Epoch 52 Batch 13/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.011 Epoch 52 Batch 14/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.009 Epoch 52 Batch 15/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 52 Batch 16/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.018 Epoch 52 Batch 17/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.010 Epoch 52 Batch 18/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.014 Epoch 52 Batch 19/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.010 Epoch 52 Batch 20/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 52 Batch 21/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.013 Epoch 52 Batch 22/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.012 Epoch 52 Batch 23/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.013 Epoch 52 Batch 24/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 52 Batch 25/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.015 Epoch 52 Batch 26/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.013 Epoch 52 Batch 27/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.012 Epoch 52 Batch 28/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.013 Epoch 52 Batch 29/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 52 Batch 30/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.012 Epoch 52 Batch 31/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.012 Epoch 52 Batch 32/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 52 Batch 33/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 52 Batch 34/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.013 Epoch 52 Batch 35/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.014 Epoch 52 Batch 36/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 52 Batch 37/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.013 Epoch 52 Batch 38/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.014 Epoch 52 Batch 39/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 52 Batch 40/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 52 Batch 41/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.012 Epoch 52 Batch 42/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.012 Epoch 52 Batch 43/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.010 Epoch 52 Batch 44/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.013 Epoch 52 Batch 45/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.013 Epoch 52 Batch 46/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 52 Batch 47/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 52 Batch 48/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 52 Batch 49/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 52 Batch 50/269 - Train Accuracy: 0.961, Validation Accuracy: 0.968, Loss: 0.014 Epoch 52 Batch 51/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 52 Batch 52/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.008 Epoch 52 Batch 53/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.011 Epoch 52 Batch 54/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 52 Batch 55/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.013 Epoch 52 Batch 56/269 - Train Accuracy: 0.962, Validation Accuracy: 0.968, Loss: 0.012 Epoch 52 Batch 57/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 52 Batch 58/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.012 Epoch 52 Batch 59/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 52 Batch 60/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.012 Epoch 52 Batch 61/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.013 Epoch 52 Batch 62/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.012 Epoch 52 Batch 63/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.014 Epoch 52 Batch 64/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 52 Batch 65/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.010 Epoch 52 Batch 66/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 52 Batch 67/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.012 Epoch 52 Batch 68/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.012 Epoch 52 Batch 69/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.013 Epoch 52 Batch 70/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.015 Epoch 52 Batch 71/269 - Train Accuracy: 0.973, Validation Accuracy: 0.955, Loss: 0.013 Epoch 52 Batch 72/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.013 Epoch 52 Batch 73/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.012 Epoch 52 Batch 74/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.011 Epoch 52 Batch 75/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.013 Epoch 52 Batch 76/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.014 Epoch 52 Batch 77/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.012 Epoch 52 Batch 78/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.012 Epoch 52 Batch 79/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.013 Epoch 52 Batch 80/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.010 Epoch 52 Batch 81/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.012 Epoch 52 Batch 82/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.008 Epoch 52 Batch 83/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.018 Epoch 52 Batch 84/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 52 Batch 85/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.010 Epoch 52 Batch 86/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 52 Batch 87/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.009 Epoch 52 Batch 88/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.011 Epoch 52 Batch 89/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.011 Epoch 52 Batch 90/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.011 Epoch 52 Batch 91/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 52 Batch 92/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.011 Epoch 52 Batch 93/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 52 Batch 94/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.014 Epoch 52 Batch 95/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 52 Batch 96/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 52 Batch 97/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 52 Batch 98/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 52 Batch 99/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 52 Batch 100/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.014 Epoch 52 Batch 101/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.015 Epoch 52 Batch 102/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.008 Epoch 52 Batch 103/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 52 Batch 104/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.010 Epoch 52 Batch 105/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.010 Epoch 52 Batch 106/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.010 Epoch 52 Batch 107/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 52 Batch 108/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 52 Batch 109/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.012 Epoch 52 Batch 110/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 52 Batch 111/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.009 Epoch 52 Batch 112/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.010 Epoch 52 Batch 113/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.011 Epoch 52 Batch 114/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.012 Epoch 52 Batch 115/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.013 Epoch 52 Batch 116/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 52 Batch 117/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 52 Batch 118/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.009 Epoch 52 Batch 119/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.014 Epoch 52 Batch 120/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.011 Epoch 52 Batch 121/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.010 Epoch 52 Batch 122/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 52 Batch 123/269 - Train Accuracy: 0.965, Validation Accuracy: 0.970, Loss: 0.011 Epoch 52 Batch 124/269 - Train Accuracy: 0.966, Validation Accuracy: 0.971, Loss: 0.009 Epoch 52 Batch 125/269 - Train Accuracy: 0.970, Validation Accuracy: 0.972, Loss: 0.008 Epoch 52 Batch 126/269 - Train Accuracy: 0.965, Validation Accuracy: 0.970, Loss: 0.012 Epoch 52 Batch 127/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.009 Epoch 52 Batch 128/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.011 Epoch 52 Batch 129/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.010 Epoch 52 Batch 130/269 - Train Accuracy: 0.964, Validation Accuracy: 0.972, Loss: 0.017 Epoch 52 Batch 131/269 - Train Accuracy: 0.967, Validation Accuracy: 0.971, Loss: 0.014 Epoch 52 Batch 132/269 - Train Accuracy: 0.962, Validation Accuracy: 0.970, Loss: 0.012 Epoch 52 Batch 133/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 52 Batch 134/269 - Train Accuracy: 0.965, Validation Accuracy: 0.969, Loss: 0.014 Epoch 52 Batch 135/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 52 Batch 136/269 - Train Accuracy: 0.962, Validation Accuracy: 0.968, Loss: 0.014 Epoch 52 Batch 137/269 - Train Accuracy: 0.962, Validation Accuracy: 0.969, Loss: 0.010 Epoch 52 Batch 138/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.010 Epoch 52 Batch 139/269 - Train Accuracy: 0.966, Validation Accuracy: 0.970, Loss: 0.011 Epoch 52 Batch 140/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.012 Epoch 52 Batch 141/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.011 Epoch 52 Batch 142/269 - Train Accuracy: 0.965, Validation Accuracy: 0.969, Loss: 0.013 Epoch 52 Batch 143/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.013 Epoch 52 Batch 144/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.013 Epoch 52 Batch 145/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 52 Batch 146/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.010 Epoch 52 Batch 147/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.012 Epoch 52 Batch 148/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.012 Epoch 52 Batch 149/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.012 Epoch 52 Batch 150/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 52 Batch 151/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.012 Epoch 52 Batch 152/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 52 Batch 153/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 52 Batch 154/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.010 Epoch 52 Batch 155/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 52 Batch 156/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 52 Batch 157/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 52 Batch 158/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.012 Epoch 52 Batch 159/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 52 Batch 160/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 52 Batch 161/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 52 Batch 162/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 52 Batch 163/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.012 Epoch 52 Batch 164/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 52 Batch 165/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 52 Batch 166/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 52 Batch 167/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 52 Batch 168/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 52 Batch 169/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.010 Epoch 52 Batch 170/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 52 Batch 171/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.012 Epoch 52 Batch 172/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.013 Epoch 52 Batch 173/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 52 Batch 174/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.012 Epoch 52 Batch 175/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.014 Epoch 52 Batch 176/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 52 Batch 177/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 52 Batch 178/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.010 Epoch 52 Batch 179/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 52 Batch 180/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 52 Batch 181/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.013 Epoch 52 Batch 182/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.012 Epoch 52 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 52 Batch 184/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.011 Epoch 52 Batch 185/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 52 Batch 186/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 52 Batch 187/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.011 Epoch 52 Batch 188/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.011 Epoch 52 Batch 189/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.007 Epoch 52 Batch 190/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.013 Epoch 52 Batch 191/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.010 Epoch 52 Batch 192/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 52 Batch 193/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 52 Batch 194/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 52 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 52 Batch 196/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.012 Epoch 52 Batch 197/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 52 Batch 198/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 52 Batch 199/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 52 Batch 200/269 - Train Accuracy: 0.983, Validation Accuracy: 0.961, Loss: 0.009 Epoch 52 Batch 201/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 52 Batch 202/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 52 Batch 203/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 52 Batch 204/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.007 Epoch 52 Batch 205/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 52 Batch 206/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.011 Epoch 52 Batch 207/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.014 Epoch 52 Batch 208/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.012 Epoch 52 Batch 209/269 - Train Accuracy: 0.975, Validation Accuracy: 0.954, Loss: 0.009 Epoch 52 Batch 210/269 - Train Accuracy: 0.978, Validation Accuracy: 0.954, Loss: 0.010 Epoch 52 Batch 211/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.010 Epoch 52 Batch 212/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.013 Epoch 52 Batch 213/269 - Train Accuracy: 0.972, Validation Accuracy: 0.955, Loss: 0.010 Epoch 52 Batch 214/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.010 Epoch 52 Batch 215/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.010 Epoch 52 Batch 216/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.014 Epoch 52 Batch 217/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.013 Epoch 52 Batch 218/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.008 Epoch 52 Batch 219/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.010 Epoch 52 Batch 220/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.014 Epoch 52 Batch 221/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.012 Epoch 52 Batch 222/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 52 Batch 223/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 52 Batch 224/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.013 Epoch 52 Batch 225/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.011 Epoch 52 Batch 226/269 - Train Accuracy: 0.978, Validation Accuracy: 0.959, Loss: 0.009 Epoch 52 Batch 227/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.010 Epoch 52 Batch 228/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.010 Epoch 52 Batch 229/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.009 Epoch 52 Batch 230/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.010 Epoch 52 Batch 231/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.010 Epoch 52 Batch 232/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.011 Epoch 52 Batch 233/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 52 Batch 234/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.010 Epoch 52 Batch 235/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.010 Epoch 52 Batch 236/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 52 Batch 237/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.013 Epoch 52 Batch 238/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 52 Batch 239/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 52 Batch 240/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 52 Batch 241/269 - Train Accuracy: 0.960, Validation Accuracy: 0.964, Loss: 0.015 Epoch 52 Batch 242/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 52 Batch 243/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.007 Epoch 52 Batch 244/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 52 Batch 245/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.010 Epoch 52 Batch 246/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.012 Epoch 52 Batch 247/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 52 Batch 248/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.012 Epoch 52 Batch 249/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 52 Batch 250/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.013 Epoch 52 Batch 251/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 52 Batch 252/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 52 Batch 253/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.012 Epoch 52 Batch 254/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 52 Batch 255/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 52 Batch 256/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.009 Epoch 52 Batch 257/269 - Train Accuracy: 0.962, Validation Accuracy: 0.966, Loss: 0.012 Epoch 52 Batch 258/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 52 Batch 259/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 52 Batch 260/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 52 Batch 261/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 52 Batch 262/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.012 Epoch 52 Batch 263/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.012 Epoch 52 Batch 264/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.012 Epoch 52 Batch 265/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 52 Batch 266/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 52 Batch 267/269 - Train Accuracy: 0.967, Validation Accuracy: 0.971, Loss: 0.011 Epoch 53 Batch 0/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.012 Epoch 53 Batch 1/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 53 Batch 2/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.014 Epoch 53 Batch 3/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 53 Batch 4/269 - Train Accuracy: 0.962, Validation Accuracy: 0.970, Loss: 0.013 Epoch 53 Batch 5/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 53 Batch 6/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 53 Batch 7/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 53 Batch 8/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.012 Epoch 53 Batch 9/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.011 Epoch 53 Batch 10/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 53 Batch 11/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 53 Batch 12/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.011 Epoch 53 Batch 13/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.009 Epoch 53 Batch 14/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 53 Batch 15/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 53 Batch 16/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.016 Epoch 53 Batch 17/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.014 Epoch 53 Batch 18/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.012 Epoch 53 Batch 19/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 53 Batch 20/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 53 Batch 21/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.011 Epoch 53 Batch 22/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 53 Batch 23/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.012 Epoch 53 Batch 24/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 53 Batch 25/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 53 Batch 26/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.013 Epoch 53 Batch 27/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 53 Batch 28/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 53 Batch 29/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.011 Epoch 53 Batch 30/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.014 Epoch 53 Batch 31/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 53 Batch 32/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.008 Epoch 53 Batch 33/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 53 Batch 34/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 53 Batch 35/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.018 Epoch 53 Batch 36/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 53 Batch 37/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.011 Epoch 53 Batch 38/269 - Train Accuracy: 0.962, Validation Accuracy: 0.967, Loss: 0.011 Epoch 53 Batch 39/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 53 Batch 40/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.012 Epoch 53 Batch 41/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 53 Batch 42/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 53 Batch 43/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 53 Batch 44/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.012 Epoch 53 Batch 45/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.013 Epoch 53 Batch 46/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.007 Epoch 53 Batch 47/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.008 Epoch 53 Batch 48/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.012 Epoch 53 Batch 49/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 53 Batch 50/269 - Train Accuracy: 0.960, Validation Accuracy: 0.966, Loss: 0.012 Epoch 53 Batch 51/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 53 Batch 52/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 53 Batch 53/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 53 Batch 54/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.013 Epoch 53 Batch 55/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.012 Epoch 53 Batch 56/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.014 Epoch 53 Batch 57/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.018 Epoch 53 Batch 58/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.012 Epoch 53 Batch 59/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.015 Epoch 53 Batch 60/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.014 Epoch 53 Batch 61/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.012 Epoch 53 Batch 62/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.012 Epoch 53 Batch 63/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.014 Epoch 53 Batch 64/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 53 Batch 65/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 53 Batch 66/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.012 Epoch 53 Batch 67/269 - Train Accuracy: 0.962, Validation Accuracy: 0.969, Loss: 0.011 Epoch 53 Batch 68/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.016 Epoch 53 Batch 69/269 - Train Accuracy: 0.953, Validation Accuracy: 0.960, Loss: 0.015 Epoch 53 Batch 70/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 53 Batch 71/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.014 Epoch 53 Batch 72/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.014 Epoch 53 Batch 73/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 53 Batch 74/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 53 Batch 75/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 53 Batch 76/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.014 Epoch 53 Batch 77/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.012 Epoch 53 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 53 Batch 79/269 - Train Accuracy: 0.962, Validation Accuracy: 0.964, Loss: 0.011 Epoch 53 Batch 80/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 53 Batch 81/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.013 Epoch 53 Batch 82/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 53 Batch 83/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.015 Epoch 53 Batch 84/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 53 Batch 85/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.014 Epoch 53 Batch 86/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.010 Epoch 53 Batch 87/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.016 Epoch 53 Batch 88/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 53 Batch 89/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 53 Batch 90/269 - Train Accuracy: 0.965, Validation Accuracy: 0.969, Loss: 0.010 Epoch 53 Batch 91/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 53 Batch 92/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 53 Batch 93/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 53 Batch 94/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.015 Epoch 53 Batch 95/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 53 Batch 96/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 53 Batch 97/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 53 Batch 98/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.013 Epoch 53 Batch 99/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 53 Batch 100/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.011 Epoch 53 Batch 101/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.015 Epoch 53 Batch 102/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 53 Batch 103/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.013 Epoch 53 Batch 104/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.013 Epoch 53 Batch 105/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 53 Batch 106/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 53 Batch 107/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.011 Epoch 53 Batch 108/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 53 Batch 109/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.010 Epoch 53 Batch 110/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 53 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.010 Epoch 53 Batch 112/269 - Train Accuracy: 0.962, Validation Accuracy: 0.964, Loss: 0.009 Epoch 53 Batch 113/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.011 Epoch 53 Batch 114/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.011 Epoch 53 Batch 115/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.014 Epoch 53 Batch 116/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 53 Batch 117/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.011 Epoch 53 Batch 118/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 53 Batch 119/269 - Train Accuracy: 0.962, Validation Accuracy: 0.965, Loss: 0.012 Epoch 53 Batch 120/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.010 Epoch 53 Batch 121/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 53 Batch 122/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 53 Batch 123/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.011 Epoch 53 Batch 124/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 53 Batch 125/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 53 Batch 126/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 53 Batch 127/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 53 Batch 128/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 53 Batch 129/269 - Train Accuracy: 0.966, Validation Accuracy: 0.970, Loss: 0.009 Epoch 53 Batch 130/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.012 Epoch 53 Batch 131/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.010 Epoch 53 Batch 132/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 53 Batch 133/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 53 Batch 134/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.011 Epoch 53 Batch 135/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 53 Batch 136/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.012 Epoch 53 Batch 137/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.010 Epoch 53 Batch 138/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.012 Epoch 53 Batch 139/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 53 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.012 Epoch 53 Batch 141/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 53 Batch 142/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.011 Epoch 53 Batch 143/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.011 Epoch 53 Batch 144/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 53 Batch 145/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 53 Batch 146/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 53 Batch 147/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.011 Epoch 53 Batch 148/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 53 Batch 149/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.013 Epoch 53 Batch 150/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 53 Batch 151/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.012 Epoch 53 Batch 152/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.010 Epoch 53 Batch 153/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 53 Batch 154/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.009 Epoch 53 Batch 155/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 53 Batch 156/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 53 Batch 157/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.008 Epoch 53 Batch 158/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 53 Batch 159/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 53 Batch 160/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.009 Epoch 53 Batch 161/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 53 Batch 162/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 53 Batch 163/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.011 Epoch 53 Batch 164/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 53 Batch 165/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 53 Batch 166/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 53 Batch 167/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 53 Batch 168/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 53 Batch 169/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.008 Epoch 53 Batch 170/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.012 Epoch 53 Batch 171/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 53 Batch 172/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.009 Epoch 53 Batch 173/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 53 Batch 174/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 53 Batch 175/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.014 Epoch 53 Batch 176/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.011 Epoch 53 Batch 177/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 53 Batch 178/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 53 Batch 179/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.007 Epoch 53 Batch 180/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 53 Batch 181/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.012 Epoch 53 Batch 182/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.009 Epoch 53 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.958, Loss: 0.006 Epoch 53 Batch 184/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.012 Epoch 53 Batch 185/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.008 Epoch 53 Batch 186/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.007 Epoch 53 Batch 187/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.009 Epoch 53 Batch 188/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.008 Epoch 53 Batch 189/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.007 Epoch 53 Batch 190/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 53 Batch 191/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 53 Batch 192/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.011 Epoch 53 Batch 193/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.008 Epoch 53 Batch 194/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 53 Batch 195/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.011 Epoch 53 Batch 196/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.012 Epoch 53 Batch 197/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 53 Batch 198/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.012 Epoch 53 Batch 199/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 53 Batch 200/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.011 Epoch 53 Batch 201/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 53 Batch 202/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 53 Batch 203/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.012 Epoch 53 Batch 204/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 53 Batch 205/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 53 Batch 206/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.013 Epoch 53 Batch 207/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 53 Batch 208/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 53 Batch 209/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.009 Epoch 53 Batch 210/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.009 Epoch 53 Batch 211/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 53 Batch 212/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.012 Epoch 53 Batch 213/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 53 Batch 214/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.012 Epoch 53 Batch 215/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.009 Epoch 53 Batch 216/269 - Train Accuracy: 0.962, Validation Accuracy: 0.964, Loss: 0.013 Epoch 53 Batch 217/269 - Train Accuracy: 0.960, Validation Accuracy: 0.968, Loss: 0.013 Epoch 53 Batch 218/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 53 Batch 219/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.011 Epoch 53 Batch 220/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.012 Epoch 53 Batch 221/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.010 Epoch 53 Batch 222/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.010 Epoch 53 Batch 223/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.010 Epoch 53 Batch 224/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.011 Epoch 53 Batch 225/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 53 Batch 226/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.010 Epoch 53 Batch 227/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.009 Epoch 53 Batch 228/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 53 Batch 229/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 53 Batch 230/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 53 Batch 231/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.009 Epoch 53 Batch 232/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.008 Epoch 53 Batch 233/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.010 Epoch 53 Batch 234/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 53 Batch 235/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.007 Epoch 53 Batch 236/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 53 Batch 237/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 53 Batch 238/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.013 Epoch 53 Batch 239/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.010 Epoch 53 Batch 240/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 53 Batch 241/269 - Train Accuracy: 0.960, Validation Accuracy: 0.963, Loss: 0.013 Epoch 53 Batch 242/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 53 Batch 243/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 53 Batch 244/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 53 Batch 245/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 53 Batch 246/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.012 Epoch 53 Batch 247/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.012 Epoch 53 Batch 248/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 53 Batch 249/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 53 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 53 Batch 251/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 53 Batch 252/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.007 Epoch 53 Batch 253/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 53 Batch 254/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.013 Epoch 53 Batch 255/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 53 Batch 256/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 53 Batch 257/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.012 Epoch 53 Batch 258/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 53 Batch 259/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 53 Batch 260/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 53 Batch 261/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 53 Batch 262/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.012 Epoch 53 Batch 263/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 53 Batch 264/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.012 Epoch 53 Batch 265/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 53 Batch 266/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 53 Batch 267/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 54 Batch 0/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 54 Batch 1/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 54 Batch 2/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.012 Epoch 54 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 54 Batch 4/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 54 Batch 5/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 54 Batch 6/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 54 Batch 7/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.011 Epoch 54 Batch 8/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.014 Epoch 54 Batch 9/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.010 Epoch 54 Batch 10/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 54 Batch 11/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.012 Epoch 54 Batch 12/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.012 Epoch 54 Batch 13/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.007 Epoch 54 Batch 14/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.010 Epoch 54 Batch 15/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.009 Epoch 54 Batch 16/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.011 Epoch 54 Batch 17/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.007 Epoch 54 Batch 18/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.012 Epoch 54 Batch 19/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.007 Epoch 54 Batch 20/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.010 Epoch 54 Batch 21/269 - Train Accuracy: 0.958, Validation Accuracy: 0.971, Loss: 0.012 Epoch 54 Batch 22/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.010 Epoch 54 Batch 23/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.015 Epoch 54 Batch 24/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.010 Epoch 54 Batch 25/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 54 Batch 26/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.010 Epoch 54 Batch 27/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.014 Epoch 54 Batch 28/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.008 Epoch 54 Batch 29/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.012 Epoch 54 Batch 30/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.012 Epoch 54 Batch 31/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.013 Epoch 54 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 54 Batch 33/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.011 Epoch 54 Batch 34/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 54 Batch 35/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.014 Epoch 54 Batch 36/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 54 Batch 37/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 54 Batch 38/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.009 Epoch 54 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 54 Batch 40/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.012 Epoch 54 Batch 41/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 54 Batch 42/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.011 Epoch 54 Batch 43/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 54 Batch 44/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 54 Batch 45/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.011 Epoch 54 Batch 46/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 54 Batch 47/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 54 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.012 Epoch 54 Batch 49/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 54 Batch 50/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.012 Epoch 54 Batch 51/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.015 Epoch 54 Batch 52/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.011 Epoch 54 Batch 53/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 54 Batch 54/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 54 Batch 55/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 54 Batch 56/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.013 Epoch 54 Batch 57/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.014 Epoch 54 Batch 58/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.014 Epoch 54 Batch 59/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.008 Epoch 54 Batch 60/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.015 Epoch 54 Batch 61/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.012 Epoch 54 Batch 62/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.012 Epoch 54 Batch 63/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.012 Epoch 54 Batch 64/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 54 Batch 65/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.011 Epoch 54 Batch 66/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.011 Epoch 54 Batch 67/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.012 Epoch 54 Batch 68/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 54 Batch 69/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.016 Epoch 54 Batch 70/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 54 Batch 71/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.015 Epoch 54 Batch 72/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.013 Epoch 54 Batch 73/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.010 Epoch 54 Batch 74/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 54 Batch 75/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.012 Epoch 54 Batch 76/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 54 Batch 77/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 54 Batch 78/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 54 Batch 79/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.012 Epoch 54 Batch 80/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.009 Epoch 54 Batch 81/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.013 Epoch 54 Batch 82/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 54 Batch 83/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.012 Epoch 54 Batch 84/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.011 Epoch 54 Batch 85/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 54 Batch 86/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 54 Batch 87/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.012 Epoch 54 Batch 88/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 54 Batch 89/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 54 Batch 90/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.012 Epoch 54 Batch 91/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.011 Epoch 54 Batch 92/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 54 Batch 93/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.009 Epoch 54 Batch 94/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.015 Epoch 54 Batch 95/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 54 Batch 96/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 54 Batch 97/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 54 Batch 98/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 54 Batch 99/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 54 Batch 100/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.011 Epoch 54 Batch 101/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.013 Epoch 54 Batch 102/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 54 Batch 103/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.011 Epoch 54 Batch 104/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 54 Batch 105/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 54 Batch 106/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.012 Epoch 54 Batch 107/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.008 Epoch 54 Batch 108/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.012 Epoch 54 Batch 109/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.010 Epoch 54 Batch 110/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 54 Batch 111/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 54 Batch 112/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 54 Batch 113/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.012 Epoch 54 Batch 114/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.013 Epoch 54 Batch 115/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 54 Batch 116/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 54 Batch 117/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 54 Batch 118/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.011 Epoch 54 Batch 119/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 54 Batch 120/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.013 Epoch 54 Batch 121/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 54 Batch 122/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.013 Epoch 54 Batch 123/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.013 Epoch 54 Batch 124/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.014 Epoch 54 Batch 125/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 54 Batch 126/269 - Train Accuracy: 0.962, Validation Accuracy: 0.968, Loss: 0.010 Epoch 54 Batch 127/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.013 Epoch 54 Batch 128/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 54 Batch 129/269 - Train Accuracy: 0.966, Validation Accuracy: 0.971, Loss: 0.012 Epoch 54 Batch 130/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.013 Epoch 54 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.010 Epoch 54 Batch 132/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.012 Epoch 54 Batch 133/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.009 Epoch 54 Batch 134/269 - Train Accuracy: 0.964, Validation Accuracy: 0.968, Loss: 0.012 Epoch 54 Batch 135/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.012 Epoch 54 Batch 136/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.012 Epoch 54 Batch 137/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.011 Epoch 54 Batch 138/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.010 Epoch 54 Batch 139/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.010 Epoch 54 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.012 Epoch 54 Batch 141/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.012 Epoch 54 Batch 142/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.011 Epoch 54 Batch 143/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.012 Epoch 54 Batch 144/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 54 Batch 145/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.008 Epoch 54 Batch 146/269 - Train Accuracy: 0.966, Validation Accuracy: 0.971, Loss: 0.012 Epoch 54 Batch 147/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.012 Epoch 54 Batch 148/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 54 Batch 149/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.012 Epoch 54 Batch 150/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.013 Epoch 54 Batch 151/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 54 Batch 152/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 54 Batch 153/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.011 Epoch 54 Batch 154/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.012 Epoch 54 Batch 155/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.012 Epoch 54 Batch 156/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 54 Batch 157/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 54 Batch 158/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 54 Batch 159/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 54 Batch 160/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.014 Epoch 54 Batch 161/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 54 Batch 162/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 54 Batch 163/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.012 Epoch 54 Batch 164/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.014 Epoch 54 Batch 165/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 54 Batch 166/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.010 Epoch 54 Batch 167/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.010 Epoch 54 Batch 168/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.014 Epoch 54 Batch 169/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.012 Epoch 54 Batch 170/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 54 Batch 171/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.013 Epoch 54 Batch 172/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.011 Epoch 54 Batch 173/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.009 Epoch 54 Batch 174/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.012 Epoch 54 Batch 175/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.013 Epoch 54 Batch 176/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.011 Epoch 54 Batch 177/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 54 Batch 178/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 54 Batch 179/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 54 Batch 180/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 54 Batch 181/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.013 Epoch 54 Batch 182/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 54 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 54 Batch 184/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 54 Batch 185/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.009 Epoch 54 Batch 186/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.007 Epoch 54 Batch 187/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 54 Batch 188/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.013 Epoch 54 Batch 189/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.010 Epoch 54 Batch 190/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 54 Batch 191/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 54 Batch 192/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.009 Epoch 54 Batch 193/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.008 Epoch 54 Batch 194/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.011 Epoch 54 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.007 Epoch 54 Batch 196/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.013 Epoch 54 Batch 197/269 - Train Accuracy: 0.980, Validation Accuracy: 0.956, Loss: 0.007 Epoch 54 Batch 198/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.011 Epoch 54 Batch 199/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 54 Batch 200/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.012 Epoch 54 Batch 201/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 54 Batch 202/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.012 Epoch 54 Batch 203/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.014 Epoch 54 Batch 204/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 54 Batch 205/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 54 Batch 206/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.012 Epoch 54 Batch 207/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 54 Batch 208/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 54 Batch 209/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.011 Epoch 54 Batch 210/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.012 Epoch 54 Batch 211/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.013 Epoch 54 Batch 212/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.015 Epoch 54 Batch 213/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 54 Batch 214/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 54 Batch 215/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.014 Epoch 54 Batch 216/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.013 Epoch 54 Batch 217/269 - Train Accuracy: 0.957, Validation Accuracy: 0.957, Loss: 0.012 Epoch 54 Batch 218/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.009 Epoch 54 Batch 219/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.011 Epoch 54 Batch 220/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.013 Epoch 54 Batch 221/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.014 Epoch 54 Batch 222/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 54 Batch 223/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 54 Batch 224/269 - Train Accuracy: 0.962, Validation Accuracy: 0.967, Loss: 0.014 Epoch 54 Batch 225/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 54 Batch 226/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.011 Epoch 54 Batch 227/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 54 Batch 228/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 54 Batch 229/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 54 Batch 230/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.010 Epoch 54 Batch 231/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.010 Epoch 54 Batch 232/269 - Train Accuracy: 0.964, Validation Accuracy: 0.969, Loss: 0.010 Epoch 54 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 54 Batch 234/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.009 Epoch 54 Batch 235/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 54 Batch 236/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 54 Batch 237/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 54 Batch 238/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 54 Batch 239/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 54 Batch 240/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 54 Batch 241/269 - Train Accuracy: 0.956, Validation Accuracy: 0.967, Loss: 0.015 Epoch 54 Batch 242/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 54 Batch 243/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.014 Epoch 54 Batch 244/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.012 Epoch 54 Batch 245/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.008 Epoch 54 Batch 246/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.012 Epoch 54 Batch 247/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.012 Epoch 54 Batch 248/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.009 Epoch 54 Batch 249/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 54 Batch 250/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.010 Epoch 54 Batch 251/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 54 Batch 252/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 54 Batch 253/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.010 Epoch 54 Batch 254/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.013 Epoch 54 Batch 255/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.012 Epoch 54 Batch 256/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 54 Batch 257/269 - Train Accuracy: 0.964, Validation Accuracy: 0.968, Loss: 0.012 Epoch 54 Batch 258/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.012 Epoch 54 Batch 259/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 54 Batch 260/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 54 Batch 261/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 54 Batch 262/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.011 Epoch 54 Batch 263/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.011 Epoch 54 Batch 264/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.011 Epoch 54 Batch 265/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 54 Batch 266/269 - Train Accuracy: 0.966, Validation Accuracy: 0.971, Loss: 0.010 Epoch 54 Batch 267/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 55 Batch 0/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 55 Batch 1/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.012 Epoch 55 Batch 2/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.014 Epoch 55 Batch 3/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 55 Batch 4/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.011 Epoch 55 Batch 5/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.009 Epoch 55 Batch 6/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.009 Epoch 55 Batch 7/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.011 Epoch 55 Batch 8/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.015 Epoch 55 Batch 9/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.015 Epoch 55 Batch 10/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 55 Batch 11/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.012 Epoch 55 Batch 12/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.012 Epoch 55 Batch 13/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.008 Epoch 55 Batch 14/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.009 Epoch 55 Batch 15/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 55 Batch 16/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.012 Epoch 55 Batch 17/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 55 Batch 18/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.011 Epoch 55 Batch 19/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 55 Batch 20/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 55 Batch 21/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.015 Epoch 55 Batch 22/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 55 Batch 23/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.014 Epoch 55 Batch 24/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 55 Batch 25/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.011 Epoch 55 Batch 26/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.008 Epoch 55 Batch 27/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.016 Epoch 55 Batch 28/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.009 Epoch 55 Batch 29/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.012 Epoch 55 Batch 30/269 - Train Accuracy: 0.962, Validation Accuracy: 0.966, Loss: 0.014 Epoch 55 Batch 31/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 55 Batch 32/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.010 Epoch 55 Batch 33/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 55 Batch 34/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 55 Batch 35/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.011 Epoch 55 Batch 36/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.012 Epoch 55 Batch 37/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.011 Epoch 55 Batch 38/269 - Train Accuracy: 0.965, Validation Accuracy: 0.973, Loss: 0.011 Epoch 55 Batch 39/269 - Train Accuracy: 0.974, Validation Accuracy: 0.973, Loss: 0.009 Epoch 55 Batch 40/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.011 Epoch 55 Batch 41/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 55 Batch 42/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 55 Batch 43/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 55 Batch 44/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.012 Epoch 55 Batch 45/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.012 Epoch 55 Batch 46/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 55 Batch 47/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.009 Epoch 55 Batch 48/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.009 Epoch 55 Batch 49/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 55 Batch 50/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.014 Epoch 55 Batch 51/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.013 Epoch 55 Batch 52/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 55 Batch 53/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.012 Epoch 55 Batch 54/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 55 Batch 55/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 55 Batch 56/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.013 Epoch 55 Batch 57/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.015 Epoch 55 Batch 58/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.011 Epoch 55 Batch 59/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 55 Batch 60/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 55 Batch 61/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.011 Epoch 55 Batch 62/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.012 Epoch 55 Batch 63/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.012 Epoch 55 Batch 64/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 55 Batch 65/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 55 Batch 66/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 55 Batch 67/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 55 Batch 68/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 55 Batch 69/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 55 Batch 70/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.011 Epoch 55 Batch 71/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.012 Epoch 55 Batch 72/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.012 Epoch 55 Batch 73/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.011 Epoch 55 Batch 74/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.009 Epoch 55 Batch 75/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.013 Epoch 55 Batch 76/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 55 Batch 77/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 55 Batch 78/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 55 Batch 79/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.012 Epoch 55 Batch 80/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.011 Epoch 55 Batch 81/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.011 Epoch 55 Batch 82/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.006 Epoch 55 Batch 83/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 55 Batch 84/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.008 Epoch 55 Batch 85/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 55 Batch 86/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.010 Epoch 55 Batch 87/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.011 Epoch 55 Batch 88/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.007 Epoch 55 Batch 89/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 55 Batch 90/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 55 Batch 91/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 55 Batch 92/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 55 Batch 93/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.008 Epoch 55 Batch 94/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.013 Epoch 55 Batch 95/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 55 Batch 96/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 55 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 55 Batch 98/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 55 Batch 99/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 55 Batch 100/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 55 Batch 101/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.013 Epoch 55 Batch 102/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.007 Epoch 55 Batch 103/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.010 Epoch 55 Batch 104/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 55 Batch 105/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 55 Batch 106/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 55 Batch 107/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 55 Batch 108/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 55 Batch 109/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.010 Epoch 55 Batch 110/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 55 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.010 Epoch 55 Batch 112/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 55 Batch 113/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.010 Epoch 55 Batch 114/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.013 Epoch 55 Batch 115/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.010 Epoch 55 Batch 116/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.008 Epoch 55 Batch 117/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.010 Epoch 55 Batch 118/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.014 Epoch 55 Batch 119/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 55 Batch 120/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 55 Batch 121/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 55 Batch 122/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.012 Epoch 55 Batch 123/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.010 Epoch 55 Batch 124/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 55 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 55 Batch 126/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.010 Epoch 55 Batch 127/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 55 Batch 128/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 55 Batch 129/269 - Train Accuracy: 0.963, Validation Accuracy: 0.971, Loss: 0.012 Epoch 55 Batch 130/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.011 Epoch 55 Batch 131/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.012 Epoch 55 Batch 132/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.012 Epoch 55 Batch 133/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 55 Batch 134/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 55 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 55 Batch 136/269 - Train Accuracy: 0.959, Validation Accuracy: 0.963, Loss: 0.014 Epoch 55 Batch 137/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 55 Batch 138/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 55 Batch 139/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 55 Batch 140/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 55 Batch 141/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.012 Epoch 55 Batch 142/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.017 Epoch 55 Batch 143/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.012 Epoch 55 Batch 144/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 55 Batch 145/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 55 Batch 146/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 55 Batch 147/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 55 Batch 148/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 55 Batch 149/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 55 Batch 150/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 55 Batch 151/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 55 Batch 152/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 55 Batch 153/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.008 Epoch 55 Batch 154/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 55 Batch 155/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.012 Epoch 55 Batch 156/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 55 Batch 157/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 55 Batch 158/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.012 Epoch 55 Batch 159/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.010 Epoch 55 Batch 160/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 55 Batch 161/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 55 Batch 162/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 55 Batch 163/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.009 Epoch 55 Batch 164/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 55 Batch 165/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.012 Epoch 55 Batch 166/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.010 Epoch 55 Batch 167/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 55 Batch 168/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.012 Epoch 55 Batch 169/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.009 Epoch 55 Batch 170/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.012 Epoch 55 Batch 171/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 55 Batch 172/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.011 Epoch 55 Batch 173/269 - Train Accuracy: 0.964, Validation Accuracy: 0.969, Loss: 0.010 Epoch 55 Batch 174/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 55 Batch 175/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.014 Epoch 55 Batch 176/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 55 Batch 177/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 55 Batch 178/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 55 Batch 179/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 55 Batch 180/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 55 Batch 181/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 55 Batch 182/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 55 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 55 Batch 184/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.013 Epoch 55 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 55 Batch 186/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.008 Epoch 55 Batch 187/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.014 Epoch 55 Batch 188/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.008 Epoch 55 Batch 189/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.008 Epoch 55 Batch 190/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 55 Batch 191/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.010 Epoch 55 Batch 192/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 55 Batch 193/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 55 Batch 194/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 55 Batch 195/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.009 Epoch 55 Batch 196/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 55 Batch 197/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.008 Epoch 55 Batch 198/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.008 Epoch 55 Batch 199/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 55 Batch 200/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.009 Epoch 55 Batch 201/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 55 Batch 202/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 55 Batch 203/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.012 Epoch 55 Batch 204/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 55 Batch 205/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 55 Batch 206/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 55 Batch 207/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.009 Epoch 55 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 55 Batch 209/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 55 Batch 210/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.009 Epoch 55 Batch 211/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 55 Batch 212/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 55 Batch 213/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 55 Batch 214/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 55 Batch 215/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.012 Epoch 55 Batch 216/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.013 Epoch 55 Batch 217/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.012 Epoch 55 Batch 218/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 55 Batch 219/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 55 Batch 220/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.011 Epoch 55 Batch 221/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 55 Batch 222/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 55 Batch 223/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 55 Batch 224/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.012 Epoch 55 Batch 225/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 55 Batch 226/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 55 Batch 227/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 55 Batch 228/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.007 Epoch 55 Batch 229/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 55 Batch 230/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 55 Batch 231/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 55 Batch 232/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 55 Batch 233/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.007 Epoch 55 Batch 234/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.009 Epoch 55 Batch 235/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.006 Epoch 55 Batch 236/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.010 Epoch 55 Batch 237/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.011 Epoch 55 Batch 238/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.008 Epoch 55 Batch 239/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.009 Epoch 55 Batch 240/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.009 Epoch 55 Batch 241/269 - Train Accuracy: 0.959, Validation Accuracy: 0.969, Loss: 0.012 Epoch 55 Batch 242/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 55 Batch 243/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 55 Batch 244/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 55 Batch 245/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 55 Batch 246/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.011 Epoch 55 Batch 247/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.011 Epoch 55 Batch 248/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 55 Batch 249/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 55 Batch 250/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 55 Batch 251/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 55 Batch 252/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 55 Batch 253/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.010 Epoch 55 Batch 254/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 55 Batch 255/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 55 Batch 256/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 55 Batch 257/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.012 Epoch 55 Batch 258/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 55 Batch 259/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 55 Batch 260/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 55 Batch 261/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.007 Epoch 55 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 55 Batch 263/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.011 Epoch 55 Batch 264/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.011 Epoch 55 Batch 265/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 55 Batch 266/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 55 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 56 Batch 0/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 56 Batch 1/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 56 Batch 2/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 56 Batch 3/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.012 Epoch 56 Batch 4/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 56 Batch 5/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 56 Batch 6/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 56 Batch 7/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.009 Epoch 56 Batch 8/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 56 Batch 9/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 56 Batch 10/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 56 Batch 11/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 56 Batch 12/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 56 Batch 13/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 56 Batch 14/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.008 Epoch 56 Batch 15/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.006 Epoch 56 Batch 16/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.011 Epoch 56 Batch 17/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.007 Epoch 56 Batch 18/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 56 Batch 19/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 56 Batch 20/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 56 Batch 21/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 56 Batch 22/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 56 Batch 23/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.012 Epoch 56 Batch 24/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 56 Batch 25/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 56 Batch 26/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 56 Batch 27/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 56 Batch 28/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.009 Epoch 56 Batch 29/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 56 Batch 30/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.008 Epoch 56 Batch 31/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 56 Batch 32/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.005 Epoch 56 Batch 33/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 56 Batch 34/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 56 Batch 35/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.011 Epoch 56 Batch 36/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.009 Epoch 56 Batch 37/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.007 Epoch 56 Batch 38/269 - Train Accuracy: 0.967, Validation Accuracy: 0.972, Loss: 0.010 Epoch 56 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 56 Batch 40/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 56 Batch 41/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 56 Batch 42/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 56 Batch 43/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.009 Epoch 56 Batch 44/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 56 Batch 45/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 56 Batch 46/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.007 Epoch 56 Batch 47/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 56 Batch 48/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 56 Batch 49/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.011 Epoch 56 Batch 50/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.011 Epoch 56 Batch 51/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.009 Epoch 56 Batch 52/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.008 Epoch 56 Batch 53/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.009 Epoch 56 Batch 54/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 56 Batch 55/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 56 Batch 56/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.009 Epoch 56 Batch 57/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.014 Epoch 56 Batch 58/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 56 Batch 59/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 56 Batch 60/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 56 Batch 61/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.008 Epoch 56 Batch 62/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 56 Batch 63/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.011 Epoch 56 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.008 Epoch 56 Batch 65/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 56 Batch 66/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 56 Batch 67/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 56 Batch 68/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.009 Epoch 56 Batch 69/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.009 Epoch 56 Batch 70/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 56 Batch 71/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.013 Epoch 56 Batch 72/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.011 Epoch 56 Batch 73/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 56 Batch 74/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.009 Epoch 56 Batch 75/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.011 Epoch 56 Batch 76/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 56 Batch 77/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.011 Epoch 56 Batch 78/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.008 Epoch 56 Batch 79/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.010 Epoch 56 Batch 80/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.007 Epoch 56 Batch 81/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 56 Batch 82/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.008 Epoch 56 Batch 83/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.012 Epoch 56 Batch 84/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 56 Batch 85/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 56 Batch 86/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 56 Batch 87/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.010 Epoch 56 Batch 88/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 56 Batch 89/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.007 Epoch 56 Batch 90/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.008 Epoch 56 Batch 91/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 56 Batch 92/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 56 Batch 93/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.008 Epoch 56 Batch 94/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.012 Epoch 56 Batch 95/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 56 Batch 96/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.008 Epoch 56 Batch 97/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 56 Batch 98/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.010 Epoch 56 Batch 99/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.008 Epoch 56 Batch 100/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 56 Batch 101/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.012 Epoch 56 Batch 102/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.007 Epoch 56 Batch 103/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 56 Batch 104/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 56 Batch 105/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 56 Batch 106/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 56 Batch 107/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.007 Epoch 56 Batch 108/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 56 Batch 109/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 56 Batch 110/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 56 Batch 111/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 56 Batch 112/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 56 Batch 113/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 56 Batch 114/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.008 Epoch 56 Batch 115/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 56 Batch 116/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.006 Epoch 56 Batch 117/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.008 Epoch 56 Batch 118/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 56 Batch 119/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.011 Epoch 56 Batch 120/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 56 Batch 121/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 56 Batch 122/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 56 Batch 123/269 - Train Accuracy: 0.966, Validation Accuracy: 0.971, Loss: 0.010 Epoch 56 Batch 124/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.010 Epoch 56 Batch 125/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.009 Epoch 56 Batch 126/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.010 Epoch 56 Batch 127/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.008 Epoch 56 Batch 128/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.007 Epoch 56 Batch 129/269 - Train Accuracy: 0.966, Validation Accuracy: 0.972, Loss: 0.011 Epoch 56 Batch 130/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.013 Epoch 56 Batch 131/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.009 Epoch 56 Batch 132/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 56 Batch 133/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 56 Batch 134/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 56 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 56 Batch 136/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.010 Epoch 56 Batch 137/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 56 Batch 138/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 56 Batch 139/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 56 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 56 Batch 141/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.008 Epoch 56 Batch 142/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 56 Batch 143/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.010 Epoch 56 Batch 144/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 56 Batch 145/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 56 Batch 146/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 56 Batch 147/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 56 Batch 148/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 56 Batch 149/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 56 Batch 150/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 56 Batch 151/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.011 Epoch 56 Batch 152/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 56 Batch 153/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 56 Batch 154/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 56 Batch 155/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 56 Batch 156/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 56 Batch 157/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.010 Epoch 56 Batch 158/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 56 Batch 159/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 56 Batch 160/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 56 Batch 161/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 56 Batch 162/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 56 Batch 163/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.010 Epoch 56 Batch 164/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 56 Batch 165/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 56 Batch 166/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.009 Epoch 56 Batch 167/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.011 Epoch 56 Batch 168/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.015 Epoch 56 Batch 169/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 56 Batch 170/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.013 Epoch 56 Batch 171/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 56 Batch 172/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 56 Batch 173/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 56 Batch 174/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 56 Batch 175/269 - Train Accuracy: 0.965, Validation Accuracy: 0.971, Loss: 0.014 Epoch 56 Batch 176/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 56 Batch 177/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 56 Batch 178/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 56 Batch 179/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.009 Epoch 56 Batch 180/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 56 Batch 181/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.013 Epoch 56 Batch 182/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 56 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 56 Batch 184/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.008 Epoch 56 Batch 185/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 56 Batch 186/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 56 Batch 187/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 56 Batch 188/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.008 Epoch 56 Batch 189/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.008 Epoch 56 Batch 190/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.008 Epoch 56 Batch 191/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 56 Batch 192/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 56 Batch 193/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 56 Batch 194/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 56 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 56 Batch 196/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 56 Batch 197/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.010 Epoch 56 Batch 198/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 56 Batch 199/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 56 Batch 200/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.008 Epoch 56 Batch 201/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 56 Batch 202/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 56 Batch 203/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 56 Batch 204/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.008 Epoch 56 Batch 205/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 56 Batch 206/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 56 Batch 207/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 56 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 56 Batch 209/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 56 Batch 210/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.013 Epoch 56 Batch 211/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.011 Epoch 56 Batch 212/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 56 Batch 213/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.006 Epoch 56 Batch 214/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 56 Batch 215/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.010 Epoch 56 Batch 216/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.012 Epoch 56 Batch 217/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.014 Epoch 56 Batch 218/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.006 Epoch 56 Batch 219/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 56 Batch 220/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.010 Epoch 56 Batch 221/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.009 Epoch 56 Batch 222/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.009 Epoch 56 Batch 223/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.007 Epoch 56 Batch 224/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.013 Epoch 56 Batch 225/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 56 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.009 Epoch 56 Batch 227/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 56 Batch 228/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.007 Epoch 56 Batch 229/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 56 Batch 230/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 56 Batch 231/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 56 Batch 232/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 56 Batch 233/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.007 Epoch 56 Batch 234/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 56 Batch 235/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.008 Epoch 56 Batch 236/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.010 Epoch 56 Batch 237/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.011 Epoch 56 Batch 238/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.010 Epoch 56 Batch 239/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 56 Batch 240/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 56 Batch 241/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.012 Epoch 56 Batch 242/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.011 Epoch 56 Batch 243/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 56 Batch 244/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 56 Batch 245/269 - Train Accuracy: 0.961, Validation Accuracy: 0.966, Loss: 0.010 Epoch 56 Batch 246/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 56 Batch 247/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.013 Epoch 56 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 56 Batch 249/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 56 Batch 250/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 56 Batch 251/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 56 Batch 252/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 56 Batch 253/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 56 Batch 254/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 56 Batch 255/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 56 Batch 256/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.007 Epoch 56 Batch 257/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 56 Batch 258/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 56 Batch 259/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 56 Batch 260/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 56 Batch 261/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 56 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 56 Batch 263/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 56 Batch 264/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.009 Epoch 56 Batch 265/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 56 Batch 266/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 56 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 57 Batch 0/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 57 Batch 1/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 57 Batch 2/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 57 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 57 Batch 4/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 57 Batch 5/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.010 Epoch 57 Batch 6/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 57 Batch 7/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 57 Batch 8/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 9/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 57 Batch 10/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.010 Epoch 57 Batch 11/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.012 Epoch 57 Batch 12/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 57 Batch 13/269 - Train Accuracy: 0.982, Validation Accuracy: 0.961, Loss: 0.007 Epoch 57 Batch 14/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.007 Epoch 57 Batch 15/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.008 Epoch 57 Batch 16/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.012 Epoch 57 Batch 17/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.010 Epoch 57 Batch 18/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.009 Epoch 57 Batch 19/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.008 Epoch 57 Batch 20/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.010 Epoch 57 Batch 21/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.012 Epoch 57 Batch 22/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 57 Batch 23/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.011 Epoch 57 Batch 24/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 57 Batch 25/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 57 Batch 26/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.011 Epoch 57 Batch 27/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 57 Batch 28/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.010 Epoch 57 Batch 29/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.008 Epoch 57 Batch 30/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 31/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 57 Batch 32/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 57 Batch 33/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 57 Batch 34/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 57 Batch 35/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.013 Epoch 57 Batch 36/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 57 Batch 37/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.009 Epoch 57 Batch 38/269 - Train Accuracy: 0.965, Validation Accuracy: 0.970, Loss: 0.009 Epoch 57 Batch 39/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 57 Batch 40/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.009 Epoch 57 Batch 41/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 57 Batch 42/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 57 Batch 43/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.009 Epoch 57 Batch 44/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 57 Batch 45/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.011 Epoch 57 Batch 46/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 57 Batch 47/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 57 Batch 48/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 57 Batch 49/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 57 Batch 50/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.012 Epoch 57 Batch 51/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 57 Batch 52/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 57 Batch 53/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 57 Batch 54/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 57 Batch 55/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.013 Epoch 57 Batch 56/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.008 Epoch 57 Batch 57/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.012 Epoch 57 Batch 58/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 57 Batch 59/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.009 Epoch 57 Batch 60/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.009 Epoch 57 Batch 61/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.010 Epoch 57 Batch 62/269 - Train Accuracy: 0.969, Validation Accuracy: 0.972, Loss: 0.010 Epoch 57 Batch 63/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.011 Epoch 57 Batch 64/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.008 Epoch 57 Batch 65/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.008 Epoch 57 Batch 66/269 - Train Accuracy: 0.970, Validation Accuracy: 0.972, Loss: 0.011 Epoch 57 Batch 67/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 57 Batch 68/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 57 Batch 69/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.011 Epoch 57 Batch 70/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.011 Epoch 57 Batch 71/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.012 Epoch 57 Batch 72/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.011 Epoch 57 Batch 73/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 57 Batch 74/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 57 Batch 75/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 76/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 77/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 57 Batch 78/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 57 Batch 79/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.008 Epoch 57 Batch 80/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.009 Epoch 57 Batch 81/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.012 Epoch 57 Batch 82/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.007 Epoch 57 Batch 83/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.012 Epoch 57 Batch 84/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 57 Batch 85/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.012 Epoch 57 Batch 86/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 57 Batch 87/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 57 Batch 88/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 57 Batch 89/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.009 Epoch 57 Batch 90/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.009 Epoch 57 Batch 91/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 57 Batch 92/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 57 Batch 93/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 57 Batch 94/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 57 Batch 95/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 57 Batch 96/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 57 Batch 98/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 57 Batch 99/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 57 Batch 100/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 101/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.015 Epoch 57 Batch 102/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 57 Batch 103/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 57 Batch 104/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 105/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 57 Batch 106/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.010 Epoch 57 Batch 107/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.010 Epoch 57 Batch 108/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.011 Epoch 57 Batch 109/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.012 Epoch 57 Batch 110/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 57 Batch 111/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.006 Epoch 57 Batch 112/269 - Train Accuracy: 0.964, Validation Accuracy: 0.971, Loss: 0.008 Epoch 57 Batch 113/269 - Train Accuracy: 0.966, Validation Accuracy: 0.971, Loss: 0.011 Epoch 57 Batch 114/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 57 Batch 115/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 57 Batch 116/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 57 Batch 117/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 57 Batch 118/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 57 Batch 119/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.015 Epoch 57 Batch 120/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 57 Batch 121/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 122/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 57 Batch 123/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.010 Epoch 57 Batch 124/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.009 Epoch 57 Batch 125/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 57 Batch 126/269 - Train Accuracy: 0.966, Validation Accuracy: 0.970, Loss: 0.012 Epoch 57 Batch 127/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.007 Epoch 57 Batch 128/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 57 Batch 129/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 57 Batch 130/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.010 Epoch 57 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 57 Batch 132/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.010 Epoch 57 Batch 133/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 57 Batch 134/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 57 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 57 Batch 136/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 57 Batch 137/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.010 Epoch 57 Batch 138/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.007 Epoch 57 Batch 139/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.008 Epoch 57 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.010 Epoch 57 Batch 141/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.010 Epoch 57 Batch 142/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.012 Epoch 57 Batch 143/269 - Train Accuracy: 0.967, Validation Accuracy: 0.972, Loss: 0.009 Epoch 57 Batch 144/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.007 Epoch 57 Batch 145/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.007 Epoch 57 Batch 146/269 - Train Accuracy: 0.970, Validation Accuracy: 0.972, Loss: 0.008 Epoch 57 Batch 147/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.008 Epoch 57 Batch 148/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.010 Epoch 57 Batch 149/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 57 Batch 150/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.012 Epoch 57 Batch 151/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 57 Batch 152/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 57 Batch 153/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 57 Batch 154/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 57 Batch 155/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.009 Epoch 57 Batch 156/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 57 Batch 157/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 57 Batch 158/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 57 Batch 159/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.010 Epoch 57 Batch 160/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 57 Batch 161/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 57 Batch 162/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.010 Epoch 57 Batch 163/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.008 Epoch 57 Batch 164/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 57 Batch 165/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 166/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.010 Epoch 57 Batch 167/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 168/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.009 Epoch 57 Batch 169/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.007 Epoch 57 Batch 170/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 57 Batch 171/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.010 Epoch 57 Batch 172/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.010 Epoch 57 Batch 173/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 57 Batch 174/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 57 Batch 175/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 57 Batch 176/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 57 Batch 177/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 57 Batch 178/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 57 Batch 179/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 57 Batch 180/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 57 Batch 181/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 57 Batch 182/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 57 Batch 183/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 57 Batch 184/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.011 Epoch 57 Batch 185/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.010 Epoch 57 Batch 186/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.009 Epoch 57 Batch 187/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 57 Batch 188/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.010 Epoch 57 Batch 189/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 57 Batch 190/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 57 Batch 191/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 57 Batch 192/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 57 Batch 193/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 194/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 57 Batch 195/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.010 Epoch 57 Batch 196/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.012 Epoch 57 Batch 197/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.009 Epoch 57 Batch 198/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.009 Epoch 57 Batch 199/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 57 Batch 200/269 - Train Accuracy: 0.985, Validation Accuracy: 0.961, Loss: 0.006 Epoch 57 Batch 201/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.010 Epoch 57 Batch 202/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.011 Epoch 57 Batch 203/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 57 Batch 204/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.007 Epoch 57 Batch 205/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 57 Batch 206/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.012 Epoch 57 Batch 207/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 57 Batch 208/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 57 Batch 209/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 57 Batch 210/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 211/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.012 Epoch 57 Batch 212/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.012 Epoch 57 Batch 213/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 214/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 57 Batch 215/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.011 Epoch 57 Batch 216/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.014 Epoch 57 Batch 217/269 - Train Accuracy: 0.961, Validation Accuracy: 0.967, Loss: 0.013 Epoch 57 Batch 218/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.008 Epoch 57 Batch 219/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.010 Epoch 57 Batch 220/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 57 Batch 221/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 57 Batch 222/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 57 Batch 223/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 57 Batch 224/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 57 Batch 225/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 57 Batch 226/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 57 Batch 227/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 57 Batch 228/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 57 Batch 229/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 57 Batch 230/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 57 Batch 231/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.011 Epoch 57 Batch 232/269 - Train Accuracy: 0.968, Validation Accuracy: 0.972, Loss: 0.010 Epoch 57 Batch 233/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.008 Epoch 57 Batch 234/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.009 Epoch 57 Batch 235/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.005 Epoch 57 Batch 236/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 57 Batch 237/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 57 Batch 238/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 57 Batch 239/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 57 Batch 240/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 57 Batch 241/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.011 Epoch 57 Batch 242/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 57 Batch 243/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 57 Batch 244/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 245/269 - Train Accuracy: 0.964, Validation Accuracy: 0.969, Loss: 0.010 Epoch 57 Batch 246/269 - Train Accuracy: 0.965, Validation Accuracy: 0.969, Loss: 0.011 Epoch 57 Batch 247/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 57 Batch 248/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 57 Batch 249/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 57 Batch 250/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 57 Batch 251/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 57 Batch 252/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 57 Batch 253/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.009 Epoch 57 Batch 254/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.011 Epoch 57 Batch 255/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 256/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 57 Batch 257/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.013 Epoch 57 Batch 258/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 57 Batch 259/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 57 Batch 260/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 57 Batch 261/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 57 Batch 262/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 57 Batch 263/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 57 Batch 264/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 57 Batch 265/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 57 Batch 266/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 57 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 58 Batch 0/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 58 Batch 1/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 58 Batch 2/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 58 Batch 3/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.007 Epoch 58 Batch 4/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.009 Epoch 58 Batch 5/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.008 Epoch 58 Batch 6/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 58 Batch 7/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.011 Epoch 58 Batch 8/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.009 Epoch 58 Batch 9/269 - Train Accuracy: 0.967, Validation Accuracy: 0.972, Loss: 0.010 Epoch 58 Batch 10/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.008 Epoch 58 Batch 11/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.010 Epoch 58 Batch 12/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.012 Epoch 58 Batch 13/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.007 Epoch 58 Batch 14/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 58 Batch 15/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.006 Epoch 58 Batch 16/269 - Train Accuracy: 0.964, Validation Accuracy: 0.969, Loss: 0.013 Epoch 58 Batch 17/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 58 Batch 18/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 58 Batch 19/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 58 Batch 20/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 58 Batch 21/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.012 Epoch 58 Batch 22/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 58 Batch 23/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.011 Epoch 58 Batch 24/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 58 Batch 25/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 58 Batch 26/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 58 Batch 27/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 58 Batch 28/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 58 Batch 29/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 58 Batch 30/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.009 Epoch 58 Batch 31/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 58 Batch 32/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 58 Batch 33/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.011 Epoch 58 Batch 34/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 58 Batch 35/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.013 Epoch 58 Batch 36/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 58 Batch 37/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 58 Batch 38/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.010 Epoch 58 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 58 Batch 40/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 58 Batch 41/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 58 Batch 42/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.007 Epoch 58 Batch 43/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 58 Batch 44/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 58 Batch 45/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 58 Batch 46/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 58 Batch 47/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 58 Batch 48/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 58 Batch 49/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 58 Batch 50/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.011 Epoch 58 Batch 51/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.012 Epoch 58 Batch 52/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 58 Batch 53/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.009 Epoch 58 Batch 54/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.009 Epoch 58 Batch 55/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 58 Batch 56/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.011 Epoch 58 Batch 57/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 58 Batch 58/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.010 Epoch 58 Batch 59/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.005 Epoch 58 Batch 60/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.011 Epoch 58 Batch 61/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 58 Batch 62/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 58 Batch 63/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.011 Epoch 58 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.009 Epoch 58 Batch 65/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.008 Epoch 58 Batch 66/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 58 Batch 67/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 58 Batch 68/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.009 Epoch 58 Batch 69/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.013 Epoch 58 Batch 70/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.011 Epoch 58 Batch 71/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 58 Batch 72/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 58 Batch 73/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 58 Batch 74/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.007 Epoch 58 Batch 75/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.011 Epoch 58 Batch 76/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 58 Batch 77/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.008 Epoch 58 Batch 78/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 58 Batch 79/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.010 Epoch 58 Batch 80/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 58 Batch 81/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 58 Batch 82/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 58 Batch 83/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.012 Epoch 58 Batch 84/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 58 Batch 85/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 58 Batch 86/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.007 Epoch 58 Batch 87/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 58 Batch 88/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.009 Epoch 58 Batch 89/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.009 Epoch 58 Batch 90/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 58 Batch 91/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.008 Epoch 58 Batch 92/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.006 Epoch 58 Batch 93/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.007 Epoch 58 Batch 94/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 58 Batch 95/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.008 Epoch 58 Batch 96/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.010 Epoch 58 Batch 97/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.009 Epoch 58 Batch 98/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.009 Epoch 58 Batch 99/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.007 Epoch 58 Batch 100/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 58 Batch 101/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 58 Batch 102/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 58 Batch 103/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 58 Batch 104/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 58 Batch 105/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 58 Batch 106/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 58 Batch 107/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 58 Batch 108/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.007 Epoch 58 Batch 109/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 58 Batch 110/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.007 Epoch 58 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.009 Epoch 58 Batch 112/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 58 Batch 113/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.010 Epoch 58 Batch 114/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 58 Batch 115/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 58 Batch 116/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.007 Epoch 58 Batch 117/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.007 Epoch 58 Batch 118/269 - Train Accuracy: 0.981, Validation Accuracy: 0.961, Loss: 0.008 Epoch 58 Batch 119/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 58 Batch 120/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.009 Epoch 58 Batch 121/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.006 Epoch 58 Batch 122/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.010 Epoch 58 Batch 123/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 58 Batch 124/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 58 Batch 125/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 58 Batch 126/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 58 Batch 127/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 58 Batch 128/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 58 Batch 129/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 58 Batch 130/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 58 Batch 131/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.011 Epoch 58 Batch 132/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.011 Epoch 58 Batch 133/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 58 Batch 134/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 58 Batch 135/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 58 Batch 136/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 58 Batch 137/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 58 Batch 138/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.007 Epoch 58 Batch 139/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 58 Batch 140/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 58 Batch 141/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.009 Epoch 58 Batch 142/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 58 Batch 143/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 58 Batch 144/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 58 Batch 145/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.009 Epoch 58 Batch 146/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.007 Epoch 58 Batch 147/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 58 Batch 148/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 58 Batch 149/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 58 Batch 150/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.013 Epoch 58 Batch 151/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.012 Epoch 58 Batch 152/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 58 Batch 153/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 58 Batch 154/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 58 Batch 155/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.010 Epoch 58 Batch 156/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.010 Epoch 58 Batch 157/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.009 Epoch 58 Batch 158/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 58 Batch 159/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 58 Batch 160/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 58 Batch 161/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 58 Batch 162/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.008 Epoch 58 Batch 163/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.010 Epoch 58 Batch 164/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 58 Batch 165/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 58 Batch 166/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 58 Batch 167/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 58 Batch 168/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 58 Batch 169/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 58 Batch 170/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 58 Batch 171/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.011 Epoch 58 Batch 172/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 58 Batch 173/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.011 Epoch 58 Batch 174/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 58 Batch 175/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.013 Epoch 58 Batch 176/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 58 Batch 177/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 58 Batch 178/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 58 Batch 179/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 58 Batch 180/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 58 Batch 181/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 58 Batch 182/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 58 Batch 183/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 58 Batch 184/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.013 Epoch 58 Batch 185/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 58 Batch 186/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.009 Epoch 58 Batch 187/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 58 Batch 188/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 58 Batch 189/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.009 Epoch 58 Batch 190/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 58 Batch 191/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 58 Batch 192/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 58 Batch 193/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 58 Batch 194/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 58 Batch 195/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 58 Batch 196/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 58 Batch 197/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 58 Batch 198/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 58 Batch 199/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 58 Batch 200/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 58 Batch 201/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 58 Batch 202/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.012 Epoch 58 Batch 203/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 58 Batch 204/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.011 Epoch 58 Batch 205/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 58 Batch 206/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.011 Epoch 58 Batch 207/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.012 Epoch 58 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 58 Batch 209/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 58 Batch 210/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.009 Epoch 58 Batch 211/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.013 Epoch 58 Batch 212/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.014 Epoch 58 Batch 213/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 58 Batch 214/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 58 Batch 215/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 58 Batch 216/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.015 Epoch 58 Batch 217/269 - Train Accuracy: 0.962, Validation Accuracy: 0.965, Loss: 0.014 Epoch 58 Batch 218/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.009 Epoch 58 Batch 219/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 58 Batch 220/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 58 Batch 221/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 58 Batch 222/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 58 Batch 223/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 58 Batch 224/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 58 Batch 225/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 58 Batch 226/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 58 Batch 227/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 58 Batch 228/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.010 Epoch 58 Batch 229/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.010 Epoch 58 Batch 230/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.009 Epoch 58 Batch 231/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.013 Epoch 58 Batch 232/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.014 Epoch 58 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.958, Loss: 0.011 Epoch 58 Batch 234/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 58 Batch 235/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 58 Batch 236/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 58 Batch 237/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 58 Batch 238/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 58 Batch 239/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.016 Epoch 58 Batch 240/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.013 Epoch 58 Batch 241/269 - Train Accuracy: 0.957, Validation Accuracy: 0.963, Loss: 0.013 Epoch 58 Batch 242/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 58 Batch 243/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 58 Batch 244/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.011 Epoch 58 Batch 245/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.010 Epoch 58 Batch 246/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.010 Epoch 58 Batch 247/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 58 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 58 Batch 249/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 58 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.012 Epoch 58 Batch 251/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 58 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 58 Batch 253/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 58 Batch 254/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.013 Epoch 58 Batch 255/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 58 Batch 256/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 58 Batch 257/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.013 Epoch 58 Batch 258/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 58 Batch 259/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.011 Epoch 58 Batch 260/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.011 Epoch 58 Batch 261/269 - Train Accuracy: 0.978, Validation Accuracy: 0.954, Loss: 0.007 Epoch 58 Batch 262/269 - Train Accuracy: 0.974, Validation Accuracy: 0.956, Loss: 0.008 Epoch 58 Batch 263/269 - Train Accuracy: 0.975, Validation Accuracy: 0.955, Loss: 0.011 Epoch 58 Batch 264/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.009 Epoch 58 Batch 265/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 58 Batch 266/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 58 Batch 267/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 59 Batch 0/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 59 Batch 1/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 59 Batch 2/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.012 Epoch 59 Batch 3/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 59 Batch 4/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.013 Epoch 59 Batch 5/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 59 Batch 6/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 59 Batch 7/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 59 Batch 8/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 59 Batch 9/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 59 Batch 10/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 59 Batch 11/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.013 Epoch 59 Batch 12/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.012 Epoch 59 Batch 13/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.011 Epoch 59 Batch 14/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 59 Batch 15/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 59 Batch 16/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.016 Epoch 59 Batch 17/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 59 Batch 18/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.013 Epoch 59 Batch 19/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.010 Epoch 59 Batch 20/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.011 Epoch 59 Batch 21/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.011 Epoch 59 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 59 Batch 23/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 59 Batch 24/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 59 Batch 25/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 59 Batch 26/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.008 Epoch 59 Batch 27/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 59 Batch 28/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 59 Batch 29/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 59 Batch 30/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.010 Epoch 59 Batch 31/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 59 Batch 32/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.006 Epoch 59 Batch 33/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 59 Batch 34/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 59 Batch 35/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.013 Epoch 59 Batch 36/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 59 Batch 37/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.011 Epoch 59 Batch 38/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.009 Epoch 59 Batch 39/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.006 Epoch 59 Batch 40/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 59 Batch 41/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 59 Batch 42/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 59 Batch 43/269 - Train Accuracy: 0.969, Validation Accuracy: 0.972, Loss: 0.009 Epoch 59 Batch 44/269 - Train Accuracy: 0.972, Validation Accuracy: 0.974, Loss: 0.010 Epoch 59 Batch 45/269 - Train Accuracy: 0.968, Validation Accuracy: 0.972, Loss: 0.011 Epoch 59 Batch 46/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 59 Batch 47/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 59 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.012 Epoch 59 Batch 49/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 59 Batch 50/269 - Train Accuracy: 0.961, Validation Accuracy: 0.968, Loss: 0.011 Epoch 59 Batch 51/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.011 Epoch 59 Batch 52/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 59 Batch 53/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 59 Batch 54/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.010 Epoch 59 Batch 55/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 59 Batch 56/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 59 Batch 57/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.011 Epoch 59 Batch 58/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 59 Batch 59/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.008 Epoch 59 Batch 60/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 59 Batch 61/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 59 Batch 62/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 59 Batch 63/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 59 Batch 64/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 59 Batch 65/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 59 Batch 66/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 59 Batch 67/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 59 Batch 68/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 59 Batch 69/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.011 Epoch 59 Batch 70/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.011 Epoch 59 Batch 71/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 59 Batch 72/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.012 Epoch 59 Batch 73/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.008 Epoch 59 Batch 74/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 59 Batch 75/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.010 Epoch 59 Batch 76/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.007 Epoch 59 Batch 77/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 59 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 59 Batch 79/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.012 Epoch 59 Batch 80/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 59 Batch 81/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 59 Batch 82/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 59 Batch 83/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 59 Batch 84/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 59 Batch 85/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 59 Batch 86/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 59 Batch 87/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 59 Batch 88/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 59 Batch 89/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.007 Epoch 59 Batch 90/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.009 Epoch 59 Batch 91/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 59 Batch 92/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.010 Epoch 59 Batch 93/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 59 Batch 94/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 59 Batch 95/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 59 Batch 96/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.009 Epoch 59 Batch 97/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 59 Batch 98/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 59 Batch 99/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 59 Batch 100/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 59 Batch 101/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.014 Epoch 59 Batch 102/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 59 Batch 103/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.011 Epoch 59 Batch 104/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.008 Epoch 59 Batch 105/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.008 Epoch 59 Batch 106/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 59 Batch 107/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.011 Epoch 59 Batch 108/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 59 Batch 109/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 59 Batch 110/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 59 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 59 Batch 112/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 59 Batch 113/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.011 Epoch 59 Batch 114/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 59 Batch 115/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 59 Batch 116/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.009 Epoch 59 Batch 117/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 59 Batch 118/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.015 Epoch 59 Batch 119/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 59 Batch 120/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 59 Batch 121/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 59 Batch 122/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 59 Batch 123/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.012 Epoch 59 Batch 124/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.009 Epoch 59 Batch 125/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 59 Batch 126/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 59 Batch 127/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 59 Batch 128/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 59 Batch 129/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 59 Batch 130/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 59 Batch 131/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.020 Epoch 59 Batch 132/269 - Train Accuracy: 0.962, Validation Accuracy: 0.967, Loss: 0.011 Epoch 59 Batch 133/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 59 Batch 134/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.013 Epoch 59 Batch 135/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 59 Batch 136/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 59 Batch 137/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 59 Batch 138/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.012 Epoch 59 Batch 139/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.012 Epoch 59 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 59 Batch 141/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.012 Epoch 59 Batch 142/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 59 Batch 143/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.010 Epoch 59 Batch 144/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 59 Batch 145/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.011 Epoch 59 Batch 146/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.014 Epoch 59 Batch 147/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.012 Epoch 59 Batch 148/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 59 Batch 149/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.012 Epoch 59 Batch 150/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.014 Epoch 59 Batch 151/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.012 Epoch 59 Batch 152/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 59 Batch 153/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.011 Epoch 59 Batch 154/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.012 Epoch 59 Batch 155/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.013 Epoch 59 Batch 156/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 59 Batch 157/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 59 Batch 158/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.013 Epoch 59 Batch 159/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.013 Epoch 59 Batch 160/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 59 Batch 161/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 59 Batch 162/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.011 Epoch 59 Batch 163/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.011 Epoch 59 Batch 164/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 59 Batch 165/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 59 Batch 166/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 59 Batch 167/269 - Train Accuracy: 0.975, Validation Accuracy: 0.957, Loss: 0.013 Epoch 59 Batch 168/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.010 Epoch 59 Batch 169/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.011 Epoch 59 Batch 170/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 59 Batch 171/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.011 Epoch 59 Batch 172/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 59 Batch 173/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.008 Epoch 59 Batch 174/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.014 Epoch 59 Batch 175/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.017 Epoch 59 Batch 176/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 59 Batch 177/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 59 Batch 178/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 59 Batch 179/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 59 Batch 180/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 59 Batch 181/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 59 Batch 182/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.012 Epoch 59 Batch 183/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.006 Epoch 59 Batch 184/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 59 Batch 185/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.010 Epoch 59 Batch 186/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 59 Batch 187/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 59 Batch 188/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 59 Batch 189/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 59 Batch 190/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 59 Batch 191/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.010 Epoch 59 Batch 192/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 59 Batch 193/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.009 Epoch 59 Batch 194/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 59 Batch 195/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 59 Batch 196/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 59 Batch 197/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 59 Batch 198/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.011 Epoch 59 Batch 199/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.008 Epoch 59 Batch 200/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.011 Epoch 59 Batch 201/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.011 Epoch 59 Batch 202/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 59 Batch 203/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.014 Epoch 59 Batch 204/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 59 Batch 205/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 59 Batch 206/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.014 Epoch 59 Batch 207/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 59 Batch 208/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.010 Epoch 59 Batch 209/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 59 Batch 210/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 59 Batch 211/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.009 Epoch 59 Batch 212/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.009 Epoch 59 Batch 213/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 59 Batch 214/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 59 Batch 215/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.011 Epoch 59 Batch 216/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.012 Epoch 59 Batch 217/269 - Train Accuracy: 0.954, Validation Accuracy: 0.965, Loss: 0.013 Epoch 59 Batch 218/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 59 Batch 219/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.011 Epoch 59 Batch 220/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.011 Epoch 59 Batch 221/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 59 Batch 222/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.010 Epoch 59 Batch 223/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.010 Epoch 59 Batch 224/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.013 Epoch 59 Batch 225/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 59 Batch 226/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.011 Epoch 59 Batch 227/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.012 Epoch 59 Batch 228/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 59 Batch 229/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 59 Batch 230/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.010 Epoch 59 Batch 231/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.013 Epoch 59 Batch 232/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.008 Epoch 59 Batch 233/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.010 Epoch 59 Batch 234/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.009 Epoch 59 Batch 235/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 59 Batch 236/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 59 Batch 237/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.012 Epoch 59 Batch 238/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 59 Batch 239/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 59 Batch 240/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 59 Batch 241/269 - Train Accuracy: 0.960, Validation Accuracy: 0.963, Loss: 0.016 Epoch 59 Batch 242/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 59 Batch 243/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 59 Batch 244/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 59 Batch 245/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 59 Batch 246/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.015 Epoch 59 Batch 247/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.010 Epoch 59 Batch 248/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 59 Batch 249/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 59 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.012 Epoch 59 Batch 251/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 59 Batch 252/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.008 Epoch 59 Batch 253/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 59 Batch 254/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 59 Batch 255/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 59 Batch 256/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 59 Batch 257/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 59 Batch 258/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 59 Batch 259/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 59 Batch 260/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 59 Batch 261/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 59 Batch 262/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 59 Batch 263/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 59 Batch 264/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.010 Epoch 59 Batch 265/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 59 Batch 266/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 59 Batch 267/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 60 Batch 0/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 60 Batch 1/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.008 Epoch 60 Batch 2/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 60 Batch 3/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.010 Epoch 60 Batch 4/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 60 Batch 5/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.010 Epoch 60 Batch 6/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 60 Batch 7/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.012 Epoch 60 Batch 8/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 60 Batch 9/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.010 Epoch 60 Batch 10/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.006 Epoch 60 Batch 11/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 60 Batch 12/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 60 Batch 13/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 60 Batch 14/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.010 Epoch 60 Batch 15/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 60 Batch 16/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.013 Epoch 60 Batch 17/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 60 Batch 18/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.012 Epoch 60 Batch 19/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.010 Epoch 60 Batch 20/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 60 Batch 21/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.010 Epoch 60 Batch 22/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 60 Batch 23/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.015 Epoch 60 Batch 24/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 60 Batch 25/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 60 Batch 26/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 60 Batch 27/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 60 Batch 28/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 60 Batch 29/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.010 Epoch 60 Batch 30/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.011 Epoch 60 Batch 31/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 60 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 60 Batch 33/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.010 Epoch 60 Batch 34/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 60 Batch 35/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.012 Epoch 60 Batch 36/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 60 Batch 37/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.011 Epoch 60 Batch 38/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.011 Epoch 60 Batch 39/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 60 Batch 40/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.012 Epoch 60 Batch 41/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.010 Epoch 60 Batch 42/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 60 Batch 43/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 60 Batch 44/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 60 Batch 45/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.014 Epoch 60 Batch 46/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 60 Batch 47/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 60 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 60 Batch 49/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 60 Batch 50/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.015 Epoch 60 Batch 51/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 60 Batch 52/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 60 Batch 53/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.011 Epoch 60 Batch 54/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.012 Epoch 60 Batch 55/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 60 Batch 56/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 60 Batch 57/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.013 Epoch 60 Batch 58/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 60 Batch 59/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 60 Batch 60/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.010 Epoch 60 Batch 61/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.012 Epoch 60 Batch 62/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.009 Epoch 60 Batch 63/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.012 Epoch 60 Batch 64/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 60 Batch 65/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 60 Batch 66/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 60 Batch 67/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 60 Batch 68/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.011 Epoch 60 Batch 69/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.013 Epoch 60 Batch 70/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 60 Batch 71/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.013 Epoch 60 Batch 72/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.011 Epoch 60 Batch 73/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 60 Batch 74/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 60 Batch 75/269 - Train Accuracy: 0.962, Validation Accuracy: 0.964, Loss: 0.011 Epoch 60 Batch 76/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.009 Epoch 60 Batch 77/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.013 Epoch 60 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.013 Epoch 60 Batch 79/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 60 Batch 80/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.010 Epoch 60 Batch 81/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 60 Batch 82/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.011 Epoch 60 Batch 83/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.012 Epoch 60 Batch 84/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 60 Batch 85/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.008 Epoch 60 Batch 86/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 60 Batch 87/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 60 Batch 88/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.011 Epoch 60 Batch 89/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.012 Epoch 60 Batch 90/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 60 Batch 91/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 60 Batch 92/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 60 Batch 93/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.007 Epoch 60 Batch 94/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 60 Batch 95/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 60 Batch 96/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 60 Batch 97/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.011 Epoch 60 Batch 98/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.010 Epoch 60 Batch 99/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 60 Batch 100/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.012 Epoch 60 Batch 101/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.011 Epoch 60 Batch 102/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 60 Batch 103/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 60 Batch 104/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 60 Batch 105/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 60 Batch 106/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 60 Batch 107/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 60 Batch 108/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 60 Batch 109/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.012 Epoch 60 Batch 110/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 60 Batch 111/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.011 Epoch 60 Batch 112/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.012 Epoch 60 Batch 113/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.011 Epoch 60 Batch 114/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 60 Batch 115/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 60 Batch 116/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.012 Epoch 60 Batch 117/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 60 Batch 118/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.010 Epoch 60 Batch 119/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 60 Batch 120/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 60 Batch 121/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.012 Epoch 60 Batch 122/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.011 Epoch 60 Batch 123/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.011 Epoch 60 Batch 124/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 60 Batch 125/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.009 Epoch 60 Batch 126/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 60 Batch 127/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 60 Batch 128/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.011 Epoch 60 Batch 129/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.011 Epoch 60 Batch 130/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.011 Epoch 60 Batch 131/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 60 Batch 132/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.012 Epoch 60 Batch 133/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 60 Batch 134/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 60 Batch 135/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 60 Batch 136/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.013 Epoch 60 Batch 137/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.012 Epoch 60 Batch 138/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 60 Batch 139/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 60 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.011 Epoch 60 Batch 141/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.010 Epoch 60 Batch 142/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.012 Epoch 60 Batch 143/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.013 Epoch 60 Batch 144/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 60 Batch 145/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.006 Epoch 60 Batch 146/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 60 Batch 147/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.012 Epoch 60 Batch 148/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 60 Batch 149/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 60 Batch 150/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.013 Epoch 60 Batch 151/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 60 Batch 152/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.012 Epoch 60 Batch 153/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.010 Epoch 60 Batch 154/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.013 Epoch 60 Batch 155/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.013 Epoch 60 Batch 156/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.011 Epoch 60 Batch 157/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 60 Batch 158/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 60 Batch 159/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.008 Epoch 60 Batch 160/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 60 Batch 161/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 60 Batch 162/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 60 Batch 163/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.011 Epoch 60 Batch 164/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.012 Epoch 60 Batch 165/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 60 Batch 166/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 60 Batch 167/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.013 Epoch 60 Batch 168/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 60 Batch 169/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 60 Batch 170/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 60 Batch 171/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 60 Batch 172/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 60 Batch 173/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 60 Batch 174/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 60 Batch 175/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.014 Epoch 60 Batch 176/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 60 Batch 177/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 60 Batch 178/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 60 Batch 179/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.011 Epoch 60 Batch 180/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 60 Batch 181/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.013 Epoch 60 Batch 182/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 60 Batch 183/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.007 Epoch 60 Batch 184/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 60 Batch 185/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.012 Epoch 60 Batch 186/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 60 Batch 187/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.009 Epoch 60 Batch 188/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.009 Epoch 60 Batch 189/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 60 Batch 190/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 60 Batch 191/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.009 Epoch 60 Batch 192/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 60 Batch 193/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.009 Epoch 60 Batch 194/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 60 Batch 195/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 60 Batch 196/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.011 Epoch 60 Batch 197/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 60 Batch 198/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.012 Epoch 60 Batch 199/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.013 Epoch 60 Batch 200/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.010 Epoch 60 Batch 201/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 60 Batch 202/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.012 Epoch 60 Batch 203/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.015 Epoch 60 Batch 204/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 60 Batch 205/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 60 Batch 206/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.013 Epoch 60 Batch 207/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 60 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 60 Batch 209/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.011 Epoch 60 Batch 210/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.010 Epoch 60 Batch 211/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.012 Epoch 60 Batch 212/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.013 Epoch 60 Batch 213/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 60 Batch 214/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.009 Epoch 60 Batch 215/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.014 Epoch 60 Batch 216/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.010 Epoch 60 Batch 217/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.012 Epoch 60 Batch 218/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.010 Epoch 60 Batch 219/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.009 Epoch 60 Batch 220/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 60 Batch 221/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 60 Batch 222/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 60 Batch 223/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.011 Epoch 60 Batch 224/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.014 Epoch 60 Batch 225/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 60 Batch 226/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.012 Epoch 60 Batch 227/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.012 Epoch 60 Batch 228/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 60 Batch 229/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 60 Batch 230/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.012 Epoch 60 Batch 231/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 60 Batch 232/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.009 Epoch 60 Batch 233/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.009 Epoch 60 Batch 234/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 60 Batch 235/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.008 Epoch 60 Batch 236/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 60 Batch 237/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 60 Batch 238/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 60 Batch 239/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.013 Epoch 60 Batch 240/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 60 Batch 241/269 - Train Accuracy: 0.958, Validation Accuracy: 0.964, Loss: 0.013 Epoch 60 Batch 242/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 60 Batch 243/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.008 Epoch 60 Batch 244/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 60 Batch 245/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.011 Epoch 60 Batch 246/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.012 Epoch 60 Batch 247/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 60 Batch 248/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 60 Batch 249/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.011 Epoch 60 Batch 250/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.012 Epoch 60 Batch 251/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 60 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 60 Batch 253/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 60 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.009 Epoch 60 Batch 255/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.009 Epoch 60 Batch 256/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.009 Epoch 60 Batch 257/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.013 Epoch 60 Batch 258/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 60 Batch 259/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.009 Epoch 60 Batch 260/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 60 Batch 261/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 60 Batch 262/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.011 Epoch 60 Batch 263/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.011 Epoch 60 Batch 264/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 60 Batch 265/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 60 Batch 266/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.007 Epoch 60 Batch 267/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.012 Epoch 61 Batch 0/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.008 Epoch 61 Batch 1/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.007 Epoch 61 Batch 2/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.011 Epoch 61 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.009 Epoch 61 Batch 4/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.010 Epoch 61 Batch 5/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.011 Epoch 61 Batch 6/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.009 Epoch 61 Batch 7/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 61 Batch 8/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.008 Epoch 61 Batch 9/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 61 Batch 10/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 61 Batch 11/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.013 Epoch 61 Batch 12/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.012 Epoch 61 Batch 13/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.007 Epoch 61 Batch 14/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.008 Epoch 61 Batch 15/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 61 Batch 16/269 - Train Accuracy: 0.960, Validation Accuracy: 0.964, Loss: 0.015 Epoch 61 Batch 17/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 61 Batch 18/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.011 Epoch 61 Batch 19/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.009 Epoch 61 Batch 20/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.010 Epoch 61 Batch 21/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 61 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 61 Batch 23/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.013 Epoch 61 Batch 24/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 61 Batch 25/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 61 Batch 26/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 61 Batch 27/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 61 Batch 28/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.010 Epoch 61 Batch 29/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.009 Epoch 61 Batch 30/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.012 Epoch 61 Batch 31/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 61 Batch 32/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 61 Batch 33/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.007 Epoch 61 Batch 34/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.008 Epoch 61 Batch 35/269 - Train Accuracy: 0.969, Validation Accuracy: 0.972, Loss: 0.011 Epoch 61 Batch 36/269 - Train Accuracy: 0.975, Validation Accuracy: 0.973, Loss: 0.011 Epoch 61 Batch 37/269 - Train Accuracy: 0.974, Validation Accuracy: 0.973, Loss: 0.011 Epoch 61 Batch 38/269 - Train Accuracy: 0.968, Validation Accuracy: 0.973, Loss: 0.012 Epoch 61 Batch 39/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.008 Epoch 61 Batch 40/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.012 Epoch 61 Batch 41/269 - Train Accuracy: 0.974, Validation Accuracy: 0.973, Loss: 0.011 Epoch 61 Batch 42/269 - Train Accuracy: 0.972, Validation Accuracy: 0.974, Loss: 0.010 Epoch 61 Batch 43/269 - Train Accuracy: 0.969, Validation Accuracy: 0.973, Loss: 0.011 Epoch 61 Batch 44/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 61 Batch 45/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.013 Epoch 61 Batch 46/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 61 Batch 47/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.012 Epoch 61 Batch 48/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.010 Epoch 61 Batch 49/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.011 Epoch 61 Batch 50/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.010 Epoch 61 Batch 51/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 61 Batch 52/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 61 Batch 53/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.010 Epoch 61 Batch 54/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 61 Batch 55/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.009 Epoch 61 Batch 56/269 - Train Accuracy: 0.961, Validation Accuracy: 0.969, Loss: 0.013 Epoch 61 Batch 57/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.014 Epoch 61 Batch 58/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 61 Batch 59/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 61 Batch 60/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.012 Epoch 61 Batch 61/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 61 Batch 62/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.013 Epoch 61 Batch 63/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 61 Batch 64/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 61 Batch 65/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.011 Epoch 61 Batch 66/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 61 Batch 67/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.012 Epoch 61 Batch 68/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.011 Epoch 61 Batch 69/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.014 Epoch 61 Batch 70/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 61 Batch 71/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.010 Epoch 61 Batch 72/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.009 Epoch 61 Batch 73/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 61 Batch 74/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 61 Batch 75/269 - Train Accuracy: 0.962, Validation Accuracy: 0.967, Loss: 0.012 Epoch 61 Batch 76/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 61 Batch 77/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 61 Batch 78/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 61 Batch 79/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.010 Epoch 61 Batch 80/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.009 Epoch 61 Batch 81/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 61 Batch 82/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.006 Epoch 61 Batch 83/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.013 Epoch 61 Batch 84/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 61 Batch 85/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.008 Epoch 61 Batch 86/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 61 Batch 87/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.011 Epoch 61 Batch 88/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.009 Epoch 61 Batch 89/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.012 Epoch 61 Batch 90/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.012 Epoch 61 Batch 91/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 61 Batch 92/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 61 Batch 93/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 61 Batch 94/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.013 Epoch 61 Batch 95/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.012 Epoch 61 Batch 96/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 61 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 61 Batch 98/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 61 Batch 99/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 61 Batch 100/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.012 Epoch 61 Batch 101/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.012 Epoch 61 Batch 102/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 61 Batch 103/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 61 Batch 104/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 61 Batch 105/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.008 Epoch 61 Batch 106/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 61 Batch 107/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 61 Batch 108/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 61 Batch 109/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.011 Epoch 61 Batch 110/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 61 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 61 Batch 112/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.010 Epoch 61 Batch 113/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 61 Batch 114/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 61 Batch 115/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.011 Epoch 61 Batch 116/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 61 Batch 117/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.009 Epoch 61 Batch 118/269 - Train Accuracy: 0.980, Validation Accuracy: 0.958, Loss: 0.008 Epoch 61 Batch 119/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.010 Epoch 61 Batch 120/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.009 Epoch 61 Batch 121/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.008 Epoch 61 Batch 122/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.013 Epoch 61 Batch 123/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.010 Epoch 61 Batch 124/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.010 Epoch 61 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 61 Batch 126/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 61 Batch 127/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 61 Batch 128/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 61 Batch 129/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.010 Epoch 61 Batch 130/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.012 Epoch 61 Batch 131/269 - Train Accuracy: 0.964, Validation Accuracy: 0.969, Loss: 0.019 Epoch 61 Batch 132/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 61 Batch 133/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 61 Batch 134/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.008 Epoch 61 Batch 135/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.006 Epoch 61 Batch 136/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.011 Epoch 61 Batch 137/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.010 Epoch 61 Batch 138/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 61 Batch 139/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 61 Batch 140/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 61 Batch 141/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.011 Epoch 61 Batch 142/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.011 Epoch 61 Batch 143/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 61 Batch 144/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 61 Batch 145/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.007 Epoch 61 Batch 146/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 61 Batch 147/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 61 Batch 148/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 61 Batch 149/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 61 Batch 150/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 61 Batch 151/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 61 Batch 152/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 61 Batch 153/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.009 Epoch 61 Batch 154/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 61 Batch 155/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 61 Batch 156/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 61 Batch 157/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 61 Batch 158/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 61 Batch 159/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 61 Batch 160/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 61 Batch 161/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.006 Epoch 61 Batch 162/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.008 Epoch 61 Batch 163/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.009 Epoch 61 Batch 164/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.013 Epoch 61 Batch 165/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.006 Epoch 61 Batch 166/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 61 Batch 167/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.008 Epoch 61 Batch 168/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.011 Epoch 61 Batch 169/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.009 Epoch 61 Batch 170/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.013 Epoch 61 Batch 171/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.011 Epoch 61 Batch 172/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.010 Epoch 61 Batch 173/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 61 Batch 174/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 61 Batch 175/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.012 Epoch 61 Batch 176/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 61 Batch 177/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 61 Batch 178/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 61 Batch 179/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 61 Batch 180/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 61 Batch 181/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 61 Batch 182/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 61 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 61 Batch 184/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.009 Epoch 61 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 61 Batch 186/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 61 Batch 187/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 61 Batch 188/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 61 Batch 189/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.007 Epoch 61 Batch 190/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 61 Batch 191/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 61 Batch 192/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 61 Batch 193/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 61 Batch 194/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 61 Batch 195/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 61 Batch 196/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 61 Batch 197/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 61 Batch 198/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 61 Batch 199/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 61 Batch 200/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.009 Epoch 61 Batch 201/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 61 Batch 202/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 61 Batch 203/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.012 Epoch 61 Batch 204/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 61 Batch 205/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 61 Batch 206/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 61 Batch 207/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 61 Batch 208/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 61 Batch 209/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 61 Batch 210/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 61 Batch 211/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.013 Epoch 61 Batch 212/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 61 Batch 213/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 61 Batch 214/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.011 Epoch 61 Batch 215/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.013 Epoch 61 Batch 216/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.017 Epoch 61 Batch 217/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.020 Epoch 61 Batch 218/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.011 Epoch 61 Batch 219/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.011 Epoch 61 Batch 220/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.015 Epoch 61 Batch 221/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.012 Epoch 61 Batch 222/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.009 Epoch 61 Batch 223/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.009 Epoch 61 Batch 224/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.014 Epoch 61 Batch 225/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 61 Batch 226/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.008 Epoch 61 Batch 227/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.012 Epoch 61 Batch 228/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.010 Epoch 61 Batch 229/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 61 Batch 230/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.013 Epoch 61 Batch 231/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.013 Epoch 61 Batch 232/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.010 Epoch 61 Batch 233/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 61 Batch 234/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 61 Batch 235/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 61 Batch 236/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.011 Epoch 61 Batch 237/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 61 Batch 238/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 61 Batch 239/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 61 Batch 240/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.012 Epoch 61 Batch 241/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.014 Epoch 61 Batch 242/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.010 Epoch 61 Batch 243/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.011 Epoch 61 Batch 244/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.011 Epoch 61 Batch 245/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.013 Epoch 61 Batch 246/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.013 Epoch 61 Batch 247/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.015 Epoch 61 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.013 Epoch 61 Batch 249/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 61 Batch 250/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.012 Epoch 61 Batch 251/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 61 Batch 252/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 61 Batch 253/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.013 Epoch 61 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.014 Epoch 61 Batch 255/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.010 Epoch 61 Batch 256/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 61 Batch 257/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.014 Epoch 61 Batch 258/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 61 Batch 259/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.014 Epoch 61 Batch 260/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.014 Epoch 61 Batch 261/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 61 Batch 262/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 61 Batch 263/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.012 Epoch 61 Batch 264/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.011 Epoch 61 Batch 265/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.011 Epoch 61 Batch 266/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.007 Epoch 61 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 62 Batch 0/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.012 Epoch 62 Batch 1/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.011 Epoch 62 Batch 2/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.012 Epoch 62 Batch 3/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.012 Epoch 62 Batch 4/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.012 Epoch 62 Batch 5/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.009 Epoch 62 Batch 6/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 62 Batch 7/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.009 Epoch 62 Batch 8/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.015 Epoch 62 Batch 9/269 - Train Accuracy: 0.963, Validation Accuracy: 0.970, Loss: 0.014 Epoch 62 Batch 10/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.013 Epoch 62 Batch 11/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.011 Epoch 62 Batch 12/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.012 Epoch 62 Batch 13/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.007 Epoch 62 Batch 14/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 62 Batch 15/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 62 Batch 16/269 - Train Accuracy: 0.962, Validation Accuracy: 0.968, Loss: 0.016 Epoch 62 Batch 17/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 62 Batch 18/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.011 Epoch 62 Batch 19/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.011 Epoch 62 Batch 20/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.011 Epoch 62 Batch 21/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.016 Epoch 62 Batch 22/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 62 Batch 23/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.018 Epoch 62 Batch 24/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.014 Epoch 62 Batch 25/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 62 Batch 26/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.013 Epoch 62 Batch 27/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 62 Batch 28/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.016 Epoch 62 Batch 29/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.012 Epoch 62 Batch 30/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.015 Epoch 62 Batch 31/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 62 Batch 32/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 62 Batch 33/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 62 Batch 34/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.012 Epoch 62 Batch 35/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.018 Epoch 62 Batch 36/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.012 Epoch 62 Batch 37/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.011 Epoch 62 Batch 38/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.015 Epoch 62 Batch 39/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 62 Batch 40/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.013 Epoch 62 Batch 41/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.012 Epoch 62 Batch 42/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.010 Epoch 62 Batch 43/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.011 Epoch 62 Batch 44/269 - Train Accuracy: 0.976, Validation Accuracy: 0.955, Loss: 0.012 Epoch 62 Batch 45/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.012 Epoch 62 Batch 46/269 - Train Accuracy: 0.971, Validation Accuracy: 0.953, Loss: 0.011 Epoch 62 Batch 47/269 - Train Accuracy: 0.978, Validation Accuracy: 0.955, Loss: 0.010 Epoch 62 Batch 48/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.014 Epoch 62 Batch 49/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 62 Batch 50/269 - Train Accuracy: 0.963, Validation Accuracy: 0.968, Loss: 0.013 Epoch 62 Batch 51/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.014 Epoch 62 Batch 52/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 62 Batch 53/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.013 Epoch 62 Batch 54/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.014 Epoch 62 Batch 55/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.011 Epoch 62 Batch 56/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.014 Epoch 62 Batch 57/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.014 Epoch 62 Batch 58/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.013 Epoch 62 Batch 59/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.012 Epoch 62 Batch 60/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.012 Epoch 62 Batch 61/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.013 Epoch 62 Batch 62/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.014 Epoch 62 Batch 63/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.016 Epoch 62 Batch 64/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.008 Epoch 62 Batch 65/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 62 Batch 66/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 62 Batch 67/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.010 Epoch 62 Batch 68/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.011 Epoch 62 Batch 69/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 62 Batch 70/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.011 Epoch 62 Batch 71/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.013 Epoch 62 Batch 72/269 - Train Accuracy: 0.961, Validation Accuracy: 0.964, Loss: 0.014 Epoch 62 Batch 73/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 62 Batch 74/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.008 Epoch 62 Batch 75/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 62 Batch 76/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 62 Batch 77/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 62 Batch 78/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.012 Epoch 62 Batch 79/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.012 Epoch 62 Batch 80/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.012 Epoch 62 Batch 81/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.011 Epoch 62 Batch 82/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 62 Batch 83/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.014 Epoch 62 Batch 84/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.016 Epoch 62 Batch 85/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.012 Epoch 62 Batch 86/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 62 Batch 87/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 62 Batch 88/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.011 Epoch 62 Batch 89/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.010 Epoch 62 Batch 90/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.011 Epoch 62 Batch 91/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.011 Epoch 62 Batch 92/269 - Train Accuracy: 0.973, Validation Accuracy: 0.955, Loss: 0.010 Epoch 62 Batch 93/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.009 Epoch 62 Batch 94/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.013 Epoch 62 Batch 95/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.008 Epoch 62 Batch 96/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 62 Batch 97/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 62 Batch 98/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.013 Epoch 62 Batch 99/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 62 Batch 100/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.012 Epoch 62 Batch 101/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 62 Batch 102/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 62 Batch 103/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.011 Epoch 62 Batch 104/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 62 Batch 105/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.011 Epoch 62 Batch 106/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 62 Batch 107/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 62 Batch 108/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 62 Batch 109/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.013 Epoch 62 Batch 110/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.009 Epoch 62 Batch 111/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.010 Epoch 62 Batch 112/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 62 Batch 113/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 62 Batch 114/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 62 Batch 115/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.012 Epoch 62 Batch 116/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 62 Batch 117/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 62 Batch 118/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.009 Epoch 62 Batch 119/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 62 Batch 120/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.014 Epoch 62 Batch 121/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 62 Batch 122/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.012 Epoch 62 Batch 123/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.013 Epoch 62 Batch 124/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 62 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 62 Batch 126/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 62 Batch 127/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 62 Batch 128/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 62 Batch 129/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.016 Epoch 62 Batch 130/269 - Train Accuracy: 0.963, Validation Accuracy: 0.968, Loss: 0.013 Epoch 62 Batch 131/269 - Train Accuracy: 0.966, Validation Accuracy: 0.970, Loss: 0.012 Epoch 62 Batch 132/269 - Train Accuracy: 0.954, Validation Accuracy: 0.971, Loss: 0.014 Epoch 62 Batch 133/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.010 Epoch 62 Batch 134/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.011 Epoch 62 Batch 135/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.009 Epoch 62 Batch 136/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.011 Epoch 62 Batch 137/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 62 Batch 138/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 62 Batch 139/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.010 Epoch 62 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 62 Batch 141/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.015 Epoch 62 Batch 142/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.017 Epoch 62 Batch 143/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.012 Epoch 62 Batch 144/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 62 Batch 145/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 62 Batch 146/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.009 Epoch 62 Batch 147/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 62 Batch 148/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.009 Epoch 62 Batch 149/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.012 Epoch 62 Batch 150/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.014 Epoch 62 Batch 151/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.010 Epoch 62 Batch 152/269 - Train Accuracy: 0.973, Validation Accuracy: 0.955, Loss: 0.011 Epoch 62 Batch 153/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.008 Epoch 62 Batch 154/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.013 Epoch 62 Batch 155/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.013 Epoch 62 Batch 156/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.013 Epoch 62 Batch 157/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.010 Epoch 62 Batch 158/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.011 Epoch 62 Batch 159/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 62 Batch 160/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 62 Batch 161/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 62 Batch 162/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 62 Batch 163/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.009 Epoch 62 Batch 164/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 62 Batch 165/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 62 Batch 166/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 62 Batch 167/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 62 Batch 168/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.012 Epoch 62 Batch 169/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 62 Batch 170/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 62 Batch 171/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 62 Batch 172/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.010 Epoch 62 Batch 173/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 62 Batch 174/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 62 Batch 175/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.014 Epoch 62 Batch 176/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 62 Batch 177/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.011 Epoch 62 Batch 178/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 62 Batch 179/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 62 Batch 180/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 62 Batch 181/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 62 Batch 182/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 62 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 62 Batch 184/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 62 Batch 185/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 62 Batch 186/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 62 Batch 187/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 62 Batch 188/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 62 Batch 189/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.010 Epoch 62 Batch 190/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.011 Epoch 62 Batch 191/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.008 Epoch 62 Batch 192/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.011 Epoch 62 Batch 193/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 62 Batch 194/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 62 Batch 195/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.008 Epoch 62 Batch 196/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.016 Epoch 62 Batch 197/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 62 Batch 198/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 62 Batch 199/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.010 Epoch 62 Batch 200/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.009 Epoch 62 Batch 201/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.008 Epoch 62 Batch 202/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.012 Epoch 62 Batch 203/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.012 Epoch 62 Batch 204/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 62 Batch 205/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 62 Batch 206/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 62 Batch 207/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 62 Batch 208/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.008 Epoch 62 Batch 209/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 62 Batch 210/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.010 Epoch 62 Batch 211/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 62 Batch 212/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.013 Epoch 62 Batch 213/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 62 Batch 214/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.011 Epoch 62 Batch 215/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 62 Batch 216/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.012 Epoch 62 Batch 217/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.012 Epoch 62 Batch 218/269 - Train Accuracy: 0.981, Validation Accuracy: 0.956, Loss: 0.007 Epoch 62 Batch 219/269 - Train Accuracy: 0.976, Validation Accuracy: 0.957, Loss: 0.012 Epoch 62 Batch 220/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.010 Epoch 62 Batch 221/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.009 Epoch 62 Batch 222/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.009 Epoch 62 Batch 223/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.008 Epoch 62 Batch 224/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.014 Epoch 62 Batch 225/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.010 Epoch 62 Batch 226/269 - Train Accuracy: 0.978, Validation Accuracy: 0.957, Loss: 0.013 Epoch 62 Batch 227/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.013 Epoch 62 Batch 228/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 62 Batch 229/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 62 Batch 230/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.014 Epoch 62 Batch 231/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 62 Batch 232/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 62 Batch 233/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 62 Batch 234/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 62 Batch 235/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 62 Batch 236/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 62 Batch 237/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 62 Batch 238/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 62 Batch 239/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.010 Epoch 62 Batch 240/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 62 Batch 241/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.015 Epoch 62 Batch 242/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 62 Batch 243/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.009 Epoch 62 Batch 244/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 62 Batch 245/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 62 Batch 246/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.013 Epoch 62 Batch 247/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 62 Batch 248/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 62 Batch 249/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.011 Epoch 62 Batch 250/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 62 Batch 251/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 62 Batch 252/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 62 Batch 253/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.014 Epoch 62 Batch 254/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.011 Epoch 62 Batch 255/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 62 Batch 256/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 62 Batch 257/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.011 Epoch 62 Batch 258/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 62 Batch 259/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 62 Batch 260/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 62 Batch 261/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 62 Batch 262/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.013 Epoch 62 Batch 263/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 62 Batch 264/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 62 Batch 265/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 62 Batch 266/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 62 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.011 Epoch 63 Batch 0/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 63 Batch 1/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 63 Batch 2/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.012 Epoch 63 Batch 3/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 63 Batch 4/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.013 Epoch 63 Batch 5/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 63 Batch 6/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 63 Batch 7/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 63 Batch 8/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 63 Batch 9/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 63 Batch 10/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.009 Epoch 63 Batch 11/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.010 Epoch 63 Batch 12/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.014 Epoch 63 Batch 13/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.012 Epoch 63 Batch 14/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 63 Batch 15/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 63 Batch 16/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.014 Epoch 63 Batch 17/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 63 Batch 18/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.013 Epoch 63 Batch 19/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 63 Batch 20/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 63 Batch 21/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.011 Epoch 63 Batch 22/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.009 Epoch 63 Batch 23/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 63 Batch 24/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 63 Batch 25/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 63 Batch 26/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 63 Batch 27/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 63 Batch 28/269 - Train Accuracy: 0.960, Validation Accuracy: 0.965, Loss: 0.011 Epoch 63 Batch 29/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.013 Epoch 63 Batch 30/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.012 Epoch 63 Batch 31/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.012 Epoch 63 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 63 Batch 33/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.012 Epoch 63 Batch 34/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 63 Batch 35/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.018 Epoch 63 Batch 36/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.015 Epoch 63 Batch 37/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.012 Epoch 63 Batch 38/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.015 Epoch 63 Batch 39/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 63 Batch 40/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.012 Epoch 63 Batch 41/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 63 Batch 42/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.013 Epoch 63 Batch 43/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 63 Batch 44/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.013 Epoch 63 Batch 45/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.013 Epoch 63 Batch 46/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 63 Batch 47/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.008 Epoch 63 Batch 48/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.012 Epoch 63 Batch 49/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 63 Batch 50/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.012 Epoch 63 Batch 51/269 - Train Accuracy: 0.961, Validation Accuracy: 0.966, Loss: 0.012 Epoch 63 Batch 52/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 63 Batch 53/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.012 Epoch 63 Batch 54/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 63 Batch 55/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.014 Epoch 63 Batch 56/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.014 Epoch 63 Batch 57/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.013 Epoch 63 Batch 58/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.013 Epoch 63 Batch 59/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 63 Batch 60/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.013 Epoch 63 Batch 61/269 - Train Accuracy: 0.958, Validation Accuracy: 0.960, Loss: 0.015 Epoch 63 Batch 62/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.016 Epoch 63 Batch 63/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.016 Epoch 63 Batch 64/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 63 Batch 65/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 63 Batch 66/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.012 Epoch 63 Batch 67/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.015 Epoch 63 Batch 68/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.016 Epoch 63 Batch 69/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.015 Epoch 63 Batch 70/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.011 Epoch 63 Batch 71/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.019 Epoch 63 Batch 72/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.013 Epoch 63 Batch 73/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.011 Epoch 63 Batch 74/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.013 Epoch 63 Batch 75/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.013 Epoch 63 Batch 76/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.012 Epoch 63 Batch 77/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.011 Epoch 63 Batch 78/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 63 Batch 79/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.011 Epoch 63 Batch 80/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 63 Batch 81/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.014 Epoch 63 Batch 82/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.009 Epoch 63 Batch 83/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.013 Epoch 63 Batch 84/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 63 Batch 85/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.010 Epoch 63 Batch 86/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.010 Epoch 63 Batch 87/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 63 Batch 88/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.012 Epoch 63 Batch 89/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 63 Batch 90/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 63 Batch 91/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 63 Batch 92/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 63 Batch 93/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 63 Batch 94/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.015 Epoch 63 Batch 95/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 63 Batch 96/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.011 Epoch 63 Batch 97/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 63 Batch 98/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 63 Batch 99/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 63 Batch 100/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 63 Batch 101/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.013 Epoch 63 Batch 102/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 63 Batch 103/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 63 Batch 104/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 63 Batch 105/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.009 Epoch 63 Batch 106/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.010 Epoch 63 Batch 107/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.007 Epoch 63 Batch 108/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.007 Epoch 63 Batch 109/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.011 Epoch 63 Batch 110/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.007 Epoch 63 Batch 111/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.009 Epoch 63 Batch 112/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.011 Epoch 63 Batch 113/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.012 Epoch 63 Batch 114/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.010 Epoch 63 Batch 115/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.012 Epoch 63 Batch 116/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 63 Batch 117/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.011 Epoch 63 Batch 118/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 63 Batch 119/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.011 Epoch 63 Batch 120/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 63 Batch 121/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 63 Batch 122/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.012 Epoch 63 Batch 123/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 63 Batch 124/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.009 Epoch 63 Batch 125/269 - Train Accuracy: 0.977, Validation Accuracy: 0.974, Loss: 0.007 Epoch 63 Batch 126/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.008 Epoch 63 Batch 127/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.007 Epoch 63 Batch 128/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.011 Epoch 63 Batch 129/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.011 Epoch 63 Batch 130/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 63 Batch 131/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 63 Batch 132/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.014 Epoch 63 Batch 133/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 63 Batch 134/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 63 Batch 135/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 63 Batch 136/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 63 Batch 137/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 63 Batch 138/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 63 Batch 139/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.007 Epoch 63 Batch 140/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 63 Batch 141/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 63 Batch 142/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.012 Epoch 63 Batch 143/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.012 Epoch 63 Batch 144/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 63 Batch 145/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 63 Batch 146/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 63 Batch 147/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.012 Epoch 63 Batch 148/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 63 Batch 149/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.013 Epoch 63 Batch 150/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.012 Epoch 63 Batch 151/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 63 Batch 152/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 63 Batch 153/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.008 Epoch 63 Batch 154/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 63 Batch 155/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 63 Batch 156/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 63 Batch 157/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 63 Batch 158/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 63 Batch 159/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 63 Batch 160/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.013 Epoch 63 Batch 161/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 63 Batch 162/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 63 Batch 163/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 63 Batch 164/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 63 Batch 165/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 63 Batch 166/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 63 Batch 167/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 63 Batch 168/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 63 Batch 169/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 63 Batch 170/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 63 Batch 171/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 63 Batch 172/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.009 Epoch 63 Batch 173/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.007 Epoch 63 Batch 174/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 63 Batch 175/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.013 Epoch 63 Batch 176/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 63 Batch 177/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 63 Batch 178/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.011 Epoch 63 Batch 179/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 63 Batch 180/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 63 Batch 181/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.011 Epoch 63 Batch 182/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 63 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 63 Batch 184/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.011 Epoch 63 Batch 185/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 63 Batch 186/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 63 Batch 187/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 63 Batch 188/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 63 Batch 189/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.009 Epoch 63 Batch 190/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 63 Batch 191/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 63 Batch 192/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 63 Batch 193/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 63 Batch 194/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.011 Epoch 63 Batch 195/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 63 Batch 196/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.011 Epoch 63 Batch 197/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 63 Batch 198/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 63 Batch 199/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 63 Batch 200/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.009 Epoch 63 Batch 201/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.011 Epoch 63 Batch 202/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 63 Batch 203/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 63 Batch 204/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 63 Batch 205/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.007 Epoch 63 Batch 206/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.012 Epoch 63 Batch 207/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 63 Batch 208/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.014 Epoch 63 Batch 209/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 63 Batch 210/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 63 Batch 211/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.015 Epoch 63 Batch 212/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.012 Epoch 63 Batch 213/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 63 Batch 214/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.011 Epoch 63 Batch 215/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 63 Batch 216/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 63 Batch 217/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.011 Epoch 63 Batch 218/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.009 Epoch 63 Batch 219/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.010 Epoch 63 Batch 220/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.008 Epoch 63 Batch 221/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.009 Epoch 63 Batch 222/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 63 Batch 223/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 63 Batch 224/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.014 Epoch 63 Batch 225/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 63 Batch 226/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 63 Batch 227/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 63 Batch 228/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 63 Batch 229/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 63 Batch 230/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 63 Batch 231/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.013 Epoch 63 Batch 232/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.009 Epoch 63 Batch 233/269 - Train Accuracy: 0.974, Validation Accuracy: 0.973, Loss: 0.010 Epoch 63 Batch 234/269 - Train Accuracy: 0.975, Validation Accuracy: 0.973, Loss: 0.008 Epoch 63 Batch 235/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.008 Epoch 63 Batch 236/269 - Train Accuracy: 0.969, Validation Accuracy: 0.974, Loss: 0.010 Epoch 63 Batch 237/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.008 Epoch 63 Batch 238/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.009 Epoch 63 Batch 239/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 63 Batch 240/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 63 Batch 241/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.013 Epoch 63 Batch 242/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 63 Batch 243/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.008 Epoch 63 Batch 244/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 63 Batch 245/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.009 Epoch 63 Batch 246/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 63 Batch 247/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.012 Epoch 63 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 63 Batch 249/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 63 Batch 250/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.014 Epoch 63 Batch 251/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.011 Epoch 63 Batch 252/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.008 Epoch 63 Batch 253/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.011 Epoch 63 Batch 254/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.012 Epoch 63 Batch 255/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 63 Batch 256/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.008 Epoch 63 Batch 257/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.009 Epoch 63 Batch 258/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 63 Batch 259/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 63 Batch 260/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 63 Batch 261/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 63 Batch 262/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 63 Batch 263/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.012 Epoch 63 Batch 264/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 63 Batch 265/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 63 Batch 266/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.006 Epoch 63 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 64 Batch 0/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 64 Batch 1/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 64 Batch 2/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.009 Epoch 64 Batch 3/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.006 Epoch 64 Batch 4/269 - Train Accuracy: 0.966, Validation Accuracy: 0.972, Loss: 0.010 Epoch 64 Batch 5/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.009 Epoch 64 Batch 6/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.011 Epoch 64 Batch 7/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.010 Epoch 64 Batch 8/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.011 Epoch 64 Batch 9/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.011 Epoch 64 Batch 10/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 64 Batch 11/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.010 Epoch 64 Batch 12/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.014 Epoch 64 Batch 13/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.007 Epoch 64 Batch 14/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.009 Epoch 64 Batch 15/269 - Train Accuracy: 0.968, Validation Accuracy: 0.973, Loss: 0.009 Epoch 64 Batch 16/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.012 Epoch 64 Batch 17/269 - Train Accuracy: 0.973, Validation Accuracy: 0.973, Loss: 0.009 Epoch 64 Batch 18/269 - Train Accuracy: 0.970, Validation Accuracy: 0.972, Loss: 0.010 Epoch 64 Batch 19/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.008 Epoch 64 Batch 20/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.007 Epoch 64 Batch 21/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.010 Epoch 64 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.008 Epoch 64 Batch 23/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.011 Epoch 64 Batch 24/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 64 Batch 25/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.011 Epoch 64 Batch 26/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.009 Epoch 64 Batch 27/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.009 Epoch 64 Batch 28/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.011 Epoch 64 Batch 29/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.011 Epoch 64 Batch 30/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.011 Epoch 64 Batch 31/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.009 Epoch 64 Batch 32/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 64 Batch 33/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 64 Batch 34/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 64 Batch 35/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.014 Epoch 64 Batch 36/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 64 Batch 37/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 64 Batch 38/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.011 Epoch 64 Batch 39/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 64 Batch 40/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.013 Epoch 64 Batch 41/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.010 Epoch 64 Batch 42/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.010 Epoch 64 Batch 43/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 64 Batch 44/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 64 Batch 45/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.012 Epoch 64 Batch 46/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 64 Batch 47/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 64 Batch 48/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 64 Batch 49/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 64 Batch 50/269 - Train Accuracy: 0.960, Validation Accuracy: 0.964, Loss: 0.011 Epoch 64 Batch 51/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.012 Epoch 64 Batch 52/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 64 Batch 53/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 64 Batch 54/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.012 Epoch 64 Batch 55/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 64 Batch 56/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 64 Batch 57/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 64 Batch 58/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 64 Batch 59/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 64 Batch 60/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.010 Epoch 64 Batch 61/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 64 Batch 62/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.014 Epoch 64 Batch 63/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.012 Epoch 64 Batch 64/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.007 Epoch 64 Batch 65/269 - Train Accuracy: 0.970, Validation Accuracy: 0.972, Loss: 0.011 Epoch 64 Batch 66/269 - Train Accuracy: 0.968, Validation Accuracy: 0.972, Loss: 0.011 Epoch 64 Batch 67/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 64 Batch 68/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 64 Batch 69/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.015 Epoch 64 Batch 70/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 64 Batch 71/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 64 Batch 72/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 64 Batch 73/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 64 Batch 74/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 64 Batch 75/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.013 Epoch 64 Batch 76/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 64 Batch 77/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 64 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.011 Epoch 64 Batch 79/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.008 Epoch 64 Batch 80/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 64 Batch 81/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.012 Epoch 64 Batch 82/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.008 Epoch 64 Batch 83/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 64 Batch 84/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 64 Batch 85/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.007 Epoch 64 Batch 86/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 64 Batch 87/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.009 Epoch 64 Batch 88/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.010 Epoch 64 Batch 89/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 64 Batch 90/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.009 Epoch 64 Batch 91/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 64 Batch 92/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 64 Batch 93/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 64 Batch 94/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.012 Epoch 64 Batch 95/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 64 Batch 96/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 64 Batch 97/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 64 Batch 98/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 64 Batch 99/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 64 Batch 100/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 64 Batch 101/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 64 Batch 102/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 64 Batch 103/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.011 Epoch 64 Batch 104/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 64 Batch 105/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 64 Batch 106/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 64 Batch 107/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 64 Batch 108/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 64 Batch 109/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 64 Batch 110/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 64 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 64 Batch 112/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.010 Epoch 64 Batch 113/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 64 Batch 114/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.008 Epoch 64 Batch 115/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 64 Batch 116/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 64 Batch 117/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 64 Batch 118/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 64 Batch 119/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 64 Batch 120/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 64 Batch 121/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 64 Batch 122/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 64 Batch 123/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.009 Epoch 64 Batch 124/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 64 Batch 125/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 64 Batch 126/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.009 Epoch 64 Batch 127/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 64 Batch 128/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.011 Epoch 64 Batch 129/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.009 Epoch 64 Batch 130/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 64 Batch 131/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.010 Epoch 64 Batch 132/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 64 Batch 133/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.011 Epoch 64 Batch 134/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 64 Batch 135/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.009 Epoch 64 Batch 136/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.010 Epoch 64 Batch 137/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 64 Batch 138/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 64 Batch 139/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 64 Batch 140/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 64 Batch 141/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 64 Batch 142/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.011 Epoch 64 Batch 143/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.009 Epoch 64 Batch 144/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.007 Epoch 64 Batch 145/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.006 Epoch 64 Batch 146/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 64 Batch 147/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 64 Batch 148/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 64 Batch 149/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 64 Batch 150/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 64 Batch 151/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 64 Batch 152/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 64 Batch 153/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 64 Batch 154/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.007 Epoch 64 Batch 155/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.010 Epoch 64 Batch 156/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 64 Batch 157/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 64 Batch 158/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 64 Batch 159/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 64 Batch 160/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 64 Batch 161/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 64 Batch 162/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 64 Batch 163/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.008 Epoch 64 Batch 164/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 64 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.008 Epoch 64 Batch 166/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.009 Epoch 64 Batch 167/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.007 Epoch 64 Batch 168/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 64 Batch 169/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.007 Epoch 64 Batch 170/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.010 Epoch 64 Batch 171/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.010 Epoch 64 Batch 172/269 - Train Accuracy: 0.978, Validation Accuracy: 0.958, Loss: 0.009 Epoch 64 Batch 173/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.007 Epoch 64 Batch 174/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 64 Batch 175/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.012 Epoch 64 Batch 176/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.009 Epoch 64 Batch 177/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.008 Epoch 64 Batch 178/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 64 Batch 179/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 64 Batch 180/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 64 Batch 181/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.012 Epoch 64 Batch 182/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 64 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.006 Epoch 64 Batch 184/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 64 Batch 185/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 64 Batch 186/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 64 Batch 187/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 64 Batch 188/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.009 Epoch 64 Batch 189/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.008 Epoch 64 Batch 190/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 64 Batch 191/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 64 Batch 192/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 64 Batch 193/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 64 Batch 194/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 64 Batch 195/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 64 Batch 196/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 64 Batch 197/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.007 Epoch 64 Batch 198/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 64 Batch 199/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 64 Batch 200/269 - Train Accuracy: 0.980, Validation Accuracy: 0.960, Loss: 0.009 Epoch 64 Batch 201/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.008 Epoch 64 Batch 202/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.009 Epoch 64 Batch 203/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 64 Batch 204/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 64 Batch 205/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 64 Batch 206/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.011 Epoch 64 Batch 207/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 64 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 64 Batch 209/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 64 Batch 210/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.010 Epoch 64 Batch 211/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 64 Batch 212/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 64 Batch 213/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.008 Epoch 64 Batch 214/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.009 Epoch 64 Batch 215/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 64 Batch 216/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 64 Batch 217/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.010 Epoch 64 Batch 218/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.008 Epoch 64 Batch 219/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.011 Epoch 64 Batch 220/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 64 Batch 221/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 64 Batch 222/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 64 Batch 223/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.004 Epoch 64 Batch 224/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.012 Epoch 64 Batch 225/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 64 Batch 226/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 64 Batch 227/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.012 Epoch 64 Batch 228/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.008 Epoch 64 Batch 229/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.011 Epoch 64 Batch 230/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.008 Epoch 64 Batch 231/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.010 Epoch 64 Batch 232/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.009 Epoch 64 Batch 233/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.008 Epoch 64 Batch 234/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 64 Batch 235/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 64 Batch 236/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 64 Batch 237/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 64 Batch 238/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 64 Batch 239/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.011 Epoch 64 Batch 240/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 64 Batch 241/269 - Train Accuracy: 0.961, Validation Accuracy: 0.966, Loss: 0.012 Epoch 64 Batch 242/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 64 Batch 243/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.008 Epoch 64 Batch 244/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.010 Epoch 64 Batch 245/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 64 Batch 246/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.010 Epoch 64 Batch 247/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 64 Batch 248/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.008 Epoch 64 Batch 249/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 64 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 64 Batch 251/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.012 Epoch 64 Batch 252/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.008 Epoch 64 Batch 253/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 64 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 64 Batch 255/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.011 Epoch 64 Batch 256/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 64 Batch 257/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 64 Batch 258/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 64 Batch 259/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.011 Epoch 64 Batch 260/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 64 Batch 261/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 64 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.009 Epoch 64 Batch 263/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.009 Epoch 64 Batch 264/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.009 Epoch 64 Batch 265/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.008 Epoch 64 Batch 266/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.006 Epoch 64 Batch 267/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.007 Epoch 65 Batch 0/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.007 Epoch 65 Batch 1/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.011 Epoch 65 Batch 2/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.010 Epoch 65 Batch 3/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.011 Epoch 65 Batch 4/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 65 Batch 5/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.008 Epoch 65 Batch 6/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 65 Batch 7/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 65 Batch 8/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 65 Batch 9/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 65 Batch 10/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.008 Epoch 65 Batch 11/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 65 Batch 12/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 65 Batch 13/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.008 Epoch 65 Batch 14/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 65 Batch 15/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 65 Batch 16/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.013 Epoch 65 Batch 17/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 65 Batch 18/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.008 Epoch 65 Batch 19/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 65 Batch 20/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 65 Batch 21/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.011 Epoch 65 Batch 22/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.011 Epoch 65 Batch 23/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 65 Batch 24/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 65 Batch 25/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 65 Batch 26/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 65 Batch 27/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.010 Epoch 65 Batch 28/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 65 Batch 29/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.011 Epoch 65 Batch 30/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.010 Epoch 65 Batch 31/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 65 Batch 32/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 65 Batch 33/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 65 Batch 34/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 65 Batch 35/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 65 Batch 36/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 65 Batch 37/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.009 Epoch 65 Batch 38/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 65 Batch 39/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 65 Batch 40/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 65 Batch 41/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.008 Epoch 65 Batch 42/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 65 Batch 43/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 65 Batch 44/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 65 Batch 45/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 65 Batch 46/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.006 Epoch 65 Batch 47/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 65 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 65 Batch 49/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 65 Batch 50/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.011 Epoch 65 Batch 51/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 65 Batch 52/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 65 Batch 53/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 65 Batch 54/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 65 Batch 55/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 65 Batch 56/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.010 Epoch 65 Batch 57/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.014 Epoch 65 Batch 58/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 65 Batch 59/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.006 Epoch 65 Batch 60/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 65 Batch 61/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 65 Batch 62/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.011 Epoch 65 Batch 63/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.012 Epoch 65 Batch 64/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.007 Epoch 65 Batch 65/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 65 Batch 66/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 65 Batch 67/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.008 Epoch 65 Batch 68/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 65 Batch 69/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 65 Batch 70/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 65 Batch 71/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 65 Batch 72/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 65 Batch 73/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 65 Batch 74/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 65 Batch 75/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.011 Epoch 65 Batch 76/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 65 Batch 77/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 65 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 65 Batch 79/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 65 Batch 80/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.009 Epoch 65 Batch 81/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 65 Batch 82/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.009 Epoch 65 Batch 83/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.013 Epoch 65 Batch 84/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.007 Epoch 65 Batch 85/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.006 Epoch 65 Batch 86/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 65 Batch 87/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.007 Epoch 65 Batch 88/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 65 Batch 89/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 65 Batch 90/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.009 Epoch 65 Batch 91/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 65 Batch 92/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 65 Batch 93/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 65 Batch 94/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.012 Epoch 65 Batch 95/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 65 Batch 96/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 65 Batch 97/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 65 Batch 98/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 65 Batch 99/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 65 Batch 100/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.011 Epoch 65 Batch 101/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 65 Batch 102/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.009 Epoch 65 Batch 103/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 65 Batch 104/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.010 Epoch 65 Batch 105/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.009 Epoch 65 Batch 106/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 65 Batch 107/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.006 Epoch 65 Batch 108/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.007 Epoch 65 Batch 109/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.010 Epoch 65 Batch 110/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 65 Batch 111/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 65 Batch 112/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.009 Epoch 65 Batch 113/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.008 Epoch 65 Batch 114/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 65 Batch 115/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.011 Epoch 65 Batch 116/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.007 Epoch 65 Batch 117/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.007 Epoch 65 Batch 118/269 - Train Accuracy: 0.980, Validation Accuracy: 0.959, Loss: 0.007 Epoch 65 Batch 119/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.009 Epoch 65 Batch 120/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 65 Batch 121/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 65 Batch 122/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.008 Epoch 65 Batch 123/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.010 Epoch 65 Batch 124/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 65 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.007 Epoch 65 Batch 126/269 - Train Accuracy: 0.973, Validation Accuracy: 0.973, Loss: 0.008 Epoch 65 Batch 127/269 - Train Accuracy: 0.973, Validation Accuracy: 0.973, Loss: 0.008 Epoch 65 Batch 128/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.010 Epoch 65 Batch 129/269 - Train Accuracy: 0.970, Validation Accuracy: 0.974, Loss: 0.008 Epoch 65 Batch 130/269 - Train Accuracy: 0.971, Validation Accuracy: 0.974, Loss: 0.011 Epoch 65 Batch 131/269 - Train Accuracy: 0.967, Validation Accuracy: 0.975, Loss: 0.011 Epoch 65 Batch 132/269 - Train Accuracy: 0.968, Validation Accuracy: 0.972, Loss: 0.010 Epoch 65 Batch 133/269 - Train Accuracy: 0.971, Validation Accuracy: 0.976, Loss: 0.007 Epoch 65 Batch 134/269 - Train Accuracy: 0.970, Validation Accuracy: 0.975, Loss: 0.007 Epoch 65 Batch 135/269 - Train Accuracy: 0.974, Validation Accuracy: 0.973, Loss: 0.006 Epoch 65 Batch 136/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.009 Epoch 65 Batch 137/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.010 Epoch 65 Batch 138/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 65 Batch 139/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 65 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 65 Batch 141/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.009 Epoch 65 Batch 142/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.011 Epoch 65 Batch 143/269 - Train Accuracy: 0.962, Validation Accuracy: 0.966, Loss: 0.008 Epoch 65 Batch 144/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 65 Batch 145/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 65 Batch 146/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 65 Batch 147/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 65 Batch 148/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 65 Batch 149/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 65 Batch 150/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 65 Batch 151/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 65 Batch 152/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 65 Batch 153/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 65 Batch 154/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 65 Batch 155/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 65 Batch 156/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 65 Batch 157/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.006 Epoch 65 Batch 158/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 65 Batch 159/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 65 Batch 160/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 65 Batch 161/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 65 Batch 162/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 65 Batch 163/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.007 Epoch 65 Batch 164/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.008 Epoch 65 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.011 Epoch 65 Batch 166/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.011 Epoch 65 Batch 167/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 65 Batch 168/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 65 Batch 169/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.006 Epoch 65 Batch 170/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.010 Epoch 65 Batch 171/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 65 Batch 172/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 65 Batch 173/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 65 Batch 174/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 65 Batch 175/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 65 Batch 176/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 65 Batch 177/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.006 Epoch 65 Batch 178/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 65 Batch 179/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.009 Epoch 65 Batch 180/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.007 Epoch 65 Batch 181/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 65 Batch 182/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.008 Epoch 65 Batch 183/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.007 Epoch 65 Batch 184/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 65 Batch 185/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 65 Batch 186/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 65 Batch 187/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 65 Batch 188/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 65 Batch 189/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.005 Epoch 65 Batch 190/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 65 Batch 191/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.007 Epoch 65 Batch 192/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 65 Batch 193/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 65 Batch 194/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 65 Batch 195/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 65 Batch 196/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 65 Batch 197/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 65 Batch 198/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 65 Batch 199/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 65 Batch 200/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.006 Epoch 65 Batch 201/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.007 Epoch 65 Batch 202/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 65 Batch 203/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 65 Batch 204/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 65 Batch 205/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 65 Batch 206/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.010 Epoch 65 Batch 207/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.006 Epoch 65 Batch 208/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.010 Epoch 65 Batch 209/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 65 Batch 210/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 65 Batch 211/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 65 Batch 212/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 65 Batch 213/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 65 Batch 214/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 65 Batch 215/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 65 Batch 216/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 65 Batch 217/269 - Train Accuracy: 0.956, Validation Accuracy: 0.962, Loss: 0.011 Epoch 65 Batch 218/269 - Train Accuracy: 0.982, Validation Accuracy: 0.961, Loss: 0.007 Epoch 65 Batch 219/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.009 Epoch 65 Batch 220/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 65 Batch 221/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.007 Epoch 65 Batch 222/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 65 Batch 223/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.005 Epoch 65 Batch 224/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.012 Epoch 65 Batch 225/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 65 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 65 Batch 227/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 65 Batch 228/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.005 Epoch 65 Batch 229/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 65 Batch 230/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 65 Batch 231/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 65 Batch 232/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 65 Batch 233/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 65 Batch 234/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 65 Batch 235/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.006 Epoch 65 Batch 236/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 65 Batch 237/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 65 Batch 238/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 65 Batch 239/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 65 Batch 240/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 65 Batch 241/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.010 Epoch 65 Batch 242/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 65 Batch 243/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 65 Batch 244/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 65 Batch 245/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.012 Epoch 65 Batch 246/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.010 Epoch 65 Batch 247/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 65 Batch 248/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 65 Batch 249/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 65 Batch 250/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 65 Batch 251/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 65 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 65 Batch 253/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.009 Epoch 65 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 65 Batch 255/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 65 Batch 256/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.009 Epoch 65 Batch 257/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.011 Epoch 65 Batch 258/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.008 Epoch 65 Batch 259/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.010 Epoch 65 Batch 260/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.009 Epoch 65 Batch 261/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.006 Epoch 65 Batch 262/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 65 Batch 263/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.008 Epoch 65 Batch 264/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 65 Batch 265/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 65 Batch 266/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.007 Epoch 65 Batch 267/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 66 Batch 0/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 66 Batch 1/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 66 Batch 2/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 66 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.009 Epoch 66 Batch 4/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 66 Batch 5/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 66 Batch 6/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.011 Epoch 66 Batch 7/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 66 Batch 8/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 66 Batch 9/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 66 Batch 10/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 66 Batch 11/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 66 Batch 12/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 66 Batch 13/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.005 Epoch 66 Batch 14/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 66 Batch 15/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 66 Batch 16/269 - Train Accuracy: 0.964, Validation Accuracy: 0.970, Loss: 0.012 Epoch 66 Batch 17/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.008 Epoch 66 Batch 18/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.011 Epoch 66 Batch 19/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.007 Epoch 66 Batch 20/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 66 Batch 21/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.010 Epoch 66 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 66 Batch 23/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 66 Batch 24/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 66 Batch 25/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 66 Batch 26/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.007 Epoch 66 Batch 27/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 66 Batch 28/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.011 Epoch 66 Batch 29/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 66 Batch 30/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.009 Epoch 66 Batch 31/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 66 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.005 Epoch 66 Batch 33/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.007 Epoch 66 Batch 34/269 - Train Accuracy: 0.973, Validation Accuracy: 0.974, Loss: 0.007 Epoch 66 Batch 35/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.010 Epoch 66 Batch 36/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.008 Epoch 66 Batch 37/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.007 Epoch 66 Batch 38/269 - Train Accuracy: 0.969, Validation Accuracy: 0.972, Loss: 0.008 Epoch 66 Batch 39/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.005 Epoch 66 Batch 40/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 66 Batch 41/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 66 Batch 42/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 66 Batch 43/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 66 Batch 44/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 66 Batch 45/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 66 Batch 46/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 66 Batch 47/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 66 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 66 Batch 49/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 66 Batch 50/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 66 Batch 51/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 66 Batch 52/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 66 Batch 53/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.007 Epoch 66 Batch 54/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 66 Batch 55/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.007 Epoch 66 Batch 56/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.011 Epoch 66 Batch 57/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 66 Batch 58/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 66 Batch 59/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 66 Batch 60/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.009 Epoch 66 Batch 61/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 66 Batch 62/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 66 Batch 63/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 66 Batch 64/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 66 Batch 65/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.005 Epoch 66 Batch 66/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.009 Epoch 66 Batch 67/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 66 Batch 68/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.010 Epoch 66 Batch 69/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 66 Batch 70/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 66 Batch 71/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.010 Epoch 66 Batch 72/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 66 Batch 73/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.010 Epoch 66 Batch 74/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.006 Epoch 66 Batch 75/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.010 Epoch 66 Batch 76/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.007 Epoch 66 Batch 77/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.008 Epoch 66 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 66 Batch 79/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 66 Batch 80/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 66 Batch 81/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 66 Batch 82/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 66 Batch 83/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 66 Batch 84/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 66 Batch 85/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 66 Batch 86/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 66 Batch 87/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 66 Batch 88/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.009 Epoch 66 Batch 89/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.005 Epoch 66 Batch 90/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.008 Epoch 66 Batch 91/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.007 Epoch 66 Batch 92/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 66 Batch 93/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.006 Epoch 66 Batch 94/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.012 Epoch 66 Batch 95/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 66 Batch 96/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 66 Batch 97/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.013 Epoch 66 Batch 98/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 66 Batch 99/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 66 Batch 100/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 66 Batch 101/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 66 Batch 102/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.007 Epoch 66 Batch 103/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 66 Batch 104/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 66 Batch 105/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 66 Batch 106/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.007 Epoch 66 Batch 107/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.007 Epoch 66 Batch 108/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 66 Batch 109/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 66 Batch 110/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 66 Batch 111/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 66 Batch 112/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 66 Batch 113/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 66 Batch 114/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 66 Batch 115/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 66 Batch 116/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 66 Batch 117/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 66 Batch 118/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.008 Epoch 66 Batch 119/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 66 Batch 120/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.005 Epoch 66 Batch 121/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 66 Batch 122/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 66 Batch 123/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.008 Epoch 66 Batch 124/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 66 Batch 125/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.005 Epoch 66 Batch 126/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.008 Epoch 66 Batch 127/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 66 Batch 128/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 66 Batch 129/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.009 Epoch 66 Batch 130/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.012 Epoch 66 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 66 Batch 132/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.010 Epoch 66 Batch 133/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.005 Epoch 66 Batch 134/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.007 Epoch 66 Batch 135/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 66 Batch 136/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 66 Batch 137/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 66 Batch 138/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 66 Batch 139/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.006 Epoch 66 Batch 140/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 66 Batch 141/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.008 Epoch 66 Batch 142/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 66 Batch 143/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 66 Batch 144/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 66 Batch 145/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.004 Epoch 66 Batch 146/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 66 Batch 147/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 66 Batch 148/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 66 Batch 149/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 66 Batch 150/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 66 Batch 151/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.008 Epoch 66 Batch 152/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.010 Epoch 66 Batch 153/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.007 Epoch 66 Batch 154/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.008 Epoch 66 Batch 155/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 66 Batch 156/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 66 Batch 157/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.006 Epoch 66 Batch 158/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 66 Batch 159/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 66 Batch 160/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 66 Batch 161/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.005 Epoch 66 Batch 162/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.007 Epoch 66 Batch 163/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 66 Batch 164/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 66 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 66 Batch 166/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 66 Batch 167/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 66 Batch 168/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 66 Batch 169/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 66 Batch 170/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 66 Batch 171/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 66 Batch 172/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 66 Batch 173/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 66 Batch 174/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.009 Epoch 66 Batch 175/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.011 Epoch 66 Batch 176/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.010 Epoch 66 Batch 177/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 66 Batch 178/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.008 Epoch 66 Batch 179/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 66 Batch 180/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.007 Epoch 66 Batch 181/269 - Train Accuracy: 0.966, Validation Accuracy: 0.972, Loss: 0.012 Epoch 66 Batch 182/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.009 Epoch 66 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 66 Batch 184/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.013 Epoch 66 Batch 185/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 66 Batch 186/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 66 Batch 187/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 66 Batch 188/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 66 Batch 189/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.008 Epoch 66 Batch 190/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 66 Batch 191/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 66 Batch 192/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 66 Batch 193/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.005 Epoch 66 Batch 194/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 66 Batch 195/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 66 Batch 196/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 66 Batch 197/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 66 Batch 198/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 66 Batch 199/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 66 Batch 200/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.008 Epoch 66 Batch 201/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 66 Batch 202/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 66 Batch 203/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 66 Batch 204/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 66 Batch 205/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 66 Batch 206/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 66 Batch 207/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 66 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 66 Batch 209/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 66 Batch 210/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 66 Batch 211/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 66 Batch 212/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 66 Batch 213/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 66 Batch 214/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.008 Epoch 66 Batch 215/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.009 Epoch 66 Batch 216/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 66 Batch 217/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.010 Epoch 66 Batch 218/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.008 Epoch 66 Batch 219/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 66 Batch 220/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.009 Epoch 66 Batch 221/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 66 Batch 222/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 66 Batch 223/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.007 Epoch 66 Batch 224/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 66 Batch 225/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 66 Batch 226/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 66 Batch 227/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 66 Batch 228/269 - Train Accuracy: 0.977, Validation Accuracy: 0.958, Loss: 0.007 Epoch 66 Batch 229/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.006 Epoch 66 Batch 230/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.009 Epoch 66 Batch 231/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.011 Epoch 66 Batch 232/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.009 Epoch 66 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.010 Epoch 66 Batch 234/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 66 Batch 235/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.006 Epoch 66 Batch 236/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 66 Batch 237/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 66 Batch 238/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 66 Batch 239/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 66 Batch 240/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 66 Batch 241/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.011 Epoch 66 Batch 242/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.006 Epoch 66 Batch 243/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 66 Batch 244/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.008 Epoch 66 Batch 245/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 66 Batch 246/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 66 Batch 247/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 66 Batch 248/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 66 Batch 249/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 66 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 66 Batch 251/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 66 Batch 252/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 66 Batch 253/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 66 Batch 254/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 66 Batch 255/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.007 Epoch 66 Batch 256/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 66 Batch 257/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 66 Batch 258/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 66 Batch 259/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.010 Epoch 66 Batch 260/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 66 Batch 261/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.006 Epoch 66 Batch 262/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 66 Batch 263/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 66 Batch 264/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.008 Epoch 66 Batch 265/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.008 Epoch 66 Batch 266/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 66 Batch 267/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 67 Batch 0/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.007 Epoch 67 Batch 1/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 67 Batch 2/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.010 Epoch 67 Batch 3/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.008 Epoch 67 Batch 4/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 67 Batch 5/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 67 Batch 6/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.008 Epoch 67 Batch 7/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.007 Epoch 67 Batch 8/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.009 Epoch 67 Batch 9/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.012 Epoch 67 Batch 10/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 67 Batch 11/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 67 Batch 12/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.012 Epoch 67 Batch 13/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.008 Epoch 67 Batch 14/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.009 Epoch 67 Batch 15/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 67 Batch 16/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.013 Epoch 67 Batch 17/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 18/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 67 Batch 19/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 67 Batch 20/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 67 Batch 21/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.010 Epoch 67 Batch 22/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 67 Batch 23/269 - Train Accuracy: 0.962, Validation Accuracy: 0.964, Loss: 0.014 Epoch 67 Batch 24/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 67 Batch 25/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 67 Batch 26/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 67 Batch 27/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 67 Batch 28/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 67 Batch 29/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.011 Epoch 67 Batch 30/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 67 Batch 31/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 67 Batch 32/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 67 Batch 33/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 67 Batch 34/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 67 Batch 35/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.015 Epoch 67 Batch 36/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 67 Batch 37/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.008 Epoch 67 Batch 38/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 67 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 40/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 67 Batch 41/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.010 Epoch 67 Batch 42/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 67 Batch 43/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 67 Batch 44/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 67 Batch 45/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.013 Epoch 67 Batch 46/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 47/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 67 Batch 48/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 67 Batch 49/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 67 Batch 50/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.011 Epoch 67 Batch 51/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 67 Batch 52/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 67 Batch 53/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.009 Epoch 67 Batch 54/269 - Train Accuracy: 0.970, Validation Accuracy: 0.972, Loss: 0.010 Epoch 67 Batch 55/269 - Train Accuracy: 0.970, Validation Accuracy: 0.972, Loss: 0.009 Epoch 67 Batch 56/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.012 Epoch 67 Batch 57/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.012 Epoch 67 Batch 58/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 67 Batch 59/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 67 Batch 60/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 67 Batch 61/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 67 Batch 62/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 67 Batch 63/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.012 Epoch 67 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 67 Batch 65/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 67 Batch 66/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 67 Batch 67/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 68/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 67 Batch 69/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.013 Epoch 67 Batch 70/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.013 Epoch 67 Batch 71/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.013 Epoch 67 Batch 72/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.010 Epoch 67 Batch 73/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 74/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 75/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.011 Epoch 67 Batch 76/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 67 Batch 77/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 67 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 67 Batch 79/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.012 Epoch 67 Batch 80/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 81/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 67 Batch 82/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.007 Epoch 67 Batch 83/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.013 Epoch 67 Batch 84/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.009 Epoch 67 Batch 85/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.007 Epoch 67 Batch 86/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.009 Epoch 67 Batch 87/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.012 Epoch 67 Batch 88/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 67 Batch 89/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 67 Batch 90/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 91/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 67 Batch 92/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 93/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.007 Epoch 67 Batch 94/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.014 Epoch 67 Batch 95/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.009 Epoch 67 Batch 96/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.010 Epoch 67 Batch 97/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 67 Batch 98/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 67 Batch 99/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.009 Epoch 67 Batch 100/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.012 Epoch 67 Batch 101/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.011 Epoch 67 Batch 102/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.007 Epoch 67 Batch 103/269 - Train Accuracy: 0.973, Validation Accuracy: 0.973, Loss: 0.010 Epoch 67 Batch 104/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.009 Epoch 67 Batch 105/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.008 Epoch 67 Batch 106/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 67 Batch 107/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.010 Epoch 67 Batch 108/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 67 Batch 109/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 67 Batch 110/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 67 Batch 111/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 112/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.012 Epoch 67 Batch 113/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.012 Epoch 67 Batch 114/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.013 Epoch 67 Batch 115/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 67 Batch 116/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 67 Batch 117/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 67 Batch 118/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.009 Epoch 67 Batch 119/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.010 Epoch 67 Batch 120/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 121/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 67 Batch 122/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 123/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.009 Epoch 67 Batch 124/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 67 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 67 Batch 126/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 67 Batch 127/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.011 Epoch 67 Batch 128/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 129/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 67 Batch 130/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.013 Epoch 67 Batch 131/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.009 Epoch 67 Batch 132/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.009 Epoch 67 Batch 133/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.008 Epoch 67 Batch 134/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 67 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 67 Batch 136/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 67 Batch 137/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 67 Batch 138/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 67 Batch 139/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 67 Batch 140/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.010 Epoch 67 Batch 141/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.009 Epoch 67 Batch 142/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.012 Epoch 67 Batch 143/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 67 Batch 144/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 67 Batch 145/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 67 Batch 146/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 67 Batch 147/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.010 Epoch 67 Batch 148/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.010 Epoch 67 Batch 149/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 67 Batch 150/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.010 Epoch 67 Batch 151/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.009 Epoch 67 Batch 152/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 67 Batch 153/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 67 Batch 154/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.007 Epoch 67 Batch 155/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.009 Epoch 67 Batch 156/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 67 Batch 157/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 158/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 159/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.010 Epoch 67 Batch 160/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.007 Epoch 67 Batch 161/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 67 Batch 162/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 67 Batch 163/269 - Train Accuracy: 0.983, Validation Accuracy: 0.961, Loss: 0.009 Epoch 67 Batch 164/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 67 Batch 165/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 67 Batch 166/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.009 Epoch 67 Batch 167/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 67 Batch 168/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.012 Epoch 67 Batch 169/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.009 Epoch 67 Batch 170/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.010 Epoch 67 Batch 171/269 - Train Accuracy: 0.975, Validation Accuracy: 0.957, Loss: 0.008 Epoch 67 Batch 172/269 - Train Accuracy: 0.977, Validation Accuracy: 0.957, Loss: 0.010 Epoch 67 Batch 173/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.010 Epoch 67 Batch 174/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.011 Epoch 67 Batch 175/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.015 Epoch 67 Batch 176/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 67 Batch 177/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 178/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.012 Epoch 67 Batch 179/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.008 Epoch 67 Batch 180/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.009 Epoch 67 Batch 181/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.012 Epoch 67 Batch 182/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.010 Epoch 67 Batch 183/269 - Train Accuracy: 0.981, Validation Accuracy: 0.959, Loss: 0.007 Epoch 67 Batch 184/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 67 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.008 Epoch 67 Batch 186/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.008 Epoch 67 Batch 187/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.013 Epoch 67 Batch 188/269 - Train Accuracy: 0.982, Validation Accuracy: 0.961, Loss: 0.009 Epoch 67 Batch 189/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.008 Epoch 67 Batch 190/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 67 Batch 191/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 192/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 67 Batch 193/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.008 Epoch 67 Batch 194/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.010 Epoch 67 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.007 Epoch 67 Batch 196/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.013 Epoch 67 Batch 197/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.009 Epoch 67 Batch 198/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.011 Epoch 67 Batch 199/269 - Train Accuracy: 0.976, Validation Accuracy: 0.956, Loss: 0.010 Epoch 67 Batch 200/269 - Train Accuracy: 0.976, Validation Accuracy: 0.956, Loss: 0.008 Epoch 67 Batch 201/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.011 Epoch 67 Batch 202/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.009 Epoch 67 Batch 203/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.010 Epoch 67 Batch 204/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.009 Epoch 67 Batch 205/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 67 Batch 206/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.015 Epoch 67 Batch 207/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.012 Epoch 67 Batch 208/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 67 Batch 209/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 67 Batch 210/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 67 Batch 211/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 67 Batch 212/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 67 Batch 213/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.009 Epoch 67 Batch 214/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.009 Epoch 67 Batch 215/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 67 Batch 216/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.012 Epoch 67 Batch 217/269 - Train Accuracy: 0.962, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 218/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.008 Epoch 67 Batch 219/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.009 Epoch 67 Batch 220/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 221/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 67 Batch 222/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 67 Batch 223/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 67 Batch 224/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.011 Epoch 67 Batch 225/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 227/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.012 Epoch 67 Batch 228/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 67 Batch 229/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 67 Batch 230/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 67 Batch 231/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 232/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 67 Batch 233/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 67 Batch 234/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 67 Batch 235/269 - Train Accuracy: 0.983, Validation Accuracy: 0.961, Loss: 0.007 Epoch 67 Batch 236/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.010 Epoch 67 Batch 237/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.007 Epoch 67 Batch 238/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 67 Batch 239/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 67 Batch 240/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 67 Batch 241/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.010 Epoch 67 Batch 242/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 67 Batch 243/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 67 Batch 244/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 67 Batch 245/269 - Train Accuracy: 0.966, Validation Accuracy: 0.970, Loss: 0.010 Epoch 67 Batch 246/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 67 Batch 247/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 67 Batch 248/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 67 Batch 249/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 67 Batch 250/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.009 Epoch 67 Batch 251/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 67 Batch 252/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 67 Batch 253/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 67 Batch 254/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 67 Batch 255/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 67 Batch 256/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 67 Batch 257/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 67 Batch 258/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 67 Batch 259/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 67 Batch 260/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.011 Epoch 67 Batch 261/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.007 Epoch 67 Batch 262/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 67 Batch 263/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.009 Epoch 67 Batch 264/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 67 Batch 265/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.007 Epoch 67 Batch 266/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 67 Batch 267/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 68 Batch 0/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 68 Batch 1/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 68 Batch 2/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 68 Batch 3/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.006 Epoch 68 Batch 4/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 5/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 68 Batch 6/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 68 Batch 7/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.008 Epoch 68 Batch 8/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.010 Epoch 68 Batch 9/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.010 Epoch 68 Batch 10/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 11/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.011 Epoch 68 Batch 12/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 68 Batch 13/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 68 Batch 14/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.006 Epoch 68 Batch 15/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.007 Epoch 68 Batch 16/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 68 Batch 17/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 68 Batch 18/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.012 Epoch 68 Batch 19/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.007 Epoch 68 Batch 20/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 68 Batch 21/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.007 Epoch 68 Batch 22/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 68 Batch 23/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 68 Batch 24/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 68 Batch 25/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 68 Batch 26/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 68 Batch 27/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.011 Epoch 68 Batch 28/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.007 Epoch 68 Batch 29/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.011 Epoch 68 Batch 30/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.007 Epoch 68 Batch 31/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.011 Epoch 68 Batch 32/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.005 Epoch 68 Batch 33/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.007 Epoch 68 Batch 34/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.011 Epoch 68 Batch 35/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.014 Epoch 68 Batch 36/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.008 Epoch 68 Batch 37/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.010 Epoch 68 Batch 38/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.008 Epoch 68 Batch 39/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.007 Epoch 68 Batch 40/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.010 Epoch 68 Batch 41/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.008 Epoch 68 Batch 42/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 68 Batch 43/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.012 Epoch 68 Batch 44/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.013 Epoch 68 Batch 45/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 68 Batch 46/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.017 Epoch 68 Batch 47/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.008 Epoch 68 Batch 48/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.010 Epoch 68 Batch 49/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 68 Batch 50/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.015 Epoch 68 Batch 51/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 68 Batch 52/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.014 Epoch 68 Batch 53/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 68 Batch 54/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 68 Batch 55/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.012 Epoch 68 Batch 56/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.012 Epoch 68 Batch 57/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.012 Epoch 68 Batch 58/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 68 Batch 59/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 68 Batch 60/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 61/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.015 Epoch 68 Batch 62/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.013 Epoch 68 Batch 63/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.011 Epoch 68 Batch 64/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 68 Batch 65/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 68 Batch 66/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 68 Batch 67/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.014 Epoch 68 Batch 68/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.016 Epoch 68 Batch 69/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.012 Epoch 68 Batch 70/269 - Train Accuracy: 0.973, Validation Accuracy: 0.955, Loss: 0.008 Epoch 68 Batch 71/269 - Train Accuracy: 0.970, Validation Accuracy: 0.953, Loss: 0.013 Epoch 68 Batch 72/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.010 Epoch 68 Batch 73/269 - Train Accuracy: 0.972, Validation Accuracy: 0.954, Loss: 0.012 Epoch 68 Batch 74/269 - Train Accuracy: 0.972, Validation Accuracy: 0.955, Loss: 0.008 Epoch 68 Batch 75/269 - Train Accuracy: 0.973, Validation Accuracy: 0.953, Loss: 0.012 Epoch 68 Batch 76/269 - Train Accuracy: 0.976, Validation Accuracy: 0.954, Loss: 0.007 Epoch 68 Batch 77/269 - Train Accuracy: 0.972, Validation Accuracy: 0.955, Loss: 0.008 Epoch 68 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.009 Epoch 68 Batch 79/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.016 Epoch 68 Batch 80/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.016 Epoch 68 Batch 81/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.014 Epoch 68 Batch 82/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 68 Batch 83/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.015 Epoch 68 Batch 84/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.013 Epoch 68 Batch 85/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 68 Batch 86/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 68 Batch 87/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.012 Epoch 68 Batch 88/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 68 Batch 89/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.008 Epoch 68 Batch 90/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 68 Batch 91/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 68 Batch 92/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.011 Epoch 68 Batch 93/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 68 Batch 94/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 68 Batch 95/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 68 Batch 96/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 68 Batch 97/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.012 Epoch 68 Batch 98/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.011 Epoch 68 Batch 99/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 68 Batch 100/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.011 Epoch 68 Batch 101/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.011 Epoch 68 Batch 102/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 103/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 104/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 68 Batch 105/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 68 Batch 106/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.012 Epoch 68 Batch 107/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.010 Epoch 68 Batch 108/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 68 Batch 109/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 110/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.012 Epoch 68 Batch 111/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 68 Batch 112/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.012 Epoch 68 Batch 113/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 114/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 68 Batch 115/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 68 Batch 116/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 68 Batch 117/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 68 Batch 118/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.011 Epoch 68 Batch 119/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 68 Batch 120/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.009 Epoch 68 Batch 121/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.007 Epoch 68 Batch 122/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.011 Epoch 68 Batch 123/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.010 Epoch 68 Batch 124/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 68 Batch 125/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 68 Batch 126/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 68 Batch 127/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 68 Batch 128/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 68 Batch 129/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 68 Batch 130/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.010 Epoch 68 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 132/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.011 Epoch 68 Batch 133/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 68 Batch 134/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 68 Batch 135/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.006 Epoch 68 Batch 136/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 68 Batch 137/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.011 Epoch 68 Batch 138/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 68 Batch 139/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 68 Batch 140/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 68 Batch 141/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.012 Epoch 68 Batch 142/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.013 Epoch 68 Batch 143/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 68 Batch 144/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 68 Batch 145/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.006 Epoch 68 Batch 146/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 68 Batch 147/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 68 Batch 148/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.011 Epoch 68 Batch 149/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.012 Epoch 68 Batch 150/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 68 Batch 151/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.011 Epoch 68 Batch 152/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 68 Batch 153/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.011 Epoch 68 Batch 154/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.013 Epoch 68 Batch 155/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 68 Batch 156/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 68 Batch 157/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 68 Batch 158/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.011 Epoch 68 Batch 159/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 68 Batch 160/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 68 Batch 161/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.012 Epoch 68 Batch 162/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 68 Batch 163/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.010 Epoch 68 Batch 164/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 68 Batch 165/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 68 Batch 166/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.011 Epoch 68 Batch 167/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 68 Batch 168/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.011 Epoch 68 Batch 169/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.012 Epoch 68 Batch 170/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 68 Batch 171/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 68 Batch 172/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.013 Epoch 68 Batch 173/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 68 Batch 174/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.012 Epoch 68 Batch 175/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.012 Epoch 68 Batch 176/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 68 Batch 177/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 68 Batch 178/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 68 Batch 179/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 68 Batch 180/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 68 Batch 181/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 68 Batch 182/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.007 Epoch 68 Batch 183/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.005 Epoch 68 Batch 184/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.014 Epoch 68 Batch 185/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 68 Batch 186/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 68 Batch 187/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.015 Epoch 68 Batch 188/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 189/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.006 Epoch 68 Batch 190/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.013 Epoch 68 Batch 191/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 192/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.009 Epoch 68 Batch 193/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.011 Epoch 68 Batch 194/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 195/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.012 Epoch 68 Batch 196/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.012 Epoch 68 Batch 197/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 68 Batch 198/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 68 Batch 199/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.008 Epoch 68 Batch 200/269 - Train Accuracy: 0.978, Validation Accuracy: 0.955, Loss: 0.010 Epoch 68 Batch 201/269 - Train Accuracy: 0.974, Validation Accuracy: 0.955, Loss: 0.009 Epoch 68 Batch 202/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.008 Epoch 68 Batch 203/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.014 Epoch 68 Batch 204/269 - Train Accuracy: 0.978, Validation Accuracy: 0.958, Loss: 0.010 Epoch 68 Batch 205/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.006 Epoch 68 Batch 206/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.013 Epoch 68 Batch 207/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.009 Epoch 68 Batch 208/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 68 Batch 209/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 68 Batch 210/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 211/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 212/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 68 Batch 213/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 68 Batch 214/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.010 Epoch 68 Batch 215/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 68 Batch 216/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.011 Epoch 68 Batch 217/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.012 Epoch 68 Batch 218/269 - Train Accuracy: 0.978, Validation Accuracy: 0.958, Loss: 0.008 Epoch 68 Batch 219/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.006 Epoch 68 Batch 220/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 68 Batch 221/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 68 Batch 222/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 68 Batch 223/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 68 Batch 224/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.013 Epoch 68 Batch 225/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 226/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 68 Batch 227/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.010 Epoch 68 Batch 228/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.008 Epoch 68 Batch 229/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 230/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 68 Batch 231/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 68 Batch 232/269 - Train Accuracy: 0.970, Validation Accuracy: 0.972, Loss: 0.008 Epoch 68 Batch 233/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.007 Epoch 68 Batch 234/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.009 Epoch 68 Batch 235/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.007 Epoch 68 Batch 236/269 - Train Accuracy: 0.973, Validation Accuracy: 0.973, Loss: 0.010 Epoch 68 Batch 237/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.008 Epoch 68 Batch 238/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.010 Epoch 68 Batch 239/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 68 Batch 240/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 68 Batch 241/269 - Train Accuracy: 0.964, Validation Accuracy: 0.968, Loss: 0.010 Epoch 68 Batch 242/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 68 Batch 243/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 68 Batch 244/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 68 Batch 245/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 68 Batch 246/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 68 Batch 247/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 68 Batch 248/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 68 Batch 249/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 68 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 68 Batch 251/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 68 Batch 252/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 68 Batch 253/269 - Train Accuracy: 0.965, Validation Accuracy: 0.971, Loss: 0.010 Epoch 68 Batch 254/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.009 Epoch 68 Batch 255/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 68 Batch 256/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 68 Batch 257/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.011 Epoch 68 Batch 258/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.011 Epoch 68 Batch 259/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 68 Batch 260/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.008 Epoch 68 Batch 261/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.012 Epoch 68 Batch 262/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 68 Batch 263/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.012 Epoch 68 Batch 264/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 68 Batch 265/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 68 Batch 266/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 68 Batch 267/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 69 Batch 0/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.010 Epoch 69 Batch 1/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 69 Batch 2/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.011 Epoch 69 Batch 3/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.006 Epoch 69 Batch 4/269 - Train Accuracy: 0.963, Validation Accuracy: 0.969, Loss: 0.013 Epoch 69 Batch 5/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 69 Batch 6/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.011 Epoch 69 Batch 7/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.009 Epoch 69 Batch 8/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.010 Epoch 69 Batch 9/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.010 Epoch 69 Batch 10/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 69 Batch 11/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.012 Epoch 69 Batch 12/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.014 Epoch 69 Batch 13/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 69 Batch 14/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 69 Batch 15/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 69 Batch 16/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.012 Epoch 69 Batch 17/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.009 Epoch 69 Batch 18/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.014 Epoch 69 Batch 19/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 69 Batch 20/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 69 Batch 21/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.012 Epoch 69 Batch 22/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 69 Batch 23/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 69 Batch 24/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 69 Batch 25/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.015 Epoch 69 Batch 26/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.014 Epoch 69 Batch 27/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 69 Batch 28/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 69 Batch 29/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.011 Epoch 69 Batch 30/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.009 Epoch 69 Batch 31/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 69 Batch 32/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 69 Batch 33/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 69 Batch 34/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 69 Batch 35/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.015 Epoch 69 Batch 36/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 69 Batch 37/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.012 Epoch 69 Batch 38/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.009 Epoch 69 Batch 39/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.009 Epoch 69 Batch 40/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.012 Epoch 69 Batch 41/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 69 Batch 42/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.007 Epoch 69 Batch 43/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.011 Epoch 69 Batch 44/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.015 Epoch 69 Batch 45/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 69 Batch 46/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 69 Batch 47/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 69 Batch 48/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.011 Epoch 69 Batch 49/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 69 Batch 50/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.014 Epoch 69 Batch 51/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.009 Epoch 69 Batch 52/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 69 Batch 53/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 69 Batch 54/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 69 Batch 55/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.011 Epoch 69 Batch 56/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.010 Epoch 69 Batch 57/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.012 Epoch 69 Batch 58/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.013 Epoch 69 Batch 59/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 69 Batch 60/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 69 Batch 61/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 69 Batch 62/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.015 Epoch 69 Batch 63/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 69 Batch 64/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 69 Batch 65/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 69 Batch 66/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.010 Epoch 69 Batch 67/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 69 Batch 68/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.011 Epoch 69 Batch 69/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 69 Batch 70/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 69 Batch 71/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.013 Epoch 69 Batch 72/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 69 Batch 73/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.011 Epoch 69 Batch 74/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 69 Batch 75/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.011 Epoch 69 Batch 76/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 69 Batch 77/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.009 Epoch 69 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 69 Batch 79/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 69 Batch 80/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.010 Epoch 69 Batch 81/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 69 Batch 82/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.008 Epoch 69 Batch 83/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.015 Epoch 69 Batch 84/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 69 Batch 85/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 69 Batch 86/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.006 Epoch 69 Batch 87/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.011 Epoch 69 Batch 88/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 69 Batch 89/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 69 Batch 90/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.007 Epoch 69 Batch 91/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 69 Batch 92/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 69 Batch 93/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 69 Batch 94/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.011 Epoch 69 Batch 95/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 69 Batch 96/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 69 Batch 97/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 69 Batch 98/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 69 Batch 99/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 69 Batch 100/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.010 Epoch 69 Batch 101/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.015 Epoch 69 Batch 102/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.008 Epoch 69 Batch 103/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.012 Epoch 69 Batch 104/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.011 Epoch 69 Batch 105/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 69 Batch 106/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 69 Batch 107/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.006 Epoch 69 Batch 108/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 69 Batch 109/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 69 Batch 110/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 69 Batch 111/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.009 Epoch 69 Batch 112/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 69 Batch 113/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 69 Batch 114/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 69 Batch 115/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 69 Batch 116/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.008 Epoch 69 Batch 117/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 69 Batch 118/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.008 Epoch 69 Batch 119/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.011 Epoch 69 Batch 120/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.011 Epoch 69 Batch 121/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 69 Batch 122/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 69 Batch 123/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.011 Epoch 69 Batch 124/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.011 Epoch 69 Batch 125/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 69 Batch 126/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 69 Batch 127/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.012 Epoch 69 Batch 128/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.011 Epoch 69 Batch 129/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.010 Epoch 69 Batch 130/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.011 Epoch 69 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 69 Batch 132/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.010 Epoch 69 Batch 133/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 69 Batch 134/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 69 Batch 135/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 69 Batch 136/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 69 Batch 137/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 69 Batch 138/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.008 Epoch 69 Batch 139/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 69 Batch 140/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 69 Batch 141/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.009 Epoch 69 Batch 142/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.010 Epoch 69 Batch 143/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 69 Batch 144/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 69 Batch 145/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.006 Epoch 69 Batch 146/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 69 Batch 147/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.012 Epoch 69 Batch 148/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 69 Batch 149/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 69 Batch 150/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.011 Epoch 69 Batch 151/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 69 Batch 152/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 69 Batch 153/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 69 Batch 154/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 69 Batch 155/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 69 Batch 156/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 69 Batch 157/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 69 Batch 158/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 69 Batch 159/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 69 Batch 160/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 69 Batch 161/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.010 Epoch 69 Batch 162/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 69 Batch 163/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.007 Epoch 69 Batch 164/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 69 Batch 165/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.007 Epoch 69 Batch 166/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.010 Epoch 69 Batch 167/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 69 Batch 168/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 69 Batch 169/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.009 Epoch 69 Batch 170/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 69 Batch 171/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.012 Epoch 69 Batch 172/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 69 Batch 173/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.008 Epoch 69 Batch 174/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.012 Epoch 69 Batch 175/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.011 Epoch 69 Batch 176/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.007 Epoch 69 Batch 177/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 69 Batch 178/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.013 Epoch 69 Batch 179/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.011 Epoch 69 Batch 180/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 69 Batch 181/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 69 Batch 182/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 69 Batch 183/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.008 Epoch 69 Batch 184/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.012 Epoch 69 Batch 185/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.012 Epoch 69 Batch 186/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 69 Batch 187/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.013 Epoch 69 Batch 188/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 69 Batch 189/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.008 Epoch 69 Batch 190/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 69 Batch 191/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.009 Epoch 69 Batch 192/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 69 Batch 193/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 69 Batch 194/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 69 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 69 Batch 196/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 69 Batch 197/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 69 Batch 198/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.012 Epoch 69 Batch 199/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.013 Epoch 69 Batch 200/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.007 Epoch 69 Batch 201/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.010 Epoch 69 Batch 202/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.011 Epoch 69 Batch 203/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.013 Epoch 69 Batch 204/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.014 Epoch 69 Batch 205/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.008 Epoch 69 Batch 206/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.022 Epoch 69 Batch 207/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.015 Epoch 69 Batch 208/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.015 Epoch 69 Batch 209/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.014 Epoch 69 Batch 210/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.012 Epoch 69 Batch 211/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.017 Epoch 69 Batch 212/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.017 Epoch 69 Batch 213/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.016 Epoch 69 Batch 214/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.016 Epoch 69 Batch 215/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.014 Epoch 69 Batch 216/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.016 Epoch 69 Batch 217/269 - Train Accuracy: 0.958, Validation Accuracy: 0.959, Loss: 0.015 Epoch 69 Batch 218/269 - Train Accuracy: 0.977, Validation Accuracy: 0.955, Loss: 0.014 Epoch 69 Batch 219/269 - Train Accuracy: 0.979, Validation Accuracy: 0.954, Loss: 0.012 Epoch 69 Batch 220/269 - Train Accuracy: 0.973, Validation Accuracy: 0.954, Loss: 0.012 Epoch 69 Batch 221/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.013 Epoch 69 Batch 222/269 - Train Accuracy: 0.978, Validation Accuracy: 0.956, Loss: 0.010 Epoch 69 Batch 223/269 - Train Accuracy: 0.976, Validation Accuracy: 0.957, Loss: 0.011 Epoch 69 Batch 224/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.018 Epoch 69 Batch 225/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.012 Epoch 69 Batch 226/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.011 Epoch 69 Batch 227/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.014 Epoch 69 Batch 228/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.011 Epoch 69 Batch 229/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 69 Batch 230/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.012 Epoch 69 Batch 231/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 69 Batch 232/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 69 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 69 Batch 234/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 69 Batch 235/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 69 Batch 236/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 69 Batch 237/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 69 Batch 238/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.011 Epoch 69 Batch 239/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 69 Batch 240/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 69 Batch 241/269 - Train Accuracy: 0.962, Validation Accuracy: 0.966, Loss: 0.014 Epoch 69 Batch 242/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 69 Batch 243/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.010 Epoch 69 Batch 244/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 69 Batch 245/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 69 Batch 246/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 69 Batch 247/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.012 Epoch 69 Batch 248/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 69 Batch 249/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 69 Batch 250/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 69 Batch 251/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 69 Batch 252/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 69 Batch 253/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 69 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 69 Batch 255/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 69 Batch 256/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 69 Batch 257/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 69 Batch 258/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 69 Batch 259/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 69 Batch 260/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 69 Batch 261/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 69 Batch 262/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 69 Batch 263/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 69 Batch 264/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.011 Epoch 69 Batch 265/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 69 Batch 266/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 69 Batch 267/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.009 Epoch 70 Batch 0/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.007 Epoch 70 Batch 1/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.009 Epoch 70 Batch 2/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.011 Epoch 70 Batch 3/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 70 Batch 4/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.010 Epoch 70 Batch 5/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 70 Batch 6/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 70 Batch 7/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 70 Batch 8/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 70 Batch 9/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 70 Batch 10/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 70 Batch 11/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 70 Batch 12/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 70 Batch 13/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 70 Batch 14/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 70 Batch 15/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 70 Batch 16/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.016 Epoch 70 Batch 17/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.014 Epoch 70 Batch 18/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 70 Batch 19/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.015 Epoch 70 Batch 20/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 70 Batch 21/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.011 Epoch 70 Batch 22/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.011 Epoch 70 Batch 23/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 70 Batch 24/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 70 Batch 25/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 70 Batch 26/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.011 Epoch 70 Batch 27/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 70 Batch 28/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.009 Epoch 70 Batch 29/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 70 Batch 30/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.011 Epoch 70 Batch 31/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 70 Batch 32/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.006 Epoch 70 Batch 33/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.009 Epoch 70 Batch 34/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.008 Epoch 70 Batch 35/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.016 Epoch 70 Batch 36/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 70 Batch 37/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.010 Epoch 70 Batch 38/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 70 Batch 39/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.006 Epoch 70 Batch 40/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.014 Epoch 70 Batch 41/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.009 Epoch 70 Batch 42/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.010 Epoch 70 Batch 43/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.011 Epoch 70 Batch 44/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.010 Epoch 70 Batch 45/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.012 Epoch 70 Batch 46/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.010 Epoch 70 Batch 47/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.008 Epoch 70 Batch 48/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.009 Epoch 70 Batch 49/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.007 Epoch 70 Batch 50/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.012 Epoch 70 Batch 51/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.012 Epoch 70 Batch 52/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.011 Epoch 70 Batch 53/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 70 Batch 54/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.011 Epoch 70 Batch 55/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 70 Batch 56/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.008 Epoch 70 Batch 57/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.014 Epoch 70 Batch 58/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 70 Batch 59/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 70 Batch 60/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 70 Batch 61/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.011 Epoch 70 Batch 62/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.012 Epoch 70 Batch 63/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 70 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 70 Batch 65/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.008 Epoch 70 Batch 66/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.011 Epoch 70 Batch 67/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 70 Batch 68/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.014 Epoch 70 Batch 69/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.011 Epoch 70 Batch 70/269 - Train Accuracy: 0.978, Validation Accuracy: 0.959, Loss: 0.008 Epoch 70 Batch 71/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.013 Epoch 70 Batch 72/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.008 Epoch 70 Batch 73/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.012 Epoch 70 Batch 74/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.007 Epoch 70 Batch 75/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.012 Epoch 70 Batch 76/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.009 Epoch 70 Batch 77/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.010 Epoch 70 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.011 Epoch 70 Batch 79/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 70 Batch 80/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 70 Batch 81/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 70 Batch 82/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 70 Batch 83/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.012 Epoch 70 Batch 84/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 70 Batch 85/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.007 Epoch 70 Batch 86/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 70 Batch 87/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 70 Batch 88/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.009 Epoch 70 Batch 89/269 - Train Accuracy: 0.979, Validation Accuracy: 0.958, Loss: 0.007 Epoch 70 Batch 90/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.010 Epoch 70 Batch 91/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.008 Epoch 70 Batch 92/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.009 Epoch 70 Batch 93/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.008 Epoch 70 Batch 94/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.013 Epoch 70 Batch 95/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.009 Epoch 70 Batch 96/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 70 Batch 97/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.014 Epoch 70 Batch 98/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.011 Epoch 70 Batch 99/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.007 Epoch 70 Batch 100/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 70 Batch 101/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.014 Epoch 70 Batch 102/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.013 Epoch 70 Batch 103/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.009 Epoch 70 Batch 104/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.010 Epoch 70 Batch 105/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.008 Epoch 70 Batch 106/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.007 Epoch 70 Batch 107/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.007 Epoch 70 Batch 108/269 - Train Accuracy: 0.977, Validation Accuracy: 0.958, Loss: 0.008 Epoch 70 Batch 109/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.010 Epoch 70 Batch 110/269 - Train Accuracy: 0.979, Validation Accuracy: 0.957, Loss: 0.008 Epoch 70 Batch 111/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.012 Epoch 70 Batch 112/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.009 Epoch 70 Batch 113/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.009 Epoch 70 Batch 114/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.011 Epoch 70 Batch 115/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.010 Epoch 70 Batch 116/269 - Train Accuracy: 0.978, Validation Accuracy: 0.954, Loss: 0.008 Epoch 70 Batch 117/269 - Train Accuracy: 0.977, Validation Accuracy: 0.955, Loss: 0.008 Epoch 70 Batch 118/269 - Train Accuracy: 0.978, Validation Accuracy: 0.959, Loss: 0.009 Epoch 70 Batch 119/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.011 Epoch 70 Batch 120/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 70 Batch 121/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 70 Batch 122/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 70 Batch 123/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.012 Epoch 70 Batch 124/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 70 Batch 125/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 70 Batch 126/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.012 Epoch 70 Batch 127/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.010 Epoch 70 Batch 128/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 70 Batch 129/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 70 Batch 130/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.013 Epoch 70 Batch 131/269 - Train Accuracy: 0.965, Validation Accuracy: 0.971, Loss: 0.010 Epoch 70 Batch 132/269 - Train Accuracy: 0.967, Validation Accuracy: 0.973, Loss: 0.011 Epoch 70 Batch 133/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.009 Epoch 70 Batch 134/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 70 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 70 Batch 136/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 70 Batch 137/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.008 Epoch 70 Batch 138/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 70 Batch 139/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 70 Batch 140/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.011 Epoch 70 Batch 141/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 70 Batch 142/269 - Train Accuracy: 0.965, Validation Accuracy: 0.970, Loss: 0.011 Epoch 70 Batch 143/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 70 Batch 144/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.009 Epoch 70 Batch 145/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.007 Epoch 70 Batch 146/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.010 Epoch 70 Batch 147/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.010 Epoch 70 Batch 148/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.009 Epoch 70 Batch 149/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.011 Epoch 70 Batch 150/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.011 Epoch 70 Batch 151/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 70 Batch 152/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 70 Batch 153/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 70 Batch 154/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 70 Batch 155/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 70 Batch 156/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 70 Batch 157/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 70 Batch 158/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 70 Batch 159/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 70 Batch 160/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 70 Batch 161/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 70 Batch 162/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 70 Batch 163/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.007 Epoch 70 Batch 164/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 70 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 70 Batch 166/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.010 Epoch 70 Batch 167/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.010 Epoch 70 Batch 168/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.012 Epoch 70 Batch 169/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 70 Batch 170/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.009 Epoch 70 Batch 171/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 70 Batch 172/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 70 Batch 173/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 70 Batch 174/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 70 Batch 175/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 70 Batch 176/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 70 Batch 177/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.007 Epoch 70 Batch 178/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.013 Epoch 70 Batch 179/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.015 Epoch 70 Batch 180/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 70 Batch 181/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.013 Epoch 70 Batch 182/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 70 Batch 183/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.007 Epoch 70 Batch 184/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 70 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.014 Epoch 70 Batch 186/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 70 Batch 187/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.015 Epoch 70 Batch 188/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 70 Batch 189/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.007 Epoch 70 Batch 190/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.011 Epoch 70 Batch 191/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 70 Batch 192/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 70 Batch 193/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 70 Batch 194/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.012 Epoch 70 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 70 Batch 196/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.013 Epoch 70 Batch 197/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 70 Batch 198/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.010 Epoch 70 Batch 199/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 70 Batch 200/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.012 Epoch 70 Batch 201/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 70 Batch 202/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 70 Batch 203/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.015 Epoch 70 Batch 204/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 70 Batch 205/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 70 Batch 206/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 70 Batch 207/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 70 Batch 208/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.014 Epoch 70 Batch 209/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 70 Batch 210/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 70 Batch 211/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.011 Epoch 70 Batch 212/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 70 Batch 213/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 70 Batch 214/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 70 Batch 215/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.011 Epoch 70 Batch 216/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 70 Batch 217/269 - Train Accuracy: 0.961, Validation Accuracy: 0.964, Loss: 0.012 Epoch 70 Batch 218/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.006 Epoch 70 Batch 219/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.011 Epoch 70 Batch 220/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 70 Batch 221/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.009 Epoch 70 Batch 222/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.008 Epoch 70 Batch 223/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.007 Epoch 70 Batch 224/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.013 Epoch 70 Batch 225/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.010 Epoch 70 Batch 226/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 70 Batch 227/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.012 Epoch 70 Batch 228/269 - Train Accuracy: 0.973, Validation Accuracy: 0.954, Loss: 0.008 Epoch 70 Batch 229/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.011 Epoch 70 Batch 230/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.008 Epoch 70 Batch 231/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 70 Batch 232/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 70 Batch 233/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 70 Batch 234/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 70 Batch 235/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.007 Epoch 70 Batch 236/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 70 Batch 237/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 70 Batch 238/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 70 Batch 239/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 70 Batch 240/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.007 Epoch 70 Batch 241/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 70 Batch 242/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.009 Epoch 70 Batch 243/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.011 Epoch 70 Batch 244/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.010 Epoch 70 Batch 245/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.010 Epoch 70 Batch 246/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 70 Batch 247/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 70 Batch 248/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 70 Batch 249/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 70 Batch 250/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 70 Batch 251/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.010 Epoch 70 Batch 252/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.006 Epoch 70 Batch 253/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 70 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 70 Batch 255/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 70 Batch 256/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 70 Batch 257/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.013 Epoch 70 Batch 258/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 70 Batch 259/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.009 Epoch 70 Batch 260/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 70 Batch 261/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.011 Epoch 70 Batch 262/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.012 Epoch 70 Batch 263/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 70 Batch 264/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 70 Batch 265/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 70 Batch 266/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.006 Epoch 70 Batch 267/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.009 Epoch 71 Batch 0/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 71 Batch 1/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 71 Batch 2/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 71 Batch 3/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 71 Batch 4/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 71 Batch 5/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 71 Batch 6/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 71 Batch 7/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 71 Batch 8/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 71 Batch 9/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 71 Batch 10/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.008 Epoch 71 Batch 11/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 71 Batch 12/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.012 Epoch 71 Batch 13/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.007 Epoch 71 Batch 14/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.006 Epoch 71 Batch 15/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 71 Batch 16/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.013 Epoch 71 Batch 17/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 71 Batch 18/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 71 Batch 19/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.011 Epoch 71 Batch 20/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 71 Batch 21/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 71 Batch 22/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 71 Batch 23/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 71 Batch 24/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 71 Batch 25/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.012 Epoch 71 Batch 26/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.007 Epoch 71 Batch 27/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.011 Epoch 71 Batch 28/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.008 Epoch 71 Batch 29/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.009 Epoch 71 Batch 30/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.009 Epoch 71 Batch 31/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 71 Batch 32/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.005 Epoch 71 Batch 33/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 71 Batch 34/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.007 Epoch 71 Batch 35/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.016 Epoch 71 Batch 36/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 71 Batch 37/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 71 Batch 38/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 71 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 71 Batch 40/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.012 Epoch 71 Batch 41/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 71 Batch 42/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 71 Batch 43/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 71 Batch 44/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 71 Batch 45/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.012 Epoch 71 Batch 46/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 71 Batch 47/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.008 Epoch 71 Batch 48/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 71 Batch 49/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 71 Batch 50/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.009 Epoch 71 Batch 51/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 71 Batch 52/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 71 Batch 53/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.008 Epoch 71 Batch 54/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 71 Batch 55/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 71 Batch 56/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 71 Batch 57/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.012 Epoch 71 Batch 58/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 71 Batch 59/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 71 Batch 60/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.010 Epoch 71 Batch 61/269 - Train Accuracy: 0.966, Validation Accuracy: 0.972, Loss: 0.012 Epoch 71 Batch 62/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.010 Epoch 71 Batch 63/269 - Train Accuracy: 0.973, Validation Accuracy: 0.974, Loss: 0.010 Epoch 71 Batch 64/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.006 Epoch 71 Batch 65/269 - Train Accuracy: 0.976, Validation Accuracy: 0.974, Loss: 0.008 Epoch 71 Batch 66/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.010 Epoch 71 Batch 67/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.013 Epoch 71 Batch 68/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.015 Epoch 71 Batch 69/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 71 Batch 70/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 71 Batch 71/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.013 Epoch 71 Batch 72/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.008 Epoch 71 Batch 73/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 71 Batch 74/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 71 Batch 75/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.013 Epoch 71 Batch 76/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 71 Batch 77/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 71 Batch 78/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 71 Batch 79/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 71 Batch 80/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.011 Epoch 71 Batch 81/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 71 Batch 82/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 71 Batch 83/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.013 Epoch 71 Batch 84/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 71 Batch 85/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 71 Batch 86/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 71 Batch 87/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.014 Epoch 71 Batch 88/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 71 Batch 89/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.013 Epoch 71 Batch 90/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.008 Epoch 71 Batch 91/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.008 Epoch 71 Batch 92/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.009 Epoch 71 Batch 93/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.007 Epoch 71 Batch 94/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.011 Epoch 71 Batch 95/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.009 Epoch 71 Batch 96/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 71 Batch 97/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.011 Epoch 71 Batch 98/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.012 Epoch 71 Batch 99/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 71 Batch 100/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 71 Batch 101/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.014 Epoch 71 Batch 102/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 71 Batch 103/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.014 Epoch 71 Batch 104/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 71 Batch 105/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 71 Batch 106/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 71 Batch 107/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.011 Epoch 71 Batch 108/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 71 Batch 109/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.010 Epoch 71 Batch 110/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 71 Batch 111/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.011 Epoch 71 Batch 112/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 71 Batch 113/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 71 Batch 114/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 71 Batch 115/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 71 Batch 116/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.008 Epoch 71 Batch 117/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 71 Batch 118/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.008 Epoch 71 Batch 119/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 71 Batch 120/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 71 Batch 121/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 71 Batch 122/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 71 Batch 123/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 71 Batch 124/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 71 Batch 125/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.008 Epoch 71 Batch 126/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 71 Batch 127/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.011 Epoch 71 Batch 128/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.010 Epoch 71 Batch 129/269 - Train Accuracy: 0.969, Validation Accuracy: 0.972, Loss: 0.009 Epoch 71 Batch 130/269 - Train Accuracy: 0.970, Validation Accuracy: 0.973, Loss: 0.011 Epoch 71 Batch 131/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.010 Epoch 71 Batch 132/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.010 Epoch 71 Batch 133/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 71 Batch 134/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 71 Batch 135/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.006 Epoch 71 Batch 136/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 71 Batch 137/269 - Train Accuracy: 0.966, Validation Accuracy: 0.970, Loss: 0.010 Epoch 71 Batch 138/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 71 Batch 139/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 71 Batch 140/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 71 Batch 141/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 71 Batch 142/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.012 Epoch 71 Batch 143/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 71 Batch 144/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 71 Batch 145/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.005 Epoch 71 Batch 146/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.008 Epoch 71 Batch 147/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 71 Batch 148/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 71 Batch 149/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 71 Batch 150/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 71 Batch 151/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 71 Batch 152/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 71 Batch 153/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 71 Batch 154/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 71 Batch 155/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 71 Batch 156/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 71 Batch 157/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.007 Epoch 71 Batch 158/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 71 Batch 159/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 71 Batch 160/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 71 Batch 161/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 71 Batch 162/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.007 Epoch 71 Batch 163/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.008 Epoch 71 Batch 164/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 71 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 71 Batch 166/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 71 Batch 167/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 71 Batch 168/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 71 Batch 169/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 71 Batch 170/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 71 Batch 171/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 71 Batch 172/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.010 Epoch 71 Batch 173/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.011 Epoch 71 Batch 174/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 71 Batch 175/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 71 Batch 176/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 71 Batch 177/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 71 Batch 178/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 71 Batch 179/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 71 Batch 180/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 71 Batch 181/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.013 Epoch 71 Batch 182/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 71 Batch 183/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 71 Batch 184/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 71 Batch 185/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 71 Batch 186/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 71 Batch 187/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 71 Batch 188/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 71 Batch 189/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.007 Epoch 71 Batch 190/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 71 Batch 191/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 71 Batch 192/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.009 Epoch 71 Batch 193/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 71 Batch 194/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 71 Batch 195/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 71 Batch 196/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 71 Batch 197/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.007 Epoch 71 Batch 198/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 71 Batch 199/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 71 Batch 200/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.007 Epoch 71 Batch 201/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 71 Batch 202/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 71 Batch 203/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 71 Batch 204/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 71 Batch 205/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 71 Batch 206/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.012 Epoch 71 Batch 207/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 71 Batch 208/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.012 Epoch 71 Batch 209/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.008 Epoch 71 Batch 210/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 71 Batch 211/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 71 Batch 212/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.012 Epoch 71 Batch 213/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 71 Batch 214/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.012 Epoch 71 Batch 215/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.009 Epoch 71 Batch 216/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 71 Batch 217/269 - Train Accuracy: 0.961, Validation Accuracy: 0.967, Loss: 0.010 Epoch 71 Batch 218/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.010 Epoch 71 Batch 219/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 71 Batch 220/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 71 Batch 221/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 71 Batch 222/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 71 Batch 223/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.006 Epoch 71 Batch 224/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.012 Epoch 71 Batch 225/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 71 Batch 226/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 71 Batch 227/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 71 Batch 228/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 71 Batch 229/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 71 Batch 230/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 71 Batch 231/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 71 Batch 232/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 71 Batch 233/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.009 Epoch 71 Batch 234/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 71 Batch 235/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.007 Epoch 71 Batch 236/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 71 Batch 237/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.012 Epoch 71 Batch 238/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 71 Batch 239/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 71 Batch 240/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 71 Batch 241/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.012 Epoch 71 Batch 242/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 71 Batch 243/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 71 Batch 244/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 71 Batch 245/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.010 Epoch 71 Batch 246/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.013 Epoch 71 Batch 247/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 71 Batch 248/269 - Train Accuracy: 0.981, Validation Accuracy: 0.960, Loss: 0.007 Epoch 71 Batch 249/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.009 Epoch 71 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.009 Epoch 71 Batch 251/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.008 Epoch 71 Batch 252/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.008 Epoch 71 Batch 253/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 71 Batch 254/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 71 Batch 255/269 - Train Accuracy: 0.975, Validation Accuracy: 0.957, Loss: 0.009 Epoch 71 Batch 256/269 - Train Accuracy: 0.974, Validation Accuracy: 0.956, Loss: 0.008 Epoch 71 Batch 257/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.015 Epoch 71 Batch 258/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 71 Batch 259/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.009 Epoch 71 Batch 260/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.009 Epoch 71 Batch 261/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 71 Batch 262/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 71 Batch 263/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 71 Batch 264/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 71 Batch 265/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.008 Epoch 71 Batch 266/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.007 Epoch 71 Batch 267/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 72 Batch 0/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 72 Batch 1/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.008 Epoch 72 Batch 2/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 72 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 72 Batch 4/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.010 Epoch 72 Batch 5/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 72 Batch 6/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 72 Batch 7/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 72 Batch 8/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 72 Batch 9/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 72 Batch 10/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.010 Epoch 72 Batch 11/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.014 Epoch 72 Batch 12/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 72 Batch 13/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.005 Epoch 72 Batch 14/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 72 Batch 15/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.005 Epoch 72 Batch 16/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.009 Epoch 72 Batch 17/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.012 Epoch 72 Batch 18/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 72 Batch 19/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.007 Epoch 72 Batch 20/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.009 Epoch 72 Batch 21/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.009 Epoch 72 Batch 22/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 72 Batch 23/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.010 Epoch 72 Batch 24/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 72 Batch 25/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 72 Batch 26/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 72 Batch 27/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 72 Batch 28/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 72 Batch 29/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.010 Epoch 72 Batch 30/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.011 Epoch 72 Batch 31/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 72 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.005 Epoch 72 Batch 33/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.006 Epoch 72 Batch 34/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.006 Epoch 72 Batch 35/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.012 Epoch 72 Batch 36/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.008 Epoch 72 Batch 37/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.011 Epoch 72 Batch 38/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.010 Epoch 72 Batch 39/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 72 Batch 40/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 72 Batch 41/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.010 Epoch 72 Batch 42/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 72 Batch 43/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.011 Epoch 72 Batch 44/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 72 Batch 45/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.012 Epoch 72 Batch 46/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.009 Epoch 72 Batch 47/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.010 Epoch 72 Batch 48/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.008 Epoch 72 Batch 49/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.010 Epoch 72 Batch 50/269 - Train Accuracy: 0.963, Validation Accuracy: 0.970, Loss: 0.013 Epoch 72 Batch 51/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 72 Batch 52/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 72 Batch 53/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 72 Batch 54/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 72 Batch 55/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 72 Batch 56/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.009 Epoch 72 Batch 57/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.012 Epoch 72 Batch 58/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 72 Batch 59/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.009 Epoch 72 Batch 60/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.010 Epoch 72 Batch 61/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.009 Epoch 72 Batch 62/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 72 Batch 63/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 72 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 72 Batch 65/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 72 Batch 66/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 72 Batch 67/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.010 Epoch 72 Batch 68/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.012 Epoch 72 Batch 69/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.012 Epoch 72 Batch 70/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 72 Batch 71/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 72 Batch 72/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.010 Epoch 72 Batch 73/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 72 Batch 74/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 72 Batch 75/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.009 Epoch 72 Batch 76/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 72 Batch 77/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.011 Epoch 72 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.012 Epoch 72 Batch 79/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.012 Epoch 72 Batch 80/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.009 Epoch 72 Batch 81/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 72 Batch 82/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 72 Batch 83/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 72 Batch 84/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 72 Batch 85/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 72 Batch 86/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 72 Batch 87/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 72 Batch 88/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.008 Epoch 72 Batch 89/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 72 Batch 90/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.009 Epoch 72 Batch 91/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 72 Batch 92/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 72 Batch 93/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 72 Batch 94/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 72 Batch 95/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 72 Batch 96/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 72 Batch 97/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 72 Batch 98/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 72 Batch 99/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.006 Epoch 72 Batch 100/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 72 Batch 101/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.010 Epoch 72 Batch 102/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.008 Epoch 72 Batch 103/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 72 Batch 104/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 72 Batch 105/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 72 Batch 106/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 72 Batch 107/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 72 Batch 108/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 72 Batch 109/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.008 Epoch 72 Batch 110/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 72 Batch 111/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.008 Epoch 72 Batch 112/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 72 Batch 113/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.010 Epoch 72 Batch 114/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 72 Batch 115/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.009 Epoch 72 Batch 116/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 72 Batch 117/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 72 Batch 118/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.007 Epoch 72 Batch 119/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.007 Epoch 72 Batch 120/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.007 Epoch 72 Batch 121/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.007 Epoch 72 Batch 122/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.008 Epoch 72 Batch 123/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.007 Epoch 72 Batch 124/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 72 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.005 Epoch 72 Batch 126/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 72 Batch 127/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 72 Batch 128/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 72 Batch 129/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.009 Epoch 72 Batch 130/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 72 Batch 131/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 72 Batch 132/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 72 Batch 133/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 72 Batch 134/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.007 Epoch 72 Batch 135/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.007 Epoch 72 Batch 136/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.008 Epoch 72 Batch 137/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.008 Epoch 72 Batch 138/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.007 Epoch 72 Batch 139/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.007 Epoch 72 Batch 140/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.009 Epoch 72 Batch 141/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.007 Epoch 72 Batch 142/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 72 Batch 143/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.009 Epoch 72 Batch 144/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.007 Epoch 72 Batch 145/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.006 Epoch 72 Batch 146/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.005 Epoch 72 Batch 147/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 72 Batch 148/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.009 Epoch 72 Batch 149/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.009 Epoch 72 Batch 150/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.011 Epoch 72 Batch 151/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.011 Epoch 72 Batch 152/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.007 Epoch 72 Batch 153/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 72 Batch 154/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.010 Epoch 72 Batch 155/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 72 Batch 156/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.011 Epoch 72 Batch 157/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.006 Epoch 72 Batch 158/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 72 Batch 159/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 72 Batch 160/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 72 Batch 161/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 72 Batch 162/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.009 Epoch 72 Batch 163/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.008 Epoch 72 Batch 164/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 72 Batch 165/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 72 Batch 166/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 72 Batch 167/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 72 Batch 168/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 72 Batch 169/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 72 Batch 170/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 72 Batch 171/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 72 Batch 172/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 72 Batch 173/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.009 Epoch 72 Batch 174/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 72 Batch 175/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 72 Batch 176/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 72 Batch 177/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 72 Batch 178/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 72 Batch 179/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 72 Batch 180/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 72 Batch 181/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 72 Batch 182/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 72 Batch 183/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 72 Batch 184/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 72 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.016 Epoch 72 Batch 186/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.005 Epoch 72 Batch 187/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 72 Batch 188/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 72 Batch 189/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.006 Epoch 72 Batch 190/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 72 Batch 191/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 72 Batch 192/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 72 Batch 193/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 72 Batch 194/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 72 Batch 195/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 72 Batch 196/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.012 Epoch 72 Batch 197/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 72 Batch 198/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 72 Batch 199/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 72 Batch 200/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.008 Epoch 72 Batch 201/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 72 Batch 202/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 72 Batch 203/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 72 Batch 204/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.010 Epoch 72 Batch 205/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.006 Epoch 72 Batch 206/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 72 Batch 207/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 72 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 72 Batch 209/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 72 Batch 210/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 72 Batch 211/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.011 Epoch 72 Batch 212/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 72 Batch 213/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 72 Batch 214/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 72 Batch 215/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.009 Epoch 72 Batch 216/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 72 Batch 217/269 - Train Accuracy: 0.962, Validation Accuracy: 0.964, Loss: 0.010 Epoch 72 Batch 218/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 72 Batch 219/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.008 Epoch 72 Batch 220/269 - Train Accuracy: 0.961, Validation Accuracy: 0.965, Loss: 0.009 Epoch 72 Batch 221/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 72 Batch 222/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 72 Batch 223/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 72 Batch 224/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.013 Epoch 72 Batch 225/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 72 Batch 226/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.007 Epoch 72 Batch 227/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.012 Epoch 72 Batch 228/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 72 Batch 229/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 72 Batch 230/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.009 Epoch 72 Batch 231/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 72 Batch 232/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.008 Epoch 72 Batch 233/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.008 Epoch 72 Batch 234/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.009 Epoch 72 Batch 235/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.007 Epoch 72 Batch 236/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 72 Batch 237/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 72 Batch 238/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 72 Batch 239/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.009 Epoch 72 Batch 240/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.011 Epoch 72 Batch 241/269 - Train Accuracy: 0.960, Validation Accuracy: 0.970, Loss: 0.013 Epoch 72 Batch 242/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 72 Batch 243/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 72 Batch 244/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 72 Batch 245/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.008 Epoch 72 Batch 246/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 72 Batch 247/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 72 Batch 248/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 72 Batch 249/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 72 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.010 Epoch 72 Batch 251/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.006 Epoch 72 Batch 252/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.005 Epoch 72 Batch 253/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 72 Batch 254/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.011 Epoch 72 Batch 255/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 72 Batch 256/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.008 Epoch 72 Batch 257/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.010 Epoch 72 Batch 258/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 72 Batch 259/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 72 Batch 260/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 72 Batch 261/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 72 Batch 262/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.011 Epoch 72 Batch 263/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 72 Batch 264/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.010 Epoch 72 Batch 265/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.011 Epoch 72 Batch 266/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.006 Epoch 72 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 73 Batch 0/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 73 Batch 1/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 73 Batch 2/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 73 Batch 3/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.007 Epoch 73 Batch 4/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.008 Epoch 73 Batch 5/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.008 Epoch 73 Batch 6/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.007 Epoch 73 Batch 7/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 73 Batch 8/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 73 Batch 9/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 73 Batch 10/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.006 Epoch 73 Batch 11/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 73 Batch 12/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.011 Epoch 73 Batch 13/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.006 Epoch 73 Batch 14/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 73 Batch 15/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.006 Epoch 73 Batch 16/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.011 Epoch 73 Batch 17/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 73 Batch 18/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 73 Batch 19/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.007 Epoch 73 Batch 20/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 73 Batch 21/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.009 Epoch 73 Batch 22/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 73 Batch 23/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.007 Epoch 73 Batch 24/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 73 Batch 25/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.010 Epoch 73 Batch 26/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 73 Batch 27/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 73 Batch 28/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.007 Epoch 73 Batch 29/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.009 Epoch 73 Batch 30/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 73 Batch 31/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 73 Batch 32/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 73 Batch 33/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.007 Epoch 73 Batch 34/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.007 Epoch 73 Batch 35/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.016 Epoch 73 Batch 36/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.008 Epoch 73 Batch 37/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.008 Epoch 73 Batch 38/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 73 Batch 39/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.006 Epoch 73 Batch 40/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.009 Epoch 73 Batch 41/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.008 Epoch 73 Batch 42/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 73 Batch 43/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 73 Batch 44/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.008 Epoch 73 Batch 45/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 73 Batch 46/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.008 Epoch 73 Batch 47/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.007 Epoch 73 Batch 48/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.010 Epoch 73 Batch 49/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.005 Epoch 73 Batch 50/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.013 Epoch 73 Batch 51/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 73 Batch 52/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 73 Batch 53/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 73 Batch 54/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 73 Batch 55/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 73 Batch 56/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.010 Epoch 73 Batch 57/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 73 Batch 58/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 73 Batch 59/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 73 Batch 60/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 73 Batch 61/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.009 Epoch 73 Batch 62/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 73 Batch 63/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 73 Batch 64/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.009 Epoch 73 Batch 65/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 73 Batch 66/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 73 Batch 67/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 73 Batch 68/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.012 Epoch 73 Batch 69/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.013 Epoch 73 Batch 70/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 73 Batch 71/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 73 Batch 72/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.013 Epoch 73 Batch 73/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 73 Batch 74/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 73 Batch 75/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.012 Epoch 73 Batch 76/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 73 Batch 77/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 73 Batch 78/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 73 Batch 79/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.010 Epoch 73 Batch 80/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.009 Epoch 73 Batch 81/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 73 Batch 82/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.009 Epoch 73 Batch 83/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.013 Epoch 73 Batch 84/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 73 Batch 85/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 73 Batch 86/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.008 Epoch 73 Batch 87/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.011 Epoch 73 Batch 88/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.007 Epoch 73 Batch 89/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 73 Batch 90/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.008 Epoch 73 Batch 91/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 73 Batch 92/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 73 Batch 93/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.006 Epoch 73 Batch 94/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 73 Batch 95/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 73 Batch 96/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 73 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.013 Epoch 73 Batch 98/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 73 Batch 99/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 73 Batch 100/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 73 Batch 101/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.015 Epoch 73 Batch 102/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 73 Batch 103/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 73 Batch 104/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 73 Batch 105/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 73 Batch 106/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 73 Batch 107/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.008 Epoch 73 Batch 108/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 73 Batch 109/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.011 Epoch 73 Batch 110/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.008 Epoch 73 Batch 111/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 73 Batch 112/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 73 Batch 113/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.010 Epoch 73 Batch 114/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 73 Batch 115/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 73 Batch 116/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 73 Batch 117/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 73 Batch 118/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 73 Batch 119/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.007 Epoch 73 Batch 120/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 73 Batch 121/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 73 Batch 122/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 73 Batch 123/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 73 Batch 124/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.010 Epoch 73 Batch 125/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.008 Epoch 73 Batch 126/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 73 Batch 127/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 73 Batch 128/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 73 Batch 129/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 73 Batch 130/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 73 Batch 131/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 73 Batch 132/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 73 Batch 133/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 73 Batch 134/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 73 Batch 135/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 73 Batch 136/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.008 Epoch 73 Batch 137/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 73 Batch 138/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 73 Batch 139/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 73 Batch 140/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 73 Batch 141/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.012 Epoch 73 Batch 142/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.011 Epoch 73 Batch 143/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 73 Batch 144/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 73 Batch 145/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 73 Batch 146/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.006 Epoch 73 Batch 147/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 73 Batch 148/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 73 Batch 149/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.012 Epoch 73 Batch 150/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 73 Batch 151/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 73 Batch 152/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.007 Epoch 73 Batch 153/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.009 Epoch 73 Batch 154/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 73 Batch 155/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 73 Batch 156/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 73 Batch 157/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 73 Batch 158/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 73 Batch 159/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 73 Batch 160/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 73 Batch 161/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 73 Batch 162/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.009 Epoch 73 Batch 163/269 - Train Accuracy: 0.983, Validation Accuracy: 0.961, Loss: 0.012 Epoch 73 Batch 164/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 73 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 73 Batch 166/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 73 Batch 167/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 73 Batch 168/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 73 Batch 169/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 73 Batch 170/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 73 Batch 171/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 73 Batch 172/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.013 Epoch 73 Batch 173/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.008 Epoch 73 Batch 174/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.012 Epoch 73 Batch 175/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.013 Epoch 73 Batch 176/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 73 Batch 177/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 73 Batch 178/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.009 Epoch 73 Batch 179/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.008 Epoch 73 Batch 180/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.008 Epoch 73 Batch 181/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 73 Batch 182/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.008 Epoch 73 Batch 183/269 - Train Accuracy: 0.980, Validation Accuracy: 0.960, Loss: 0.006 Epoch 73 Batch 184/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.009 Epoch 73 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.954, Loss: 0.009 Epoch 73 Batch 186/269 - Train Accuracy: 0.981, Validation Accuracy: 0.955, Loss: 0.008 Epoch 73 Batch 187/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.011 Epoch 73 Batch 188/269 - Train Accuracy: 0.980, Validation Accuracy: 0.959, Loss: 0.009 Epoch 73 Batch 189/269 - Train Accuracy: 0.981, Validation Accuracy: 0.961, Loss: 0.008 Epoch 73 Batch 190/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.011 Epoch 73 Batch 191/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 73 Batch 192/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 73 Batch 193/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 73 Batch 194/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.007 Epoch 73 Batch 195/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 73 Batch 196/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 73 Batch 197/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 73 Batch 198/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.007 Epoch 73 Batch 199/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.007 Epoch 73 Batch 200/269 - Train Accuracy: 0.983, Validation Accuracy: 0.961, Loss: 0.008 Epoch 73 Batch 201/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.007 Epoch 73 Batch 202/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 73 Batch 203/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.012 Epoch 73 Batch 204/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.011 Epoch 73 Batch 205/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.007 Epoch 73 Batch 206/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.013 Epoch 73 Batch 207/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.007 Epoch 73 Batch 208/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.007 Epoch 73 Batch 209/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 73 Batch 210/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.007 Epoch 73 Batch 211/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 73 Batch 212/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 73 Batch 213/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.006 Epoch 73 Batch 214/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 73 Batch 215/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 73 Batch 216/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 73 Batch 217/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.012 Epoch 73 Batch 218/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.009 Epoch 73 Batch 219/269 - Train Accuracy: 0.981, Validation Accuracy: 0.961, Loss: 0.007 Epoch 73 Batch 220/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.007 Epoch 73 Batch 221/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.007 Epoch 73 Batch 222/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.007 Epoch 73 Batch 223/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 73 Batch 224/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.013 Epoch 73 Batch 225/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 73 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 73 Batch 227/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 73 Batch 228/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 73 Batch 229/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 73 Batch 230/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.005 Epoch 73 Batch 231/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 73 Batch 232/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 73 Batch 233/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.008 Epoch 73 Batch 234/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 73 Batch 235/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.008 Epoch 73 Batch 236/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 73 Batch 237/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 73 Batch 238/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 73 Batch 239/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 73 Batch 240/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 73 Batch 241/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 73 Batch 242/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 73 Batch 243/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 73 Batch 244/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 73 Batch 245/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.011 Epoch 73 Batch 246/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.011 Epoch 73 Batch 247/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 73 Batch 248/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 73 Batch 249/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 73 Batch 250/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 73 Batch 251/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 73 Batch 252/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 73 Batch 253/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.011 Epoch 73 Batch 254/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 73 Batch 255/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 73 Batch 256/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 73 Batch 257/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.013 Epoch 73 Batch 258/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 73 Batch 259/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 73 Batch 260/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.011 Epoch 73 Batch 261/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 73 Batch 262/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 73 Batch 263/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 73 Batch 264/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 73 Batch 265/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.009 Epoch 73 Batch 266/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.006 Epoch 73 Batch 267/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 74 Batch 0/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 74 Batch 1/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 74 Batch 2/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 74 Batch 3/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 74 Batch 4/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 74 Batch 5/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 74 Batch 6/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 74 Batch 7/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 74 Batch 8/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 74 Batch 9/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 74 Batch 10/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.010 Epoch 74 Batch 11/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 74 Batch 12/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.012 Epoch 74 Batch 13/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 74 Batch 14/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 74 Batch 15/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.006 Epoch 74 Batch 16/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.016 Epoch 74 Batch 17/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 74 Batch 18/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 74 Batch 19/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.006 Epoch 74 Batch 20/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 74 Batch 21/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 74 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 74 Batch 23/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.012 Epoch 74 Batch 24/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 74 Batch 25/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 74 Batch 26/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 74 Batch 27/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 74 Batch 28/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 74 Batch 29/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 74 Batch 30/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 74 Batch 31/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 74 Batch 32/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.006 Epoch 74 Batch 33/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 74 Batch 34/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 74 Batch 35/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.014 Epoch 74 Batch 36/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 74 Batch 37/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.008 Epoch 74 Batch 38/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.007 Epoch 74 Batch 39/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.006 Epoch 74 Batch 40/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 74 Batch 41/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 74 Batch 42/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 74 Batch 43/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.011 Epoch 74 Batch 44/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.010 Epoch 74 Batch 45/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.010 Epoch 74 Batch 46/269 - Train Accuracy: 0.974, Validation Accuracy: 0.973, Loss: 0.007 Epoch 74 Batch 47/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.007 Epoch 74 Batch 48/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.008 Epoch 74 Batch 49/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.008 Epoch 74 Batch 50/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 74 Batch 51/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 74 Batch 52/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 74 Batch 53/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 74 Batch 54/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 74 Batch 55/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 74 Batch 56/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 74 Batch 57/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.010 Epoch 74 Batch 58/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 74 Batch 59/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 74 Batch 60/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 74 Batch 61/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.011 Epoch 74 Batch 62/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.011 Epoch 74 Batch 63/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 74 Batch 64/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.006 Epoch 74 Batch 65/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 74 Batch 66/269 - Train Accuracy: 0.975, Validation Accuracy: 0.974, Loss: 0.010 Epoch 74 Batch 67/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.010 Epoch 74 Batch 68/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 74 Batch 69/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 74 Batch 70/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 74 Batch 71/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 74 Batch 72/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 74 Batch 73/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 74 Batch 74/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 74 Batch 75/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.009 Epoch 74 Batch 76/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.007 Epoch 74 Batch 77/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.008 Epoch 74 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.009 Epoch 74 Batch 79/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 74 Batch 80/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 74 Batch 81/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 74 Batch 82/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.007 Epoch 74 Batch 83/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.012 Epoch 74 Batch 84/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 74 Batch 85/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 74 Batch 86/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 74 Batch 87/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 74 Batch 88/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 74 Batch 89/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 74 Batch 90/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.007 Epoch 74 Batch 91/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 74 Batch 92/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 74 Batch 93/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.007 Epoch 74 Batch 94/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 74 Batch 95/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 74 Batch 96/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 74 Batch 97/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 74 Batch 98/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 74 Batch 99/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 74 Batch 100/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.010 Epoch 74 Batch 101/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.012 Epoch 74 Batch 102/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 74 Batch 103/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 74 Batch 104/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.011 Epoch 74 Batch 105/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.007 Epoch 74 Batch 106/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.011 Epoch 74 Batch 107/269 - Train Accuracy: 0.966, Validation Accuracy: 0.971, Loss: 0.009 Epoch 74 Batch 108/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 74 Batch 109/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.009 Epoch 74 Batch 110/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 74 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.008 Epoch 74 Batch 112/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 74 Batch 113/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.008 Epoch 74 Batch 114/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 74 Batch 115/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 74 Batch 116/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.009 Epoch 74 Batch 117/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.009 Epoch 74 Batch 118/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.011 Epoch 74 Batch 119/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.011 Epoch 74 Batch 120/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.011 Epoch 74 Batch 121/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.009 Epoch 74 Batch 122/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.008 Epoch 74 Batch 123/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.009 Epoch 74 Batch 124/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 74 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.007 Epoch 74 Batch 126/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 74 Batch 127/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 74 Batch 128/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 74 Batch 129/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.009 Epoch 74 Batch 130/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.014 Epoch 74 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.009 Epoch 74 Batch 132/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.012 Epoch 74 Batch 133/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 74 Batch 134/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 74 Batch 135/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.006 Epoch 74 Batch 136/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.013 Epoch 74 Batch 137/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.017 Epoch 74 Batch 138/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 74 Batch 139/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 74 Batch 140/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 74 Batch 141/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.013 Epoch 74 Batch 142/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.015 Epoch 74 Batch 143/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 74 Batch 144/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 74 Batch 145/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.005 Epoch 74 Batch 146/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 74 Batch 147/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.012 Epoch 74 Batch 148/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.010 Epoch 74 Batch 149/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 74 Batch 150/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 74 Batch 151/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 74 Batch 152/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 74 Batch 153/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 74 Batch 154/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 74 Batch 155/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 74 Batch 156/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 74 Batch 157/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 74 Batch 158/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 74 Batch 159/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 74 Batch 160/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 74 Batch 161/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 74 Batch 162/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.006 Epoch 74 Batch 163/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.008 Epoch 74 Batch 164/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 74 Batch 165/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 74 Batch 166/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.011 Epoch 74 Batch 167/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.008 Epoch 74 Batch 168/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 74 Batch 169/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.008 Epoch 74 Batch 170/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.012 Epoch 74 Batch 171/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 74 Batch 172/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 74 Batch 173/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 74 Batch 174/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 74 Batch 175/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 74 Batch 176/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 74 Batch 177/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 74 Batch 178/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 74 Batch 179/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 74 Batch 180/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 74 Batch 181/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.011 Epoch 74 Batch 182/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 74 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.008 Epoch 74 Batch 184/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 74 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 74 Batch 186/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 74 Batch 187/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 74 Batch 188/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.010 Epoch 74 Batch 189/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.007 Epoch 74 Batch 190/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 74 Batch 191/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 74 Batch 192/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 74 Batch 193/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.007 Epoch 74 Batch 194/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 74 Batch 195/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 74 Batch 196/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 74 Batch 197/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 74 Batch 198/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.009 Epoch 74 Batch 199/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 74 Batch 200/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.011 Epoch 74 Batch 201/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 74 Batch 202/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 74 Batch 203/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.012 Epoch 74 Batch 204/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.009 Epoch 74 Batch 205/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 74 Batch 206/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 74 Batch 207/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.006 Epoch 74 Batch 208/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 74 Batch 209/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 74 Batch 210/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.008 Epoch 74 Batch 211/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.011 Epoch 74 Batch 212/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 74 Batch 213/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 74 Batch 214/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.011 Epoch 74 Batch 215/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.008 Epoch 74 Batch 216/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.015 Epoch 74 Batch 217/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.012 Epoch 74 Batch 218/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.009 Epoch 74 Batch 219/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.012 Epoch 74 Batch 220/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 74 Batch 221/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.012 Epoch 74 Batch 222/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.009 Epoch 74 Batch 223/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.007 Epoch 74 Batch 224/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.012 Epoch 74 Batch 225/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.009 Epoch 74 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.010 Epoch 74 Batch 227/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.012 Epoch 74 Batch 228/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.009 Epoch 74 Batch 229/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 74 Batch 230/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 74 Batch 231/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.012 Epoch 74 Batch 232/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 74 Batch 233/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.009 Epoch 74 Batch 234/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 74 Batch 235/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.005 Epoch 74 Batch 236/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 74 Batch 237/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 74 Batch 238/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.010 Epoch 74 Batch 239/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.010 Epoch 74 Batch 240/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.008 Epoch 74 Batch 241/269 - Train Accuracy: 0.962, Validation Accuracy: 0.971, Loss: 0.010 Epoch 74 Batch 242/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 74 Batch 243/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.011 Epoch 74 Batch 244/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 74 Batch 245/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 74 Batch 246/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.011 Epoch 74 Batch 247/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 74 Batch 248/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 74 Batch 249/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 74 Batch 250/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.011 Epoch 74 Batch 251/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 74 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 74 Batch 253/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 74 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 74 Batch 255/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 74 Batch 256/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 74 Batch 257/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.008 Epoch 74 Batch 258/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 74 Batch 259/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 74 Batch 260/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 74 Batch 261/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.009 Epoch 74 Batch 262/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 74 Batch 263/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 74 Batch 264/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 74 Batch 265/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 74 Batch 266/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 74 Batch 267/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 75 Batch 0/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 75 Batch 1/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 75 Batch 2/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 75 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.005 Epoch 75 Batch 4/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.011 Epoch 75 Batch 5/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 75 Batch 6/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 75 Batch 7/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.008 Epoch 75 Batch 8/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 75 Batch 9/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.007 Epoch 75 Batch 10/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.010 Epoch 75 Batch 11/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.012 Epoch 75 Batch 12/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.014 Epoch 75 Batch 13/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.008 Epoch 75 Batch 14/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 75 Batch 15/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 75 Batch 16/269 - Train Accuracy: 0.960, Validation Accuracy: 0.969, Loss: 0.011 Epoch 75 Batch 17/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 75 Batch 18/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 75 Batch 19/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 75 Batch 20/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 75 Batch 21/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 75 Batch 22/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 75 Batch 23/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 75 Batch 24/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 75 Batch 25/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 75 Batch 26/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.009 Epoch 75 Batch 27/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 75 Batch 28/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.008 Epoch 75 Batch 29/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.007 Epoch 75 Batch 30/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.008 Epoch 75 Batch 31/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 75 Batch 32/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 75 Batch 33/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 75 Batch 34/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 75 Batch 35/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.013 Epoch 75 Batch 36/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 75 Batch 37/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.011 Epoch 75 Batch 38/269 - Train Accuracy: 0.967, Validation Accuracy: 0.972, Loss: 0.009 Epoch 75 Batch 39/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.008 Epoch 75 Batch 40/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 75 Batch 41/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.007 Epoch 75 Batch 42/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 75 Batch 43/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.009 Epoch 75 Batch 44/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.008 Epoch 75 Batch 45/269 - Train Accuracy: 0.971, Validation Accuracy: 0.974, Loss: 0.008 Epoch 75 Batch 46/269 - Train Accuracy: 0.976, Validation Accuracy: 0.973, Loss: 0.006 Epoch 75 Batch 47/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.006 Epoch 75 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.011 Epoch 75 Batch 49/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.008 Epoch 75 Batch 50/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.013 Epoch 75 Batch 51/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 75 Batch 52/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 75 Batch 53/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 75 Batch 54/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.009 Epoch 75 Batch 55/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 75 Batch 56/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 75 Batch 57/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 75 Batch 58/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 75 Batch 59/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.007 Epoch 75 Batch 60/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 75 Batch 61/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.009 Epoch 75 Batch 62/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 75 Batch 63/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 75 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 75 Batch 65/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 75 Batch 66/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 75 Batch 67/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 75 Batch 68/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 75 Batch 69/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 75 Batch 70/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 75 Batch 71/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 75 Batch 72/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 75 Batch 73/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 75 Batch 74/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 75 Batch 75/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.010 Epoch 75 Batch 76/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.007 Epoch 75 Batch 77/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.009 Epoch 75 Batch 78/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.007 Epoch 75 Batch 79/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 75 Batch 80/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.010 Epoch 75 Batch 81/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 75 Batch 82/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.006 Epoch 75 Batch 83/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 75 Batch 84/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.008 Epoch 75 Batch 85/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 75 Batch 86/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 75 Batch 87/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 75 Batch 88/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 75 Batch 89/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 75 Batch 90/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.007 Epoch 75 Batch 91/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 75 Batch 92/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 75 Batch 93/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.007 Epoch 75 Batch 94/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.011 Epoch 75 Batch 95/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.008 Epoch 75 Batch 96/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 75 Batch 97/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.010 Epoch 75 Batch 98/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 75 Batch 99/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 75 Batch 100/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 75 Batch 101/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.012 Epoch 75 Batch 102/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.007 Epoch 75 Batch 103/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 75 Batch 104/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.010 Epoch 75 Batch 105/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.009 Epoch 75 Batch 106/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 75 Batch 107/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.009 Epoch 75 Batch 108/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.010 Epoch 75 Batch 109/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.013 Epoch 75 Batch 110/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 75 Batch 111/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 75 Batch 112/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.010 Epoch 75 Batch 113/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 75 Batch 114/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 75 Batch 115/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.012 Epoch 75 Batch 116/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.007 Epoch 75 Batch 117/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.007 Epoch 75 Batch 118/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.007 Epoch 75 Batch 119/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.009 Epoch 75 Batch 120/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.010 Epoch 75 Batch 121/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 75 Batch 122/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 75 Batch 123/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.013 Epoch 75 Batch 124/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.022 Epoch 75 Batch 125/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.015 Epoch 75 Batch 126/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 75 Batch 127/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.016 Epoch 75 Batch 128/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.013 Epoch 75 Batch 129/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.013 Epoch 75 Batch 130/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 75 Batch 131/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 75 Batch 132/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.009 Epoch 75 Batch 133/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.006 Epoch 75 Batch 134/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.013 Epoch 75 Batch 135/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 75 Batch 136/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 75 Batch 137/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.012 Epoch 75 Batch 138/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 75 Batch 139/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 75 Batch 140/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 75 Batch 141/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 75 Batch 142/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.012 Epoch 75 Batch 143/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.012 Epoch 75 Batch 144/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.008 Epoch 75 Batch 145/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.006 Epoch 75 Batch 146/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.011 Epoch 75 Batch 147/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.011 Epoch 75 Batch 148/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 75 Batch 149/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 75 Batch 150/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.011 Epoch 75 Batch 151/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 75 Batch 152/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 75 Batch 153/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.011 Epoch 75 Batch 154/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 75 Batch 155/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 75 Batch 156/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 75 Batch 157/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 75 Batch 158/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.009 Epoch 75 Batch 159/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 75 Batch 160/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 75 Batch 161/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 75 Batch 162/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 75 Batch 163/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.006 Epoch 75 Batch 164/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 75 Batch 165/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 75 Batch 166/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.011 Epoch 75 Batch 167/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 75 Batch 168/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.011 Epoch 75 Batch 169/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.009 Epoch 75 Batch 170/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.010 Epoch 75 Batch 171/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.010 Epoch 75 Batch 172/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.012 Epoch 75 Batch 173/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.009 Epoch 75 Batch 174/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 75 Batch 175/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 75 Batch 176/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.007 Epoch 75 Batch 177/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 75 Batch 178/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 75 Batch 179/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 75 Batch 180/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 75 Batch 181/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.012 Epoch 75 Batch 182/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.008 Epoch 75 Batch 183/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.005 Epoch 75 Batch 184/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 75 Batch 185/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 75 Batch 186/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.005 Epoch 75 Batch 187/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 75 Batch 188/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 75 Batch 189/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.007 Epoch 75 Batch 190/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 75 Batch 191/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 75 Batch 192/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 75 Batch 193/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.007 Epoch 75 Batch 194/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 75 Batch 195/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 75 Batch 196/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 75 Batch 197/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 75 Batch 198/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 75 Batch 199/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.007 Epoch 75 Batch 200/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.006 Epoch 75 Batch 201/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 75 Batch 202/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 75 Batch 203/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 75 Batch 204/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.006 Epoch 75 Batch 205/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.007 Epoch 75 Batch 206/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 75 Batch 207/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 75 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 75 Batch 209/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 75 Batch 210/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 75 Batch 211/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 75 Batch 212/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 75 Batch 213/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.011 Epoch 75 Batch 214/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.011 Epoch 75 Batch 215/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.006 Epoch 75 Batch 216/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.013 Epoch 75 Batch 217/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.011 Epoch 75 Batch 218/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.007 Epoch 75 Batch 219/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.008 Epoch 75 Batch 220/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 75 Batch 221/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.007 Epoch 75 Batch 222/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 75 Batch 223/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.006 Epoch 75 Batch 224/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 75 Batch 225/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.011 Epoch 75 Batch 226/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 75 Batch 227/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.012 Epoch 75 Batch 228/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 75 Batch 229/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.009 Epoch 75 Batch 230/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.006 Epoch 75 Batch 231/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.008 Epoch 75 Batch 232/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 75 Batch 233/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 75 Batch 234/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 75 Batch 235/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.006 Epoch 75 Batch 236/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 75 Batch 237/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 75 Batch 238/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 75 Batch 239/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 75 Batch 240/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 75 Batch 241/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.011 Epoch 75 Batch 242/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 75 Batch 243/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.007 Epoch 75 Batch 244/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 75 Batch 245/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.009 Epoch 75 Batch 246/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 75 Batch 247/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 75 Batch 248/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 75 Batch 249/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.007 Epoch 75 Batch 250/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 75 Batch 251/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 75 Batch 252/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.007 Epoch 75 Batch 253/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 75 Batch 254/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 75 Batch 255/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 75 Batch 256/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 75 Batch 257/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.010 Epoch 75 Batch 258/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 75 Batch 259/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 75 Batch 260/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 75 Batch 261/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.007 Epoch 75 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.009 Epoch 75 Batch 263/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 75 Batch 264/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 75 Batch 265/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 75 Batch 266/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 75 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 76 Batch 0/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 76 Batch 1/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 76 Batch 2/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 76 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 76 Batch 4/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 76 Batch 5/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 76 Batch 6/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 76 Batch 7/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.011 Epoch 76 Batch 8/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 76 Batch 9/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 76 Batch 10/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 76 Batch 11/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 76 Batch 12/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 76 Batch 13/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.007 Epoch 76 Batch 14/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.005 Epoch 76 Batch 15/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 76 Batch 16/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.013 Epoch 76 Batch 17/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 76 Batch 18/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.011 Epoch 76 Batch 19/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.007 Epoch 76 Batch 20/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 76 Batch 21/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 76 Batch 22/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 76 Batch 23/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 76 Batch 24/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 76 Batch 25/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 76 Batch 26/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 76 Batch 27/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 76 Batch 28/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.007 Epoch 76 Batch 29/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.009 Epoch 76 Batch 30/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.010 Epoch 76 Batch 31/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 76 Batch 32/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.005 Epoch 76 Batch 33/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 76 Batch 34/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 76 Batch 35/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.013 Epoch 76 Batch 36/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 76 Batch 37/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.010 Epoch 76 Batch 38/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 76 Batch 39/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.007 Epoch 76 Batch 40/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.008 Epoch 76 Batch 41/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.009 Epoch 76 Batch 42/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 76 Batch 43/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 76 Batch 44/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 76 Batch 45/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 76 Batch 46/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 76 Batch 47/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.007 Epoch 76 Batch 48/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 76 Batch 49/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 76 Batch 50/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 76 Batch 51/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 76 Batch 52/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 76 Batch 53/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 76 Batch 54/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 76 Batch 55/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 76 Batch 56/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.011 Epoch 76 Batch 57/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 76 Batch 58/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 76 Batch 59/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 76 Batch 60/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 76 Batch 61/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 76 Batch 62/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 76 Batch 63/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 76 Batch 64/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.006 Epoch 76 Batch 65/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.011 Epoch 76 Batch 66/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 76 Batch 67/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.012 Epoch 76 Batch 68/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 76 Batch 69/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.012 Epoch 76 Batch 70/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 76 Batch 71/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.012 Epoch 76 Batch 72/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 76 Batch 73/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 76 Batch 74/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 76 Batch 75/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 76 Batch 76/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 76 Batch 77/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 76 Batch 78/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 76 Batch 79/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.007 Epoch 76 Batch 80/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.007 Epoch 76 Batch 81/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 76 Batch 82/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.006 Epoch 76 Batch 83/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 76 Batch 84/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.009 Epoch 76 Batch 85/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.007 Epoch 76 Batch 86/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 76 Batch 87/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.009 Epoch 76 Batch 88/269 - Train Accuracy: 0.981, Validation Accuracy: 0.961, Loss: 0.009 Epoch 76 Batch 89/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.008 Epoch 76 Batch 90/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.006 Epoch 76 Batch 91/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.007 Epoch 76 Batch 92/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.007 Epoch 76 Batch 93/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.006 Epoch 76 Batch 94/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.014 Epoch 76 Batch 95/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.006 Epoch 76 Batch 96/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.008 Epoch 76 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 76 Batch 98/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 76 Batch 99/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.007 Epoch 76 Batch 100/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.011 Epoch 76 Batch 101/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 76 Batch 102/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 76 Batch 103/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 76 Batch 104/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 76 Batch 105/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 76 Batch 106/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 76 Batch 107/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.007 Epoch 76 Batch 108/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 76 Batch 109/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.009 Epoch 76 Batch 110/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 76 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.009 Epoch 76 Batch 112/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 76 Batch 113/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.009 Epoch 76 Batch 114/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.008 Epoch 76 Batch 115/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.009 Epoch 76 Batch 116/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 76 Batch 117/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 76 Batch 118/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 76 Batch 119/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.011 Epoch 76 Batch 120/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.007 Epoch 76 Batch 121/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 76 Batch 122/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 76 Batch 123/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.007 Epoch 76 Batch 124/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.006 Epoch 76 Batch 125/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 76 Batch 126/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 76 Batch 127/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 76 Batch 128/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 76 Batch 129/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.007 Epoch 76 Batch 130/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 76 Batch 131/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 76 Batch 132/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 76 Batch 133/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 76 Batch 134/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 76 Batch 135/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 76 Batch 136/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 76 Batch 137/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 76 Batch 138/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 76 Batch 139/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 76 Batch 140/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 76 Batch 141/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.008 Epoch 76 Batch 142/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 76 Batch 143/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 76 Batch 144/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 76 Batch 145/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.004 Epoch 76 Batch 146/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 76 Batch 147/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.006 Epoch 76 Batch 148/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 76 Batch 149/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 76 Batch 150/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 76 Batch 151/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 76 Batch 152/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.006 Epoch 76 Batch 153/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 76 Batch 154/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 76 Batch 155/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.011 Epoch 76 Batch 156/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 76 Batch 157/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 76 Batch 158/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.009 Epoch 76 Batch 159/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 76 Batch 160/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 76 Batch 161/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 76 Batch 162/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 76 Batch 163/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.005 Epoch 76 Batch 164/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 76 Batch 165/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 76 Batch 166/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.010 Epoch 76 Batch 167/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 76 Batch 168/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 76 Batch 169/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 76 Batch 170/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 76 Batch 171/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 76 Batch 172/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.008 Epoch 76 Batch 173/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 76 Batch 174/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 76 Batch 175/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 76 Batch 176/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 76 Batch 177/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.007 Epoch 76 Batch 178/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 76 Batch 179/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 76 Batch 180/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 76 Batch 181/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 76 Batch 182/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 76 Batch 183/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.005 Epoch 76 Batch 184/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.008 Epoch 76 Batch 185/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 76 Batch 186/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.006 Epoch 76 Batch 187/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.007 Epoch 76 Batch 188/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 76 Batch 189/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.005 Epoch 76 Batch 190/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 76 Batch 191/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 76 Batch 192/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 76 Batch 193/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 76 Batch 194/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 76 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 76 Batch 196/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 76 Batch 197/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 76 Batch 198/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 76 Batch 199/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 76 Batch 200/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.006 Epoch 76 Batch 201/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.008 Epoch 76 Batch 202/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.008 Epoch 76 Batch 203/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 76 Batch 204/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.007 Epoch 76 Batch 205/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.007 Epoch 76 Batch 206/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 76 Batch 207/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 76 Batch 208/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 76 Batch 209/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 76 Batch 210/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 76 Batch 211/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 76 Batch 212/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.010 Epoch 76 Batch 213/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 76 Batch 214/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.011 Epoch 76 Batch 215/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 76 Batch 216/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 76 Batch 217/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.010 Epoch 76 Batch 218/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.006 Epoch 76 Batch 219/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.008 Epoch 76 Batch 220/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.006 Epoch 76 Batch 221/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 76 Batch 222/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.006 Epoch 76 Batch 223/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 76 Batch 224/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 76 Batch 225/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 76 Batch 226/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 76 Batch 227/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 76 Batch 228/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 76 Batch 229/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 76 Batch 230/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 76 Batch 231/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 76 Batch 232/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 76 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 76 Batch 234/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 76 Batch 235/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.005 Epoch 76 Batch 236/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 76 Batch 237/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.008 Epoch 76 Batch 238/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 76 Batch 239/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 76 Batch 240/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 76 Batch 241/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.012 Epoch 76 Batch 242/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 76 Batch 243/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 76 Batch 244/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 76 Batch 245/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.008 Epoch 76 Batch 246/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 76 Batch 247/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 76 Batch 248/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.005 Epoch 76 Batch 249/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 76 Batch 250/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.011 Epoch 76 Batch 251/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 76 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 76 Batch 253/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.007 Epoch 76 Batch 254/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 76 Batch 255/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 76 Batch 256/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 76 Batch 257/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 76 Batch 258/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 76 Batch 259/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 76 Batch 260/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 76 Batch 261/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.010 Epoch 76 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 76 Batch 263/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 76 Batch 264/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 76 Batch 265/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 76 Batch 266/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.006 Epoch 76 Batch 267/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 77 Batch 0/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 77 Batch 1/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.005 Epoch 77 Batch 2/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 77 Batch 3/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.005 Epoch 77 Batch 4/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.007 Epoch 77 Batch 5/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.007 Epoch 77 Batch 6/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.007 Epoch 77 Batch 7/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 77 Batch 8/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.011 Epoch 77 Batch 9/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 77 Batch 10/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.008 Epoch 77 Batch 11/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 77 Batch 12/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 77 Batch 13/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.007 Epoch 77 Batch 14/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.006 Epoch 77 Batch 15/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.005 Epoch 77 Batch 16/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.012 Epoch 77 Batch 17/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 77 Batch 18/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 77 Batch 19/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.007 Epoch 77 Batch 20/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.007 Epoch 77 Batch 21/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.009 Epoch 77 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.007 Epoch 77 Batch 23/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.008 Epoch 77 Batch 24/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 77 Batch 25/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 26/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 27/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 77 Batch 28/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.008 Epoch 77 Batch 29/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 77 Batch 30/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 77 Batch 31/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 77 Batch 32/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 77 Batch 33/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.008 Epoch 77 Batch 34/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 77 Batch 35/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.010 Epoch 77 Batch 36/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.007 Epoch 77 Batch 37/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 77 Batch 38/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 77 Batch 39/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 77 Batch 40/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 77 Batch 41/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 77 Batch 42/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 77 Batch 43/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.011 Epoch 77 Batch 44/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.012 Epoch 77 Batch 45/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 46/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 47/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 77 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 77 Batch 49/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.005 Epoch 77 Batch 50/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.011 Epoch 77 Batch 51/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.009 Epoch 77 Batch 52/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 77 Batch 53/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.008 Epoch 77 Batch 54/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 77 Batch 55/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 77 Batch 56/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 77 Batch 57/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 77 Batch 58/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.010 Epoch 77 Batch 59/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 77 Batch 60/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 77 Batch 61/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.011 Epoch 77 Batch 62/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 77 Batch 63/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 77 Batch 64/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.005 Epoch 77 Batch 65/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 77 Batch 66/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.007 Epoch 77 Batch 67/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 77 Batch 68/269 - Train Accuracy: 0.965, Validation Accuracy: 0.969, Loss: 0.013 Epoch 77 Batch 69/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 77 Batch 70/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 77 Batch 71/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 77 Batch 72/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.010 Epoch 77 Batch 73/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 77 Batch 74/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 77 Batch 75/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 77 Batch 76/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.007 Epoch 77 Batch 77/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.008 Epoch 77 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 77 Batch 79/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.009 Epoch 77 Batch 80/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 77 Batch 81/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 77 Batch 82/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.005 Epoch 77 Batch 83/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 77 Batch 84/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 77 Batch 85/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 77 Batch 86/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 77 Batch 87/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 77 Batch 88/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.008 Epoch 77 Batch 89/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 77 Batch 90/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.008 Epoch 77 Batch 91/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 77 Batch 92/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 77 Batch 93/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.007 Epoch 77 Batch 94/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 77 Batch 95/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 77 Batch 96/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 77 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 77 Batch 98/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 77 Batch 99/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 100/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 77 Batch 101/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 77 Batch 102/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 77 Batch 103/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 77 Batch 104/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 77 Batch 105/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.008 Epoch 77 Batch 106/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 77 Batch 107/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 77 Batch 108/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 77 Batch 109/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 77 Batch 110/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 77 Batch 111/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 77 Batch 112/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.010 Epoch 77 Batch 113/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.010 Epoch 77 Batch 114/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 77 Batch 115/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.008 Epoch 77 Batch 116/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.008 Epoch 77 Batch 117/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 77 Batch 118/269 - Train Accuracy: 0.983, Validation Accuracy: 0.961, Loss: 0.008 Epoch 77 Batch 119/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 77 Batch 120/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.008 Epoch 77 Batch 121/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 77 Batch 122/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 77 Batch 123/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.011 Epoch 77 Batch 124/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 77 Batch 125/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 77 Batch 126/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.008 Epoch 77 Batch 127/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 77 Batch 128/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 129/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 130/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 77 Batch 131/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 77 Batch 132/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 77 Batch 133/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 77 Batch 134/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.009 Epoch 77 Batch 135/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 77 Batch 136/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 77 Batch 137/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 77 Batch 138/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 77 Batch 139/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 77 Batch 140/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 77 Batch 141/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 142/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 143/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.007 Epoch 77 Batch 144/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 77 Batch 145/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 77 Batch 146/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.007 Epoch 77 Batch 147/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 77 Batch 148/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 77 Batch 149/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 77 Batch 150/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.010 Epoch 77 Batch 151/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.009 Epoch 77 Batch 152/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 77 Batch 153/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.007 Epoch 77 Batch 154/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 77 Batch 155/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.007 Epoch 77 Batch 156/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.006 Epoch 77 Batch 157/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 77 Batch 158/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 77 Batch 159/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 77 Batch 160/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 77 Batch 161/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.009 Epoch 77 Batch 162/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 163/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 164/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 77 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 166/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 77 Batch 167/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 77 Batch 168/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.012 Epoch 77 Batch 169/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 77 Batch 170/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 77 Batch 171/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 77 Batch 172/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.008 Epoch 77 Batch 173/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 77 Batch 174/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 77 Batch 175/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 77 Batch 176/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.007 Epoch 77 Batch 177/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.006 Epoch 77 Batch 178/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 77 Batch 179/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 77 Batch 180/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 77 Batch 181/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 77 Batch 182/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 77 Batch 183/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 77 Batch 184/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 77 Batch 185/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 77 Batch 186/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.007 Epoch 77 Batch 187/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 77 Batch 188/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 77 Batch 189/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 77 Batch 190/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.006 Epoch 77 Batch 191/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 77 Batch 192/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 77 Batch 193/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 77 Batch 194/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 77 Batch 195/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 77 Batch 196/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 77 Batch 197/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 77 Batch 198/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 77 Batch 199/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 77 Batch 200/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.006 Epoch 77 Batch 201/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 77 Batch 202/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 77 Batch 203/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.011 Epoch 77 Batch 204/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 77 Batch 205/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.006 Epoch 77 Batch 206/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 77 Batch 207/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 77 Batch 208/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 209/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 77 Batch 210/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 77 Batch 211/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.008 Epoch 77 Batch 212/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.012 Epoch 77 Batch 213/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 77 Batch 214/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.012 Epoch 77 Batch 215/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 77 Batch 216/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 77 Batch 217/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.011 Epoch 77 Batch 218/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.008 Epoch 77 Batch 219/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 77 Batch 220/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.009 Epoch 77 Batch 221/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 77 Batch 222/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 77 Batch 223/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 77 Batch 224/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 77 Batch 225/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 77 Batch 226/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 77 Batch 227/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 77 Batch 228/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 77 Batch 229/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.011 Epoch 77 Batch 230/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 77 Batch 231/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 77 Batch 232/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.012 Epoch 77 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.012 Epoch 77 Batch 234/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 77 Batch 235/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 236/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 77 Batch 237/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 77 Batch 238/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.008 Epoch 77 Batch 239/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 240/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 77 Batch 241/269 - Train Accuracy: 0.961, Validation Accuracy: 0.968, Loss: 0.011 Epoch 77 Batch 242/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 243/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.008 Epoch 77 Batch 244/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 77 Batch 245/269 - Train Accuracy: 0.962, Validation Accuracy: 0.965, Loss: 0.008 Epoch 77 Batch 246/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.011 Epoch 77 Batch 247/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 77 Batch 248/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.008 Epoch 77 Batch 249/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 77 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 77 Batch 251/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 77 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.006 Epoch 77 Batch 253/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.008 Epoch 77 Batch 254/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 77 Batch 255/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.006 Epoch 77 Batch 256/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 77 Batch 257/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 77 Batch 258/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 77 Batch 259/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.007 Epoch 77 Batch 260/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 77 Batch 261/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.005 Epoch 77 Batch 262/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 77 Batch 263/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 77 Batch 264/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 77 Batch 265/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.008 Epoch 77 Batch 266/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 77 Batch 267/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 78 Batch 0/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.009 Epoch 78 Batch 1/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 78 Batch 2/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 78 Batch 3/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.006 Epoch 78 Batch 4/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 78 Batch 5/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 78 Batch 6/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.010 Epoch 78 Batch 7/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 78 Batch 8/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.011 Epoch 78 Batch 9/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 78 Batch 10/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.006 Epoch 78 Batch 11/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 78 Batch 12/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.012 Epoch 78 Batch 13/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 78 Batch 14/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 78 Batch 15/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 78 Batch 16/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 78 Batch 17/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 78 Batch 18/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 78 Batch 19/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.008 Epoch 78 Batch 20/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.012 Epoch 78 Batch 21/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.012 Epoch 78 Batch 22/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 78 Batch 23/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 78 Batch 24/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 78 Batch 25/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 78 Batch 26/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 78 Batch 27/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 78 Batch 28/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.008 Epoch 78 Batch 29/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 78 Batch 30/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 78 Batch 31/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 78 Batch 32/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.005 Epoch 78 Batch 33/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.008 Epoch 78 Batch 34/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 35/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.016 Epoch 78 Batch 36/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 78 Batch 37/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.011 Epoch 78 Batch 38/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.008 Epoch 78 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.010 Epoch 78 Batch 40/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.012 Epoch 78 Batch 41/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 78 Batch 42/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 78 Batch 43/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 78 Batch 44/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.013 Epoch 78 Batch 45/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.011 Epoch 78 Batch 46/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 78 Batch 47/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.009 Epoch 78 Batch 48/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 78 Batch 49/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 78 Batch 50/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.012 Epoch 78 Batch 51/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 78 Batch 52/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 53/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 78 Batch 54/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.007 Epoch 78 Batch 55/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.011 Epoch 78 Batch 56/269 - Train Accuracy: 0.965, Validation Accuracy: 0.972, Loss: 0.010 Epoch 78 Batch 57/269 - Train Accuracy: 0.976, Validation Accuracy: 0.973, Loss: 0.014 Epoch 78 Batch 58/269 - Train Accuracy: 0.973, Validation Accuracy: 0.973, Loss: 0.010 Epoch 78 Batch 59/269 - Train Accuracy: 0.977, Validation Accuracy: 0.974, Loss: 0.006 Epoch 78 Batch 60/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.013 Epoch 78 Batch 61/269 - Train Accuracy: 0.967, Validation Accuracy: 0.971, Loss: 0.010 Epoch 78 Batch 62/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.012 Epoch 78 Batch 63/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 78 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 78 Batch 65/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 78 Batch 66/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 78 Batch 67/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.011 Epoch 78 Batch 68/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.012 Epoch 78 Batch 69/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 78 Batch 70/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 78 Batch 71/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 78 Batch 72/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 78 Batch 73/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 78 Batch 74/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 78 Batch 75/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 78 Batch 76/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 78 Batch 77/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 78 Batch 78/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 78 Batch 79/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 78 Batch 80/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.006 Epoch 78 Batch 81/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.010 Epoch 78 Batch 82/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 78 Batch 83/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.011 Epoch 78 Batch 84/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.008 Epoch 78 Batch 85/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.010 Epoch 78 Batch 86/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 87/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.010 Epoch 78 Batch 88/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 78 Batch 89/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 78 Batch 90/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 91/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 78 Batch 92/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.007 Epoch 78 Batch 93/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.010 Epoch 78 Batch 94/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.012 Epoch 78 Batch 95/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.008 Epoch 78 Batch 96/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 78 Batch 97/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.009 Epoch 78 Batch 98/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 78 Batch 99/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 78 Batch 100/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.011 Epoch 78 Batch 101/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.012 Epoch 78 Batch 102/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 78 Batch 103/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 78 Batch 104/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 78 Batch 105/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 78 Batch 106/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.009 Epoch 78 Batch 107/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 108/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 109/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.010 Epoch 78 Batch 110/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 78 Batch 111/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 78 Batch 112/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 78 Batch 113/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.010 Epoch 78 Batch 114/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 78 Batch 115/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 78 Batch 116/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.005 Epoch 78 Batch 117/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 78 Batch 118/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 78 Batch 119/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 78 Batch 120/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 78 Batch 121/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.006 Epoch 78 Batch 122/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 78 Batch 123/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 78 Batch 124/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 78 Batch 125/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 78 Batch 126/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 78 Batch 127/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.010 Epoch 78 Batch 128/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.006 Epoch 78 Batch 129/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 78 Batch 130/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.010 Epoch 78 Batch 131/269 - Train Accuracy: 0.967, Validation Accuracy: 0.974, Loss: 0.010 Epoch 78 Batch 132/269 - Train Accuracy: 0.965, Validation Accuracy: 0.974, Loss: 0.010 Epoch 78 Batch 133/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.008 Epoch 78 Batch 134/269 - Train Accuracy: 0.969, Validation Accuracy: 0.974, Loss: 0.009 Epoch 78 Batch 135/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.006 Epoch 78 Batch 136/269 - Train Accuracy: 0.967, Validation Accuracy: 0.971, Loss: 0.009 Epoch 78 Batch 137/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.008 Epoch 78 Batch 138/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.007 Epoch 78 Batch 139/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.006 Epoch 78 Batch 140/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.009 Epoch 78 Batch 141/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.007 Epoch 78 Batch 142/269 - Train Accuracy: 0.968, Validation Accuracy: 0.972, Loss: 0.013 Epoch 78 Batch 143/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.009 Epoch 78 Batch 144/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.009 Epoch 78 Batch 145/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.005 Epoch 78 Batch 146/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.007 Epoch 78 Batch 147/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.009 Epoch 78 Batch 148/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.007 Epoch 78 Batch 149/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.008 Epoch 78 Batch 150/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 151/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 78 Batch 152/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 153/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.008 Epoch 78 Batch 154/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 78 Batch 155/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.009 Epoch 78 Batch 156/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 78 Batch 157/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.006 Epoch 78 Batch 158/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 78 Batch 159/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 78 Batch 160/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 78 Batch 161/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.009 Epoch 78 Batch 162/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 78 Batch 163/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.009 Epoch 78 Batch 164/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 78 Batch 165/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 166/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 167/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 78 Batch 168/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 169/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 170/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 78 Batch 171/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 172/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 173/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.008 Epoch 78 Batch 174/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 175/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 78 Batch 176/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 78 Batch 177/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 78 Batch 178/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 78 Batch 179/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 78 Batch 180/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 181/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 78 Batch 182/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 78 Batch 183/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.005 Epoch 78 Batch 184/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 78 Batch 185/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 78 Batch 186/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 78 Batch 187/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 78 Batch 188/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.011 Epoch 78 Batch 189/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 190/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.011 Epoch 78 Batch 191/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.007 Epoch 78 Batch 192/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 78 Batch 193/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 78 Batch 194/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 78 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 78 Batch 196/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 197/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.011 Epoch 78 Batch 198/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 78 Batch 199/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 78 Batch 200/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.007 Epoch 78 Batch 201/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 78 Batch 202/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.008 Epoch 78 Batch 203/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.010 Epoch 78 Batch 204/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.007 Epoch 78 Batch 205/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.006 Epoch 78 Batch 206/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 78 Batch 207/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 78 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.007 Epoch 78 Batch 209/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.007 Epoch 78 Batch 210/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.008 Epoch 78 Batch 211/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 78 Batch 212/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 78 Batch 213/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 78 Batch 214/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.012 Epoch 78 Batch 215/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 78 Batch 216/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 78 Batch 217/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.009 Epoch 78 Batch 218/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 78 Batch 219/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.005 Epoch 78 Batch 220/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 78 Batch 221/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 78 Batch 222/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 78 Batch 223/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 78 Batch 224/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 78 Batch 225/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 78 Batch 226/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.008 Epoch 78 Batch 227/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.011 Epoch 78 Batch 228/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 78 Batch 229/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 78 Batch 230/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.009 Epoch 78 Batch 231/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 78 Batch 232/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 78 Batch 233/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.010 Epoch 78 Batch 234/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.006 Epoch 78 Batch 235/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.007 Epoch 78 Batch 236/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.009 Epoch 78 Batch 237/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.010 Epoch 78 Batch 238/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 239/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.012 Epoch 78 Batch 240/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 78 Batch 241/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.010 Epoch 78 Batch 242/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.007 Epoch 78 Batch 243/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.008 Epoch 78 Batch 244/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.008 Epoch 78 Batch 245/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.008 Epoch 78 Batch 246/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 78 Batch 247/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 78 Batch 248/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.006 Epoch 78 Batch 249/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 78 Batch 250/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.011 Epoch 78 Batch 251/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 78 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 78 Batch 253/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 78 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 78 Batch 255/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.009 Epoch 78 Batch 256/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.008 Epoch 78 Batch 257/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 78 Batch 258/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.009 Epoch 78 Batch 259/269 - Train Accuracy: 0.977, Validation Accuracy: 0.957, Loss: 0.009 Epoch 78 Batch 260/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.006 Epoch 78 Batch 261/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.007 Epoch 78 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 78 Batch 263/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.009 Epoch 78 Batch 264/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.009 Epoch 78 Batch 265/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.006 Epoch 78 Batch 266/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.006 Epoch 78 Batch 267/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.007 Epoch 79 Batch 0/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.009 Epoch 79 Batch 1/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.011 Epoch 79 Batch 2/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 79 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.006 Epoch 79 Batch 4/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 79 Batch 5/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.011 Epoch 79 Batch 6/269 - Train Accuracy: 0.976, Validation Accuracy: 0.957, Loss: 0.006 Epoch 79 Batch 7/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.010 Epoch 79 Batch 8/269 - Train Accuracy: 0.977, Validation Accuracy: 0.958, Loss: 0.011 Epoch 79 Batch 9/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.008 Epoch 79 Batch 10/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.007 Epoch 79 Batch 11/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.007 Epoch 79 Batch 12/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.014 Epoch 79 Batch 13/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 79 Batch 14/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 79 Batch 15/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.005 Epoch 79 Batch 16/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.013 Epoch 79 Batch 17/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 79 Batch 18/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 79 Batch 19/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 79 Batch 20/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.008 Epoch 79 Batch 21/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 79 Batch 22/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 79 Batch 23/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 79 Batch 24/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.015 Epoch 79 Batch 25/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.013 Epoch 79 Batch 26/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 79 Batch 27/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 79 Batch 28/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 79 Batch 29/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 79 Batch 30/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 79 Batch 31/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 79 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.004 Epoch 79 Batch 33/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 79 Batch 34/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 79 Batch 35/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.016 Epoch 79 Batch 36/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 79 Batch 37/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.007 Epoch 79 Batch 38/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.009 Epoch 79 Batch 39/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.006 Epoch 79 Batch 40/269 - Train Accuracy: 0.967, Validation Accuracy: 0.972, Loss: 0.010 Epoch 79 Batch 41/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.008 Epoch 79 Batch 42/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.005 Epoch 79 Batch 43/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 79 Batch 44/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 79 Batch 45/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 79 Batch 46/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 79 Batch 47/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.005 Epoch 79 Batch 48/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.012 Epoch 79 Batch 49/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 79 Batch 50/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.011 Epoch 79 Batch 51/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 79 Batch 52/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 79 Batch 53/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 79 Batch 54/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 79 Batch 55/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 79 Batch 56/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 79 Batch 57/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.013 Epoch 79 Batch 58/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 79 Batch 59/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 79 Batch 60/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 79 Batch 61/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 79 Batch 62/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.010 Epoch 79 Batch 63/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 79 Batch 64/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.010 Epoch 79 Batch 65/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 79 Batch 66/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 79 Batch 67/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.010 Epoch 79 Batch 68/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 79 Batch 69/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 79 Batch 70/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 79 Batch 71/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 79 Batch 72/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 79 Batch 73/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.012 Epoch 79 Batch 74/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 79 Batch 75/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.008 Epoch 79 Batch 76/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 79 Batch 77/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.007 Epoch 79 Batch 78/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 79 Batch 79/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 79 Batch 80/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 79 Batch 81/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 79 Batch 82/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 79 Batch 83/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 79 Batch 84/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 79 Batch 85/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 79 Batch 86/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 79 Batch 87/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 79 Batch 88/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 79 Batch 89/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.008 Epoch 79 Batch 90/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.008 Epoch 79 Batch 91/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 79 Batch 92/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 79 Batch 93/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 79 Batch 94/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 79 Batch 95/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 79 Batch 96/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.008 Epoch 79 Batch 97/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 79 Batch 98/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.007 Epoch 79 Batch 99/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 79 Batch 100/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.010 Epoch 79 Batch 101/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.012 Epoch 79 Batch 102/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.008 Epoch 79 Batch 103/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 79 Batch 104/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.014 Epoch 79 Batch 105/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 79 Batch 106/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 79 Batch 107/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.007 Epoch 79 Batch 108/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 79 Batch 109/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.009 Epoch 79 Batch 110/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 79 Batch 111/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 79 Batch 112/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 79 Batch 113/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 79 Batch 114/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 79 Batch 115/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 79 Batch 116/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 79 Batch 117/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 79 Batch 118/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.007 Epoch 79 Batch 119/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.010 Epoch 79 Batch 120/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.008 Epoch 79 Batch 121/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 79 Batch 122/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 79 Batch 123/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.007 Epoch 79 Batch 124/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 79 Batch 125/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 79 Batch 126/269 - Train Accuracy: 0.961, Validation Accuracy: 0.967, Loss: 0.009 Epoch 79 Batch 127/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.011 Epoch 79 Batch 128/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.009 Epoch 79 Batch 129/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 79 Batch 130/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.012 Epoch 79 Batch 131/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 79 Batch 132/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 79 Batch 133/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 79 Batch 134/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 79 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 79 Batch 136/269 - Train Accuracy: 0.960, Validation Accuracy: 0.964, Loss: 0.010 Epoch 79 Batch 137/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.009 Epoch 79 Batch 138/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 79 Batch 139/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 79 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 79 Batch 141/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 79 Batch 142/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 79 Batch 143/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 79 Batch 144/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 79 Batch 145/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.005 Epoch 79 Batch 146/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.008 Epoch 79 Batch 147/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 79 Batch 148/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 79 Batch 149/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 79 Batch 150/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 79 Batch 151/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.011 Epoch 79 Batch 152/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.008 Epoch 79 Batch 153/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 79 Batch 154/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.010 Epoch 79 Batch 155/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.008 Epoch 79 Batch 156/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 79 Batch 157/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 79 Batch 158/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 79 Batch 159/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 79 Batch 160/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 79 Batch 161/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.007 Epoch 79 Batch 162/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.007 Epoch 79 Batch 163/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.008 Epoch 79 Batch 164/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 79 Batch 165/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 79 Batch 166/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 79 Batch 167/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 79 Batch 168/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 79 Batch 169/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 79 Batch 170/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 79 Batch 171/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 79 Batch 172/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 79 Batch 173/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 79 Batch 174/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.008 Epoch 79 Batch 175/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 79 Batch 176/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 79 Batch 177/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 79 Batch 178/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 79 Batch 179/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 79 Batch 180/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.011 Epoch 79 Batch 181/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 79 Batch 182/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.007 Epoch 79 Batch 183/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.005 Epoch 79 Batch 184/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.010 Epoch 79 Batch 185/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.012 Epoch 79 Batch 186/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 79 Batch 187/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 79 Batch 188/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.006 Epoch 79 Batch 189/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.009 Epoch 79 Batch 190/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 79 Batch 191/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.005 Epoch 79 Batch 192/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.005 Epoch 79 Batch 193/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.007 Epoch 79 Batch 194/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 79 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.009 Epoch 79 Batch 196/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.008 Epoch 79 Batch 197/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.007 Epoch 79 Batch 198/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.009 Epoch 79 Batch 199/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 79 Batch 200/269 - Train Accuracy: 0.980, Validation Accuracy: 0.959, Loss: 0.006 Epoch 79 Batch 201/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.009 Epoch 79 Batch 202/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 79 Batch 203/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.013 Epoch 79 Batch 204/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.007 Epoch 79 Batch 205/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 79 Batch 206/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.011 Epoch 79 Batch 207/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.008 Epoch 79 Batch 208/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.009 Epoch 79 Batch 209/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.007 Epoch 79 Batch 210/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.007 Epoch 79 Batch 211/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 79 Batch 212/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.010 Epoch 79 Batch 213/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.008 Epoch 79 Batch 214/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.007 Epoch 79 Batch 215/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 79 Batch 216/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 79 Batch 217/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.009 Epoch 79 Batch 218/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.007 Epoch 79 Batch 219/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.010 Epoch 79 Batch 220/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.011 Epoch 79 Batch 221/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.012 Epoch 79 Batch 222/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 79 Batch 223/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.007 Epoch 79 Batch 224/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.015 Epoch 79 Batch 225/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 79 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 79 Batch 227/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 79 Batch 228/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.009 Epoch 79 Batch 229/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 79 Batch 230/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.014 Epoch 79 Batch 231/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 79 Batch 232/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 79 Batch 233/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.009 Epoch 79 Batch 234/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 79 Batch 235/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.008 Epoch 79 Batch 236/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 79 Batch 237/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 79 Batch 238/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 79 Batch 239/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 79 Batch 240/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 79 Batch 241/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.010 Epoch 79 Batch 242/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 79 Batch 243/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.008 Epoch 79 Batch 244/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 79 Batch 245/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 79 Batch 246/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 79 Batch 247/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 79 Batch 248/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 79 Batch 249/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 79 Batch 250/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.011 Epoch 79 Batch 251/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 79 Batch 252/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 79 Batch 253/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 79 Batch 254/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 79 Batch 255/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 79 Batch 256/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 79 Batch 257/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.013 Epoch 79 Batch 258/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 79 Batch 259/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 79 Batch 260/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 79 Batch 261/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.006 Epoch 79 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 79 Batch 263/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.013 Epoch 79 Batch 264/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.014 Epoch 79 Batch 265/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 79 Batch 266/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.009 Epoch 79 Batch 267/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.013 Epoch 80 Batch 0/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.011 Epoch 80 Batch 1/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 80 Batch 2/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.009 Epoch 80 Batch 3/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 80 Batch 4/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 80 Batch 5/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 80 Batch 6/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 80 Batch 7/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 80 Batch 8/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 80 Batch 9/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.007 Epoch 80 Batch 10/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.009 Epoch 80 Batch 11/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.013 Epoch 80 Batch 12/269 - Train Accuracy: 0.962, Validation Accuracy: 0.964, Loss: 0.014 Epoch 80 Batch 13/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 80 Batch 14/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 80 Batch 15/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 80 Batch 16/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.014 Epoch 80 Batch 17/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 80 Batch 18/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.012 Epoch 80 Batch 19/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 80 Batch 20/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.008 Epoch 80 Batch 21/269 - Train Accuracy: 0.963, Validation Accuracy: 0.969, Loss: 0.011 Epoch 80 Batch 22/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 80 Batch 23/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 80 Batch 24/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 80 Batch 25/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 80 Batch 26/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 80 Batch 27/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 80 Batch 28/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 80 Batch 29/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 80 Batch 30/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 80 Batch 31/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 80 Batch 32/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 80 Batch 33/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.007 Epoch 80 Batch 34/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.011 Epoch 80 Batch 35/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.014 Epoch 80 Batch 36/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 80 Batch 37/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 80 Batch 38/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 80 Batch 39/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 80 Batch 40/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.008 Epoch 80 Batch 41/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 80 Batch 42/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 80 Batch 43/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.009 Epoch 80 Batch 44/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 80 Batch 45/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 80 Batch 46/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.011 Epoch 80 Batch 47/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.006 Epoch 80 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 80 Batch 49/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 80 Batch 50/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.012 Epoch 80 Batch 51/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.013 Epoch 80 Batch 52/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 80 Batch 53/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 80 Batch 54/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.012 Epoch 80 Batch 55/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 80 Batch 56/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.009 Epoch 80 Batch 57/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.012 Epoch 80 Batch 58/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 80 Batch 59/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 80 Batch 60/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.013 Epoch 80 Batch 61/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 80 Batch 62/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.013 Epoch 80 Batch 63/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.012 Epoch 80 Batch 64/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 80 Batch 65/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.013 Epoch 80 Batch 66/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 80 Batch 67/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 80 Batch 68/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.011 Epoch 80 Batch 69/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.014 Epoch 80 Batch 70/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.012 Epoch 80 Batch 71/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.013 Epoch 80 Batch 72/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 80 Batch 73/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.013 Epoch 80 Batch 74/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.012 Epoch 80 Batch 75/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.014 Epoch 80 Batch 76/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.012 Epoch 80 Batch 77/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 80 Batch 78/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 80 Batch 79/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.011 Epoch 80 Batch 80/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.008 Epoch 80 Batch 81/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 80 Batch 82/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.011 Epoch 80 Batch 83/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.014 Epoch 80 Batch 84/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 80 Batch 85/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.012 Epoch 80 Batch 86/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 80 Batch 87/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 80 Batch 88/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.010 Epoch 80 Batch 89/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.008 Epoch 80 Batch 90/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.011 Epoch 80 Batch 91/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 80 Batch 92/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 80 Batch 93/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.007 Epoch 80 Batch 94/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.017 Epoch 80 Batch 95/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 80 Batch 96/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 80 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.012 Epoch 80 Batch 98/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.008 Epoch 80 Batch 99/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.006 Epoch 80 Batch 100/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 80 Batch 101/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.017 Epoch 80 Batch 102/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.007 Epoch 80 Batch 103/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.011 Epoch 80 Batch 104/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 80 Batch 105/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 80 Batch 106/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 80 Batch 107/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 80 Batch 108/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.008 Epoch 80 Batch 109/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.011 Epoch 80 Batch 110/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 80 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.009 Epoch 80 Batch 112/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.010 Epoch 80 Batch 113/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.010 Epoch 80 Batch 114/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 80 Batch 115/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.011 Epoch 80 Batch 116/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 80 Batch 117/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 80 Batch 118/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 80 Batch 119/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.010 Epoch 80 Batch 120/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 80 Batch 121/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 80 Batch 122/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.008 Epoch 80 Batch 123/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.008 Epoch 80 Batch 124/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.009 Epoch 80 Batch 125/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.006 Epoch 80 Batch 126/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.008 Epoch 80 Batch 127/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 80 Batch 128/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 80 Batch 129/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.010 Epoch 80 Batch 130/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.010 Epoch 80 Batch 131/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.013 Epoch 80 Batch 132/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.011 Epoch 80 Batch 133/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.012 Epoch 80 Batch 134/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 80 Batch 135/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 80 Batch 136/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.007 Epoch 80 Batch 137/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 80 Batch 138/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 80 Batch 139/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 80 Batch 140/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 80 Batch 141/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.012 Epoch 80 Batch 142/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.010 Epoch 80 Batch 143/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.012 Epoch 80 Batch 144/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 80 Batch 145/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 80 Batch 146/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 80 Batch 147/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 80 Batch 148/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 80 Batch 149/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.011 Epoch 80 Batch 150/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.012 Epoch 80 Batch 151/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.011 Epoch 80 Batch 152/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 80 Batch 153/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 80 Batch 154/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 80 Batch 155/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 80 Batch 156/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 80 Batch 157/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 80 Batch 158/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 80 Batch 159/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 80 Batch 160/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.007 Epoch 80 Batch 161/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.006 Epoch 80 Batch 162/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.009 Epoch 80 Batch 163/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.008 Epoch 80 Batch 164/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 80 Batch 165/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 80 Batch 166/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 80 Batch 167/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.007 Epoch 80 Batch 168/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.010 Epoch 80 Batch 169/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 80 Batch 170/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.010 Epoch 80 Batch 171/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 80 Batch 172/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.012 Epoch 80 Batch 173/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.008 Epoch 80 Batch 174/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 80 Batch 175/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 80 Batch 176/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.006 Epoch 80 Batch 177/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 80 Batch 178/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.012 Epoch 80 Batch 179/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.008 Epoch 80 Batch 180/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.010 Epoch 80 Batch 181/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.014 Epoch 80 Batch 182/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.008 Epoch 80 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.006 Epoch 80 Batch 184/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 80 Batch 185/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 80 Batch 186/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.007 Epoch 80 Batch 187/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.007 Epoch 80 Batch 188/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.008 Epoch 80 Batch 189/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 80 Batch 190/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 80 Batch 191/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 80 Batch 192/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 80 Batch 193/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 80 Batch 194/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 80 Batch 195/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 80 Batch 196/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 80 Batch 197/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 80 Batch 198/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 80 Batch 199/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.008 Epoch 80 Batch 200/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.009 Epoch 80 Batch 201/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 80 Batch 202/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 80 Batch 203/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 80 Batch 204/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 80 Batch 205/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.005 Epoch 80 Batch 206/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.013 Epoch 80 Batch 207/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 80 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 80 Batch 209/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 80 Batch 210/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.011 Epoch 80 Batch 211/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.009 Epoch 80 Batch 212/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 80 Batch 213/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.012 Epoch 80 Batch 214/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.009 Epoch 80 Batch 215/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 80 Batch 216/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 80 Batch 217/269 - Train Accuracy: 0.960, Validation Accuracy: 0.964, Loss: 0.013 Epoch 80 Batch 218/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 80 Batch 219/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.010 Epoch 80 Batch 220/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 80 Batch 221/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 80 Batch 222/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.005 Epoch 80 Batch 223/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 80 Batch 224/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.013 Epoch 80 Batch 225/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.012 Epoch 80 Batch 226/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 80 Batch 227/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 80 Batch 228/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.005 Epoch 80 Batch 229/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 80 Batch 230/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 80 Batch 231/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.013 Epoch 80 Batch 232/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.012 Epoch 80 Batch 233/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.013 Epoch 80 Batch 234/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 80 Batch 235/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.006 Epoch 80 Batch 236/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.010 Epoch 80 Batch 237/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.010 Epoch 80 Batch 238/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 80 Batch 239/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 80 Batch 240/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 80 Batch 241/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 80 Batch 242/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 80 Batch 243/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.008 Epoch 80 Batch 244/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 80 Batch 245/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.008 Epoch 80 Batch 246/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.012 Epoch 80 Batch 247/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.010 Epoch 80 Batch 248/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 80 Batch 249/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 80 Batch 250/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 80 Batch 251/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 80 Batch 252/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 80 Batch 253/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 80 Batch 254/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.014 Epoch 80 Batch 255/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 80 Batch 256/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 80 Batch 257/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.012 Epoch 80 Batch 258/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 80 Batch 259/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 80 Batch 260/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 80 Batch 261/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 80 Batch 262/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 80 Batch 263/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 80 Batch 264/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.013 Epoch 80 Batch 265/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.009 Epoch 80 Batch 266/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.009 Epoch 80 Batch 267/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 81 Batch 0/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 81 Batch 1/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 81 Batch 2/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 81 Batch 3/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.011 Epoch 81 Batch 4/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.012 Epoch 81 Batch 5/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 81 Batch 6/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 81 Batch 7/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 81 Batch 8/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 81 Batch 9/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 81 Batch 10/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 81 Batch 11/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 81 Batch 12/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.011 Epoch 81 Batch 13/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.009 Epoch 81 Batch 14/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.009 Epoch 81 Batch 15/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 81 Batch 16/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.012 Epoch 81 Batch 17/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 81 Batch 18/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 81 Batch 19/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 81 Batch 20/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.010 Epoch 81 Batch 21/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.013 Epoch 81 Batch 22/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 81 Batch 23/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.013 Epoch 81 Batch 24/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.012 Epoch 81 Batch 25/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 81 Batch 26/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.010 Epoch 81 Batch 27/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.013 Epoch 81 Batch 28/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.016 Epoch 81 Batch 29/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 81 Batch 30/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.012 Epoch 81 Batch 31/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.010 Epoch 81 Batch 32/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.006 Epoch 81 Batch 33/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 81 Batch 34/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 81 Batch 35/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.015 Epoch 81 Batch 36/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.011 Epoch 81 Batch 37/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.011 Epoch 81 Batch 38/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.012 Epoch 81 Batch 39/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.009 Epoch 81 Batch 40/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.010 Epoch 81 Batch 41/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.009 Epoch 81 Batch 42/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.008 Epoch 81 Batch 43/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 81 Batch 44/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.012 Epoch 81 Batch 45/269 - Train Accuracy: 0.962, Validation Accuracy: 0.967, Loss: 0.016 Epoch 81 Batch 46/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 81 Batch 47/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 81 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 81 Batch 49/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 81 Batch 50/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.013 Epoch 81 Batch 51/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 81 Batch 52/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 81 Batch 53/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.010 Epoch 81 Batch 54/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.011 Epoch 81 Batch 55/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 81 Batch 56/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.016 Epoch 81 Batch 57/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.012 Epoch 81 Batch 58/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 81 Batch 59/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.006 Epoch 81 Batch 60/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 81 Batch 61/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 81 Batch 62/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 81 Batch 63/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.012 Epoch 81 Batch 64/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.010 Epoch 81 Batch 65/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 81 Batch 66/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 81 Batch 67/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.012 Epoch 81 Batch 68/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.012 Epoch 81 Batch 69/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.012 Epoch 81 Batch 70/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.012 Epoch 81 Batch 71/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 81 Batch 72/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.012 Epoch 81 Batch 73/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.014 Epoch 81 Batch 74/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 81 Batch 75/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 81 Batch 76/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.009 Epoch 81 Batch 77/269 - Train Accuracy: 0.976, Validation Accuracy: 0.957, Loss: 0.013 Epoch 81 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.957, Loss: 0.011 Epoch 81 Batch 79/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.010 Epoch 81 Batch 80/269 - Train Accuracy: 0.980, Validation Accuracy: 0.959, Loss: 0.011 Epoch 81 Batch 81/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.012 Epoch 81 Batch 82/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.007 Epoch 81 Batch 83/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.014 Epoch 81 Batch 84/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 81 Batch 85/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 81 Batch 86/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.007 Epoch 81 Batch 87/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.012 Epoch 81 Batch 88/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 81 Batch 89/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 81 Batch 90/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.010 Epoch 81 Batch 91/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 81 Batch 92/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 81 Batch 93/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 81 Batch 94/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.012 Epoch 81 Batch 95/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 81 Batch 96/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.010 Epoch 81 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 81 Batch 98/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 81 Batch 99/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 81 Batch 100/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 81 Batch 101/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 81 Batch 102/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 81 Batch 103/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 81 Batch 104/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 81 Batch 105/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.007 Epoch 81 Batch 106/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.006 Epoch 81 Batch 107/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.012 Epoch 81 Batch 108/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 81 Batch 109/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.010 Epoch 81 Batch 110/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.010 Epoch 81 Batch 111/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 81 Batch 112/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 81 Batch 113/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 81 Batch 114/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 81 Batch 115/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 81 Batch 116/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 81 Batch 117/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 81 Batch 118/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 81 Batch 119/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.012 Epoch 81 Batch 120/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 81 Batch 121/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 81 Batch 122/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.009 Epoch 81 Batch 123/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 81 Batch 124/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 81 Batch 125/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 81 Batch 126/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 81 Batch 127/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 81 Batch 128/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.011 Epoch 81 Batch 129/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.010 Epoch 81 Batch 130/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.012 Epoch 81 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.010 Epoch 81 Batch 132/269 - Train Accuracy: 0.968, Validation Accuracy: 0.972, Loss: 0.011 Epoch 81 Batch 133/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.008 Epoch 81 Batch 134/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.008 Epoch 81 Batch 135/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.006 Epoch 81 Batch 136/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.011 Epoch 81 Batch 137/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 81 Batch 138/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 81 Batch 139/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 81 Batch 140/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 81 Batch 141/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.010 Epoch 81 Batch 142/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 81 Batch 143/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.013 Epoch 81 Batch 144/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 81 Batch 145/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 81 Batch 146/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 81 Batch 147/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 81 Batch 148/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.010 Epoch 81 Batch 149/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 81 Batch 150/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.009 Epoch 81 Batch 151/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.009 Epoch 81 Batch 152/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 81 Batch 153/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.009 Epoch 81 Batch 154/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 81 Batch 155/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 81 Batch 156/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.012 Epoch 81 Batch 157/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 81 Batch 158/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 81 Batch 159/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.010 Epoch 81 Batch 160/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 81 Batch 161/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 81 Batch 162/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 81 Batch 163/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.006 Epoch 81 Batch 164/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 81 Batch 165/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 81 Batch 166/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 81 Batch 167/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.011 Epoch 81 Batch 168/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 81 Batch 169/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.007 Epoch 81 Batch 170/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 81 Batch 171/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.012 Epoch 81 Batch 172/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.012 Epoch 81 Batch 173/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.008 Epoch 81 Batch 174/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 81 Batch 175/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 81 Batch 176/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.011 Epoch 81 Batch 177/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.007 Epoch 81 Batch 178/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.008 Epoch 81 Batch 179/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 81 Batch 180/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 81 Batch 181/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.015 Epoch 81 Batch 182/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.010 Epoch 81 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.007 Epoch 81 Batch 184/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 81 Batch 185/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 81 Batch 186/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 81 Batch 187/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 81 Batch 188/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.015 Epoch 81 Batch 189/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 81 Batch 190/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.009 Epoch 81 Batch 191/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.007 Epoch 81 Batch 192/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 81 Batch 193/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.008 Epoch 81 Batch 194/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.008 Epoch 81 Batch 195/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 81 Batch 196/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 81 Batch 197/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.009 Epoch 81 Batch 198/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.007 Epoch 81 Batch 199/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.012 Epoch 81 Batch 200/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.008 Epoch 81 Batch 201/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 81 Batch 202/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 81 Batch 203/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 81 Batch 204/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.009 Epoch 81 Batch 205/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 81 Batch 206/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 81 Batch 207/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 81 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.011 Epoch 81 Batch 209/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.011 Epoch 81 Batch 210/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.011 Epoch 81 Batch 211/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 81 Batch 212/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.013 Epoch 81 Batch 213/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.012 Epoch 81 Batch 214/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.014 Epoch 81 Batch 215/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.011 Epoch 81 Batch 216/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.012 Epoch 81 Batch 217/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.020 Epoch 81 Batch 218/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.017 Epoch 81 Batch 219/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.015 Epoch 81 Batch 220/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.015 Epoch 81 Batch 221/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 81 Batch 222/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.014 Epoch 81 Batch 223/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.010 Epoch 81 Batch 224/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.014 Epoch 81 Batch 225/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.012 Epoch 81 Batch 226/269 - Train Accuracy: 0.970, Validation Accuracy: 0.950, Loss: 0.015 Epoch 81 Batch 227/269 - Train Accuracy: 0.968, Validation Accuracy: 0.950, Loss: 0.014 Epoch 81 Batch 228/269 - Train Accuracy: 0.970, Validation Accuracy: 0.950, Loss: 0.015 Epoch 81 Batch 229/269 - Train Accuracy: 0.975, Validation Accuracy: 0.952, Loss: 0.018 Epoch 81 Batch 230/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.013 Epoch 81 Batch 231/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.014 Epoch 81 Batch 232/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.012 Epoch 81 Batch 233/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.014 Epoch 81 Batch 234/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 81 Batch 235/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.009 Epoch 81 Batch 236/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.012 Epoch 81 Batch 237/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.017 Epoch 81 Batch 238/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.013 Epoch 81 Batch 239/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.011 Epoch 81 Batch 240/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 81 Batch 241/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.015 Epoch 81 Batch 242/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 81 Batch 243/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.011 Epoch 81 Batch 244/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.012 Epoch 81 Batch 245/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.013 Epoch 81 Batch 246/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 81 Batch 247/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.014 Epoch 81 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.010 Epoch 81 Batch 249/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.012 Epoch 81 Batch 250/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.012 Epoch 81 Batch 251/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.011 Epoch 81 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 81 Batch 253/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.014 Epoch 81 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.013 Epoch 81 Batch 255/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.010 Epoch 81 Batch 256/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.012 Epoch 81 Batch 257/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.013 Epoch 81 Batch 258/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.011 Epoch 81 Batch 259/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.012 Epoch 81 Batch 260/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.012 Epoch 81 Batch 261/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.012 Epoch 81 Batch 262/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.014 Epoch 81 Batch 263/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 81 Batch 264/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.012 Epoch 81 Batch 265/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 81 Batch 266/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 81 Batch 267/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 82 Batch 0/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.011 Epoch 82 Batch 1/269 - Train Accuracy: 0.966, Validation Accuracy: 0.971, Loss: 0.012 Epoch 82 Batch 2/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.016 Epoch 82 Batch 3/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 82 Batch 4/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.016 Epoch 82 Batch 5/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 82 Batch 6/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 82 Batch 7/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 82 Batch 8/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.016 Epoch 82 Batch 9/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.014 Epoch 82 Batch 10/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.014 Epoch 82 Batch 11/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.013 Epoch 82 Batch 12/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.013 Epoch 82 Batch 13/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.010 Epoch 82 Batch 14/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 82 Batch 15/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 82 Batch 16/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.014 Epoch 82 Batch 17/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 82 Batch 18/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.015 Epoch 82 Batch 19/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.010 Epoch 82 Batch 20/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.011 Epoch 82 Batch 21/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.014 Epoch 82 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 82 Batch 23/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.014 Epoch 82 Batch 24/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.011 Epoch 82 Batch 25/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.016 Epoch 82 Batch 26/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.011 Epoch 82 Batch 27/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 82 Batch 28/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.011 Epoch 82 Batch 29/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.011 Epoch 82 Batch 30/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.012 Epoch 82 Batch 31/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 82 Batch 32/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 82 Batch 33/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.012 Epoch 82 Batch 34/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 82 Batch 35/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.012 Epoch 82 Batch 36/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.009 Epoch 82 Batch 37/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 82 Batch 38/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.011 Epoch 82 Batch 39/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 82 Batch 40/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 82 Batch 41/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.012 Epoch 82 Batch 42/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 82 Batch 43/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.013 Epoch 82 Batch 44/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 82 Batch 45/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.013 Epoch 82 Batch 46/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.009 Epoch 82 Batch 47/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 82 Batch 48/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 82 Batch 49/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.006 Epoch 82 Batch 50/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.015 Epoch 82 Batch 51/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 82 Batch 52/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.012 Epoch 82 Batch 53/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.012 Epoch 82 Batch 54/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.013 Epoch 82 Batch 55/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 82 Batch 56/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.010 Epoch 82 Batch 57/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.014 Epoch 82 Batch 58/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.011 Epoch 82 Batch 59/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 82 Batch 60/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 82 Batch 61/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.010 Epoch 82 Batch 62/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 82 Batch 63/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.012 Epoch 82 Batch 64/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 82 Batch 65/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 82 Batch 66/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.014 Epoch 82 Batch 67/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.014 Epoch 82 Batch 68/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 82 Batch 69/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.011 Epoch 82 Batch 70/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.010 Epoch 82 Batch 71/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.011 Epoch 82 Batch 72/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 82 Batch 73/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.011 Epoch 82 Batch 74/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.010 Epoch 82 Batch 75/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.011 Epoch 82 Batch 76/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.008 Epoch 82 Batch 77/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.011 Epoch 82 Batch 78/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.009 Epoch 82 Batch 79/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.010 Epoch 82 Batch 80/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.008 Epoch 82 Batch 81/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.012 Epoch 82 Batch 82/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.006 Epoch 82 Batch 83/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.014 Epoch 82 Batch 84/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 82 Batch 85/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.007 Epoch 82 Batch 86/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 82 Batch 87/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 82 Batch 88/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 82 Batch 89/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 82 Batch 90/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 82 Batch 91/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.007 Epoch 82 Batch 92/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.009 Epoch 82 Batch 93/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.007 Epoch 82 Batch 94/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.016 Epoch 82 Batch 95/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 82 Batch 96/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 82 Batch 97/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 82 Batch 98/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 82 Batch 99/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 82 Batch 100/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 82 Batch 101/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 82 Batch 102/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.008 Epoch 82 Batch 103/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 82 Batch 104/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.009 Epoch 82 Batch 105/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 82 Batch 106/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 82 Batch 107/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.009 Epoch 82 Batch 108/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 82 Batch 109/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.014 Epoch 82 Batch 110/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 82 Batch 111/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 82 Batch 112/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 82 Batch 113/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.009 Epoch 82 Batch 114/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 82 Batch 115/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.010 Epoch 82 Batch 116/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 82 Batch 117/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 82 Batch 118/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 82 Batch 119/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 82 Batch 120/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 82 Batch 121/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.008 Epoch 82 Batch 122/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 82 Batch 123/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 82 Batch 124/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 82 Batch 125/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 82 Batch 126/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 82 Batch 127/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 82 Batch 128/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 82 Batch 129/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.011 Epoch 82 Batch 130/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 82 Batch 131/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 82 Batch 132/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 82 Batch 133/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 82 Batch 134/269 - Train Accuracy: 0.962, Validation Accuracy: 0.967, Loss: 0.011 Epoch 82 Batch 135/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 82 Batch 136/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 82 Batch 137/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 82 Batch 138/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 82 Batch 139/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 82 Batch 140/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 82 Batch 141/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.011 Epoch 82 Batch 142/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 82 Batch 143/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 82 Batch 144/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.008 Epoch 82 Batch 145/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.006 Epoch 82 Batch 146/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 82 Batch 147/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 82 Batch 148/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 82 Batch 149/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.013 Epoch 82 Batch 150/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 82 Batch 151/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.012 Epoch 82 Batch 152/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 82 Batch 153/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 82 Batch 154/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 82 Batch 155/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 82 Batch 156/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 82 Batch 157/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 82 Batch 158/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 82 Batch 159/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 82 Batch 160/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 82 Batch 161/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 82 Batch 162/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 82 Batch 163/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.009 Epoch 82 Batch 164/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 82 Batch 165/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 82 Batch 166/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 82 Batch 167/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 82 Batch 168/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 82 Batch 169/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 82 Batch 170/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 82 Batch 171/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 82 Batch 172/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.009 Epoch 82 Batch 173/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.009 Epoch 82 Batch 174/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 82 Batch 175/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 82 Batch 176/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 82 Batch 177/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.010 Epoch 82 Batch 178/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 82 Batch 179/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 82 Batch 180/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 82 Batch 181/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 82 Batch 182/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 82 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 82 Batch 184/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.010 Epoch 82 Batch 185/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 82 Batch 186/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.005 Epoch 82 Batch 187/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 82 Batch 188/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.006 Epoch 82 Batch 189/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 82 Batch 190/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 82 Batch 191/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 82 Batch 192/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.008 Epoch 82 Batch 193/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 82 Batch 194/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 82 Batch 195/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 82 Batch 196/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 82 Batch 197/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 82 Batch 198/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 82 Batch 199/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 82 Batch 200/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.006 Epoch 82 Batch 201/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.007 Epoch 82 Batch 202/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.009 Epoch 82 Batch 203/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 82 Batch 204/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.012 Epoch 82 Batch 205/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.012 Epoch 82 Batch 206/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 82 Batch 207/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 82 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 82 Batch 209/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.009 Epoch 82 Batch 210/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 82 Batch 211/269 - Train Accuracy: 0.976, Validation Accuracy: 0.955, Loss: 0.008 Epoch 82 Batch 212/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.012 Epoch 82 Batch 213/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.009 Epoch 82 Batch 214/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 82 Batch 215/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 82 Batch 216/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.012 Epoch 82 Batch 217/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.014 Epoch 82 Batch 218/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.008 Epoch 82 Batch 219/269 - Train Accuracy: 0.979, Validation Accuracy: 0.959, Loss: 0.010 Epoch 82 Batch 220/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.009 Epoch 82 Batch 221/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.012 Epoch 82 Batch 222/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.011 Epoch 82 Batch 223/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.008 Epoch 82 Batch 224/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.016 Epoch 82 Batch 225/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.015 Epoch 82 Batch 226/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.010 Epoch 82 Batch 227/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.010 Epoch 82 Batch 228/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 82 Batch 229/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.009 Epoch 82 Batch 230/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 82 Batch 231/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 82 Batch 232/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.010 Epoch 82 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.011 Epoch 82 Batch 234/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.009 Epoch 82 Batch 235/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 82 Batch 236/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.007 Epoch 82 Batch 237/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 82 Batch 238/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.012 Epoch 82 Batch 239/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.011 Epoch 82 Batch 240/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 82 Batch 241/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.013 Epoch 82 Batch 242/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.011 Epoch 82 Batch 243/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 82 Batch 244/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 82 Batch 245/269 - Train Accuracy: 0.956, Validation Accuracy: 0.963, Loss: 0.009 Epoch 82 Batch 246/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.013 Epoch 82 Batch 247/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.011 Epoch 82 Batch 248/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.009 Epoch 82 Batch 249/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 82 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 82 Batch 251/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.011 Epoch 82 Batch 252/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.008 Epoch 82 Batch 253/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.008 Epoch 82 Batch 254/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 82 Batch 255/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 82 Batch 256/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 82 Batch 257/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.011 Epoch 82 Batch 258/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 82 Batch 259/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 82 Batch 260/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.007 Epoch 82 Batch 261/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.007 Epoch 82 Batch 262/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.014 Epoch 82 Batch 263/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 82 Batch 264/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.010 Epoch 82 Batch 265/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 82 Batch 266/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.007 Epoch 82 Batch 267/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 83 Batch 0/269 - Train Accuracy: 0.978, Validation Accuracy: 0.958, Loss: 0.010 Epoch 83 Batch 1/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.009 Epoch 83 Batch 2/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.010 Epoch 83 Batch 3/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.009 Epoch 83 Batch 4/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 83 Batch 5/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 83 Batch 6/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 83 Batch 7/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 83 Batch 8/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.011 Epoch 83 Batch 9/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.009 Epoch 83 Batch 10/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 83 Batch 11/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 83 Batch 12/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 83 Batch 13/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.009 Epoch 83 Batch 14/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 83 Batch 15/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 83 Batch 16/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.012 Epoch 83 Batch 17/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 83 Batch 18/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.011 Epoch 83 Batch 19/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 83 Batch 20/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 83 Batch 21/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 83 Batch 22/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.008 Epoch 83 Batch 23/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.010 Epoch 83 Batch 24/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.010 Epoch 83 Batch 25/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 83 Batch 26/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 83 Batch 27/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 83 Batch 28/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.009 Epoch 83 Batch 29/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.009 Epoch 83 Batch 30/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.008 Epoch 83 Batch 31/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.007 Epoch 83 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.005 Epoch 83 Batch 33/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 83 Batch 34/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 83 Batch 35/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.014 Epoch 83 Batch 36/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 83 Batch 37/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.009 Epoch 83 Batch 38/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.009 Epoch 83 Batch 39/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.008 Epoch 83 Batch 40/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.011 Epoch 83 Batch 41/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.007 Epoch 83 Batch 42/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.009 Epoch 83 Batch 43/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.011 Epoch 83 Batch 44/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 83 Batch 45/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.011 Epoch 83 Batch 46/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 83 Batch 47/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.007 Epoch 83 Batch 48/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 83 Batch 49/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 83 Batch 50/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.011 Epoch 83 Batch 51/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 83 Batch 52/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.007 Epoch 83 Batch 53/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 83 Batch 54/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.011 Epoch 83 Batch 55/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.009 Epoch 83 Batch 56/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.008 Epoch 83 Batch 57/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.012 Epoch 83 Batch 58/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 83 Batch 59/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 83 Batch 60/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.012 Epoch 83 Batch 61/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.012 Epoch 83 Batch 62/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 83 Batch 63/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 83 Batch 64/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 83 Batch 65/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.011 Epoch 83 Batch 66/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 83 Batch 67/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 83 Batch 68/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 83 Batch 69/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 83 Batch 70/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.010 Epoch 83 Batch 71/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 83 Batch 72/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.009 Epoch 83 Batch 73/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 83 Batch 74/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 83 Batch 75/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 83 Batch 76/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.006 Epoch 83 Batch 77/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 83 Batch 78/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 83 Batch 79/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.009 Epoch 83 Batch 80/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.007 Epoch 83 Batch 81/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 83 Batch 82/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 83 Batch 83/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.010 Epoch 83 Batch 84/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 83 Batch 85/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 83 Batch 86/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 83 Batch 87/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 83 Batch 88/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 83 Batch 89/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.007 Epoch 83 Batch 90/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.010 Epoch 83 Batch 91/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 83 Batch 92/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 83 Batch 93/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.007 Epoch 83 Batch 94/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 83 Batch 95/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 83 Batch 96/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 83 Batch 97/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.009 Epoch 83 Batch 98/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 83 Batch 99/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 83 Batch 100/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 83 Batch 101/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 83 Batch 102/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 83 Batch 103/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 83 Batch 104/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 83 Batch 105/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 83 Batch 106/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 83 Batch 107/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.008 Epoch 83 Batch 108/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 83 Batch 109/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 83 Batch 110/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 83 Batch 111/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 83 Batch 112/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 83 Batch 113/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 83 Batch 114/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.009 Epoch 83 Batch 115/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 83 Batch 116/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 83 Batch 117/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 83 Batch 118/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 83 Batch 119/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 83 Batch 120/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 83 Batch 121/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 83 Batch 122/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 83 Batch 123/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 83 Batch 124/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 83 Batch 125/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.005 Epoch 83 Batch 126/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 83 Batch 127/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 83 Batch 128/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 83 Batch 129/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.009 Epoch 83 Batch 130/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 83 Batch 131/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.008 Epoch 83 Batch 132/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.009 Epoch 83 Batch 133/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 83 Batch 134/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.009 Epoch 83 Batch 135/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.008 Epoch 83 Batch 136/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.012 Epoch 83 Batch 137/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.007 Epoch 83 Batch 138/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.008 Epoch 83 Batch 139/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 83 Batch 140/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.008 Epoch 83 Batch 141/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 83 Batch 142/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.009 Epoch 83 Batch 143/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.009 Epoch 83 Batch 144/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 83 Batch 145/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.008 Epoch 83 Batch 146/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 83 Batch 147/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.007 Epoch 83 Batch 148/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 83 Batch 149/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.010 Epoch 83 Batch 150/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.012 Epoch 83 Batch 151/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.009 Epoch 83 Batch 152/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.010 Epoch 83 Batch 153/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.007 Epoch 83 Batch 154/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 83 Batch 155/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 83 Batch 156/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 83 Batch 157/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 83 Batch 158/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 83 Batch 159/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 83 Batch 160/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.007 Epoch 83 Batch 161/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 83 Batch 162/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 83 Batch 163/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.007 Epoch 83 Batch 164/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 83 Batch 165/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.012 Epoch 83 Batch 166/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 83 Batch 167/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 83 Batch 168/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 83 Batch 169/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.006 Epoch 83 Batch 170/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 83 Batch 171/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 83 Batch 172/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 83 Batch 173/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.007 Epoch 83 Batch 174/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 83 Batch 175/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.010 Epoch 83 Batch 176/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 83 Batch 177/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 83 Batch 178/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 83 Batch 179/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.007 Epoch 83 Batch 180/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 83 Batch 181/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 83 Batch 182/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 83 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.006 Epoch 83 Batch 184/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.010 Epoch 83 Batch 185/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.009 Epoch 83 Batch 186/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 83 Batch 187/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 83 Batch 188/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 83 Batch 189/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 83 Batch 190/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 83 Batch 191/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 83 Batch 192/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 83 Batch 193/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 83 Batch 194/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 83 Batch 195/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 83 Batch 196/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 83 Batch 197/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 83 Batch 198/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 83 Batch 199/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.006 Epoch 83 Batch 200/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 83 Batch 201/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 83 Batch 202/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 83 Batch 203/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 83 Batch 204/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 83 Batch 205/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.006 Epoch 83 Batch 206/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.010 Epoch 83 Batch 207/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 83 Batch 208/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.011 Epoch 83 Batch 209/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.008 Epoch 83 Batch 210/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 83 Batch 211/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 83 Batch 212/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 83 Batch 213/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.008 Epoch 83 Batch 214/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 83 Batch 215/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 83 Batch 216/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.009 Epoch 83 Batch 217/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.012 Epoch 83 Batch 218/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.006 Epoch 83 Batch 219/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.010 Epoch 83 Batch 220/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.007 Epoch 83 Batch 221/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.009 Epoch 83 Batch 222/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 83 Batch 223/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.006 Epoch 83 Batch 224/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.010 Epoch 83 Batch 225/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 83 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 83 Batch 227/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 83 Batch 228/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.007 Epoch 83 Batch 229/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.007 Epoch 83 Batch 230/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 83 Batch 231/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 83 Batch 232/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 83 Batch 233/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.011 Epoch 83 Batch 234/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 83 Batch 235/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.006 Epoch 83 Batch 236/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.008 Epoch 83 Batch 237/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 83 Batch 238/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.009 Epoch 83 Batch 239/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 83 Batch 240/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 83 Batch 241/269 - Train Accuracy: 0.962, Validation Accuracy: 0.967, Loss: 0.009 Epoch 83 Batch 242/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 83 Batch 243/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 83 Batch 244/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 83 Batch 245/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 83 Batch 246/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.011 Epoch 83 Batch 247/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.011 Epoch 83 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 83 Batch 249/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 83 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 83 Batch 251/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 83 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 83 Batch 253/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.011 Epoch 83 Batch 254/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 83 Batch 255/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 83 Batch 256/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 83 Batch 257/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.010 Epoch 83 Batch 258/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.006 Epoch 83 Batch 259/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.007 Epoch 83 Batch 260/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.011 Epoch 83 Batch 261/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 83 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.013 Epoch 83 Batch 263/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 83 Batch 264/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 83 Batch 265/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.009 Epoch 83 Batch 266/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.006 Epoch 83 Batch 267/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 84 Batch 0/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 84 Batch 1/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.007 Epoch 84 Batch 2/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 84 Batch 3/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 84 Batch 4/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.008 Epoch 84 Batch 5/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.006 Epoch 84 Batch 6/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 84 Batch 7/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 84 Batch 8/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 84 Batch 9/269 - Train Accuracy: 0.962, Validation Accuracy: 0.966, Loss: 0.012 Epoch 84 Batch 10/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 84 Batch 11/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.012 Epoch 84 Batch 12/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.015 Epoch 84 Batch 13/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.006 Epoch 84 Batch 14/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 84 Batch 15/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.006 Epoch 84 Batch 16/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.013 Epoch 84 Batch 17/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 84 Batch 18/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.008 Epoch 84 Batch 19/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.007 Epoch 84 Batch 20/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.007 Epoch 84 Batch 21/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 84 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 84 Batch 23/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 84 Batch 24/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.008 Epoch 84 Batch 25/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.007 Epoch 84 Batch 26/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.006 Epoch 84 Batch 27/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 84 Batch 28/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 84 Batch 29/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.008 Epoch 84 Batch 30/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 84 Batch 31/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 84 Batch 32/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 84 Batch 33/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 84 Batch 34/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 84 Batch 35/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.012 Epoch 84 Batch 36/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.009 Epoch 84 Batch 37/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.008 Epoch 84 Batch 38/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.007 Epoch 84 Batch 39/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 84 Batch 40/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 84 Batch 41/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 84 Batch 42/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 84 Batch 43/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 84 Batch 44/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 84 Batch 45/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 84 Batch 46/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 84 Batch 47/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.005 Epoch 84 Batch 48/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 84 Batch 49/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 84 Batch 50/269 - Train Accuracy: 0.964, Validation Accuracy: 0.968, Loss: 0.009 Epoch 84 Batch 51/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.010 Epoch 84 Batch 52/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 84 Batch 53/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 84 Batch 54/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 84 Batch 55/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.009 Epoch 84 Batch 56/269 - Train Accuracy: 0.970, Validation Accuracy: 0.972, Loss: 0.009 Epoch 84 Batch 57/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.010 Epoch 84 Batch 58/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 84 Batch 59/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.005 Epoch 84 Batch 60/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 84 Batch 61/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 84 Batch 62/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 84 Batch 63/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 84 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 84 Batch 65/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 84 Batch 66/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 84 Batch 67/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 84 Batch 68/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 84 Batch 69/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.012 Epoch 84 Batch 70/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.008 Epoch 84 Batch 71/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 84 Batch 72/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 84 Batch 73/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 84 Batch 74/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 84 Batch 75/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 84 Batch 76/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 84 Batch 77/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 84 Batch 78/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 84 Batch 79/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.007 Epoch 84 Batch 80/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 84 Batch 81/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 84 Batch 82/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 84 Batch 83/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 84 Batch 84/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 84 Batch 85/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 84 Batch 86/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 84 Batch 87/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 84 Batch 88/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 84 Batch 89/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.008 Epoch 84 Batch 90/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 84 Batch 91/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 84 Batch 92/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.007 Epoch 84 Batch 93/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 84 Batch 94/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 84 Batch 95/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 84 Batch 96/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 84 Batch 97/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 84 Batch 98/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 84 Batch 99/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 84 Batch 100/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 84 Batch 101/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 84 Batch 102/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 84 Batch 103/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 84 Batch 104/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 84 Batch 105/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.007 Epoch 84 Batch 106/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 84 Batch 107/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.006 Epoch 84 Batch 108/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 84 Batch 109/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 84 Batch 110/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.006 Epoch 84 Batch 111/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 84 Batch 112/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.007 Epoch 84 Batch 113/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.009 Epoch 84 Batch 114/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 84 Batch 115/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 84 Batch 116/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.006 Epoch 84 Batch 117/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 84 Batch 118/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 84 Batch 119/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 84 Batch 120/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 84 Batch 121/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 84 Batch 122/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 84 Batch 123/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 84 Batch 124/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 84 Batch 125/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.006 Epoch 84 Batch 126/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.007 Epoch 84 Batch 127/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.009 Epoch 84 Batch 128/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 84 Batch 129/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.008 Epoch 84 Batch 130/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 84 Batch 131/269 - Train Accuracy: 0.960, Validation Accuracy: 0.964, Loss: 0.009 Epoch 84 Batch 132/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 84 Batch 133/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 84 Batch 134/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 84 Batch 135/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 84 Batch 136/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 84 Batch 137/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 84 Batch 138/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 84 Batch 139/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 84 Batch 140/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 84 Batch 141/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 84 Batch 142/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.009 Epoch 84 Batch 143/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.006 Epoch 84 Batch 144/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.008 Epoch 84 Batch 145/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 84 Batch 146/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 84 Batch 147/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 84 Batch 148/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 84 Batch 149/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.008 Epoch 84 Batch 150/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.009 Epoch 84 Batch 151/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.008 Epoch 84 Batch 152/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 84 Batch 153/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 84 Batch 154/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 84 Batch 155/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 84 Batch 156/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 84 Batch 157/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 84 Batch 158/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.013 Epoch 84 Batch 159/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 84 Batch 160/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 84 Batch 161/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 84 Batch 162/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.005 Epoch 84 Batch 163/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 84 Batch 164/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 84 Batch 165/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 84 Batch 166/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.010 Epoch 84 Batch 167/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.009 Epoch 84 Batch 168/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.008 Epoch 84 Batch 169/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.006 Epoch 84 Batch 170/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 84 Batch 171/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 84 Batch 172/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.008 Epoch 84 Batch 173/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 84 Batch 174/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 84 Batch 175/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 84 Batch 176/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 84 Batch 177/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.009 Epoch 84 Batch 178/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 84 Batch 179/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.008 Epoch 84 Batch 180/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 84 Batch 181/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 84 Batch 182/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 84 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.005 Epoch 84 Batch 184/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 84 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 84 Batch 186/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 84 Batch 187/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 84 Batch 188/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 84 Batch 189/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.008 Epoch 84 Batch 190/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.005 Epoch 84 Batch 191/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.008 Epoch 84 Batch 192/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.004 Epoch 84 Batch 193/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 84 Batch 194/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 84 Batch 195/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 84 Batch 196/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.011 Epoch 84 Batch 197/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 84 Batch 198/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 84 Batch 199/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 84 Batch 200/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.006 Epoch 84 Batch 201/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 84 Batch 202/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 84 Batch 203/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 84 Batch 204/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 84 Batch 205/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 84 Batch 206/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 84 Batch 207/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 84 Batch 208/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.012 Epoch 84 Batch 209/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 84 Batch 210/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 84 Batch 211/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 84 Batch 212/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.012 Epoch 84 Batch 213/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.005 Epoch 84 Batch 214/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 84 Batch 215/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.007 Epoch 84 Batch 216/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 84 Batch 217/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.010 Epoch 84 Batch 218/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.006 Epoch 84 Batch 219/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.010 Epoch 84 Batch 220/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 84 Batch 221/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.008 Epoch 84 Batch 222/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 84 Batch 223/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 84 Batch 224/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 84 Batch 225/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.008 Epoch 84 Batch 226/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 84 Batch 227/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.011 Epoch 84 Batch 228/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.005 Epoch 84 Batch 229/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 84 Batch 230/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.008 Epoch 84 Batch 231/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 84 Batch 232/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 84 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 84 Batch 234/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.007 Epoch 84 Batch 235/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.006 Epoch 84 Batch 236/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 84 Batch 237/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.011 Epoch 84 Batch 238/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 84 Batch 239/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 84 Batch 240/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.007 Epoch 84 Batch 241/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.010 Epoch 84 Batch 242/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 84 Batch 243/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.005 Epoch 84 Batch 244/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 84 Batch 245/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 84 Batch 246/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 84 Batch 247/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 84 Batch 248/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.005 Epoch 84 Batch 249/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 84 Batch 250/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.010 Epoch 84 Batch 251/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 84 Batch 252/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 84 Batch 253/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 84 Batch 254/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 84 Batch 255/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 84 Batch 256/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 84 Batch 257/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 84 Batch 258/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 84 Batch 259/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 84 Batch 260/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 84 Batch 261/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 84 Batch 262/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 84 Batch 263/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 84 Batch 264/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 84 Batch 265/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 84 Batch 266/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 84 Batch 267/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 85 Batch 0/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.011 Epoch 85 Batch 1/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.006 Epoch 85 Batch 2/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 85 Batch 3/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 85 Batch 4/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 85 Batch 5/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 85 Batch 6/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 85 Batch 7/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 85 Batch 8/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.010 Epoch 85 Batch 9/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 85 Batch 10/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.009 Epoch 85 Batch 11/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 85 Batch 12/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.010 Epoch 85 Batch 13/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 85 Batch 14/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 85 Batch 15/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 85 Batch 16/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.010 Epoch 85 Batch 17/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 85 Batch 18/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.008 Epoch 85 Batch 19/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 85 Batch 20/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.008 Epoch 85 Batch 21/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 85 Batch 22/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 85 Batch 23/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 85 Batch 24/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 85 Batch 25/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 85 Batch 26/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.007 Epoch 85 Batch 27/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.010 Epoch 85 Batch 28/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 85 Batch 29/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 85 Batch 30/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.011 Epoch 85 Batch 31/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 85 Batch 32/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.005 Epoch 85 Batch 33/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.005 Epoch 85 Batch 34/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 85 Batch 35/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 85 Batch 36/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 85 Batch 37/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.009 Epoch 85 Batch 38/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.010 Epoch 85 Batch 39/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.011 Epoch 85 Batch 40/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.008 Epoch 85 Batch 41/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 85 Batch 42/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 85 Batch 43/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.010 Epoch 85 Batch 44/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 85 Batch 45/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 85 Batch 46/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 85 Batch 47/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.007 Epoch 85 Batch 48/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 85 Batch 49/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.005 Epoch 85 Batch 50/269 - Train Accuracy: 0.966, Validation Accuracy: 0.970, Loss: 0.012 Epoch 85 Batch 51/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 85 Batch 52/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.006 Epoch 85 Batch 53/269 - Train Accuracy: 0.975, Validation Accuracy: 0.973, Loss: 0.013 Epoch 85 Batch 54/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.009 Epoch 85 Batch 55/269 - Train Accuracy: 0.973, Validation Accuracy: 0.973, Loss: 0.011 Epoch 85 Batch 56/269 - Train Accuracy: 0.967, Validation Accuracy: 0.974, Loss: 0.010 Epoch 85 Batch 57/269 - Train Accuracy: 0.973, Validation Accuracy: 0.974, Loss: 0.012 Epoch 85 Batch 58/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.011 Epoch 85 Batch 59/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 85 Batch 60/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 85 Batch 61/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 85 Batch 62/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 85 Batch 63/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.010 Epoch 85 Batch 64/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.006 Epoch 85 Batch 65/269 - Train Accuracy: 0.975, Validation Accuracy: 0.973, Loss: 0.012 Epoch 85 Batch 66/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.007 Epoch 85 Batch 67/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.008 Epoch 85 Batch 68/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 85 Batch 69/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 85 Batch 70/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 85 Batch 71/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.013 Epoch 85 Batch 72/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 85 Batch 73/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 85 Batch 74/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 85 Batch 75/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 85 Batch 76/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 85 Batch 77/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.012 Epoch 85 Batch 78/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.013 Epoch 85 Batch 79/269 - Train Accuracy: 0.961, Validation Accuracy: 0.968, Loss: 0.012 Epoch 85 Batch 80/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 85 Batch 81/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.012 Epoch 85 Batch 82/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 85 Batch 83/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 85 Batch 84/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 85 Batch 85/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 85 Batch 86/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 85 Batch 87/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.011 Epoch 85 Batch 88/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 85 Batch 89/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.012 Epoch 85 Batch 90/269 - Train Accuracy: 0.965, Validation Accuracy: 0.969, Loss: 0.007 Epoch 85 Batch 91/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 85 Batch 92/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 85 Batch 93/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 85 Batch 94/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.013 Epoch 85 Batch 95/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 85 Batch 96/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.012 Epoch 85 Batch 97/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 85 Batch 98/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.009 Epoch 85 Batch 99/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.006 Epoch 85 Batch 100/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.013 Epoch 85 Batch 101/269 - Train Accuracy: 0.969, Validation Accuracy: 0.972, Loss: 0.010 Epoch 85 Batch 102/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.008 Epoch 85 Batch 103/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 85 Batch 104/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 85 Batch 105/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 85 Batch 106/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.008 Epoch 85 Batch 107/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 85 Batch 108/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 85 Batch 109/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.011 Epoch 85 Batch 110/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 85 Batch 111/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 85 Batch 112/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.009 Epoch 85 Batch 113/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.010 Epoch 85 Batch 114/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 85 Batch 115/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 85 Batch 116/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 85 Batch 117/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 85 Batch 118/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 85 Batch 119/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 85 Batch 120/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 85 Batch 121/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 85 Batch 122/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 85 Batch 123/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.010 Epoch 85 Batch 124/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 85 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 85 Batch 126/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.012 Epoch 85 Batch 127/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 85 Batch 128/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.009 Epoch 85 Batch 129/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 85 Batch 130/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.011 Epoch 85 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 85 Batch 132/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.010 Epoch 85 Batch 133/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 85 Batch 134/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 85 Batch 135/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 85 Batch 136/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 85 Batch 137/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 85 Batch 138/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.007 Epoch 85 Batch 139/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.011 Epoch 85 Batch 140/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.010 Epoch 85 Batch 141/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 85 Batch 142/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 85 Batch 143/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 85 Batch 144/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 85 Batch 145/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.007 Epoch 85 Batch 146/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 85 Batch 147/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 85 Batch 148/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 85 Batch 149/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.012 Epoch 85 Batch 150/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 85 Batch 151/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.008 Epoch 85 Batch 152/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 85 Batch 153/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.013 Epoch 85 Batch 154/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 85 Batch 155/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 85 Batch 156/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 85 Batch 157/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 85 Batch 158/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 85 Batch 159/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 85 Batch 160/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 85 Batch 161/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 85 Batch 162/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 85 Batch 163/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.007 Epoch 85 Batch 164/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 85 Batch 165/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.011 Epoch 85 Batch 166/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 85 Batch 167/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.009 Epoch 85 Batch 168/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 85 Batch 169/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 85 Batch 170/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 85 Batch 171/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 85 Batch 172/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.012 Epoch 85 Batch 173/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 85 Batch 174/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 85 Batch 175/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.013 Epoch 85 Batch 176/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 85 Batch 177/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 85 Batch 178/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 85 Batch 179/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.006 Epoch 85 Batch 180/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 85 Batch 181/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 85 Batch 182/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 85 Batch 183/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.007 Epoch 85 Batch 184/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 85 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 85 Batch 186/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 85 Batch 187/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 85 Batch 188/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 85 Batch 189/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.005 Epoch 85 Batch 190/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 85 Batch 191/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.009 Epoch 85 Batch 192/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 85 Batch 193/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 85 Batch 194/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 85 Batch 195/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.008 Epoch 85 Batch 196/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.008 Epoch 85 Batch 197/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 85 Batch 198/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.009 Epoch 85 Batch 199/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.009 Epoch 85 Batch 200/269 - Train Accuracy: 0.982, Validation Accuracy: 0.961, Loss: 0.010 Epoch 85 Batch 201/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 85 Batch 202/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 85 Batch 203/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 85 Batch 204/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.008 Epoch 85 Batch 205/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.006 Epoch 85 Batch 206/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.011 Epoch 85 Batch 207/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 85 Batch 208/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.012 Epoch 85 Batch 209/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.010 Epoch 85 Batch 210/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.008 Epoch 85 Batch 211/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.008 Epoch 85 Batch 212/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 85 Batch 213/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.008 Epoch 85 Batch 214/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 85 Batch 215/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.008 Epoch 85 Batch 216/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.013 Epoch 85 Batch 217/269 - Train Accuracy: 0.960, Validation Accuracy: 0.963, Loss: 0.011 Epoch 85 Batch 218/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.008 Epoch 85 Batch 219/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.009 Epoch 85 Batch 220/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 85 Batch 221/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 85 Batch 222/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.007 Epoch 85 Batch 223/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 85 Batch 224/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 85 Batch 225/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 85 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.009 Epoch 85 Batch 227/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 85 Batch 228/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.007 Epoch 85 Batch 229/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 85 Batch 230/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 85 Batch 231/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.010 Epoch 85 Batch 232/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 85 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.010 Epoch 85 Batch 234/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 85 Batch 235/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.006 Epoch 85 Batch 236/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 85 Batch 237/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 85 Batch 238/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 85 Batch 239/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.011 Epoch 85 Batch 240/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 85 Batch 241/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.011 Epoch 85 Batch 242/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 85 Batch 243/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.009 Epoch 85 Batch 244/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 85 Batch 245/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.008 Epoch 85 Batch 246/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 85 Batch 247/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.011 Epoch 85 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 85 Batch 249/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 85 Batch 250/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.011 Epoch 85 Batch 251/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 85 Batch 252/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 85 Batch 253/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 85 Batch 254/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 85 Batch 255/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 85 Batch 256/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 85 Batch 257/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 85 Batch 258/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 85 Batch 259/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 85 Batch 260/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 85 Batch 261/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 85 Batch 262/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 85 Batch 263/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 85 Batch 264/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.011 Epoch 85 Batch 265/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.009 Epoch 85 Batch 266/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.010 Epoch 85 Batch 267/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.009 Epoch 86 Batch 0/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 86 Batch 1/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.013 Epoch 86 Batch 2/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 86 Batch 3/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.009 Epoch 86 Batch 4/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.010 Epoch 86 Batch 5/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.008 Epoch 86 Batch 6/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 86 Batch 7/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 86 Batch 8/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 86 Batch 9/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 86 Batch 10/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 86 Batch 11/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 86 Batch 12/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 86 Batch 13/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 86 Batch 14/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 86 Batch 15/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 86 Batch 16/269 - Train Accuracy: 0.961, Validation Accuracy: 0.965, Loss: 0.013 Epoch 86 Batch 17/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 86 Batch 18/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 86 Batch 19/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 86 Batch 20/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 86 Batch 21/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 86 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 86 Batch 23/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.008 Epoch 86 Batch 24/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.010 Epoch 86 Batch 25/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.007 Epoch 86 Batch 26/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.010 Epoch 86 Batch 27/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.007 Epoch 86 Batch 28/269 - Train Accuracy: 0.968, Validation Accuracy: 0.972, Loss: 0.012 Epoch 86 Batch 29/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.012 Epoch 86 Batch 30/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.009 Epoch 86 Batch 31/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.008 Epoch 86 Batch 32/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.006 Epoch 86 Batch 33/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 86 Batch 34/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 86 Batch 35/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.013 Epoch 86 Batch 36/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.006 Epoch 86 Batch 37/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.008 Epoch 86 Batch 38/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 86 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 86 Batch 40/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 86 Batch 41/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 86 Batch 42/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 86 Batch 43/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 86 Batch 44/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.012 Epoch 86 Batch 45/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 86 Batch 46/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 86 Batch 47/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.008 Epoch 86 Batch 48/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 86 Batch 49/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 86 Batch 50/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.012 Epoch 86 Batch 51/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.010 Epoch 86 Batch 52/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 86 Batch 53/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 86 Batch 54/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.011 Epoch 86 Batch 55/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 86 Batch 56/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 86 Batch 57/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 86 Batch 58/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.011 Epoch 86 Batch 59/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 86 Batch 60/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 86 Batch 61/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 86 Batch 62/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 86 Batch 63/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.013 Epoch 86 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 86 Batch 65/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 86 Batch 66/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.012 Epoch 86 Batch 67/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 86 Batch 68/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.009 Epoch 86 Batch 69/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 86 Batch 70/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 86 Batch 71/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.013 Epoch 86 Batch 72/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 86 Batch 73/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 86 Batch 74/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 86 Batch 75/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.010 Epoch 86 Batch 76/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 86 Batch 77/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.008 Epoch 86 Batch 78/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 86 Batch 79/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 86 Batch 80/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 86 Batch 81/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 86 Batch 82/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.006 Epoch 86 Batch 83/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.011 Epoch 86 Batch 84/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 86 Batch 85/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 86 Batch 86/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 86 Batch 87/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 86 Batch 88/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.008 Epoch 86 Batch 89/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.011 Epoch 86 Batch 90/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.008 Epoch 86 Batch 91/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.007 Epoch 86 Batch 92/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 86 Batch 93/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.006 Epoch 86 Batch 94/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 86 Batch 95/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 86 Batch 96/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.010 Epoch 86 Batch 97/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 86 Batch 98/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.010 Epoch 86 Batch 99/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 86 Batch 100/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 86 Batch 101/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.014 Epoch 86 Batch 102/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 86 Batch 103/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.012 Epoch 86 Batch 104/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 86 Batch 105/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 86 Batch 106/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.014 Epoch 86 Batch 107/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.012 Epoch 86 Batch 108/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 86 Batch 109/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 86 Batch 110/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 86 Batch 111/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 86 Batch 112/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 86 Batch 113/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 86 Batch 114/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 86 Batch 115/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.015 Epoch 86 Batch 116/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 86 Batch 117/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 86 Batch 118/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 86 Batch 119/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 86 Batch 120/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 86 Batch 121/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 86 Batch 122/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 86 Batch 123/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.011 Epoch 86 Batch 124/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 86 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 86 Batch 126/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 86 Batch 127/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 86 Batch 128/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.010 Epoch 86 Batch 129/269 - Train Accuracy: 0.963, Validation Accuracy: 0.968, Loss: 0.009 Epoch 86 Batch 130/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.010 Epoch 86 Batch 131/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.011 Epoch 86 Batch 132/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.012 Epoch 86 Batch 133/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 86 Batch 134/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.010 Epoch 86 Batch 135/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 86 Batch 136/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 86 Batch 137/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 86 Batch 138/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 86 Batch 139/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.010 Epoch 86 Batch 140/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 86 Batch 141/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.008 Epoch 86 Batch 142/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.009 Epoch 86 Batch 143/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.012 Epoch 86 Batch 144/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 86 Batch 145/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.005 Epoch 86 Batch 146/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.007 Epoch 86 Batch 147/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 86 Batch 148/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 86 Batch 149/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.008 Epoch 86 Batch 150/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 86 Batch 151/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.009 Epoch 86 Batch 152/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 86 Batch 153/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 86 Batch 154/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 86 Batch 155/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.010 Epoch 86 Batch 156/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 86 Batch 157/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 86 Batch 158/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 86 Batch 159/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 86 Batch 160/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 86 Batch 161/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 86 Batch 162/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.006 Epoch 86 Batch 163/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.008 Epoch 86 Batch 164/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 86 Batch 165/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 86 Batch 166/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.007 Epoch 86 Batch 167/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 86 Batch 168/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 86 Batch 169/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 86 Batch 170/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 86 Batch 171/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.012 Epoch 86 Batch 172/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 86 Batch 173/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.011 Epoch 86 Batch 174/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 86 Batch 175/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 86 Batch 176/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.011 Epoch 86 Batch 177/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 86 Batch 178/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 86 Batch 179/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 86 Batch 180/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 86 Batch 181/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 86 Batch 182/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 86 Batch 183/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.006 Epoch 86 Batch 184/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.013 Epoch 86 Batch 185/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 86 Batch 186/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 86 Batch 187/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 86 Batch 188/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.008 Epoch 86 Batch 189/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.007 Epoch 86 Batch 190/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 86 Batch 191/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 86 Batch 192/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 86 Batch 193/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 86 Batch 194/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 86 Batch 195/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.007 Epoch 86 Batch 196/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 86 Batch 197/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 86 Batch 198/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 86 Batch 199/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 86 Batch 200/269 - Train Accuracy: 0.981, Validation Accuracy: 0.961, Loss: 0.007 Epoch 86 Batch 201/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 86 Batch 202/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.009 Epoch 86 Batch 203/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.011 Epoch 86 Batch 204/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 86 Batch 205/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.006 Epoch 86 Batch 206/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 86 Batch 207/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 86 Batch 208/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 86 Batch 209/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 86 Batch 210/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 86 Batch 211/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.012 Epoch 86 Batch 212/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 86 Batch 213/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 86 Batch 214/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 86 Batch 215/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.009 Epoch 86 Batch 216/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 86 Batch 217/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.011 Epoch 86 Batch 218/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 86 Batch 219/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.009 Epoch 86 Batch 220/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 86 Batch 221/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 86 Batch 222/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 86 Batch 223/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 86 Batch 224/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.013 Epoch 86 Batch 225/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.008 Epoch 86 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.009 Epoch 86 Batch 227/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.011 Epoch 86 Batch 228/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.007 Epoch 86 Batch 229/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 86 Batch 230/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.007 Epoch 86 Batch 231/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.008 Epoch 86 Batch 232/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.013 Epoch 86 Batch 233/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.010 Epoch 86 Batch 234/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 86 Batch 235/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 86 Batch 236/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 86 Batch 237/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.013 Epoch 86 Batch 238/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 86 Batch 239/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 86 Batch 240/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 86 Batch 241/269 - Train Accuracy: 0.962, Validation Accuracy: 0.968, Loss: 0.012 Epoch 86 Batch 242/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 86 Batch 243/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.007 Epoch 86 Batch 244/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 86 Batch 245/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.013 Epoch 86 Batch 246/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.012 Epoch 86 Batch 247/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 86 Batch 248/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 86 Batch 249/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.014 Epoch 86 Batch 250/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.012 Epoch 86 Batch 251/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 86 Batch 252/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 86 Batch 253/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 86 Batch 254/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 86 Batch 255/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.010 Epoch 86 Batch 256/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 86 Batch 257/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.012 Epoch 86 Batch 258/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 86 Batch 259/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 86 Batch 260/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.010 Epoch 86 Batch 261/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 86 Batch 262/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.013 Epoch 86 Batch 263/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.009 Epoch 86 Batch 264/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 86 Batch 265/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 86 Batch 266/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 86 Batch 267/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 87 Batch 0/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.009 Epoch 87 Batch 1/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.010 Epoch 87 Batch 2/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.009 Epoch 87 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.007 Epoch 87 Batch 4/269 - Train Accuracy: 0.970, Validation Accuracy: 0.972, Loss: 0.010 Epoch 87 Batch 5/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.013 Epoch 87 Batch 6/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.008 Epoch 87 Batch 7/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.007 Epoch 87 Batch 8/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.009 Epoch 87 Batch 9/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 87 Batch 10/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 87 Batch 11/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.010 Epoch 87 Batch 12/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.012 Epoch 87 Batch 13/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.007 Epoch 87 Batch 14/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 87 Batch 15/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 87 Batch 16/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 87 Batch 17/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.009 Epoch 87 Batch 18/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.011 Epoch 87 Batch 19/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.008 Epoch 87 Batch 20/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.008 Epoch 87 Batch 21/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.008 Epoch 87 Batch 22/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 87 Batch 23/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 87 Batch 24/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 87 Batch 25/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 87 Batch 26/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 87 Batch 27/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.006 Epoch 87 Batch 28/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 87 Batch 29/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 87 Batch 30/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 87 Batch 31/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 87 Batch 32/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 87 Batch 33/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 87 Batch 34/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 87 Batch 35/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 87 Batch 36/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 87 Batch 37/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 87 Batch 38/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 87 Batch 39/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.006 Epoch 87 Batch 40/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 87 Batch 41/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.009 Epoch 87 Batch 42/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.007 Epoch 87 Batch 43/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.009 Epoch 87 Batch 44/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.011 Epoch 87 Batch 45/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.010 Epoch 87 Batch 46/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 87 Batch 47/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 87 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 87 Batch 49/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 87 Batch 50/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.011 Epoch 87 Batch 51/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 87 Batch 52/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 87 Batch 53/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 87 Batch 54/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 87 Batch 55/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 87 Batch 56/269 - Train Accuracy: 0.963, Validation Accuracy: 0.968, Loss: 0.008 Epoch 87 Batch 57/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.011 Epoch 87 Batch 58/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 87 Batch 59/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 87 Batch 60/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.008 Epoch 87 Batch 61/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 87 Batch 62/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 87 Batch 63/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 87 Batch 64/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.006 Epoch 87 Batch 65/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 87 Batch 66/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 87 Batch 67/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.006 Epoch 87 Batch 68/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.013 Epoch 87 Batch 69/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.012 Epoch 87 Batch 70/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.007 Epoch 87 Batch 71/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.012 Epoch 87 Batch 72/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.009 Epoch 87 Batch 73/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 87 Batch 74/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 87 Batch 75/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 87 Batch 76/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 87 Batch 77/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.009 Epoch 87 Batch 78/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 87 Batch 79/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.008 Epoch 87 Batch 80/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 87 Batch 81/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.009 Epoch 87 Batch 82/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 87 Batch 83/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.010 Epoch 87 Batch 84/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 87 Batch 85/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 87 Batch 86/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.007 Epoch 87 Batch 87/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 87 Batch 88/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 87 Batch 89/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.010 Epoch 87 Batch 90/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.007 Epoch 87 Batch 91/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 87 Batch 92/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 87 Batch 93/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 87 Batch 94/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.013 Epoch 87 Batch 95/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 87 Batch 96/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 87 Batch 97/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 87 Batch 98/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 87 Batch 99/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 87 Batch 100/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 87 Batch 101/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 87 Batch 102/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.005 Epoch 87 Batch 103/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 87 Batch 104/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.013 Epoch 87 Batch 105/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 87 Batch 106/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 87 Batch 107/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 87 Batch 108/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 87 Batch 109/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.012 Epoch 87 Batch 110/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 87 Batch 111/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 87 Batch 112/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 87 Batch 113/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 87 Batch 114/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.012 Epoch 87 Batch 115/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 87 Batch 116/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.007 Epoch 87 Batch 117/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 87 Batch 118/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 87 Batch 119/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 87 Batch 120/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 87 Batch 121/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 87 Batch 122/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 87 Batch 123/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.008 Epoch 87 Batch 124/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 87 Batch 125/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 87 Batch 126/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 87 Batch 127/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 87 Batch 128/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 87 Batch 129/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.012 Epoch 87 Batch 130/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 87 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.011 Epoch 87 Batch 132/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 87 Batch 133/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 87 Batch 134/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 87 Batch 135/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.006 Epoch 87 Batch 136/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 87 Batch 137/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.007 Epoch 87 Batch 138/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.006 Epoch 87 Batch 139/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.009 Epoch 87 Batch 140/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.008 Epoch 87 Batch 141/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 87 Batch 142/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 87 Batch 143/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 87 Batch 144/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 87 Batch 145/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.005 Epoch 87 Batch 146/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 87 Batch 147/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 87 Batch 148/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 87 Batch 149/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 87 Batch 150/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 87 Batch 151/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 87 Batch 152/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 87 Batch 153/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 87 Batch 154/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 87 Batch 155/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 87 Batch 156/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.008 Epoch 87 Batch 157/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 87 Batch 158/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 87 Batch 159/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 87 Batch 160/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 87 Batch 161/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 87 Batch 162/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.008 Epoch 87 Batch 163/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.006 Epoch 87 Batch 164/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 87 Batch 165/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 87 Batch 166/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 87 Batch 167/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 87 Batch 168/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 87 Batch 169/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 87 Batch 170/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 87 Batch 171/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 87 Batch 172/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 87 Batch 173/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 87 Batch 174/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 87 Batch 175/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 87 Batch 176/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.008 Epoch 87 Batch 177/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.009 Epoch 87 Batch 178/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.010 Epoch 87 Batch 179/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.009 Epoch 87 Batch 180/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.006 Epoch 87 Batch 181/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.012 Epoch 87 Batch 182/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.008 Epoch 87 Batch 183/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.007 Epoch 87 Batch 184/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.008 Epoch 87 Batch 185/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.009 Epoch 87 Batch 186/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 87 Batch 187/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.009 Epoch 87 Batch 188/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.009 Epoch 87 Batch 189/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.008 Epoch 87 Batch 190/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 87 Batch 191/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.008 Epoch 87 Batch 192/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.010 Epoch 87 Batch 193/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 87 Batch 194/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 87 Batch 195/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 87 Batch 196/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 87 Batch 197/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 87 Batch 198/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 87 Batch 199/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.013 Epoch 87 Batch 200/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.006 Epoch 87 Batch 201/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 87 Batch 202/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.011 Epoch 87 Batch 203/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.010 Epoch 87 Batch 204/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.009 Epoch 87 Batch 205/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 87 Batch 206/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 87 Batch 207/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 87 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 87 Batch 209/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 87 Batch 210/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 87 Batch 211/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 87 Batch 212/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 87 Batch 213/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 87 Batch 214/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.011 Epoch 87 Batch 215/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 87 Batch 216/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 87 Batch 217/269 - Train Accuracy: 0.961, Validation Accuracy: 0.969, Loss: 0.013 Epoch 87 Batch 218/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 87 Batch 219/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.008 Epoch 87 Batch 220/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.010 Epoch 87 Batch 221/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.010 Epoch 87 Batch 222/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 87 Batch 223/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 87 Batch 224/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.016 Epoch 87 Batch 225/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.010 Epoch 87 Batch 226/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 87 Batch 227/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 87 Batch 228/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 87 Batch 229/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 87 Batch 230/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 87 Batch 231/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 87 Batch 232/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.007 Epoch 87 Batch 233/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.011 Epoch 87 Batch 234/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 87 Batch 235/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.005 Epoch 87 Batch 236/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.009 Epoch 87 Batch 237/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 87 Batch 238/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.009 Epoch 87 Batch 239/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 87 Batch 240/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 87 Batch 241/269 - Train Accuracy: 0.959, Validation Accuracy: 0.968, Loss: 0.012 Epoch 87 Batch 242/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 87 Batch 243/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.007 Epoch 87 Batch 244/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.006 Epoch 87 Batch 245/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 87 Batch 246/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 87 Batch 247/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 87 Batch 248/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 87 Batch 249/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.013 Epoch 87 Batch 250/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 87 Batch 251/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 87 Batch 252/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 87 Batch 253/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 87 Batch 254/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 87 Batch 255/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 87 Batch 256/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 87 Batch 257/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.009 Epoch 87 Batch 258/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.007 Epoch 87 Batch 259/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.009 Epoch 87 Batch 260/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 87 Batch 261/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.010 Epoch 87 Batch 262/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 87 Batch 263/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 87 Batch 264/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 87 Batch 265/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 87 Batch 266/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.007 Epoch 87 Batch 267/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.011 Epoch 88 Batch 0/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.010 Epoch 88 Batch 1/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 88 Batch 2/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 88 Batch 3/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.007 Epoch 88 Batch 4/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 88 Batch 5/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 88 Batch 6/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.007 Epoch 88 Batch 7/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 88 Batch 8/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.012 Epoch 88 Batch 9/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 88 Batch 10/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 88 Batch 11/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.012 Epoch 88 Batch 12/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.011 Epoch 88 Batch 13/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.006 Epoch 88 Batch 14/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 88 Batch 15/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.006 Epoch 88 Batch 16/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.011 Epoch 88 Batch 17/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 88 Batch 18/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.009 Epoch 88 Batch 19/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 88 Batch 20/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 88 Batch 21/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.010 Epoch 88 Batch 22/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.009 Epoch 88 Batch 23/269 - Train Accuracy: 0.970, Validation Accuracy: 0.972, Loss: 0.010 Epoch 88 Batch 24/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.010 Epoch 88 Batch 25/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 88 Batch 26/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 88 Batch 27/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 88 Batch 28/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 88 Batch 29/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.012 Epoch 88 Batch 30/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.010 Epoch 88 Batch 31/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 88 Batch 32/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.005 Epoch 88 Batch 33/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 88 Batch 34/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 88 Batch 35/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.012 Epoch 88 Batch 36/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.012 Epoch 88 Batch 37/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 88 Batch 38/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 88 Batch 39/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 88 Batch 40/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.011 Epoch 88 Batch 41/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 88 Batch 42/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.010 Epoch 88 Batch 43/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 88 Batch 44/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 88 Batch 45/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 88 Batch 46/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.008 Epoch 88 Batch 47/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 88 Batch 48/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 88 Batch 49/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.007 Epoch 88 Batch 50/269 - Train Accuracy: 0.966, Validation Accuracy: 0.970, Loss: 0.010 Epoch 88 Batch 51/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.008 Epoch 88 Batch 52/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.006 Epoch 88 Batch 53/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.006 Epoch 88 Batch 54/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.008 Epoch 88 Batch 55/269 - Train Accuracy: 0.976, Validation Accuracy: 0.973, Loss: 0.007 Epoch 88 Batch 56/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.011 Epoch 88 Batch 57/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.012 Epoch 88 Batch 58/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.009 Epoch 88 Batch 59/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.006 Epoch 88 Batch 60/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 88 Batch 61/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 88 Batch 62/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.010 Epoch 88 Batch 63/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 88 Batch 64/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 88 Batch 65/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 88 Batch 66/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 88 Batch 67/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 88 Batch 68/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 88 Batch 69/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.013 Epoch 88 Batch 70/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 88 Batch 71/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.008 Epoch 88 Batch 72/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 88 Batch 73/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 88 Batch 74/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 88 Batch 75/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.009 Epoch 88 Batch 76/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 88 Batch 77/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 88 Batch 78/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 88 Batch 79/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.009 Epoch 88 Batch 80/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 88 Batch 81/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 88 Batch 82/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 88 Batch 83/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 88 Batch 84/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.008 Epoch 88 Batch 85/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 88 Batch 86/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 88 Batch 87/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 88 Batch 88/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 88 Batch 89/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.007 Epoch 88 Batch 90/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.007 Epoch 88 Batch 91/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.007 Epoch 88 Batch 92/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 88 Batch 93/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 88 Batch 94/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 88 Batch 95/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 88 Batch 96/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 88 Batch 97/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 88 Batch 98/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 88 Batch 99/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 88 Batch 100/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.009 Epoch 88 Batch 101/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 88 Batch 102/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 88 Batch 103/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.008 Epoch 88 Batch 104/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.007 Epoch 88 Batch 105/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.007 Epoch 88 Batch 106/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.007 Epoch 88 Batch 107/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.008 Epoch 88 Batch 108/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.006 Epoch 88 Batch 109/269 - Train Accuracy: 0.965, Validation Accuracy: 0.970, Loss: 0.009 Epoch 88 Batch 110/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 88 Batch 111/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 88 Batch 112/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.009 Epoch 88 Batch 113/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.008 Epoch 88 Batch 114/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 88 Batch 115/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 88 Batch 116/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 88 Batch 117/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 88 Batch 118/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.007 Epoch 88 Batch 119/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.008 Epoch 88 Batch 120/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 88 Batch 121/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 88 Batch 122/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 88 Batch 123/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 88 Batch 124/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.007 Epoch 88 Batch 125/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 88 Batch 126/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.011 Epoch 88 Batch 127/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 88 Batch 128/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 88 Batch 129/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.006 Epoch 88 Batch 130/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.011 Epoch 88 Batch 131/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 88 Batch 132/269 - Train Accuracy: 0.964, Validation Accuracy: 0.968, Loss: 0.011 Epoch 88 Batch 133/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 88 Batch 134/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.006 Epoch 88 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.005 Epoch 88 Batch 136/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.005 Epoch 88 Batch 137/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 88 Batch 138/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 88 Batch 139/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 88 Batch 140/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 88 Batch 141/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 88 Batch 142/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 88 Batch 143/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 88 Batch 144/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 88 Batch 145/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 88 Batch 146/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 88 Batch 147/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.008 Epoch 88 Batch 148/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 88 Batch 149/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 88 Batch 150/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 88 Batch 151/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 88 Batch 152/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 88 Batch 153/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 88 Batch 154/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 88 Batch 155/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.006 Epoch 88 Batch 156/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 88 Batch 157/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 88 Batch 158/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.008 Epoch 88 Batch 159/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 88 Batch 160/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 88 Batch 161/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 88 Batch 162/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.005 Epoch 88 Batch 163/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.006 Epoch 88 Batch 164/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 88 Batch 165/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 88 Batch 166/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.006 Epoch 88 Batch 167/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 88 Batch 168/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 88 Batch 169/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 88 Batch 170/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 88 Batch 171/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.014 Epoch 88 Batch 172/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 88 Batch 173/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 88 Batch 174/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 88 Batch 175/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 88 Batch 176/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 88 Batch 177/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 88 Batch 178/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 88 Batch 179/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.007 Epoch 88 Batch 180/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 88 Batch 181/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 88 Batch 182/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.009 Epoch 88 Batch 183/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.005 Epoch 88 Batch 184/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.010 Epoch 88 Batch 185/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.011 Epoch 88 Batch 186/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.005 Epoch 88 Batch 187/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 88 Batch 188/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.005 Epoch 88 Batch 189/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.008 Epoch 88 Batch 190/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 88 Batch 191/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 88 Batch 192/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 88 Batch 193/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.005 Epoch 88 Batch 194/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 88 Batch 195/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.005 Epoch 88 Batch 196/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.006 Epoch 88 Batch 197/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 88 Batch 198/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 88 Batch 199/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.007 Epoch 88 Batch 200/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.005 Epoch 88 Batch 201/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.006 Epoch 88 Batch 202/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 88 Batch 203/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 88 Batch 204/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.007 Epoch 88 Batch 205/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.007 Epoch 88 Batch 206/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.008 Epoch 88 Batch 207/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.007 Epoch 88 Batch 208/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 88 Batch 209/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.009 Epoch 88 Batch 210/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.006 Epoch 88 Batch 211/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.014 Epoch 88 Batch 212/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.008 Epoch 88 Batch 213/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.006 Epoch 88 Batch 214/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.008 Epoch 88 Batch 215/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.009 Epoch 88 Batch 216/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 88 Batch 217/269 - Train Accuracy: 0.960, Validation Accuracy: 0.962, Loss: 0.013 Epoch 88 Batch 218/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.006 Epoch 88 Batch 219/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.006 Epoch 88 Batch 220/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 88 Batch 221/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 88 Batch 222/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 88 Batch 223/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 88 Batch 224/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.009 Epoch 88 Batch 225/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 88 Batch 226/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 88 Batch 227/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 88 Batch 228/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.006 Epoch 88 Batch 229/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.006 Epoch 88 Batch 230/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.006 Epoch 88 Batch 231/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.008 Epoch 88 Batch 232/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 88 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 88 Batch 234/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 88 Batch 235/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.005 Epoch 88 Batch 236/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 88 Batch 237/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 88 Batch 238/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 88 Batch 239/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.009 Epoch 88 Batch 240/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 88 Batch 241/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.011 Epoch 88 Batch 242/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.008 Epoch 88 Batch 243/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.006 Epoch 88 Batch 244/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.007 Epoch 88 Batch 245/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 88 Batch 246/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.009 Epoch 88 Batch 247/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.007 Epoch 88 Batch 248/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.007 Epoch 88 Batch 249/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 88 Batch 250/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 88 Batch 251/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 88 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 88 Batch 253/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 88 Batch 254/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 88 Batch 255/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 88 Batch 256/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 88 Batch 257/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 88 Batch 258/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 88 Batch 259/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 88 Batch 260/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 88 Batch 261/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.006 Epoch 88 Batch 262/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 88 Batch 263/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 88 Batch 264/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 88 Batch 265/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 88 Batch 266/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 88 Batch 267/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 89 Batch 0/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 89 Batch 1/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.009 Epoch 89 Batch 2/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 89 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.007 Epoch 89 Batch 4/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 89 Batch 5/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 89 Batch 6/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.007 Epoch 89 Batch 7/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 89 Batch 8/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 89 Batch 9/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 89 Batch 10/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 89 Batch 11/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 89 Batch 12/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 89 Batch 13/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.004 Epoch 89 Batch 14/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 89 Batch 15/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.004 Epoch 89 Batch 16/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 89 Batch 17/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 89 Batch 18/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.009 Epoch 89 Batch 19/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 89 Batch 20/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.010 Epoch 89 Batch 21/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 89 Batch 22/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 89 Batch 23/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 89 Batch 24/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 89 Batch 25/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 89 Batch 26/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.005 Epoch 89 Batch 27/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 89 Batch 28/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.006 Epoch 89 Batch 29/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.010 Epoch 89 Batch 30/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.007 Epoch 89 Batch 31/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 89 Batch 32/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 89 Batch 33/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 89 Batch 34/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.010 Epoch 89 Batch 35/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.010 Epoch 89 Batch 36/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.007 Epoch 89 Batch 37/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.008 Epoch 89 Batch 38/269 - Train Accuracy: 0.970, Validation Accuracy: 0.973, Loss: 0.009 Epoch 89 Batch 39/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 89 Batch 40/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 89 Batch 41/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.009 Epoch 89 Batch 42/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.009 Epoch 89 Batch 43/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.011 Epoch 89 Batch 44/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.010 Epoch 89 Batch 45/269 - Train Accuracy: 0.963, Validation Accuracy: 0.971, Loss: 0.011 Epoch 89 Batch 46/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.006 Epoch 89 Batch 47/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.006 Epoch 89 Batch 48/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.008 Epoch 89 Batch 49/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.007 Epoch 89 Batch 50/269 - Train Accuracy: 0.969, Validation Accuracy: 0.972, Loss: 0.009 Epoch 89 Batch 51/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.009 Epoch 89 Batch 52/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.010 Epoch 89 Batch 53/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.011 Epoch 89 Batch 54/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.007 Epoch 89 Batch 55/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.008 Epoch 89 Batch 56/269 - Train Accuracy: 0.971, Validation Accuracy: 0.974, Loss: 0.013 Epoch 89 Batch 57/269 - Train Accuracy: 0.973, Validation Accuracy: 0.973, Loss: 0.012 Epoch 89 Batch 58/269 - Train Accuracy: 0.974, Validation Accuracy: 0.973, Loss: 0.008 Epoch 89 Batch 59/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.005 Epoch 89 Batch 60/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.011 Epoch 89 Batch 61/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 89 Batch 62/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 89 Batch 63/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.009 Epoch 89 Batch 64/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.006 Epoch 89 Batch 65/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.007 Epoch 89 Batch 66/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.010 Epoch 89 Batch 67/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.008 Epoch 89 Batch 68/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.009 Epoch 89 Batch 69/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.012 Epoch 89 Batch 70/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.008 Epoch 89 Batch 71/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.010 Epoch 89 Batch 72/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.008 Epoch 89 Batch 73/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 89 Batch 74/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 89 Batch 75/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.006 Epoch 89 Batch 76/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 89 Batch 77/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 89 Batch 78/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 89 Batch 79/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.007 Epoch 89 Batch 80/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 89 Batch 81/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 89 Batch 82/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.006 Epoch 89 Batch 83/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.011 Epoch 89 Batch 84/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 89 Batch 85/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 89 Batch 86/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 89 Batch 87/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 89 Batch 88/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 89 Batch 89/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 89 Batch 90/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.009 Epoch 89 Batch 91/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 89 Batch 92/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 89 Batch 93/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 89 Batch 94/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 89 Batch 95/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 89 Batch 96/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 89 Batch 97/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.007 Epoch 89 Batch 98/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 89 Batch 99/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 89 Batch 100/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 89 Batch 101/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.014 Epoch 89 Batch 102/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.006 Epoch 89 Batch 103/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.007 Epoch 89 Batch 104/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 89 Batch 105/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.006 Epoch 89 Batch 106/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.008 Epoch 89 Batch 107/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.007 Epoch 89 Batch 108/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.006 Epoch 89 Batch 109/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.008 Epoch 89 Batch 110/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.006 Epoch 89 Batch 111/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.008 Epoch 89 Batch 112/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 89 Batch 113/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 89 Batch 114/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 89 Batch 115/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 89 Batch 116/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 89 Batch 117/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.005 Epoch 89 Batch 118/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 89 Batch 119/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.009 Epoch 89 Batch 120/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 89 Batch 121/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.006 Epoch 89 Batch 122/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 89 Batch 123/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.006 Epoch 89 Batch 124/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 89 Batch 125/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.006 Epoch 89 Batch 126/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.005 Epoch 89 Batch 127/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.005 Epoch 89 Batch 128/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.006 Epoch 89 Batch 129/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.008 Epoch 89 Batch 130/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.011 Epoch 89 Batch 131/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.008 Epoch 89 Batch 132/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.008 Epoch 89 Batch 133/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.007 Epoch 89 Batch 134/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.007 Epoch 89 Batch 135/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.005 Epoch 89 Batch 136/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.006 Epoch 89 Batch 137/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.007 Epoch 89 Batch 138/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.008 Epoch 89 Batch 139/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 89 Batch 140/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 89 Batch 141/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.009 Epoch 89 Batch 142/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 89 Batch 143/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.008 Epoch 89 Batch 144/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.005 Epoch 89 Batch 145/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 89 Batch 146/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.005 Epoch 89 Batch 147/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 89 Batch 148/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 89 Batch 149/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 89 Batch 150/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 89 Batch 151/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 89 Batch 152/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.007 Epoch 89 Batch 153/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 89 Batch 154/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 89 Batch 155/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 89 Batch 156/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 89 Batch 157/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 89 Batch 158/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.006 Epoch 89 Batch 159/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 89 Batch 160/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 89 Batch 161/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 89 Batch 162/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 89 Batch 163/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.006 Epoch 89 Batch 164/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.006 Epoch 89 Batch 165/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 89 Batch 166/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 89 Batch 167/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 89 Batch 168/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 89 Batch 169/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 89 Batch 170/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 89 Batch 171/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 89 Batch 172/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.008 Epoch 89 Batch 173/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.007 Epoch 89 Batch 174/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 89 Batch 175/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 89 Batch 176/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 89 Batch 177/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 89 Batch 178/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 89 Batch 179/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.006 Epoch 89 Batch 180/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 89 Batch 181/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 89 Batch 182/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 89 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 89 Batch 184/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 89 Batch 185/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 89 Batch 186/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.005 Epoch 89 Batch 187/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 89 Batch 188/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 89 Batch 189/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.005 Epoch 89 Batch 190/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 89 Batch 191/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 89 Batch 192/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.005 Epoch 89 Batch 193/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.006 Epoch 89 Batch 194/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 89 Batch 195/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 89 Batch 196/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 89 Batch 197/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 89 Batch 198/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 89 Batch 199/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 89 Batch 200/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.005 Epoch 89 Batch 201/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.006 Epoch 89 Batch 202/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.008 Epoch 89 Batch 203/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 89 Batch 204/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 89 Batch 205/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 89 Batch 206/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 89 Batch 207/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.006 Epoch 89 Batch 208/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.008 Epoch 89 Batch 209/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 89 Batch 210/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.006 Epoch 89 Batch 211/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 89 Batch 212/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 89 Batch 213/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.006 Epoch 89 Batch 214/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 89 Batch 215/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 89 Batch 216/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.011 Epoch 89 Batch 217/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.008 Epoch 89 Batch 218/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 89 Batch 219/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 89 Batch 220/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 89 Batch 221/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 89 Batch 222/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 89 Batch 223/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 89 Batch 224/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.009 Epoch 89 Batch 225/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.005 Epoch 89 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 89 Batch 227/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 89 Batch 228/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.005 Epoch 89 Batch 229/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 89 Batch 230/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.005 Epoch 89 Batch 231/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.009 Epoch 89 Batch 232/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.008 Epoch 89 Batch 233/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.007 Epoch 89 Batch 234/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.005 Epoch 89 Batch 235/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.004 Epoch 89 Batch 236/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.005 Epoch 89 Batch 237/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 89 Batch 238/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.010 Epoch 89 Batch 239/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.010 Epoch 89 Batch 240/269 - Train Accuracy: 0.976, Validation Accuracy: 0.973, Loss: 0.007 Epoch 89 Batch 241/269 - Train Accuracy: 0.968, Validation Accuracy: 0.973, Loss: 0.008 Epoch 89 Batch 242/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.008 Epoch 89 Batch 243/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.005 Epoch 89 Batch 244/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 89 Batch 245/269 - Train Accuracy: 0.967, Validation Accuracy: 0.971, Loss: 0.007 Epoch 89 Batch 246/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.010 Epoch 89 Batch 247/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.009 Epoch 89 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.974, Loss: 0.007 Epoch 89 Batch 249/269 - Train Accuracy: 0.977, Validation Accuracy: 0.974, Loss: 0.007 Epoch 89 Batch 250/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.007 Epoch 89 Batch 251/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.009 Epoch 89 Batch 252/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.005 Epoch 89 Batch 253/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.009 Epoch 89 Batch 254/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 89 Batch 255/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.009 Epoch 89 Batch 256/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 89 Batch 257/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 89 Batch 258/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 89 Batch 259/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 89 Batch 260/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 89 Batch 261/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 89 Batch 262/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 89 Batch 263/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.011 Epoch 89 Batch 264/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.008 Epoch 89 Batch 265/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.010 Epoch 89 Batch 266/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.007 Epoch 89 Batch 267/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 90 Batch 0/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.006 Epoch 90 Batch 1/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 90 Batch 2/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 90 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.005 Epoch 90 Batch 4/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 90 Batch 5/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 90 Batch 6/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 90 Batch 7/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 90 Batch 8/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.011 Epoch 90 Batch 9/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 90 Batch 10/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 90 Batch 11/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 90 Batch 12/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.008 Epoch 90 Batch 13/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.007 Epoch 90 Batch 14/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.010 Epoch 90 Batch 15/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 90 Batch 16/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.011 Epoch 90 Batch 17/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 90 Batch 18/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.007 Epoch 90 Batch 19/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 90 Batch 20/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.006 Epoch 90 Batch 21/269 - Train Accuracy: 0.963, Validation Accuracy: 0.971, Loss: 0.008 Epoch 90 Batch 22/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.006 Epoch 90 Batch 23/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.008 Epoch 90 Batch 24/269 - Train Accuracy: 0.975, Validation Accuracy: 0.973, Loss: 0.008 Epoch 90 Batch 25/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.008 Epoch 90 Batch 26/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.006 Epoch 90 Batch 27/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.005 Epoch 90 Batch 28/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 90 Batch 29/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 90 Batch 30/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 90 Batch 31/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 90 Batch 32/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.005 Epoch 90 Batch 33/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 90 Batch 34/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 90 Batch 35/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.011 Epoch 90 Batch 36/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.005 Epoch 90 Batch 37/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.008 Epoch 90 Batch 38/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.009 Epoch 90 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.007 Epoch 90 Batch 40/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.008 Epoch 90 Batch 41/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.010 Epoch 90 Batch 42/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.008 Epoch 90 Batch 43/269 - Train Accuracy: 0.976, Validation Accuracy: 0.973, Loss: 0.007 Epoch 90 Batch 44/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.008 Epoch 90 Batch 45/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.009 Epoch 90 Batch 46/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.008 Epoch 90 Batch 47/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.006 Epoch 90 Batch 48/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.007 Epoch 90 Batch 49/269 - Train Accuracy: 0.970, Validation Accuracy: 0.973, Loss: 0.009 Epoch 90 Batch 50/269 - Train Accuracy: 0.972, Validation Accuracy: 0.974, Loss: 0.010 Epoch 90 Batch 51/269 - Train Accuracy: 0.971, Validation Accuracy: 0.974, Loss: 0.009 Epoch 90 Batch 52/269 - Train Accuracy: 0.973, Validation Accuracy: 0.974, Loss: 0.005 Epoch 90 Batch 53/269 - Train Accuracy: 0.979, Validation Accuracy: 0.974, Loss: 0.007 Epoch 90 Batch 54/269 - Train Accuracy: 0.975, Validation Accuracy: 0.975, Loss: 0.009 Epoch 90 Batch 55/269 - Train Accuracy: 0.975, Validation Accuracy: 0.975, Loss: 0.008 Epoch 90 Batch 56/269 - Train Accuracy: 0.974, Validation Accuracy: 0.977, Loss: 0.008 Epoch 90 Batch 57/269 - Train Accuracy: 0.971, Validation Accuracy: 0.977, Loss: 0.011 Epoch 90 Batch 58/269 - Train Accuracy: 0.974, Validation Accuracy: 0.977, Loss: 0.010 Epoch 90 Batch 59/269 - Train Accuracy: 0.976, Validation Accuracy: 0.975, Loss: 0.006 Epoch 90 Batch 60/269 - Train Accuracy: 0.973, Validation Accuracy: 0.975, Loss: 0.009 Epoch 90 Batch 61/269 - Train Accuracy: 0.968, Validation Accuracy: 0.974, Loss: 0.009 Epoch 90 Batch 62/269 - Train Accuracy: 0.976, Validation Accuracy: 0.975, Loss: 0.006 Epoch 90 Batch 63/269 - Train Accuracy: 0.977, Validation Accuracy: 0.975, Loss: 0.008 Epoch 90 Batch 64/269 - Train Accuracy: 0.976, Validation Accuracy: 0.973, Loss: 0.005 Epoch 90 Batch 65/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.009 Epoch 90 Batch 66/269 - Train Accuracy: 0.976, Validation Accuracy: 0.973, Loss: 0.009 Epoch 90 Batch 67/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.009 Epoch 90 Batch 68/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.010 Epoch 90 Batch 69/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.012 Epoch 90 Batch 70/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.006 Epoch 90 Batch 71/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 90 Batch 72/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 90 Batch 73/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 90 Batch 74/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 90 Batch 75/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 90 Batch 76/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 90 Batch 77/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.006 Epoch 90 Batch 78/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.007 Epoch 90 Batch 79/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.033 Epoch 90 Batch 80/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.027 Epoch 90 Batch 81/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 90 Batch 82/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.023 Epoch 90 Batch 83/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.028 Epoch 90 Batch 84/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.011 Epoch 90 Batch 85/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 90 Batch 86/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.007 Epoch 90 Batch 87/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 90 Batch 88/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.012 Epoch 90 Batch 89/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.013 Epoch 90 Batch 90/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.010 Epoch 90 Batch 91/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.008 Epoch 90 Batch 92/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.008 Epoch 90 Batch 93/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.006 Epoch 90 Batch 94/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.012 Epoch 90 Batch 95/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.005 Epoch 90 Batch 96/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.012 Epoch 90 Batch 97/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.012 Epoch 90 Batch 98/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 90 Batch 99/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 90 Batch 100/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 90 Batch 101/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.012 Epoch 90 Batch 102/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 90 Batch 103/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 90 Batch 104/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 90 Batch 105/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 90 Batch 106/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 90 Batch 107/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 90 Batch 108/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 90 Batch 109/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 90 Batch 110/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 90 Batch 111/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.012 Epoch 90 Batch 112/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 90 Batch 113/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.009 Epoch 90 Batch 114/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 90 Batch 115/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 90 Batch 116/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 90 Batch 117/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.008 Epoch 90 Batch 118/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.011 Epoch 90 Batch 119/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.012 Epoch 90 Batch 120/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 90 Batch 121/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 90 Batch 122/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.013 Epoch 90 Batch 123/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 90 Batch 124/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 90 Batch 125/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 90 Batch 126/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 90 Batch 127/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 90 Batch 128/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 90 Batch 129/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 90 Batch 130/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.016 Epoch 90 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.011 Epoch 90 Batch 132/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.009 Epoch 90 Batch 133/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.010 Epoch 90 Batch 134/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 90 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 90 Batch 136/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 90 Batch 137/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 90 Batch 138/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.011 Epoch 90 Batch 139/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 90 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 90 Batch 141/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.012 Epoch 90 Batch 142/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.011 Epoch 90 Batch 143/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.011 Epoch 90 Batch 144/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.006 Epoch 90 Batch 145/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.010 Epoch 90 Batch 146/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 90 Batch 147/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.008 Epoch 90 Batch 148/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.008 Epoch 90 Batch 149/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.010 Epoch 90 Batch 150/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 90 Batch 151/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.011 Epoch 90 Batch 152/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 90 Batch 153/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 90 Batch 154/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 90 Batch 155/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 90 Batch 156/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 90 Batch 157/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 90 Batch 158/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.011 Epoch 90 Batch 159/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 90 Batch 160/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 90 Batch 161/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 90 Batch 162/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.012 Epoch 90 Batch 163/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.006 Epoch 90 Batch 164/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 90 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 90 Batch 166/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 90 Batch 167/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 90 Batch 168/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 90 Batch 169/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 90 Batch 170/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 90 Batch 171/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.010 Epoch 90 Batch 172/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 90 Batch 173/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.008 Epoch 90 Batch 174/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 90 Batch 175/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.013 Epoch 90 Batch 176/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 90 Batch 177/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 90 Batch 178/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 90 Batch 179/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 90 Batch 180/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 90 Batch 181/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 90 Batch 182/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 90 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 90 Batch 184/269 - Train Accuracy: 0.966, Validation Accuracy: 0.970, Loss: 0.010 Epoch 90 Batch 185/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.008 Epoch 90 Batch 186/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 90 Batch 187/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 90 Batch 188/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.007 Epoch 90 Batch 189/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 90 Batch 190/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.008 Epoch 90 Batch 191/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 90 Batch 192/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 90 Batch 193/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 90 Batch 194/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 90 Batch 195/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 90 Batch 196/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 90 Batch 197/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 90 Batch 198/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 90 Batch 199/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.010 Epoch 90 Batch 200/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.006 Epoch 90 Batch 201/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.008 Epoch 90 Batch 202/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 90 Batch 203/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 90 Batch 204/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.007 Epoch 90 Batch 205/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.007 Epoch 90 Batch 206/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 90 Batch 207/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.009 Epoch 90 Batch 208/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 90 Batch 209/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.009 Epoch 90 Batch 210/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.006 Epoch 90 Batch 211/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 90 Batch 212/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 90 Batch 213/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 90 Batch 214/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 90 Batch 215/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 90 Batch 216/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.012 Epoch 90 Batch 217/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 90 Batch 218/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.007 Epoch 90 Batch 219/269 - Train Accuracy: 0.980, Validation Accuracy: 0.960, Loss: 0.007 Epoch 90 Batch 220/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 90 Batch 221/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 90 Batch 222/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 90 Batch 223/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 90 Batch 224/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 90 Batch 225/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 90 Batch 226/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 90 Batch 227/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.011 Epoch 90 Batch 228/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 90 Batch 229/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 90 Batch 230/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 90 Batch 231/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 90 Batch 232/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 90 Batch 233/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.009 Epoch 90 Batch 234/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.007 Epoch 90 Batch 235/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.006 Epoch 90 Batch 236/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 90 Batch 237/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 90 Batch 238/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 90 Batch 239/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 90 Batch 240/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 90 Batch 241/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.010 Epoch 90 Batch 242/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 90 Batch 243/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 90 Batch 244/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.007 Epoch 90 Batch 245/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 90 Batch 246/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 90 Batch 247/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 90 Batch 248/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 90 Batch 249/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.008 Epoch 90 Batch 250/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.009 Epoch 90 Batch 251/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 90 Batch 252/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.005 Epoch 90 Batch 253/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 90 Batch 254/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 90 Batch 255/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.008 Epoch 90 Batch 256/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 90 Batch 257/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 90 Batch 258/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 90 Batch 259/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 90 Batch 260/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 90 Batch 261/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.008 Epoch 90 Batch 262/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 90 Batch 263/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 90 Batch 264/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 90 Batch 265/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 90 Batch 266/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.007 Epoch 90 Batch 267/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 91 Batch 0/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 91 Batch 1/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.007 Epoch 91 Batch 2/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 91 Batch 3/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.008 Epoch 91 Batch 4/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.013 Epoch 91 Batch 5/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.011 Epoch 91 Batch 6/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.009 Epoch 91 Batch 7/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.007 Epoch 91 Batch 8/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 91 Batch 9/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 91 Batch 10/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 91 Batch 11/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.010 Epoch 91 Batch 12/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 91 Batch 13/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 91 Batch 14/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 91 Batch 15/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 91 Batch 16/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.014 Epoch 91 Batch 17/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 91 Batch 18/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.008 Epoch 91 Batch 19/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.005 Epoch 91 Batch 20/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.007 Epoch 91 Batch 21/269 - Train Accuracy: 0.969, Validation Accuracy: 0.973, Loss: 0.010 Epoch 91 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.974, Loss: 0.010 Epoch 91 Batch 23/269 - Train Accuracy: 0.974, Validation Accuracy: 0.974, Loss: 0.012 Epoch 91 Batch 24/269 - Train Accuracy: 0.974, Validation Accuracy: 0.974, Loss: 0.009 Epoch 91 Batch 25/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.010 Epoch 91 Batch 26/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 91 Batch 27/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 91 Batch 28/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.008 Epoch 91 Batch 29/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.010 Epoch 91 Batch 30/269 - Train Accuracy: 0.964, Validation Accuracy: 0.969, Loss: 0.009 Epoch 91 Batch 31/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 91 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 91 Batch 33/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 91 Batch 34/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 91 Batch 35/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.013 Epoch 91 Batch 36/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.008 Epoch 91 Batch 37/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 91 Batch 38/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 91 Batch 39/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 91 Batch 40/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 91 Batch 41/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 91 Batch 42/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 91 Batch 43/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 91 Batch 44/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 91 Batch 45/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.011 Epoch 91 Batch 46/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 91 Batch 47/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.005 Epoch 91 Batch 48/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 91 Batch 49/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 91 Batch 50/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 91 Batch 51/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 91 Batch 52/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 91 Batch 53/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 91 Batch 54/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 91 Batch 55/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 91 Batch 56/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 91 Batch 57/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 91 Batch 58/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 91 Batch 59/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 91 Batch 60/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 91 Batch 61/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 91 Batch 62/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.008 Epoch 91 Batch 63/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.012 Epoch 91 Batch 64/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 91 Batch 65/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 91 Batch 66/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 91 Batch 67/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 91 Batch 68/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.012 Epoch 91 Batch 69/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.011 Epoch 91 Batch 70/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 91 Batch 71/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 91 Batch 72/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.012 Epoch 91 Batch 73/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 91 Batch 74/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.006 Epoch 91 Batch 75/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.008 Epoch 91 Batch 76/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 91 Batch 77/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 91 Batch 78/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 91 Batch 79/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 91 Batch 80/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.006 Epoch 91 Batch 81/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 91 Batch 82/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 91 Batch 83/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.012 Epoch 91 Batch 84/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 91 Batch 85/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 91 Batch 86/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 91 Batch 87/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 91 Batch 88/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 91 Batch 89/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 91 Batch 90/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 91 Batch 91/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 91 Batch 92/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 91 Batch 93/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.008 Epoch 91 Batch 94/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 91 Batch 95/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 91 Batch 96/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.012 Epoch 91 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 91 Batch 98/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 91 Batch 99/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 91 Batch 100/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.011 Epoch 91 Batch 101/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 91 Batch 102/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.008 Epoch 91 Batch 103/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.012 Epoch 91 Batch 104/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.007 Epoch 91 Batch 105/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.009 Epoch 91 Batch 106/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.008 Epoch 91 Batch 107/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.006 Epoch 91 Batch 108/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.007 Epoch 91 Batch 109/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.008 Epoch 91 Batch 110/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.007 Epoch 91 Batch 111/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 91 Batch 112/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 91 Batch 113/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.011 Epoch 91 Batch 114/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.010 Epoch 91 Batch 115/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 91 Batch 116/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.008 Epoch 91 Batch 117/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.011 Epoch 91 Batch 118/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.008 Epoch 91 Batch 119/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 91 Batch 120/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.010 Epoch 91 Batch 121/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 91 Batch 122/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 91 Batch 123/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 91 Batch 124/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 91 Batch 125/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 91 Batch 126/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.011 Epoch 91 Batch 127/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 91 Batch 128/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.011 Epoch 91 Batch 129/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 91 Batch 130/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 91 Batch 131/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 91 Batch 132/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 91 Batch 133/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.007 Epoch 91 Batch 134/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 91 Batch 135/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 91 Batch 136/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.010 Epoch 91 Batch 137/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.007 Epoch 91 Batch 138/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 91 Batch 139/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.009 Epoch 91 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 91 Batch 141/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.012 Epoch 91 Batch 142/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 91 Batch 143/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 91 Batch 144/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 91 Batch 145/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 91 Batch 146/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 91 Batch 147/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 91 Batch 148/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 91 Batch 149/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.012 Epoch 91 Batch 150/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 91 Batch 151/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.009 Epoch 91 Batch 152/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 91 Batch 153/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 91 Batch 154/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 91 Batch 155/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 91 Batch 156/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 91 Batch 157/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.008 Epoch 91 Batch 158/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 91 Batch 159/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 91 Batch 160/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 91 Batch 161/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 91 Batch 162/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 91 Batch 163/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 91 Batch 164/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 91 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 91 Batch 166/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 91 Batch 167/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 91 Batch 168/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 91 Batch 169/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.006 Epoch 91 Batch 170/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 91 Batch 171/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 91 Batch 172/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.007 Epoch 91 Batch 173/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.007 Epoch 91 Batch 174/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 91 Batch 175/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 91 Batch 176/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.011 Epoch 91 Batch 177/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 91 Batch 178/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 91 Batch 179/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 91 Batch 180/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.007 Epoch 91 Batch 181/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 91 Batch 182/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.010 Epoch 91 Batch 183/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 91 Batch 184/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.010 Epoch 91 Batch 185/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 91 Batch 186/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.008 Epoch 91 Batch 187/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 91 Batch 188/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 91 Batch 189/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 91 Batch 190/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 91 Batch 191/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 91 Batch 192/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 91 Batch 193/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 91 Batch 194/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 91 Batch 195/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 91 Batch 196/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 91 Batch 197/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 91 Batch 198/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 91 Batch 199/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.006 Epoch 91 Batch 200/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.006 Epoch 91 Batch 201/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 91 Batch 202/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 91 Batch 203/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.012 Epoch 91 Batch 204/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.008 Epoch 91 Batch 205/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 91 Batch 206/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.012 Epoch 91 Batch 207/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 91 Batch 208/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.012 Epoch 91 Batch 209/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.007 Epoch 91 Batch 210/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 91 Batch 211/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 91 Batch 212/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 91 Batch 213/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 91 Batch 214/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 91 Batch 215/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 91 Batch 216/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 91 Batch 217/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.010 Epoch 91 Batch 218/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.011 Epoch 91 Batch 219/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.009 Epoch 91 Batch 220/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.009 Epoch 91 Batch 221/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 91 Batch 222/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 91 Batch 223/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 91 Batch 224/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 91 Batch 225/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.007 Epoch 91 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 91 Batch 227/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 91 Batch 228/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 91 Batch 229/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 91 Batch 230/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 91 Batch 231/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.012 Epoch 91 Batch 232/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.008 Epoch 91 Batch 233/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.008 Epoch 91 Batch 234/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.007 Epoch 91 Batch 235/269 - Train Accuracy: 0.983, Validation Accuracy: 0.974, Loss: 0.005 Epoch 91 Batch 236/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.006 Epoch 91 Batch 237/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.010 Epoch 91 Batch 238/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.008 Epoch 91 Batch 239/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.007 Epoch 91 Batch 240/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 91 Batch 241/269 - Train Accuracy: 0.967, Validation Accuracy: 0.971, Loss: 0.011 Epoch 91 Batch 242/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.007 Epoch 91 Batch 243/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.007 Epoch 91 Batch 244/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 91 Batch 245/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.009 Epoch 91 Batch 246/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 91 Batch 247/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 91 Batch 248/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.006 Epoch 91 Batch 249/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.006 Epoch 91 Batch 250/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 91 Batch 251/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 91 Batch 252/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 91 Batch 253/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 91 Batch 254/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 91 Batch 255/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 91 Batch 256/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 91 Batch 257/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 91 Batch 258/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 91 Batch 259/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 91 Batch 260/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 91 Batch 261/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 91 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 91 Batch 263/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.012 Epoch 91 Batch 264/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.007 Epoch 91 Batch 265/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 91 Batch 266/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 91 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 92 Batch 0/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 92 Batch 1/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 92 Batch 2/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 92 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 92 Batch 4/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.010 Epoch 92 Batch 5/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 92 Batch 6/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 92 Batch 7/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 92 Batch 8/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 92 Batch 9/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 92 Batch 10/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 92 Batch 11/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.009 Epoch 92 Batch 12/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.012 Epoch 92 Batch 13/269 - Train Accuracy: 0.980, Validation Accuracy: 0.959, Loss: 0.007 Epoch 92 Batch 14/269 - Train Accuracy: 0.981, Validation Accuracy: 0.960, Loss: 0.007 Epoch 92 Batch 15/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.006 Epoch 92 Batch 16/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.012 Epoch 92 Batch 17/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 92 Batch 18/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 92 Batch 19/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.008 Epoch 92 Batch 20/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 92 Batch 21/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 92 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 92 Batch 23/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 92 Batch 24/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.009 Epoch 92 Batch 25/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.010 Epoch 92 Batch 26/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 92 Batch 27/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.009 Epoch 92 Batch 28/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.006 Epoch 92 Batch 29/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.009 Epoch 92 Batch 30/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.008 Epoch 92 Batch 31/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.011 Epoch 92 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.005 Epoch 92 Batch 33/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 92 Batch 34/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.008 Epoch 92 Batch 35/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.013 Epoch 92 Batch 36/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.011 Epoch 92 Batch 37/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 92 Batch 38/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.009 Epoch 92 Batch 39/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 92 Batch 40/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 92 Batch 41/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 92 Batch 42/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 92 Batch 43/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.009 Epoch 92 Batch 44/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 92 Batch 45/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 92 Batch 46/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 92 Batch 47/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 92 Batch 48/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 92 Batch 49/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.007 Epoch 92 Batch 50/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.010 Epoch 92 Batch 51/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.009 Epoch 92 Batch 52/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 92 Batch 53/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.006 Epoch 92 Batch 54/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 92 Batch 55/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.009 Epoch 92 Batch 56/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 92 Batch 57/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.012 Epoch 92 Batch 58/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 92 Batch 59/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 92 Batch 60/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 92 Batch 61/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 92 Batch 62/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 92 Batch 63/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 92 Batch 64/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 92 Batch 65/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 92 Batch 66/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 92 Batch 67/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 92 Batch 68/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 92 Batch 69/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 92 Batch 70/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 92 Batch 71/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.014 Epoch 92 Batch 72/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 92 Batch 73/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 92 Batch 74/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 92 Batch 75/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 92 Batch 76/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 92 Batch 77/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 92 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 92 Batch 79/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 92 Batch 80/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 92 Batch 81/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 92 Batch 82/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 92 Batch 83/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 92 Batch 84/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 92 Batch 85/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 92 Batch 86/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.008 Epoch 92 Batch 87/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 92 Batch 88/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.005 Epoch 92 Batch 89/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 92 Batch 90/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.007 Epoch 92 Batch 91/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 92 Batch 92/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 92 Batch 93/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.009 Epoch 92 Batch 94/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.013 Epoch 92 Batch 95/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.011 Epoch 92 Batch 96/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.011 Epoch 92 Batch 97/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 92 Batch 98/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.009 Epoch 92 Batch 99/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 92 Batch 100/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 92 Batch 101/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 92 Batch 102/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 92 Batch 103/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.011 Epoch 92 Batch 104/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 92 Batch 105/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.009 Epoch 92 Batch 106/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 92 Batch 107/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.007 Epoch 92 Batch 108/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.007 Epoch 92 Batch 109/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 92 Batch 110/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 92 Batch 111/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.006 Epoch 92 Batch 112/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 92 Batch 113/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 92 Batch 114/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 92 Batch 115/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 92 Batch 116/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 92 Batch 117/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.010 Epoch 92 Batch 118/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 92 Batch 119/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.010 Epoch 92 Batch 120/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.008 Epoch 92 Batch 121/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 92 Batch 122/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 92 Batch 123/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.010 Epoch 92 Batch 124/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 92 Batch 125/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 92 Batch 126/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 92 Batch 127/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 92 Batch 128/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 92 Batch 129/269 - Train Accuracy: 0.964, Validation Accuracy: 0.968, Loss: 0.012 Epoch 92 Batch 130/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.011 Epoch 92 Batch 131/269 - Train Accuracy: 0.967, Validation Accuracy: 0.971, Loss: 0.010 Epoch 92 Batch 132/269 - Train Accuracy: 0.966, Validation Accuracy: 0.972, Loss: 0.010 Epoch 92 Batch 133/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.009 Epoch 92 Batch 134/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.012 Epoch 92 Batch 135/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 92 Batch 136/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.009 Epoch 92 Batch 137/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 92 Batch 138/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 92 Batch 139/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 92 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.973, Loss: 0.010 Epoch 92 Batch 141/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.009 Epoch 92 Batch 142/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.010 Epoch 92 Batch 143/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.007 Epoch 92 Batch 144/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 92 Batch 145/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.005 Epoch 92 Batch 146/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 92 Batch 147/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 92 Batch 148/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 92 Batch 149/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 92 Batch 150/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 92 Batch 151/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 92 Batch 152/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 92 Batch 153/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 92 Batch 154/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 92 Batch 155/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 92 Batch 156/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 92 Batch 157/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 92 Batch 158/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 92 Batch 159/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 92 Batch 160/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 92 Batch 161/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 92 Batch 162/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 92 Batch 163/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.009 Epoch 92 Batch 164/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 92 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 92 Batch 166/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.007 Epoch 92 Batch 167/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 92 Batch 168/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 92 Batch 169/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.006 Epoch 92 Batch 170/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.009 Epoch 92 Batch 171/269 - Train Accuracy: 0.970, Validation Accuracy: 0.973, Loss: 0.010 Epoch 92 Batch 172/269 - Train Accuracy: 0.980, Validation Accuracy: 0.973, Loss: 0.008 Epoch 92 Batch 173/269 - Train Accuracy: 0.969, Validation Accuracy: 0.973, Loss: 0.007 Epoch 92 Batch 174/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.008 Epoch 92 Batch 175/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.009 Epoch 92 Batch 176/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 92 Batch 177/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.008 Epoch 92 Batch 178/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 92 Batch 179/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 92 Batch 180/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 92 Batch 181/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 92 Batch 182/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 92 Batch 183/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.006 Epoch 92 Batch 184/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.009 Epoch 92 Batch 185/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 92 Batch 186/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 92 Batch 187/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 92 Batch 188/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 92 Batch 189/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.008 Epoch 92 Batch 190/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 92 Batch 191/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 92 Batch 192/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 92 Batch 193/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 92 Batch 194/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 92 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 92 Batch 196/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 92 Batch 197/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.010 Epoch 92 Batch 198/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 92 Batch 199/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 92 Batch 200/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.004 Epoch 92 Batch 201/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 92 Batch 202/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 92 Batch 203/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 92 Batch 204/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.009 Epoch 92 Batch 205/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 92 Batch 206/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.012 Epoch 92 Batch 207/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.007 Epoch 92 Batch 208/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.014 Epoch 92 Batch 209/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 92 Batch 210/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 92 Batch 211/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.016 Epoch 92 Batch 212/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 92 Batch 213/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 92 Batch 214/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 92 Batch 215/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 92 Batch 216/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 92 Batch 217/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.013 Epoch 92 Batch 218/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 92 Batch 219/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 92 Batch 220/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.012 Epoch 92 Batch 221/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 92 Batch 222/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 92 Batch 223/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 92 Batch 224/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.014 Epoch 92 Batch 225/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 92 Batch 226/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.011 Epoch 92 Batch 227/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.014 Epoch 92 Batch 228/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 92 Batch 229/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 92 Batch 230/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 92 Batch 231/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 92 Batch 232/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.011 Epoch 92 Batch 233/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.009 Epoch 92 Batch 234/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 92 Batch 235/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.004 Epoch 92 Batch 236/269 - Train Accuracy: 0.975, Validation Accuracy: 0.973, Loss: 0.008 Epoch 92 Batch 237/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.008 Epoch 92 Batch 238/269 - Train Accuracy: 0.973, Validation Accuracy: 0.973, Loss: 0.009 Epoch 92 Batch 239/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.011 Epoch 92 Batch 240/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 92 Batch 241/269 - Train Accuracy: 0.961, Validation Accuracy: 0.969, Loss: 0.010 Epoch 92 Batch 242/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 92 Batch 243/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.011 Epoch 92 Batch 244/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 92 Batch 245/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 92 Batch 246/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 92 Batch 247/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.013 Epoch 92 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 92 Batch 249/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 92 Batch 250/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 92 Batch 251/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 92 Batch 252/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.005 Epoch 92 Batch 253/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 92 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 92 Batch 255/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 92 Batch 256/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 92 Batch 257/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 92 Batch 258/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 92 Batch 259/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 92 Batch 260/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 92 Batch 261/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 92 Batch 262/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.012 Epoch 92 Batch 263/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 92 Batch 264/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.013 Epoch 92 Batch 265/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 92 Batch 266/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 92 Batch 267/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.011 Epoch 93 Batch 0/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 93 Batch 1/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 93 Batch 2/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 93 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 93 Batch 4/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 93 Batch 5/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 93 Batch 6/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 93 Batch 7/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 93 Batch 8/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 93 Batch 9/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.008 Epoch 93 Batch 10/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 93 Batch 11/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 93 Batch 12/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 93 Batch 13/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 93 Batch 14/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 93 Batch 15/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 93 Batch 16/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.012 Epoch 93 Batch 17/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 93 Batch 18/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.007 Epoch 93 Batch 19/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.007 Epoch 93 Batch 20/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 93 Batch 21/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 93 Batch 22/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 93 Batch 23/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 93 Batch 24/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 93 Batch 25/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.009 Epoch 93 Batch 26/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.005 Epoch 93 Batch 27/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.008 Epoch 93 Batch 28/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 93 Batch 29/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.011 Epoch 93 Batch 30/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 93 Batch 31/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 93 Batch 32/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.005 Epoch 93 Batch 33/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.009 Epoch 93 Batch 34/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.008 Epoch 93 Batch 35/269 - Train Accuracy: 0.972, Validation Accuracy: 0.973, Loss: 0.013 Epoch 93 Batch 36/269 - Train Accuracy: 0.980, Validation Accuracy: 0.973, Loss: 0.007 Epoch 93 Batch 37/269 - Train Accuracy: 0.975, Validation Accuracy: 0.974, Loss: 0.008 Epoch 93 Batch 38/269 - Train Accuracy: 0.971, Validation Accuracy: 0.974, Loss: 0.005 Epoch 93 Batch 39/269 - Train Accuracy: 0.974, Validation Accuracy: 0.974, Loss: 0.009 Epoch 93 Batch 40/269 - Train Accuracy: 0.969, Validation Accuracy: 0.972, Loss: 0.009 Epoch 93 Batch 41/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.008 Epoch 93 Batch 42/269 - Train Accuracy: 0.970, Validation Accuracy: 0.974, Loss: 0.008 Epoch 93 Batch 43/269 - Train Accuracy: 0.975, Validation Accuracy: 0.974, Loss: 0.009 Epoch 93 Batch 44/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.010 Epoch 93 Batch 45/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.009 Epoch 93 Batch 46/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 93 Batch 47/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.007 Epoch 93 Batch 48/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 93 Batch 49/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 93 Batch 50/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 93 Batch 51/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 93 Batch 52/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 93 Batch 53/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 93 Batch 54/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 93 Batch 55/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.012 Epoch 93 Batch 56/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 93 Batch 57/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 93 Batch 58/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 93 Batch 59/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.005 Epoch 93 Batch 60/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 93 Batch 61/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 93 Batch 62/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 93 Batch 63/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.012 Epoch 93 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 93 Batch 65/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 93 Batch 66/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 93 Batch 67/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 93 Batch 68/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 93 Batch 69/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 93 Batch 70/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 93 Batch 71/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.013 Epoch 93 Batch 72/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 93 Batch 73/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 93 Batch 74/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 93 Batch 75/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.009 Epoch 93 Batch 76/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.007 Epoch 93 Batch 77/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 93 Batch 78/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 93 Batch 79/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.010 Epoch 93 Batch 80/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.007 Epoch 93 Batch 81/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.008 Epoch 93 Batch 82/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.006 Epoch 93 Batch 83/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.009 Epoch 93 Batch 84/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 93 Batch 85/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.007 Epoch 93 Batch 86/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 93 Batch 87/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 93 Batch 88/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.011 Epoch 93 Batch 89/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 93 Batch 90/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 93 Batch 91/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.007 Epoch 93 Batch 92/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 93 Batch 93/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 93 Batch 94/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.011 Epoch 93 Batch 95/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 93 Batch 96/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 93 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.011 Epoch 93 Batch 98/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.008 Epoch 93 Batch 99/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.008 Epoch 93 Batch 100/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.009 Epoch 93 Batch 101/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.012 Epoch 93 Batch 102/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 93 Batch 103/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 93 Batch 104/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 93 Batch 105/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 93 Batch 106/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 93 Batch 107/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 93 Batch 108/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 93 Batch 109/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.009 Epoch 93 Batch 110/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 93 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 93 Batch 112/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 93 Batch 113/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 93 Batch 114/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 93 Batch 115/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.009 Epoch 93 Batch 116/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.007 Epoch 93 Batch 117/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.010 Epoch 93 Batch 118/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 93 Batch 119/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 93 Batch 120/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.007 Epoch 93 Batch 121/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.005 Epoch 93 Batch 122/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.008 Epoch 93 Batch 123/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 93 Batch 124/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 93 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 93 Batch 126/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 93 Batch 127/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 93 Batch 128/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 93 Batch 129/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.012 Epoch 93 Batch 130/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.013 Epoch 93 Batch 131/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.012 Epoch 93 Batch 132/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.013 Epoch 93 Batch 133/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.008 Epoch 93 Batch 134/269 - Train Accuracy: 0.970, Validation Accuracy: 0.972, Loss: 0.007 Epoch 93 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.009 Epoch 93 Batch 136/269 - Train Accuracy: 0.969, Validation Accuracy: 0.974, Loss: 0.009 Epoch 93 Batch 137/269 - Train Accuracy: 0.966, Validation Accuracy: 0.972, Loss: 0.008 Epoch 93 Batch 138/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.006 Epoch 93 Batch 139/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.009 Epoch 93 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.009 Epoch 93 Batch 141/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 93 Batch 142/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 93 Batch 143/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 93 Batch 144/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 93 Batch 145/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 93 Batch 146/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 93 Batch 147/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 93 Batch 148/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 93 Batch 149/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 93 Batch 150/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.011 Epoch 93 Batch 151/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 93 Batch 152/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 93 Batch 153/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 93 Batch 154/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 93 Batch 155/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 93 Batch 156/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 93 Batch 157/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.010 Epoch 93 Batch 158/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 93 Batch 159/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 93 Batch 160/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 93 Batch 161/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 93 Batch 162/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 93 Batch 163/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.008 Epoch 93 Batch 164/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 93 Batch 165/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 93 Batch 166/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 93 Batch 167/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 93 Batch 168/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.014 Epoch 93 Batch 169/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 93 Batch 170/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 93 Batch 171/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 93 Batch 172/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.008 Epoch 93 Batch 173/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 93 Batch 174/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 93 Batch 175/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.013 Epoch 93 Batch 176/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 93 Batch 177/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.007 Epoch 93 Batch 178/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.008 Epoch 93 Batch 179/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.008 Epoch 93 Batch 180/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.011 Epoch 93 Batch 181/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.011 Epoch 93 Batch 182/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.008 Epoch 93 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.006 Epoch 93 Batch 184/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 93 Batch 185/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.008 Epoch 93 Batch 186/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 93 Batch 187/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.009 Epoch 93 Batch 188/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.010 Epoch 93 Batch 189/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 93 Batch 190/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 93 Batch 191/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 93 Batch 192/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.010 Epoch 93 Batch 193/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 93 Batch 194/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.012 Epoch 93 Batch 195/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.008 Epoch 93 Batch 196/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.009 Epoch 93 Batch 197/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 93 Batch 198/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 93 Batch 199/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 93 Batch 200/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.007 Epoch 93 Batch 201/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 93 Batch 202/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 93 Batch 203/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.012 Epoch 93 Batch 204/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 93 Batch 205/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 93 Batch 206/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.012 Epoch 93 Batch 207/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 93 Batch 208/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 93 Batch 209/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 93 Batch 210/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 93 Batch 211/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 93 Batch 212/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.013 Epoch 93 Batch 213/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 93 Batch 214/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 93 Batch 215/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 93 Batch 216/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 93 Batch 217/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.013 Epoch 93 Batch 218/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.007 Epoch 93 Batch 219/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.009 Epoch 93 Batch 220/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.007 Epoch 93 Batch 221/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 93 Batch 222/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 93 Batch 223/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.005 Epoch 93 Batch 224/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 93 Batch 225/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.007 Epoch 93 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 93 Batch 227/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.012 Epoch 93 Batch 228/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.005 Epoch 93 Batch 229/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 93 Batch 230/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 93 Batch 231/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.010 Epoch 93 Batch 232/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.006 Epoch 93 Batch 233/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.009 Epoch 93 Batch 234/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 93 Batch 235/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.006 Epoch 93 Batch 236/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.008 Epoch 93 Batch 237/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 93 Batch 238/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 93 Batch 239/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 93 Batch 240/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 93 Batch 241/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 93 Batch 242/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.011 Epoch 93 Batch 243/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 93 Batch 244/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 93 Batch 245/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 93 Batch 246/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 93 Batch 247/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 93 Batch 248/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 93 Batch 249/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 93 Batch 250/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 93 Batch 251/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 93 Batch 252/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.005 Epoch 93 Batch 253/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 93 Batch 254/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 93 Batch 255/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 93 Batch 256/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 93 Batch 257/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.013 Epoch 93 Batch 258/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 93 Batch 259/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 93 Batch 260/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 93 Batch 261/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 93 Batch 262/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 93 Batch 263/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 93 Batch 264/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 93 Batch 265/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.006 Epoch 93 Batch 266/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.005 Epoch 93 Batch 267/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 94 Batch 0/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 94 Batch 1/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 94 Batch 2/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 94 Batch 3/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 94 Batch 4/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 94 Batch 5/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 94 Batch 6/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.006 Epoch 94 Batch 7/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 94 Batch 8/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 94 Batch 9/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 94 Batch 10/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 94 Batch 11/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 94 Batch 12/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 94 Batch 13/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 94 Batch 14/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.006 Epoch 94 Batch 15/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.006 Epoch 94 Batch 16/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.011 Epoch 94 Batch 17/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 94 Batch 18/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 94 Batch 19/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.006 Epoch 94 Batch 20/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 94 Batch 21/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 94 Batch 22/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 94 Batch 23/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 94 Batch 24/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 94 Batch 25/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 94 Batch 26/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 94 Batch 27/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 94 Batch 28/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.008 Epoch 94 Batch 29/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.010 Epoch 94 Batch 30/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.008 Epoch 94 Batch 31/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 94 Batch 32/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.005 Epoch 94 Batch 33/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 94 Batch 34/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.008 Epoch 94 Batch 35/269 - Train Accuracy: 0.972, Validation Accuracy: 0.974, Loss: 0.011 Epoch 94 Batch 36/269 - Train Accuracy: 0.977, Validation Accuracy: 0.974, Loss: 0.008 Epoch 94 Batch 37/269 - Train Accuracy: 0.979, Validation Accuracy: 0.974, Loss: 0.007 Epoch 94 Batch 38/269 - Train Accuracy: 0.969, Validation Accuracy: 0.974, Loss: 0.007 Epoch 94 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.973, Loss: 0.006 Epoch 94 Batch 40/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.009 Epoch 94 Batch 41/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.006 Epoch 94 Batch 42/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.007 Epoch 94 Batch 43/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.012 Epoch 94 Batch 44/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 94 Batch 45/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 94 Batch 46/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 94 Batch 47/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.005 Epoch 94 Batch 48/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.010 Epoch 94 Batch 49/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 94 Batch 50/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 94 Batch 51/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.011 Epoch 94 Batch 52/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.006 Epoch 94 Batch 53/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.008 Epoch 94 Batch 54/269 - Train Accuracy: 0.973, Validation Accuracy: 0.973, Loss: 0.008 Epoch 94 Batch 55/269 - Train Accuracy: 0.974, Validation Accuracy: 0.973, Loss: 0.008 Epoch 94 Batch 56/269 - Train Accuracy: 0.963, Validation Accuracy: 0.974, Loss: 0.010 Epoch 94 Batch 57/269 - Train Accuracy: 0.975, Validation Accuracy: 0.975, Loss: 0.011 Epoch 94 Batch 58/269 - Train Accuracy: 0.973, Validation Accuracy: 0.973, Loss: 0.009 Epoch 94 Batch 59/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.008 Epoch 94 Batch 60/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.008 Epoch 94 Batch 61/269 - Train Accuracy: 0.968, Validation Accuracy: 0.972, Loss: 0.008 Epoch 94 Batch 62/269 - Train Accuracy: 0.975, Validation Accuracy: 0.973, Loss: 0.007 Epoch 94 Batch 63/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.008 Epoch 94 Batch 64/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.005 Epoch 94 Batch 65/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.008 Epoch 94 Batch 66/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.010 Epoch 94 Batch 67/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.007 Epoch 94 Batch 68/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 94 Batch 69/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 94 Batch 70/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.012 Epoch 94 Batch 71/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.011 Epoch 94 Batch 72/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.008 Epoch 94 Batch 73/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 94 Batch 74/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.006 Epoch 94 Batch 75/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 94 Batch 76/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 94 Batch 77/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 94 Batch 78/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.009 Epoch 94 Batch 79/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 94 Batch 80/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.008 Epoch 94 Batch 81/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 94 Batch 82/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.007 Epoch 94 Batch 83/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.013 Epoch 94 Batch 84/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 94 Batch 85/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 94 Batch 86/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.006 Epoch 94 Batch 87/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 94 Batch 88/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 94 Batch 89/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 94 Batch 90/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 94 Batch 91/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 94 Batch 92/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 94 Batch 93/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 94 Batch 94/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.015 Epoch 94 Batch 95/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 94 Batch 96/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 94 Batch 97/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 94 Batch 98/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 94 Batch 99/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 94 Batch 100/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 94 Batch 101/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 94 Batch 102/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 94 Batch 103/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 94 Batch 104/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 94 Batch 105/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 94 Batch 106/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.008 Epoch 94 Batch 107/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 94 Batch 108/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.005 Epoch 94 Batch 109/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 94 Batch 110/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 94 Batch 111/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 94 Batch 112/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 94 Batch 113/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 94 Batch 114/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 94 Batch 115/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 94 Batch 116/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 94 Batch 117/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 94 Batch 118/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 94 Batch 119/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.011 Epoch 94 Batch 120/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 94 Batch 121/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 94 Batch 122/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 94 Batch 123/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 94 Batch 124/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 94 Batch 125/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.006 Epoch 94 Batch 126/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 94 Batch 127/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.007 Epoch 94 Batch 128/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.007 Epoch 94 Batch 129/269 - Train Accuracy: 0.966, Validation Accuracy: 0.971, Loss: 0.010 Epoch 94 Batch 130/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 94 Batch 131/269 - Train Accuracy: 0.965, Validation Accuracy: 0.969, Loss: 0.007 Epoch 94 Batch 132/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 94 Batch 133/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 94 Batch 134/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.011 Epoch 94 Batch 135/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 94 Batch 136/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 94 Batch 137/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 94 Batch 138/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.006 Epoch 94 Batch 139/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 94 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.009 Epoch 94 Batch 141/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 94 Batch 142/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.009 Epoch 94 Batch 143/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.008 Epoch 94 Batch 144/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.009 Epoch 94 Batch 145/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.004 Epoch 94 Batch 146/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.008 Epoch 94 Batch 147/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.006 Epoch 94 Batch 148/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 94 Batch 149/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 94 Batch 150/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.012 Epoch 94 Batch 151/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 94 Batch 152/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 94 Batch 153/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.008 Epoch 94 Batch 154/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 94 Batch 155/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 94 Batch 156/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 94 Batch 157/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 94 Batch 158/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.010 Epoch 94 Batch 159/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 94 Batch 160/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 94 Batch 161/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 94 Batch 162/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.012 Epoch 94 Batch 163/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 94 Batch 164/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 94 Batch 165/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 94 Batch 166/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 94 Batch 167/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 94 Batch 168/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 94 Batch 169/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.007 Epoch 94 Batch 170/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 94 Batch 171/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 94 Batch 172/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 94 Batch 173/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 94 Batch 174/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 94 Batch 175/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 94 Batch 176/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 94 Batch 177/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 94 Batch 178/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 94 Batch 179/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.006 Epoch 94 Batch 180/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.007 Epoch 94 Batch 181/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.010 Epoch 94 Batch 182/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.009 Epoch 94 Batch 183/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.005 Epoch 94 Batch 184/269 - Train Accuracy: 0.966, Validation Accuracy: 0.971, Loss: 0.011 Epoch 94 Batch 185/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.009 Epoch 94 Batch 186/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 94 Batch 187/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.008 Epoch 94 Batch 188/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.006 Epoch 94 Batch 189/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.006 Epoch 94 Batch 190/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.010 Epoch 94 Batch 191/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.007 Epoch 94 Batch 192/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.008 Epoch 94 Batch 193/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.008 Epoch 94 Batch 194/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 94 Batch 195/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 94 Batch 196/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 94 Batch 197/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 94 Batch 198/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 94 Batch 199/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 94 Batch 200/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.007 Epoch 94 Batch 201/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 94 Batch 202/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 94 Batch 203/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 94 Batch 204/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 94 Batch 205/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 94 Batch 206/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 94 Batch 207/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 94 Batch 208/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 94 Batch 209/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.008 Epoch 94 Batch 210/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 94 Batch 211/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 94 Batch 212/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 94 Batch 213/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 94 Batch 214/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 94 Batch 215/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 94 Batch 216/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 94 Batch 217/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 94 Batch 218/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 94 Batch 219/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.007 Epoch 94 Batch 220/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 94 Batch 221/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 94 Batch 222/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.005 Epoch 94 Batch 223/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.005 Epoch 94 Batch 224/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 94 Batch 225/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 94 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 94 Batch 227/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 94 Batch 228/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 94 Batch 229/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.006 Epoch 94 Batch 230/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 94 Batch 231/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.007 Epoch 94 Batch 232/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 94 Batch 233/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 94 Batch 234/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 94 Batch 235/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.005 Epoch 94 Batch 236/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 94 Batch 237/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 94 Batch 238/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 94 Batch 239/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 94 Batch 240/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 94 Batch 241/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 94 Batch 242/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 94 Batch 243/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.006 Epoch 94 Batch 244/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.011 Epoch 94 Batch 245/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.011 Epoch 94 Batch 246/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.008 Epoch 94 Batch 247/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.007 Epoch 94 Batch 248/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 94 Batch 249/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 94 Batch 250/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.007 Epoch 94 Batch 251/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.007 Epoch 94 Batch 252/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 94 Batch 253/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.006 Epoch 94 Batch 254/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 94 Batch 255/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 94 Batch 256/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 94 Batch 257/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 94 Batch 258/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.009 Epoch 94 Batch 259/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 94 Batch 260/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 94 Batch 261/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 94 Batch 262/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 94 Batch 263/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 94 Batch 264/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 94 Batch 265/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 94 Batch 266/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.009 Epoch 94 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 95 Batch 0/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 95 Batch 1/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 95 Batch 2/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 95 Batch 3/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 95 Batch 4/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.011 Epoch 95 Batch 5/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 95 Batch 6/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 95 Batch 7/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 95 Batch 8/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 95 Batch 9/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.008 Epoch 95 Batch 10/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.007 Epoch 95 Batch 11/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.011 Epoch 95 Batch 12/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.012 Epoch 95 Batch 13/269 - Train Accuracy: 0.981, Validation Accuracy: 0.958, Loss: 0.009 Epoch 95 Batch 14/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.007 Epoch 95 Batch 15/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.005 Epoch 95 Batch 16/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 95 Batch 17/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.006 Epoch 95 Batch 18/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 95 Batch 19/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 95 Batch 20/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 95 Batch 21/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 95 Batch 22/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 95 Batch 23/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 95 Batch 24/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.008 Epoch 95 Batch 25/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 95 Batch 26/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.008 Epoch 95 Batch 27/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 95 Batch 28/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.009 Epoch 95 Batch 29/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 95 Batch 30/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.009 Epoch 95 Batch 31/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 95 Batch 32/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 95 Batch 33/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.007 Epoch 95 Batch 34/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 95 Batch 35/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.011 Epoch 95 Batch 36/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 95 Batch 37/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.010 Epoch 95 Batch 38/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 95 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 95 Batch 40/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.013 Epoch 95 Batch 41/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 95 Batch 42/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 95 Batch 43/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 95 Batch 44/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 95 Batch 45/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 95 Batch 46/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 95 Batch 47/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.005 Epoch 95 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 95 Batch 49/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 95 Batch 50/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 95 Batch 51/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.010 Epoch 95 Batch 52/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 95 Batch 53/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.011 Epoch 95 Batch 54/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 95 Batch 55/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.011 Epoch 95 Batch 56/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 95 Batch 57/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 95 Batch 58/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 95 Batch 59/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 95 Batch 60/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 95 Batch 61/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.009 Epoch 95 Batch 62/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 95 Batch 63/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.012 Epoch 95 Batch 64/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.010 Epoch 95 Batch 65/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.009 Epoch 95 Batch 66/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.012 Epoch 95 Batch 67/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 95 Batch 68/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 95 Batch 69/269 - Train Accuracy: 0.958, Validation Accuracy: 0.968, Loss: 0.011 Epoch 95 Batch 70/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 95 Batch 71/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.011 Epoch 95 Batch 72/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.014 Epoch 95 Batch 73/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 95 Batch 74/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 95 Batch 75/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 95 Batch 76/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 95 Batch 77/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 95 Batch 78/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 95 Batch 79/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 95 Batch 80/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 95 Batch 81/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 95 Batch 82/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 95 Batch 83/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.012 Epoch 95 Batch 84/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.008 Epoch 95 Batch 85/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.010 Epoch 95 Batch 86/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 95 Batch 87/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 95 Batch 88/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 95 Batch 89/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 95 Batch 90/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 95 Batch 91/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 95 Batch 92/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 95 Batch 93/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.007 Epoch 95 Batch 94/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.015 Epoch 95 Batch 95/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 95 Batch 96/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.014 Epoch 95 Batch 97/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 95 Batch 98/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 95 Batch 99/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 95 Batch 100/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.012 Epoch 95 Batch 101/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.014 Epoch 95 Batch 102/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.008 Epoch 95 Batch 103/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 95 Batch 104/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 95 Batch 105/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 95 Batch 106/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.012 Epoch 95 Batch 107/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 95 Batch 108/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 95 Batch 109/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 95 Batch 110/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.008 Epoch 95 Batch 111/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 95 Batch 112/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 95 Batch 113/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.009 Epoch 95 Batch 114/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 95 Batch 115/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 95 Batch 116/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.007 Epoch 95 Batch 117/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.008 Epoch 95 Batch 118/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.008 Epoch 95 Batch 119/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.010 Epoch 95 Batch 120/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 95 Batch 121/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.011 Epoch 95 Batch 122/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.011 Epoch 95 Batch 123/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.011 Epoch 95 Batch 124/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 95 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.007 Epoch 95 Batch 126/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 95 Batch 127/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 95 Batch 128/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 95 Batch 129/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 95 Batch 130/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 95 Batch 131/269 - Train Accuracy: 0.961, Validation Accuracy: 0.965, Loss: 0.011 Epoch 95 Batch 132/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.014 Epoch 95 Batch 133/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 95 Batch 134/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 95 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 95 Batch 136/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 95 Batch 137/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 95 Batch 138/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 95 Batch 139/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 95 Batch 140/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.008 Epoch 95 Batch 141/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 95 Batch 142/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.010 Epoch 95 Batch 143/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 95 Batch 144/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.008 Epoch 95 Batch 145/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 95 Batch 146/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 95 Batch 147/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 95 Batch 148/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 95 Batch 149/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 95 Batch 150/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.011 Epoch 95 Batch 151/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 95 Batch 152/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 95 Batch 153/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 95 Batch 154/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.008 Epoch 95 Batch 155/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.010 Epoch 95 Batch 156/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.011 Epoch 95 Batch 157/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 95 Batch 158/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 95 Batch 159/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 95 Batch 160/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 95 Batch 161/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 95 Batch 162/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 95 Batch 163/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.007 Epoch 95 Batch 164/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 95 Batch 165/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.008 Epoch 95 Batch 166/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.009 Epoch 95 Batch 167/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 95 Batch 168/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 95 Batch 169/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 95 Batch 170/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 95 Batch 171/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 95 Batch 172/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 95 Batch 173/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 95 Batch 174/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.009 Epoch 95 Batch 175/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 95 Batch 176/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.006 Epoch 95 Batch 177/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 95 Batch 178/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.012 Epoch 95 Batch 179/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.007 Epoch 95 Batch 180/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 95 Batch 181/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.011 Epoch 95 Batch 182/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 95 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 95 Batch 184/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 95 Batch 185/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.013 Epoch 95 Batch 186/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 95 Batch 187/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 95 Batch 188/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 95 Batch 189/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 95 Batch 190/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 95 Batch 191/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 95 Batch 192/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 95 Batch 193/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 95 Batch 194/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 95 Batch 195/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.009 Epoch 95 Batch 196/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 95 Batch 197/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.010 Epoch 95 Batch 198/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.007 Epoch 95 Batch 199/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 95 Batch 200/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.007 Epoch 95 Batch 201/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 95 Batch 202/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.010 Epoch 95 Batch 203/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 95 Batch 204/269 - Train Accuracy: 0.981, Validation Accuracy: 0.960, Loss: 0.006 Epoch 95 Batch 205/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.007 Epoch 95 Batch 206/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 95 Batch 207/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 95 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.012 Epoch 95 Batch 209/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.008 Epoch 95 Batch 210/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 95 Batch 211/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.009 Epoch 95 Batch 212/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 95 Batch 213/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 95 Batch 214/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 95 Batch 215/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 95 Batch 216/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 95 Batch 217/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.013 Epoch 95 Batch 218/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 95 Batch 219/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.007 Epoch 95 Batch 220/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 95 Batch 221/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 95 Batch 222/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 95 Batch 223/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.004 Epoch 95 Batch 224/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.015 Epoch 95 Batch 225/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 95 Batch 226/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.010 Epoch 95 Batch 227/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 95 Batch 228/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 95 Batch 229/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 95 Batch 230/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 95 Batch 231/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 95 Batch 232/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.007 Epoch 95 Batch 233/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.012 Epoch 95 Batch 234/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 95 Batch 235/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.007 Epoch 95 Batch 236/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.009 Epoch 95 Batch 237/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.007 Epoch 95 Batch 238/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.009 Epoch 95 Batch 239/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.008 Epoch 95 Batch 240/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.008 Epoch 95 Batch 241/269 - Train Accuracy: 0.959, Validation Accuracy: 0.969, Loss: 0.011 Epoch 95 Batch 242/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 95 Batch 243/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 95 Batch 244/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.008 Epoch 95 Batch 245/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.008 Epoch 95 Batch 246/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 95 Batch 247/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 95 Batch 248/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 95 Batch 249/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 95 Batch 250/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 95 Batch 251/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 95 Batch 252/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.005 Epoch 95 Batch 253/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.009 Epoch 95 Batch 254/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 95 Batch 255/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 95 Batch 256/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.007 Epoch 95 Batch 257/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.012 Epoch 95 Batch 258/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 95 Batch 259/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 95 Batch 260/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 95 Batch 261/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.006 Epoch 95 Batch 262/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 95 Batch 263/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.012 Epoch 95 Batch 264/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.010 Epoch 95 Batch 265/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 95 Batch 266/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 95 Batch 267/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 96 Batch 0/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.013 Epoch 96 Batch 1/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 96 Batch 2/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 96 Batch 3/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 96 Batch 4/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 96 Batch 5/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 96 Batch 6/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 96 Batch 7/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 96 Batch 8/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 96 Batch 9/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.007 Epoch 96 Batch 10/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 96 Batch 11/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 96 Batch 12/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.012 Epoch 96 Batch 13/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.007 Epoch 96 Batch 14/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 96 Batch 15/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 96 Batch 16/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.013 Epoch 96 Batch 17/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 96 Batch 18/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 96 Batch 19/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 96 Batch 20/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 96 Batch 21/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 96 Batch 22/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 96 Batch 23/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 96 Batch 24/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 96 Batch 25/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 96 Batch 26/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 96 Batch 27/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.008 Epoch 96 Batch 28/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.010 Epoch 96 Batch 29/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.010 Epoch 96 Batch 30/269 - Train Accuracy: 0.964, Validation Accuracy: 0.970, Loss: 0.009 Epoch 96 Batch 31/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 96 Batch 32/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 96 Batch 33/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.006 Epoch 96 Batch 34/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 96 Batch 35/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.011 Epoch 96 Batch 36/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 96 Batch 37/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 96 Batch 38/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.009 Epoch 96 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 96 Batch 40/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 96 Batch 41/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 96 Batch 42/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 96 Batch 43/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 96 Batch 44/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 96 Batch 45/269 - Train Accuracy: 0.961, Validation Accuracy: 0.969, Loss: 0.010 Epoch 96 Batch 46/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 96 Batch 47/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.005 Epoch 96 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 96 Batch 49/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.007 Epoch 96 Batch 50/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 96 Batch 51/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 96 Batch 52/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 96 Batch 53/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.011 Epoch 96 Batch 54/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.009 Epoch 96 Batch 55/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 96 Batch 56/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.012 Epoch 96 Batch 57/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.011 Epoch 96 Batch 58/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 96 Batch 59/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.007 Epoch 96 Batch 60/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 96 Batch 61/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 96 Batch 62/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 96 Batch 63/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 96 Batch 64/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 96 Batch 65/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 96 Batch 66/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 96 Batch 67/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 96 Batch 68/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 96 Batch 69/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 96 Batch 70/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 96 Batch 71/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 96 Batch 72/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.007 Epoch 96 Batch 73/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.009 Epoch 96 Batch 74/269 - Train Accuracy: 0.978, Validation Accuracy: 0.956, Loss: 0.006 Epoch 96 Batch 75/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.008 Epoch 96 Batch 76/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.007 Epoch 96 Batch 77/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.010 Epoch 96 Batch 78/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 96 Batch 79/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.010 Epoch 96 Batch 80/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.006 Epoch 96 Batch 81/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 96 Batch 82/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.008 Epoch 96 Batch 83/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 96 Batch 84/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 96 Batch 85/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 96 Batch 86/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 96 Batch 87/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 96 Batch 88/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 96 Batch 89/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 96 Batch 90/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 96 Batch 91/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 96 Batch 92/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.006 Epoch 96 Batch 93/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 96 Batch 94/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 96 Batch 95/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 96 Batch 96/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 96 Batch 97/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 96 Batch 98/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 96 Batch 99/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 96 Batch 100/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 96 Batch 101/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 96 Batch 102/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.007 Epoch 96 Batch 103/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.008 Epoch 96 Batch 104/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 96 Batch 105/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 96 Batch 106/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 96 Batch 107/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 96 Batch 108/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 96 Batch 109/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 96 Batch 110/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 96 Batch 111/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 96 Batch 112/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 96 Batch 113/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.006 Epoch 96 Batch 114/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 96 Batch 115/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 96 Batch 116/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.007 Epoch 96 Batch 117/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 96 Batch 118/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.005 Epoch 96 Batch 119/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.008 Epoch 96 Batch 120/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 96 Batch 121/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.005 Epoch 96 Batch 122/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.006 Epoch 96 Batch 123/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 96 Batch 124/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 96 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 96 Batch 126/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 96 Batch 127/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 96 Batch 128/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.009 Epoch 96 Batch 129/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 96 Batch 130/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.009 Epoch 96 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 96 Batch 132/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 96 Batch 133/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.011 Epoch 96 Batch 134/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 96 Batch 135/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 96 Batch 136/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.009 Epoch 96 Batch 137/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 96 Batch 138/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 96 Batch 139/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 96 Batch 140/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 96 Batch 141/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.008 Epoch 96 Batch 142/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 96 Batch 143/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 96 Batch 144/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 96 Batch 145/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.004 Epoch 96 Batch 146/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.005 Epoch 96 Batch 147/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 96 Batch 148/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 96 Batch 149/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 96 Batch 150/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 96 Batch 151/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.007 Epoch 96 Batch 152/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.007 Epoch 96 Batch 153/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 96 Batch 154/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 96 Batch 155/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 96 Batch 156/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 96 Batch 157/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 96 Batch 158/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 96 Batch 159/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.013 Epoch 96 Batch 160/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 96 Batch 161/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.006 Epoch 96 Batch 162/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 96 Batch 163/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.007 Epoch 96 Batch 164/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 96 Batch 165/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.011 Epoch 96 Batch 166/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.007 Epoch 96 Batch 167/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.009 Epoch 96 Batch 168/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 96 Batch 169/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 96 Batch 170/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 96 Batch 171/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 96 Batch 172/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 96 Batch 173/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 96 Batch 174/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 96 Batch 175/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 96 Batch 176/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 96 Batch 177/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 96 Batch 178/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.007 Epoch 96 Batch 179/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.004 Epoch 96 Batch 180/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 96 Batch 181/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 96 Batch 182/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 96 Batch 183/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.007 Epoch 96 Batch 184/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 96 Batch 185/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.011 Epoch 96 Batch 186/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 96 Batch 187/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 96 Batch 188/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 96 Batch 189/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 96 Batch 190/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 96 Batch 191/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 96 Batch 192/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 96 Batch 193/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 96 Batch 194/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 96 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 96 Batch 196/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 96 Batch 197/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 96 Batch 198/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 96 Batch 199/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 96 Batch 200/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.006 Epoch 96 Batch 201/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 96 Batch 202/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 96 Batch 203/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 96 Batch 204/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.005 Epoch 96 Batch 205/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 96 Batch 206/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 96 Batch 207/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 96 Batch 208/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 96 Batch 209/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 96 Batch 210/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.005 Epoch 96 Batch 211/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 96 Batch 212/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 96 Batch 213/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 96 Batch 214/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 96 Batch 215/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.008 Epoch 96 Batch 216/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 96 Batch 217/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.011 Epoch 96 Batch 218/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.008 Epoch 96 Batch 219/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 96 Batch 220/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.006 Epoch 96 Batch 221/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 96 Batch 222/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.007 Epoch 96 Batch 223/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 96 Batch 224/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.011 Epoch 96 Batch 225/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 96 Batch 226/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.006 Epoch 96 Batch 227/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 96 Batch 228/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 96 Batch 229/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 96 Batch 230/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.005 Epoch 96 Batch 231/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 96 Batch 232/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 96 Batch 233/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.010 Epoch 96 Batch 234/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 96 Batch 235/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.006 Epoch 96 Batch 236/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.009 Epoch 96 Batch 237/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.011 Epoch 96 Batch 238/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 96 Batch 239/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 96 Batch 240/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 96 Batch 241/269 - Train Accuracy: 0.964, Validation Accuracy: 0.969, Loss: 0.011 Epoch 96 Batch 242/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.006 Epoch 96 Batch 243/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.005 Epoch 96 Batch 244/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 96 Batch 245/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 96 Batch 246/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 96 Batch 247/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 96 Batch 248/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 96 Batch 249/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.010 Epoch 96 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 96 Batch 251/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 96 Batch 252/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.006 Epoch 96 Batch 253/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 96 Batch 254/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 96 Batch 255/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 96 Batch 256/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 96 Batch 257/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.011 Epoch 96 Batch 258/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 96 Batch 259/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.006 Epoch 96 Batch 260/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 96 Batch 261/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.009 Epoch 96 Batch 262/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.011 Epoch 96 Batch 263/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 96 Batch 264/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 96 Batch 265/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.011 Epoch 96 Batch 266/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 96 Batch 267/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 97 Batch 0/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.005 Epoch 97 Batch 1/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.010 Epoch 97 Batch 2/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 97 Batch 3/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.010 Epoch 97 Batch 4/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 97 Batch 5/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 97 Batch 6/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 97 Batch 7/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 97 Batch 8/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.010 Epoch 97 Batch 9/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.010 Epoch 97 Batch 10/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 97 Batch 11/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.009 Epoch 97 Batch 12/269 - Train Accuracy: 0.972, Validation Accuracy: 0.973, Loss: 0.008 Epoch 97 Batch 13/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.006 Epoch 97 Batch 14/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.008 Epoch 97 Batch 15/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.004 Epoch 97 Batch 16/269 - Train Accuracy: 0.968, Validation Accuracy: 0.972, Loss: 0.013 Epoch 97 Batch 17/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.009 Epoch 97 Batch 18/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 97 Batch 19/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.009 Epoch 97 Batch 20/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.008 Epoch 97 Batch 21/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.011 Epoch 97 Batch 22/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 97 Batch 23/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 97 Batch 24/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 97 Batch 25/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.013 Epoch 97 Batch 26/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 97 Batch 27/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 97 Batch 28/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.011 Epoch 97 Batch 29/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.011 Epoch 97 Batch 30/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 97 Batch 31/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 97 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 97 Batch 33/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 97 Batch 34/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.009 Epoch 97 Batch 35/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 97 Batch 36/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.008 Epoch 97 Batch 37/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 97 Batch 38/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.005 Epoch 97 Batch 39/269 - Train Accuracy: 0.970, Validation Accuracy: 0.972, Loss: 0.008 Epoch 97 Batch 40/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 97 Batch 41/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.008 Epoch 97 Batch 42/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.010 Epoch 97 Batch 43/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 97 Batch 44/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.007 Epoch 97 Batch 45/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 97 Batch 46/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 97 Batch 47/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 97 Batch 48/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 97 Batch 49/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 97 Batch 50/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.010 Epoch 97 Batch 51/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 97 Batch 52/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 97 Batch 53/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 97 Batch 54/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.010 Epoch 97 Batch 55/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 97 Batch 56/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.010 Epoch 97 Batch 57/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 97 Batch 58/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 97 Batch 59/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 97 Batch 60/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 97 Batch 61/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 97 Batch 62/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 97 Batch 63/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 97 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 97 Batch 65/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 97 Batch 66/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 97 Batch 67/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 97 Batch 68/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 97 Batch 69/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.013 Epoch 97 Batch 70/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 97 Batch 71/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.012 Epoch 97 Batch 72/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.007 Epoch 97 Batch 73/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 97 Batch 74/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.007 Epoch 97 Batch 75/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.008 Epoch 97 Batch 76/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.007 Epoch 97 Batch 77/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.006 Epoch 97 Batch 78/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.007 Epoch 97 Batch 79/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 97 Batch 80/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 97 Batch 81/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 97 Batch 82/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.007 Epoch 97 Batch 83/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.007 Epoch 97 Batch 84/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 97 Batch 85/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.006 Epoch 97 Batch 86/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 97 Batch 87/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.012 Epoch 97 Batch 88/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.008 Epoch 97 Batch 89/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.011 Epoch 97 Batch 90/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.007 Epoch 97 Batch 91/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.011 Epoch 97 Batch 92/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.006 Epoch 97 Batch 93/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.006 Epoch 97 Batch 94/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.012 Epoch 97 Batch 95/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 97 Batch 96/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.007 Epoch 97 Batch 97/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 97 Batch 98/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 97 Batch 99/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.005 Epoch 97 Batch 100/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 97 Batch 101/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 97 Batch 102/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 97 Batch 103/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 97 Batch 104/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 97 Batch 105/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 97 Batch 106/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 97 Batch 107/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.008 Epoch 97 Batch 108/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 97 Batch 109/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 97 Batch 110/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 97 Batch 111/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 97 Batch 112/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.007 Epoch 97 Batch 113/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 97 Batch 114/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 97 Batch 115/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 97 Batch 116/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 97 Batch 117/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 97 Batch 118/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 97 Batch 119/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 97 Batch 120/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 97 Batch 121/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 97 Batch 122/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 97 Batch 123/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.007 Epoch 97 Batch 124/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 97 Batch 125/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.007 Epoch 97 Batch 126/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 97 Batch 127/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.010 Epoch 97 Batch 128/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 97 Batch 129/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.008 Epoch 97 Batch 130/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.009 Epoch 97 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.007 Epoch 97 Batch 132/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.011 Epoch 97 Batch 133/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 97 Batch 134/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.008 Epoch 97 Batch 135/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 97 Batch 136/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.008 Epoch 97 Batch 137/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.010 Epoch 97 Batch 138/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.009 Epoch 97 Batch 139/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.009 Epoch 97 Batch 140/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.009 Epoch 97 Batch 141/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.008 Epoch 97 Batch 142/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.009 Epoch 97 Batch 143/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 97 Batch 144/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 97 Batch 145/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 97 Batch 146/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 97 Batch 147/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.010 Epoch 97 Batch 148/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.009 Epoch 97 Batch 149/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.008 Epoch 97 Batch 150/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.010 Epoch 97 Batch 151/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 97 Batch 152/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 97 Batch 153/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.010 Epoch 97 Batch 154/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 97 Batch 155/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 97 Batch 156/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 97 Batch 157/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 97 Batch 158/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 97 Batch 159/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 97 Batch 160/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 97 Batch 161/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 97 Batch 162/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 97 Batch 163/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.006 Epoch 97 Batch 164/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.010 Epoch 97 Batch 165/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 97 Batch 166/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.009 Epoch 97 Batch 167/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.008 Epoch 97 Batch 168/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 97 Batch 169/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 97 Batch 170/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 97 Batch 171/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 97 Batch 172/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 97 Batch 173/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.008 Epoch 97 Batch 174/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 97 Batch 175/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 97 Batch 176/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 97 Batch 177/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 97 Batch 178/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 97 Batch 179/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 97 Batch 180/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 97 Batch 181/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 97 Batch 182/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 97 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.010 Epoch 97 Batch 184/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 97 Batch 185/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.010 Epoch 97 Batch 186/269 - Train Accuracy: 0.975, Validation Accuracy: 0.973, Loss: 0.008 Epoch 97 Batch 187/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.010 Epoch 97 Batch 188/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.010 Epoch 97 Batch 189/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.007 Epoch 97 Batch 190/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 97 Batch 191/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 97 Batch 192/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.008 Epoch 97 Batch 193/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 97 Batch 194/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 97 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 97 Batch 196/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 97 Batch 197/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 97 Batch 198/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 97 Batch 199/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 97 Batch 200/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 97 Batch 201/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 97 Batch 202/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 97 Batch 203/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.009 Epoch 97 Batch 204/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.008 Epoch 97 Batch 205/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 97 Batch 206/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 97 Batch 207/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 97 Batch 208/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 97 Batch 209/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 97 Batch 210/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.008 Epoch 97 Batch 211/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 97 Batch 212/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 97 Batch 213/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 97 Batch 214/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 97 Batch 215/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 97 Batch 216/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 97 Batch 217/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 97 Batch 218/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 97 Batch 219/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.009 Epoch 97 Batch 220/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 97 Batch 221/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 97 Batch 222/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.005 Epoch 97 Batch 223/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 97 Batch 224/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.010 Epoch 97 Batch 225/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 97 Batch 226/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.009 Epoch 97 Batch 227/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 97 Batch 228/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.007 Epoch 97 Batch 229/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 97 Batch 230/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 97 Batch 231/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 97 Batch 232/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 97 Batch 233/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 97 Batch 234/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 97 Batch 235/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.008 Epoch 97 Batch 236/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 97 Batch 237/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 97 Batch 238/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 97 Batch 239/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 97 Batch 240/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 97 Batch 241/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 97 Batch 242/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 97 Batch 243/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 97 Batch 244/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 97 Batch 245/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 97 Batch 246/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 97 Batch 247/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 97 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 97 Batch 249/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 97 Batch 250/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 97 Batch 251/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 97 Batch 252/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 97 Batch 253/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.012 Epoch 97 Batch 254/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 97 Batch 255/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.012 Epoch 97 Batch 256/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 97 Batch 257/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 97 Batch 258/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.006 Epoch 97 Batch 259/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 97 Batch 260/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 97 Batch 261/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 97 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 97 Batch 263/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 97 Batch 264/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 97 Batch 265/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.007 Epoch 97 Batch 266/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.007 Epoch 97 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 98 Batch 0/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.009 Epoch 98 Batch 1/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 98 Batch 2/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 98 Batch 3/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.010 Epoch 98 Batch 4/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.007 Epoch 98 Batch 5/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.007 Epoch 98 Batch 6/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.007 Epoch 98 Batch 7/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 98 Batch 8/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.011 Epoch 98 Batch 9/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 98 Batch 10/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.007 Epoch 98 Batch 11/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.008 Epoch 98 Batch 12/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.012 Epoch 98 Batch 13/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 98 Batch 14/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 98 Batch 15/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 98 Batch 16/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.012 Epoch 98 Batch 17/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 98 Batch 18/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 98 Batch 19/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 98 Batch 20/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.010 Epoch 98 Batch 21/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.009 Epoch 98 Batch 22/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 98 Batch 23/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.013 Epoch 98 Batch 24/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 98 Batch 25/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 98 Batch 26/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.012 Epoch 98 Batch 27/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 28/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.006 Epoch 98 Batch 29/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 98 Batch 30/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.014 Epoch 98 Batch 31/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 98 Batch 32/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 98 Batch 33/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 98 Batch 34/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 98 Batch 35/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 98 Batch 36/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 98 Batch 37/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.010 Epoch 98 Batch 38/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 98 Batch 39/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 40/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 41/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 42/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 43/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 98 Batch 44/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 98 Batch 45/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.009 Epoch 98 Batch 46/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.006 Epoch 98 Batch 47/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 98 Batch 48/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 98 Batch 49/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 98 Batch 50/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 98 Batch 51/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 52/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.005 Epoch 98 Batch 53/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 98 Batch 54/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 55/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 98 Batch 56/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 98 Batch 57/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 98 Batch 58/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 98 Batch 59/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.006 Epoch 98 Batch 60/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.008 Epoch 98 Batch 61/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 98 Batch 62/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 98 Batch 63/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 98 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 98 Batch 65/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.006 Epoch 98 Batch 66/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 98 Batch 67/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 98 Batch 68/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 98 Batch 69/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.013 Epoch 98 Batch 70/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.008 Epoch 98 Batch 71/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 98 Batch 72/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 98 Batch 73/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 98 Batch 74/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.007 Epoch 98 Batch 75/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.014 Epoch 98 Batch 76/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 98 Batch 77/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 98 Batch 78/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 98 Batch 79/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.010 Epoch 98 Batch 80/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 98 Batch 81/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.006 Epoch 98 Batch 82/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.007 Epoch 98 Batch 83/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.012 Epoch 98 Batch 84/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.006 Epoch 98 Batch 85/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.008 Epoch 98 Batch 86/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.006 Epoch 98 Batch 87/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 98 Batch 88/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.010 Epoch 98 Batch 89/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 98 Batch 90/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.008 Epoch 98 Batch 91/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 98 Batch 92/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.007 Epoch 98 Batch 93/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.006 Epoch 98 Batch 94/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.014 Epoch 98 Batch 95/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 98 Batch 96/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.008 Epoch 98 Batch 97/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 98 Batch 98/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.010 Epoch 98 Batch 99/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.014 Epoch 98 Batch 100/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 98 Batch 101/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.013 Epoch 98 Batch 102/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 98 Batch 103/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 98 Batch 104/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 98 Batch 105/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 98 Batch 106/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.009 Epoch 98 Batch 107/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.007 Epoch 98 Batch 108/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.012 Epoch 98 Batch 109/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 98 Batch 110/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 98 Batch 111/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 98 Batch 112/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 98 Batch 113/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.010 Epoch 98 Batch 114/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 98 Batch 115/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 98 Batch 116/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 98 Batch 117/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 98 Batch 118/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.006 Epoch 98 Batch 119/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 98 Batch 120/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 98 Batch 121/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.008 Epoch 98 Batch 122/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.011 Epoch 98 Batch 123/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 98 Batch 124/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 98 Batch 125/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.006 Epoch 98 Batch 126/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.008 Epoch 98 Batch 127/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 98 Batch 128/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.010 Epoch 98 Batch 129/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 98 Batch 130/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 98 Batch 131/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.011 Epoch 98 Batch 132/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.011 Epoch 98 Batch 133/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.009 Epoch 98 Batch 134/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.007 Epoch 98 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.007 Epoch 98 Batch 136/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.010 Epoch 98 Batch 137/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.010 Epoch 98 Batch 138/269 - Train Accuracy: 0.973, Validation Accuracy: 0.973, Loss: 0.008 Epoch 98 Batch 139/269 - Train Accuracy: 0.969, Validation Accuracy: 0.973, Loss: 0.008 Epoch 98 Batch 140/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 98 Batch 141/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.010 Epoch 98 Batch 142/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.010 Epoch 98 Batch 143/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 98 Batch 144/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 98 Batch 145/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.005 Epoch 98 Batch 146/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.009 Epoch 98 Batch 147/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.010 Epoch 98 Batch 148/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 98 Batch 149/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.008 Epoch 98 Batch 150/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 98 Batch 151/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 98 Batch 152/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 98 Batch 153/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.008 Epoch 98 Batch 154/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.007 Epoch 98 Batch 155/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.006 Epoch 98 Batch 156/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.012 Epoch 98 Batch 157/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 98 Batch 158/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 159/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 98 Batch 160/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 161/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.012 Epoch 98 Batch 162/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.009 Epoch 98 Batch 163/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.013 Epoch 98 Batch 164/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 98 Batch 166/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 167/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 98 Batch 168/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.010 Epoch 98 Batch 169/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 98 Batch 170/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.013 Epoch 98 Batch 171/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 98 Batch 172/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.010 Epoch 98 Batch 173/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.009 Epoch 98 Batch 174/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 98 Batch 175/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.013 Epoch 98 Batch 176/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.008 Epoch 98 Batch 177/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.009 Epoch 98 Batch 178/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.008 Epoch 98 Batch 179/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.006 Epoch 98 Batch 180/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.008 Epoch 98 Batch 181/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.011 Epoch 98 Batch 182/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 98 Batch 183/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.006 Epoch 98 Batch 184/269 - Train Accuracy: 0.966, Validation Accuracy: 0.971, Loss: 0.008 Epoch 98 Batch 185/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.009 Epoch 98 Batch 186/269 - Train Accuracy: 0.975, Validation Accuracy: 0.973, Loss: 0.008 Epoch 98 Batch 187/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.008 Epoch 98 Batch 188/269 - Train Accuracy: 0.975, Validation Accuracy: 0.973, Loss: 0.010 Epoch 98 Batch 189/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.007 Epoch 98 Batch 190/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.008 Epoch 98 Batch 191/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.009 Epoch 98 Batch 192/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.006 Epoch 98 Batch 193/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.007 Epoch 98 Batch 194/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.010 Epoch 98 Batch 195/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.008 Epoch 98 Batch 196/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.009 Epoch 98 Batch 197/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.009 Epoch 98 Batch 198/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 98 Batch 199/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.015 Epoch 98 Batch 200/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.007 Epoch 98 Batch 201/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 98 Batch 202/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 98 Batch 203/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 98 Batch 204/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.008 Epoch 98 Batch 205/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 98 Batch 206/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 98 Batch 207/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 98 Batch 208/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.012 Epoch 98 Batch 209/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.008 Epoch 98 Batch 210/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.009 Epoch 98 Batch 211/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 98 Batch 212/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.011 Epoch 98 Batch 213/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 98 Batch 214/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 98 Batch 215/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 98 Batch 216/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 98 Batch 217/269 - Train Accuracy: 0.962, Validation Accuracy: 0.966, Loss: 0.012 Epoch 98 Batch 218/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.008 Epoch 98 Batch 219/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 98 Batch 220/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 98 Batch 221/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.006 Epoch 98 Batch 222/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 98 Batch 223/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.005 Epoch 98 Batch 224/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 98 Batch 225/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 226/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 98 Batch 227/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.013 Epoch 98 Batch 228/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.006 Epoch 98 Batch 229/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 98 Batch 230/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 98 Batch 231/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 98 Batch 232/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 98 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 234/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.007 Epoch 98 Batch 235/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.004 Epoch 98 Batch 236/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.007 Epoch 98 Batch 237/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 98 Batch 238/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 98 Batch 239/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.009 Epoch 98 Batch 240/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.008 Epoch 98 Batch 241/269 - Train Accuracy: 0.962, Validation Accuracy: 0.971, Loss: 0.010 Epoch 98 Batch 242/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 98 Batch 243/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 98 Batch 244/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 98 Batch 245/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 246/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.012 Epoch 98 Batch 247/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 98 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 98 Batch 249/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 250/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 98 Batch 251/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.010 Epoch 98 Batch 252/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 98 Batch 253/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.008 Epoch 98 Batch 254/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.010 Epoch 98 Batch 255/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.008 Epoch 98 Batch 256/269 - Train Accuracy: 0.972, Validation Accuracy: 0.973, Loss: 0.010 Epoch 98 Batch 257/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.010 Epoch 98 Batch 258/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 98 Batch 259/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 98 Batch 260/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 98 Batch 261/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 98 Batch 262/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 98 Batch 263/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 98 Batch 264/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 265/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 98 Batch 266/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 98 Batch 267/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.010 Epoch 99 Batch 0/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 99 Batch 1/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.006 Epoch 99 Batch 2/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 99 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 99 Batch 4/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 5/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 99 Batch 6/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 99 Batch 7/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 99 Batch 8/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.012 Epoch 99 Batch 9/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 99 Batch 10/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 99 Batch 11/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 99 Batch 12/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 99 Batch 13/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 99 Batch 14/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 99 Batch 15/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 99 Batch 16/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.012 Epoch 99 Batch 17/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 99 Batch 18/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 99 Batch 19/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.006 Epoch 99 Batch 20/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 99 Batch 21/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.007 Epoch 99 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 99 Batch 23/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 24/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 99 Batch 25/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 99 Batch 26/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 99 Batch 27/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 99 Batch 28/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 99 Batch 29/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.009 Epoch 99 Batch 30/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.009 Epoch 99 Batch 31/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 99 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 99 Batch 33/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 99 Batch 34/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.008 Epoch 99 Batch 35/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.011 Epoch 99 Batch 36/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.008 Epoch 99 Batch 37/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.008 Epoch 99 Batch 38/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.007 Epoch 99 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.007 Epoch 99 Batch 40/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.008 Epoch 99 Batch 41/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.008 Epoch 99 Batch 42/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 99 Batch 43/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 99 Batch 44/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.009 Epoch 99 Batch 45/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 99 Batch 46/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 99 Batch 47/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 99 Batch 49/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 99 Batch 50/269 - Train Accuracy: 0.965, Validation Accuracy: 0.971, Loss: 0.010 Epoch 99 Batch 51/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 99 Batch 52/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 99 Batch 53/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 99 Batch 54/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 55/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 56/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.009 Epoch 99 Batch 57/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 99 Batch 58/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 99 Batch 59/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 99 Batch 60/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 99 Batch 61/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.009 Epoch 99 Batch 62/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 99 Batch 63/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.008 Epoch 99 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 99 Batch 65/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 99 Batch 66/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 67/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 99 Batch 68/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 99 Batch 69/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.011 Epoch 99 Batch 70/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 99 Batch 71/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 99 Batch 72/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 99 Batch 73/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 99 Batch 74/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 99 Batch 75/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 99 Batch 76/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 99 Batch 77/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 99 Batch 78/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 99 Batch 79/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.008 Epoch 99 Batch 80/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 99 Batch 81/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 99 Batch 82/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 99 Batch 83/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 99 Batch 84/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 99 Batch 85/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 86/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 99 Batch 87/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 99 Batch 88/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.005 Epoch 99 Batch 89/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 99 Batch 90/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 99 Batch 91/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 99 Batch 92/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.008 Epoch 99 Batch 93/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.005 Epoch 99 Batch 94/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 99 Batch 95/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 99 Batch 96/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 99 Batch 97/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 99 Batch 98/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.009 Epoch 99 Batch 99/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 99 Batch 100/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 99 Batch 101/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 99 Batch 102/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 99 Batch 103/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 99 Batch 104/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 99 Batch 105/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.008 Epoch 99 Batch 106/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 99 Batch 107/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.009 Epoch 99 Batch 108/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 99 Batch 109/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.012 Epoch 99 Batch 110/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 99 Batch 111/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 99 Batch 112/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 99 Batch 113/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 99 Batch 114/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 99 Batch 115/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 99 Batch 116/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.009 Epoch 99 Batch 117/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.006 Epoch 99 Batch 118/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.007 Epoch 99 Batch 119/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.013 Epoch 99 Batch 120/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 99 Batch 121/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 99 Batch 122/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.008 Epoch 99 Batch 123/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.010 Epoch 99 Batch 124/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.007 Epoch 99 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 99 Batch 126/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 99 Batch 127/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 99 Batch 128/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.010 Epoch 99 Batch 129/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 99 Batch 130/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 99 Batch 131/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 99 Batch 132/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 99 Batch 133/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 99 Batch 134/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 99 Batch 135/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.006 Epoch 99 Batch 136/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.008 Epoch 99 Batch 137/269 - Train Accuracy: 0.969, Validation Accuracy: 0.972, Loss: 0.007 Epoch 99 Batch 138/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.006 Epoch 99 Batch 139/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.007 Epoch 99 Batch 140/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.009 Epoch 99 Batch 141/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.009 Epoch 99 Batch 142/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.010 Epoch 99 Batch 143/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.008 Epoch 99 Batch 144/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.006 Epoch 99 Batch 145/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.008 Epoch 99 Batch 146/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 99 Batch 147/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.008 Epoch 99 Batch 148/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 99 Batch 149/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 99 Batch 150/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.010 Epoch 99 Batch 151/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.009 Epoch 99 Batch 152/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.006 Epoch 99 Batch 153/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 99 Batch 154/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 99 Batch 155/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 99 Batch 156/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 99 Batch 157/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 99 Batch 158/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.008 Epoch 99 Batch 159/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 99 Batch 160/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 99 Batch 161/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 99 Batch 162/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.007 Epoch 99 Batch 163/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 99 Batch 164/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 99 Batch 165/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.011 Epoch 99 Batch 166/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 99 Batch 167/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 99 Batch 168/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 99 Batch 169/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.006 Epoch 99 Batch 170/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 99 Batch 171/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 172/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 99 Batch 173/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 99 Batch 174/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 99 Batch 175/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.009 Epoch 99 Batch 176/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.008 Epoch 99 Batch 177/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.007 Epoch 99 Batch 178/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.008 Epoch 99 Batch 179/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.008 Epoch 99 Batch 180/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.006 Epoch 99 Batch 181/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.011 Epoch 99 Batch 182/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 99 Batch 183/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.007 Epoch 99 Batch 184/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 185/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.007 Epoch 99 Batch 186/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.006 Epoch 99 Batch 187/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 99 Batch 188/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 99 Batch 189/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.007 Epoch 99 Batch 190/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.007 Epoch 99 Batch 191/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 99 Batch 192/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 99 Batch 193/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 99 Batch 194/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 99 Batch 195/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 99 Batch 196/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 99 Batch 197/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 99 Batch 198/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 99 Batch 199/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 99 Batch 200/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.007 Epoch 99 Batch 201/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.008 Epoch 99 Batch 202/269 - Train Accuracy: 0.966, Validation Accuracy: 0.971, Loss: 0.008 Epoch 99 Batch 203/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 99 Batch 204/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 99 Batch 205/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 99 Batch 206/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.009 Epoch 99 Batch 207/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 99 Batch 208/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 99 Batch 209/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 99 Batch 210/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.005 Epoch 99 Batch 211/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 99 Batch 212/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 213/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 214/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 215/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 99 Batch 216/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 99 Batch 217/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 218/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.007 Epoch 99 Batch 219/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.008 Epoch 99 Batch 220/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 99 Batch 221/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 99 Batch 222/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 99 Batch 223/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.008 Epoch 99 Batch 224/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 99 Batch 225/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 99 Batch 226/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.008 Epoch 99 Batch 227/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 99 Batch 228/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.006 Epoch 99 Batch 229/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 99 Batch 230/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.009 Epoch 99 Batch 231/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 99 Batch 232/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 99 Batch 233/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 234/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 99 Batch 235/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.004 Epoch 99 Batch 236/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 99 Batch 237/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 99 Batch 238/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 99 Batch 239/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.007 Epoch 99 Batch 240/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 99 Batch 241/269 - Train Accuracy: 0.960, Validation Accuracy: 0.966, Loss: 0.011 Epoch 99 Batch 242/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.005 Epoch 99 Batch 243/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 99 Batch 244/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 99 Batch 245/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.007 Epoch 99 Batch 246/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 247/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 99 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 99 Batch 249/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 99 Batch 250/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.008 Epoch 99 Batch 251/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.011 Epoch 99 Batch 252/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.006 Epoch 99 Batch 253/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 99 Batch 254/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.011 Epoch 99 Batch 255/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 99 Batch 256/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 99 Batch 257/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 99 Batch 258/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.007 Epoch 99 Batch 259/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 99 Batch 260/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 99 Batch 261/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.007 Epoch 99 Batch 262/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 99 Batch 263/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 99 Batch 264/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.012 Epoch 99 Batch 265/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 99 Batch 266/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 99 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 <<<<<<< HEAD =======Epoch 0 Batch 0/269 - Train Accuracy: 0.271, Validation Accuracy: 0.336, Loss: 5.846 Epoch 0 Batch 1/269 - Train Accuracy: 0.265, Validation Accuracy: 0.340, Loss: 5.704 Epoch 0 Batch 2/269 - Train Accuracy: 0.297, Validation Accuracy: 0.340, Loss: 5.511 Epoch 0 Batch 3/269 - Train Accuracy: 0.276, Validation Accuracy: 0.340, Loss: 5.349 Epoch 0 Batch 4/269 - Train Accuracy: 0.266, Validation Accuracy: 0.340, Loss: 5.171 Epoch 0 Batch 5/269 - Train Accuracy: 0.266, Validation Accuracy: 0.340, Loss: 4.983 Epoch 0 Batch 6/269 - Train Accuracy: 0.310, Validation Accuracy: 0.340, Loss: 4.662 Epoch 0 Batch 7/269 - Train Accuracy: 0.309, Validation Accuracy: 0.341, Loss: 4.493 Epoch 0 Batch 8/269 - Train Accuracy: 0.276, Validation Accuracy: 0.341, Loss: 4.468 Epoch 0 Batch 9/269 - Train Accuracy: 0.301, Validation Accuracy: 0.342, Loss: 4.228 Epoch 0 Batch 10/269 - Train Accuracy: 0.269, Validation Accuracy: 0.342, Loss: 4.235 Epoch 0 Batch 11/269 - Train Accuracy: 0.308, Validation Accuracy: 0.343, Loss: 3.980 Epoch 0 Batch 12/269 - Train Accuracy: 0.281, Validation Accuracy: 0.343, Loss: 4.011 Epoch 0 Batch 13/269 - Train Accuracy: 0.344, Validation Accuracy: 0.343, Loss: 3.616 Epoch 0 Batch 14/269 - Train Accuracy: 0.305, Validation Accuracy: 0.343, Loss: 3.717 Epoch 0 Batch 15/269 - Train Accuracy: 0.296, Validation Accuracy: 0.343, Loss: 3.675 Epoch 0 Batch 16/269 - Train Accuracy: 0.310, Validation Accuracy: 0.342, Loss: 3.554 Epoch 0 Batch 17/269 - Train Accuracy: 0.301, Validation Accuracy: 0.342, Loss: 3.522 Epoch 0 Batch 18/269 - Train Accuracy: 0.270, Validation Accuracy: 0.342, Loss: 3.620 Epoch 0 Batch 19/269 - Train Accuracy: 0.340, Validation Accuracy: 0.342, Loss: 3.265 Epoch 0 Batch 20/269 - Train Accuracy: 0.275, Validation Accuracy: 0.343, Loss: 3.495 Epoch 0 Batch 21/269 - Train Accuracy: 0.277, Validation Accuracy: 0.343, Loss: 3.470 Epoch 0 Batch 22/269 - Train Accuracy: 0.315, Validation Accuracy: 0.343, Loss: 3.266 Epoch 0 Batch 23/269 - Train Accuracy: 0.326, Validation Accuracy: 0.343, Loss: 3.225 Epoch 0 Batch 24/269 - Train Accuracy: 0.272, Validation Accuracy: 0.343, Loss: 3.366 Epoch 0 Batch 25/269 - Train Accuracy: 0.278, Validation Accuracy: 0.343, Loss: 3.339 Epoch 0 Batch 26/269 - Train Accuracy: 0.354, Validation Accuracy: 0.352, Loss: 3.018 Epoch 0 Batch 27/269 - Train Accuracy: 0.332, Validation Accuracy: 0.366, Loss: 3.142 Epoch 0 Batch 28/269 - Train Accuracy: 0.296, Validation Accuracy: 0.373, Loss: 3.300 Epoch 0 Batch 29/269 - Train Accuracy: 0.307, Validation Accuracy: 0.374, Loss: 3.231 Epoch 0 Batch 30/269 - Train Accuracy: 0.335, Validation Accuracy: 0.374, Loss: 3.081 Epoch 0 Batch 31/269 - Train Accuracy: 0.346, Validation Accuracy: 0.375, Loss: 3.047 Epoch 0 Batch 32/269 - Train Accuracy: 0.333, Validation Accuracy: 0.371, Loss: 3.060 Epoch 0 Batch 33/269 - Train Accuracy: 0.344, Validation Accuracy: 0.373, Loss: 2.963 Epoch 0 Batch 34/269 - Train Accuracy: 0.348, Validation Accuracy: 0.380, Loss: 2.973 Epoch 0 Batch 35/269 - Train Accuracy: 0.351, Validation Accuracy: 0.380, Loss: 2.944 Epoch 0 Batch 36/269 - Train Accuracy: 0.350, Validation Accuracy: 0.381, Loss: 2.936 Epoch 0 Batch 37/269 - Train Accuracy: 0.353, Validation Accuracy: 0.382, Loss: 2.929 Epoch 0 Batch 38/269 - Train Accuracy: 0.354, Validation Accuracy: 0.386, Loss: 2.923 Epoch 0 Batch 39/269 - Train Accuracy: 0.355, Validation Accuracy: 0.389, Loss: 2.890 Epoch 0 Batch 40/269 - Train Accuracy: 0.333, Validation Accuracy: 0.395, Loss: 3.014 Epoch 0 Batch 41/269 - Train Accuracy: 0.365, Validation Accuracy: 0.398, Loss: 2.889 Epoch 0 Batch 42/269 - Train Accuracy: 0.395, Validation Accuracy: 0.398, Loss: 2.756 Epoch 0 Batch 43/269 - Train Accuracy: 0.345, Validation Accuracy: 0.400, Loss: 2.971 Epoch 0 Batch 44/269 - Train Accuracy: 0.373, Validation Accuracy: 0.398, Loss: 2.846 Epoch 0 Batch 45/269 - Train Accuracy: 0.340, Validation Accuracy: 0.399, Loss: 2.965 Epoch 0 Batch 46/269 - Train Accuracy: 0.335, Validation Accuracy: 0.403, Loss: 2.980 Epoch 0 Batch 47/269 - Train Accuracy: 0.404, Validation Accuracy: 0.403, Loss: 2.690 Epoch 0 Batch 48/269 - Train Accuracy: 0.374, Validation Accuracy: 0.401, Loss: 2.783 Epoch 0 Batch 49/269 - Train Accuracy: 0.347, Validation Accuracy: 0.403, Loss: 2.920 Epoch 0 Batch 50/269 - Train Accuracy: 0.348, Validation Accuracy: 0.402, Loss: 2.917 Epoch 0 Batch 51/269 - Train Accuracy: 0.370, Validation Accuracy: 0.404, Loss: 2.808 Epoch 0 Batch 52/269 - Train Accuracy: 0.381, Validation Accuracy: 0.408, Loss: 2.763 Epoch 0 Batch 53/269 - Train Accuracy: 0.349, Validation Accuracy: 0.406, Loss: 2.891 Epoch 0 Batch 54/269 - Train Accuracy: 0.365, Validation Accuracy: 0.422, Loss: 2.888 Epoch 0 Batch 55/269 - Train Accuracy: 0.395, Validation Accuracy: 0.425, Loss: 2.745 Epoch 0 Batch 56/269 - Train Accuracy: 0.404, Validation Accuracy: 0.429, Loss: 2.742 Epoch 0 Batch 57/269 - Train Accuracy: 0.405, Validation Accuracy: 0.431, Loss: 2.741 Epoch 0 Batch 58/269 - Train Accuracy: 0.407, Validation Accuracy: 0.432, Loss: 2.722 Epoch 0 Batch 59/269 - Train Accuracy: 0.405, Validation Accuracy: 0.431, Loss: 2.703 Epoch 0 Batch 60/269 - Train Accuracy: 0.419, Validation Accuracy: 0.436, Loss: 2.635 Epoch 0 Batch 61/269 - Train Accuracy: 0.437, Validation Accuracy: 0.434, Loss: 2.572 Epoch 0 Batch 62/269 - Train Accuracy: 0.429, Validation Accuracy: 0.425, Loss: 2.602 Epoch 0 Batch 63/269 - Train Accuracy: 0.410, Validation Accuracy: 0.439, Loss: 2.702 Epoch 0 Batch 64/269 - Train Accuracy: 0.407, Validation Accuracy: 0.437, Loss: 2.681 Epoch 0 Batch 65/269 - Train Accuracy: 0.405, Validation Accuracy: 0.432, Loss: 2.660 Epoch 0 Batch 66/269 - Train Accuracy: 0.431, Validation Accuracy: 0.438, Loss: 2.594 Epoch 0 Batch 67/269 - Train Accuracy: 0.406, Validation Accuracy: 0.438, Loss: 2.672 Epoch 0 Batch 68/269 - Train Accuracy: 0.413, Validation Accuracy: 0.436, Loss: 2.671 Epoch 0 Batch 69/269 - Train Accuracy: 0.380, Validation Accuracy: 0.440, Loss: 2.805 Epoch 0 Batch 70/269 - Train Accuracy: 0.420, Validation Accuracy: 0.438, Loss: 2.621 Epoch 0 Batch 71/269 - Train Accuracy: 0.387, Validation Accuracy: 0.441, Loss: 2.769 Epoch 0 Batch 72/269 - Train Accuracy: 0.435, Validation Accuracy: 0.437, Loss: 2.532 Epoch 0 Batch 73/269 - Train Accuracy: 0.421, Validation Accuracy: 0.446, Loss: 2.633 Epoch 0 Batch 74/269 - Train Accuracy: 0.401, Validation Accuracy: 0.450, Loss: 2.712 Epoch 0 Batch 75/269 - Train Accuracy: 0.414, Validation Accuracy: 0.441, Loss: 2.593 Epoch 0 Batch 76/269 - Train Accuracy: 0.410, Validation Accuracy: 0.451, Loss: 2.642 Epoch 0 Batch 77/269 - Train Accuracy: 0.432, Validation Accuracy: 0.453, Loss: 2.574 Epoch 0 Batch 78/269 - Train Accuracy: 0.417, Validation Accuracy: 0.442, Loss: 2.602 Epoch 0 Batch 79/269 - Train Accuracy: 0.420, Validation Accuracy: 0.452, Loss: 2.599 Epoch 0 Batch 80/269 - Train Accuracy: 0.437, Validation Accuracy: 0.456, Loss: 2.517 Epoch 0 Batch 81/269 - Train Accuracy: 0.426, Validation Accuracy: 0.448, Loss: 2.581 Epoch 0 Batch 82/269 - Train Accuracy: 0.441, Validation Accuracy: 0.457, Loss: 2.530 Epoch 0 Batch 83/269 - Train Accuracy: 0.435, Validation Accuracy: 0.456, Loss: 2.505 Epoch 0 Batch 84/269 - Train Accuracy: 0.424, Validation Accuracy: 0.451, Loss: 2.533 Epoch 0 Batch 85/269 - Train Accuracy: 0.422, Validation Accuracy: 0.454, Loss: 2.551 Epoch 0 Batch 86/269 - Train Accuracy: 0.429, Validation Accuracy: 0.460, Loss: 2.535 Epoch 0 Batch 87/269 - Train Accuracy: 0.398, Validation Accuracy: 0.455, Loss: 2.679 Epoch 0 Batch 88/269 - Train Accuracy: 0.437, Validation Accuracy: 0.460, Loss: 2.504 Epoch 0 Batch 89/269 - Train Accuracy: 0.435, Validation Accuracy: 0.459, Loss: 2.475 Epoch 0 Batch 90/269 - Train Accuracy: 0.392, Validation Accuracy: 0.454, Loss: 2.635 Epoch 0 Batch 91/269 - Train Accuracy: 0.434, Validation Accuracy: 0.461, Loss: 2.516 Epoch 0 Batch 92/269 - Train Accuracy: 0.432, Validation Accuracy: 0.460, Loss: 2.471 Epoch 0 Batch 93/269 - Train Accuracy: 0.451, Validation Accuracy: 0.457, Loss: 2.397 Epoch 0 Batch 94/269 - Train Accuracy: 0.451, Validation Accuracy: 0.472, Loss: 2.497 Epoch 0 Batch 95/269 - Train Accuracy: 0.424, Validation Accuracy: 0.455, Loss: 2.443 Epoch 0 Batch 96/269 - Train Accuracy: 0.432, Validation Accuracy: 0.461, Loss: 2.476 Epoch 0 Batch 97/269 - Train Accuracy: 0.437, Validation Accuracy: 0.460, Loss: 2.443 Epoch 0 Batch 98/269 - Train Accuracy: 0.449, Validation Accuracy: 0.465, Loss: 2.407 Epoch 0 Batch 99/269 - Train Accuracy: 0.416, Validation Accuracy: 0.471, Loss: 2.570 Epoch 0 Batch 100/269 - Train Accuracy: 0.457, Validation Accuracy: 0.465, Loss: 2.359 Epoch 0 Batch 101/269 - Train Accuracy: 0.417, Validation Accuracy: 0.473, Loss: 2.543 Epoch 0 Batch 102/269 - Train Accuracy: 0.441, Validation Accuracy: 0.472, Loss: 2.400 Epoch 0 Batch 103/269 - Train Accuracy: 0.443, Validation Accuracy: 0.464, Loss: 2.393 Epoch 0 Batch 104/269 - Train Accuracy: 0.447, Validation Accuracy: 0.476, Loss: 2.402 Epoch 0 Batch 105/269 - Train Accuracy: 0.437, Validation Accuracy: 0.471, Loss: 2.399 Epoch 0 Batch 106/269 - Train Accuracy: 0.443, Validation Accuracy: 0.475, Loss: 2.416 Epoch 0 Batch 107/269 - Train Accuracy: 0.412, Validation Accuracy: 0.478, Loss: 2.519 Epoch 0 Batch 108/269 - Train Accuracy: 0.433, Validation Accuracy: 0.471, Loss: 2.380 Epoch 0 Batch 109/269 - Train Accuracy: 0.444, Validation Accuracy: 0.476, Loss: 2.400 Epoch 0 Batch 110/269 - Train Accuracy: 0.453, Validation Accuracy: 0.473, Loss: 2.355 Epoch 0 Batch 111/269 - Train Accuracy: 0.408, Validation Accuracy: 0.468, Loss: 2.497 Epoch 0 Batch 112/269 - Train Accuracy: 0.446, Validation Accuracy: 0.475, Loss: 2.353 Epoch 0 Batch 113/269 - Train Accuracy: 0.463, Validation Accuracy: 0.463, Loss: 2.241 Epoch 0 Batch 114/269 - Train Accuracy: 0.439, Validation Accuracy: 0.470, Loss: 2.347 Epoch 0 Batch 115/269 - Train Accuracy: 0.424, Validation Accuracy: 0.478, Loss: 2.443 Epoch 0 Batch 116/269 - Train Accuracy: 0.458, Validation Accuracy: 0.479, Loss: 2.325 Epoch 0 Batch 117/269 - Train Accuracy: 0.446, Validation Accuracy: 0.479, Loss: 2.344 Epoch 0 Batch 118/269 - Train Accuracy: 0.471, Validation Accuracy: 0.479, Loss: 2.260 Epoch 0 Batch 119/269 - Train Accuracy: 0.438, Validation Accuracy: 0.478, Loss: 2.404 Epoch 0 Batch 120/269 - Train Accuracy: 0.420, Validation Accuracy: 0.479, Loss: 2.426 Epoch 0 Batch 121/269 - Train Accuracy: 0.455, Validation Accuracy: 0.483, Loss: 2.303 Epoch 0 Batch 122/269 - Train Accuracy: 0.470, Validation Accuracy: 0.480, Loss: 2.263 Epoch 0 Batch 123/269 - Train Accuracy: 0.420, Validation Accuracy: 0.482, Loss: 2.422 Epoch 0 Batch 124/269 - Train Accuracy: 0.458, Validation Accuracy: 0.486, Loss: 2.280 Epoch 0 Batch 125/269 - Train Accuracy: 0.458, Validation Accuracy: 0.478, Loss: 2.258 Epoch 0 Batch 126/269 - Train Accuracy: 0.468, Validation Accuracy: 0.486, Loss: 2.254 Epoch 0 Batch 127/269 - Train Accuracy: 0.432, Validation Accuracy: 0.483, Loss: 2.370 Epoch 0 Batch 128/269 - Train Accuracy: 0.472, Validation Accuracy: 0.487, Loss: 2.251 Epoch 0 Batch 129/269 - Train Accuracy: 0.460, Validation Accuracy: 0.489, Loss: 2.288 Epoch 0 Batch 130/269 - Train Accuracy: 0.424, Validation Accuracy: 0.487, Loss: 2.400 Epoch 0 Batch 131/269 - Train Accuracy: 0.441, Validation Accuracy: 0.484, Loss: 2.342 Epoch 0 Batch 132/269 - Train Accuracy: 0.459, Validation Accuracy: 0.487, Loss: 2.265 Epoch 0 Batch 133/269 - Train Accuracy: 0.464, Validation Accuracy: 0.489, Loss: 2.227 Epoch 0 Batch 134/269 - Train Accuracy: 0.435, Validation Accuracy: 0.490, Loss: 2.315 Epoch 0 Batch 135/269 - Train Accuracy: 0.427, Validation Accuracy: 0.491, Loss: 2.382 Epoch 0 Batch 136/269 - Train Accuracy: 0.434, Validation Accuracy: 0.492, Loss: 2.344 Epoch 0 Batch 137/269 - Train Accuracy: 0.448, Validation Accuracy: 0.493, Loss: 2.327 Epoch 0 Batch 138/269 - Train Accuracy: 0.451, Validation Accuracy: 0.492, Loss: 2.273 Epoch 0 Batch 139/269 - Train Accuracy: 0.475, Validation Accuracy: 0.493, Loss: 2.180 Epoch 0 Batch 140/269 - Train Accuracy: 0.476, Validation Accuracy: 0.493, Loss: 2.198 Epoch 0 Batch 141/269 - Train Accuracy: 0.461, Validation Accuracy: 0.494, Loss: 2.246 Epoch 0 Batch 142/269 - Train Accuracy: 0.467, Validation Accuracy: 0.490, Loss: 2.180 Epoch 0 Batch 143/269 - Train Accuracy: 0.471, Validation Accuracy: 0.493, Loss: 2.202 Epoch 0 Batch 144/269 - Train Accuracy: 0.462, Validation Accuracy: 0.486, Loss: 2.181 Epoch 0 Batch 145/269 - Train Accuracy: 0.459, Validation Accuracy: 0.483, Loss: 2.204 Epoch 0 Batch 146/269 - Train Accuracy: 0.465, Validation Accuracy: 0.491, Loss: 2.181 Epoch 0 Batch 147/269 - Train Accuracy: 0.492, Validation Accuracy: 0.493, Loss: 2.089 Epoch 0 Batch 148/269 - Train Accuracy: 0.459, Validation Accuracy: 0.491, Loss: 2.223 Epoch 0 Batch 149/269 - Train Accuracy: 0.461, Validation Accuracy: 0.484, Loss: 2.173 Epoch 0 Batch 150/269 - Train Accuracy: 0.469, Validation Accuracy: 0.486, Loss: 2.187 Epoch 0 Batch 151/269 - Train Accuracy: 0.500, Validation Accuracy: 0.493, Loss: 2.073 Epoch 0 Batch 152/269 - Train Accuracy: 0.460, Validation Accuracy: 0.492, Loss: 2.164 Epoch 0 Batch 153/269 - Train Accuracy: 0.474, Validation Accuracy: 0.496, Loss: 2.157 Epoch 0 Batch 154/269 - Train Accuracy: 0.439, Validation Accuracy: 0.498, Loss: 2.285 Epoch 0 Batch 155/269 - Train Accuracy: 0.499, Validation Accuracy: 0.496, Loss: 2.027 Epoch 0 Batch 156/269 - Train Accuracy: 0.457, Validation Accuracy: 0.493, Loss: 2.202 Epoch 0 Batch 157/269 - Train Accuracy: 0.469, Validation Accuracy: 0.496, Loss: 2.152 Epoch 0 Batch 158/269 - Train Accuracy: 0.468, Validation Accuracy: 0.496, Loss: 2.117 Epoch 0 Batch 159/269 - Train Accuracy: 0.468, Validation Accuracy: 0.491, Loss: 2.138 Epoch 0 Batch 160/269 - Train Accuracy: 0.458, Validation Accuracy: 0.489, Loss: 2.160 Epoch 0 Batch 161/269 - Train Accuracy: 0.465, Validation Accuracy: 0.496, Loss: 2.163 Epoch 0 Batch 162/269 - Train Accuracy: 0.476, Validation Accuracy: 0.498, Loss: 2.114 Epoch 0 Batch 163/269 - Train Accuracy: 0.460, Validation Accuracy: 0.488, Loss: 2.120 Epoch 0 Batch 164/269 - Train Accuracy: 0.475, Validation Accuracy: 0.488, Loss: 2.127 Epoch 0 Batch 165/269 - Train Accuracy: 0.439, Validation Accuracy: 0.496, Loss: 2.213 Epoch 0 Batch 166/269 - Train Accuracy: 0.494, Validation Accuracy: 0.494, Loss: 1.988 Epoch 0 Batch 167/269 - Train Accuracy: 0.476, Validation Accuracy: 0.496, Loss: 2.102 Epoch 0 Batch 168/269 - Train Accuracy: 0.470, Validation Accuracy: 0.497, Loss: 2.125 Epoch 0 Batch 169/269 - Train Accuracy: 0.459, Validation Accuracy: 0.493, Loss: 2.098 Epoch 0 Batch 170/269 - Train Accuracy: 0.475, Validation Accuracy: 0.495, Loss: 2.097 Epoch 0 Batch 171/269 - Train Accuracy: 0.445, Validation Accuracy: 0.496, Loss: 2.170 Epoch 0 Batch 172/269 - Train Accuracy: 0.469, Validation Accuracy: 0.497, Loss: 2.093 Epoch 0 Batch 173/269 - Train Accuracy: 0.474, Validation Accuracy: 0.496, Loss: 2.084 Epoch 0 Batch 174/269 - Train Accuracy: 0.461, Validation Accuracy: 0.494, Loss: 2.106 Epoch 0 Batch 175/269 - Train Accuracy: 0.471, Validation Accuracy: 0.498, Loss: 2.100 Epoch 0 Batch 176/269 - Train Accuracy: 0.448, Validation Accuracy: 0.499, Loss: 2.163 Epoch 0 Batch 177/269 - Train Accuracy: 0.480, Validation Accuracy: 0.494, Loss: 2.012 Epoch 0 Batch 178/269 - Train Accuracy: 0.450, Validation Accuracy: 0.501, Loss: 2.152 Epoch 0 Batch 179/269 - Train Accuracy: 0.481, Validation Accuracy: 0.500, Loss: 2.060 Epoch 0 Batch 180/269 - Train Accuracy: 0.462, Validation Accuracy: 0.494, Loss: 2.051 Epoch 0 Batch 181/269 - Train Accuracy: 0.473, Validation Accuracy: 0.500, Loss: 2.044 Epoch 0 Batch 182/269 - Train Accuracy: 0.476, Validation Accuracy: 0.500, Loss: 2.060 Epoch 0 Batch 183/269 - Train Accuracy: 0.539, Validation Accuracy: 0.498, Loss: 1.797 Epoch 0 Batch 184/269 - Train Accuracy: 0.451, Validation Accuracy: 0.497, Loss: 2.129 Epoch 0 Batch 185/269 - Train Accuracy: 0.491, Validation Accuracy: 0.500, Loss: 2.003 Epoch 0 Batch 186/269 - Train Accuracy: 0.441, Validation Accuracy: 0.496, Loss: 2.135 Epoch 0 Batch 187/269 - Train Accuracy: 0.478, Validation Accuracy: 0.500, Loss: 1.988 Epoch 0 Batch 188/269 - Train Accuracy: 0.490, Validation Accuracy: 0.500, Loss: 1.959 Epoch 0 Batch 189/269 - Train Accuracy: 0.475, Validation Accuracy: 0.494, Loss: 2.005 Epoch 0 Batch 190/269 - Train Accuracy: 0.482, Validation Accuracy: 0.499, Loss: 2.013 Epoch 0 Batch 191/269 - Train Accuracy: 0.473, Validation Accuracy: 0.500, Loss: 2.033 Epoch 0 Batch 192/269 - Train Accuracy: 0.472, Validation Accuracy: 0.501, Loss: 2.023 Epoch 0 Batch 193/269 - Train Accuracy: 0.479, Validation Accuracy: 0.501, Loss: 2.009 Epoch 0 Batch 194/269 - Train Accuracy: 0.482, Validation Accuracy: 0.502, Loss: 2.024 Epoch 0 Batch 195/269 - Train Accuracy: 0.470, Validation Accuracy: 0.505, Loss: 2.044 Epoch 0 Batch 196/269 - Train Accuracy: 0.477, Validation Accuracy: 0.504, Loss: 1.981 Epoch 0 Batch 197/269 - Train Accuracy: 0.437, Validation Accuracy: 0.495, Loss: 2.083 Epoch 0 Batch 198/269 - Train Accuracy: 0.451, Validation Accuracy: 0.502, Loss: 2.138 Epoch 0 Batch 199/269 - Train Accuracy: 0.470, Validation Accuracy: 0.502, Loss: 2.035 Epoch 0 Batch 200/269 - Train Accuracy: 0.453, Validation Accuracy: 0.496, Loss: 2.056 Epoch 0 Batch 201/269 - Train Accuracy: 0.483, Validation Accuracy: 0.503, Loss: 1.991 Epoch 0 Batch 202/269 - Train Accuracy: 0.469, Validation Accuracy: 0.501, Loss: 2.009 Epoch 0 Batch 203/269 - Train Accuracy: 0.464, Validation Accuracy: 0.505, Loss: 2.054 Epoch 0 Batch 204/269 - Train Accuracy: 0.460, Validation Accuracy: 0.504, Loss: 2.049 Epoch 0 Batch 205/269 - Train Accuracy: 0.473, Validation Accuracy: 0.504, Loss: 1.971 Epoch 0 Batch 206/269 - Train Accuracy: 0.449, Validation Accuracy: 0.503, Loss: 2.086 Epoch 0 Batch 207/269 - Train Accuracy: 0.500, Validation Accuracy: 0.505, Loss: 1.886 Epoch 0 Batch 208/269 - Train Accuracy: 0.448, Validation Accuracy: 0.502, Loss: 2.076 Epoch 0 Batch 209/269 - Train Accuracy: 0.458, Validation Accuracy: 0.505, Loss: 2.026 Epoch 0 Batch 210/269 - Train Accuracy: 0.479, Validation Accuracy: 0.503, Loss: 1.938 Epoch 0 Batch 211/269 - Train Accuracy: 0.480, Validation Accuracy: 0.506, Loss: 1.942 Epoch 0 Batch 212/269 - Train Accuracy: 0.501, Validation Accuracy: 0.508, Loss: 1.885 Epoch 0 Batch 213/269 - Train Accuracy: 0.487, Validation Accuracy: 0.508, Loss: 1.912 Epoch 0 Batch 214/269 - Train Accuracy: 0.491, Validation Accuracy: 0.506, Loss: 1.914 Epoch 0 Batch 215/269 - Train Accuracy: 0.514, Validation Accuracy: 0.507, Loss: 1.814 Epoch 0 Batch 216/269 - Train Accuracy: 0.454, Validation Accuracy: 0.508, Loss: 2.044 Epoch 0 Batch 217/269 - Train Accuracy: 0.446, Validation Accuracy: 0.501, Loss: 2.014 Epoch 0 Batch 218/269 - Train Accuracy: 0.463, Validation Accuracy: 0.498, Loss: 2.017 Epoch 0 Batch 219/269 - Train Accuracy: 0.449, Validation Accuracy: 0.494, Loss: 1.995 Epoch 0 Batch 220/269 - Train Accuracy: 0.495, Validation Accuracy: 0.498, Loss: 1.869 Epoch 0 Batch 221/269 - Train Accuracy: 0.489, Validation Accuracy: 0.508, Loss: 1.909 Epoch 0 Batch 222/269 - Train Accuracy: 0.491, Validation Accuracy: 0.505, Loss: 1.851 Epoch 0 Batch 223/269 - Train Accuracy: 0.485, Validation Accuracy: 0.503, Loss: 1.854 Epoch 0 Batch 224/269 - Train Accuracy: 0.480, Validation Accuracy: 0.500, Loss: 1.901 Epoch 0 Batch 225/269 - Train Accuracy: 0.462, Validation Accuracy: 0.509, Loss: 1.971 Epoch 0 Batch 226/269 - Train Accuracy: 0.482, Validation Accuracy: 0.508, Loss: 1.869 Epoch 0 Batch 227/269 - Train Accuracy: 0.546, Validation Accuracy: 0.502, Loss: 1.639 Epoch 0 Batch 228/269 - Train Accuracy: 0.484, Validation Accuracy: 0.510, Loss: 1.902 Epoch 0 Batch 229/269 - Train Accuracy: 0.490, Validation Accuracy: 0.507, Loss: 1.856 Epoch 0 Batch 230/269 - Train Accuracy: 0.470, Validation Accuracy: 0.506, Loss: 1.884 Epoch 0 Batch 231/269 - Train Accuracy: 0.463, Validation Accuracy: 0.512, Loss: 1.945 Epoch 0 Batch 232/269 - Train Accuracy: 0.451, Validation Accuracy: 0.512, Loss: 1.951 Epoch 0 Batch 233/269 - Train Accuracy: 0.490, Validation Accuracy: 0.512, Loss: 1.864 Epoch 0 Batch 234/269 - Train Accuracy: 0.488, Validation Accuracy: 0.512, Loss: 1.859 Epoch 0 Batch 235/269 - Train Accuracy: 0.487, Validation Accuracy: 0.509, Loss: 1.852 Epoch 0 Batch 236/269 - Train Accuracy: 0.481, Validation Accuracy: 0.508, Loss: 1.835 Epoch 0 Batch 237/269 - Train Accuracy: 0.483, Validation Accuracy: 0.506, Loss: 1.823 Epoch 0 Batch 238/269 - Train Accuracy: 0.495, Validation Accuracy: 0.506, Loss: 1.832 Epoch 0 Batch 239/269 - Train Accuracy: 0.485, Validation Accuracy: 0.505, Loss: 1.812 Epoch 0 Batch 240/269 - Train Accuracy: 0.518, Validation Accuracy: 0.507, Loss: 1.697 Epoch 0 Batch 241/269 - Train Accuracy: 0.491, Validation Accuracy: 0.507, Loss: 1.791 Epoch 0 Batch 242/269 - Train Accuracy: 0.472, Validation Accuracy: 0.505, Loss: 1.812 Epoch 0 Batch 243/269 - Train Accuracy: 0.501, Validation Accuracy: 0.510, Loss: 1.778 Epoch 0 Batch 244/269 - Train Accuracy: 0.491, Validation Accuracy: 0.513, Loss: 1.787 Epoch 0 Batch 245/269 - Train Accuracy: 0.442, Validation Accuracy: 0.492, Loss: 1.883 Epoch 0 Batch 246/269 - Train Accuracy: 0.474, Validation Accuracy: 0.499, Loss: 1.804 Epoch 0 Batch 247/269 - Train Accuracy: 0.460, Validation Accuracy: 0.501, Loss: 1.871 Epoch 0 Batch 248/269 - Train Accuracy: 0.467, Validation Accuracy: 0.499, Loss: 1.787 Epoch 0 Batch 249/269 - Train Accuracy: 0.500, Validation Accuracy: 0.498, Loss: 1.697 Epoch 0 Batch 250/269 - Train Accuracy: 0.432, Validation Accuracy: 0.471, Loss: 1.840 Epoch 0 Batch 251/269 - Train Accuracy: 0.479, Validation Accuracy: 0.497, Loss: 1.788 Epoch 0 Batch 252/269 - Train Accuracy: 0.448, Validation Accuracy: 0.494, Loss: 1.805 Epoch 0 Batch 253/269 - Train Accuracy: 0.439, Validation Accuracy: 0.472, Loss: 1.761 Epoch 0 Batch 254/269 - Train Accuracy: 0.478, Validation Accuracy: 0.507, Loss: 1.751 Epoch 0 Batch 255/269 - Train Accuracy: 0.501, Validation Accuracy: 0.500, Loss: 1.689 Epoch 0 Batch 256/269 - Train Accuracy: 0.419, Validation Accuracy: 0.471, Loss: 1.773 Epoch 0 Batch 257/269 - Train Accuracy: 0.467, Validation Accuracy: 0.502, Loss: 1.772 Epoch 0 Batch 258/269 - Train Accuracy: 0.471, Validation Accuracy: 0.504, Loss: 1.763 Epoch 0 Batch 259/269 - Train Accuracy: 0.489, Validation Accuracy: 0.507, Loss: 1.719 Epoch 0 Batch 260/269 - Train Accuracy: 0.473, Validation Accuracy: 0.511, Loss: 1.825 Epoch 0 Batch 261/269 - Train Accuracy: 0.447, Validation Accuracy: 0.511, Loss: 1.844 Epoch 0 Batch 262/269 - Train Accuracy: 0.476, Validation Accuracy: 0.500, Loss: 1.723 Epoch 0 Batch 263/269 - Train Accuracy: 0.463, Validation Accuracy: 0.502, Loss: 1.789 Epoch 0 Batch 264/269 - Train Accuracy: 0.467, Validation Accuracy: 0.508, Loss: 1.817 Epoch 0 Batch 265/269 - Train Accuracy: 0.429, Validation Accuracy: 0.483, Loss: 1.768 Epoch 0 Batch 266/269 - Train Accuracy: 0.487, Validation Accuracy: 0.509, Loss: 1.713 Epoch 0 Batch 267/269 - Train Accuracy: 0.485, Validation Accuracy: 0.508, Loss: 1.710 Epoch 1 Batch 0/269 - Train Accuracy: 0.474, Validation Accuracy: 0.516, Loss: 1.771 Epoch 1 Batch 1/269 - Train Accuracy: 0.443, Validation Accuracy: 0.496, Loss: 1.769 Epoch 1 Batch 2/269 - Train Accuracy: 0.436, Validation Accuracy: 0.480, Loss: 1.704 Epoch 1 Batch 3/269 - Train Accuracy: 0.423, Validation Accuracy: 0.471, Loss: 1.753 Epoch 1 Batch 4/269 - Train Accuracy: 0.436, Validation Accuracy: 0.493, Loss: 1.758 Epoch 1 Batch 5/269 - Train Accuracy: 0.429, Validation Accuracy: 0.488, Loss: 1.759 Epoch 1 Batch 6/269 - Train Accuracy: 0.490, Validation Accuracy: 0.508, Loss: 1.599 Epoch 1 Batch 7/269 - Train Accuracy: 0.500, Validation Accuracy: 0.513, Loss: 1.643 Epoch 1 Batch 8/269 - Train Accuracy: 0.448, Validation Accuracy: 0.502, Loss: 1.730 Epoch 1 Batch 9/269 - Train Accuracy: 0.455, Validation Accuracy: 0.493, Loss: 1.647 Epoch 1 Batch 10/269 - Train Accuracy: 0.447, Validation Accuracy: 0.496, Loss: 1.684 Epoch 1 Batch 11/269 - Train Accuracy: 0.464, Validation Accuracy: 0.499, Loss: 1.652 Epoch 1 Batch 12/269 - Train Accuracy: 0.440, Validation Accuracy: 0.491, Loss: 1.706 Epoch 1 Batch 13/269 - Train Accuracy: 0.505, Validation Accuracy: 0.496, Loss: 1.524 Epoch 1 Batch 14/269 - Train Accuracy: 0.469, Validation Accuracy: 0.504, Loss: 1.618 Epoch 1 Batch 15/269 - Train Accuracy: 0.463, Validation Accuracy: 0.505, Loss: 1.627 Epoch 1 Batch 16/269 - Train Accuracy: 0.495, Validation Accuracy: 0.513, Loss: 1.618 Epoch 1 Batch 17/269 - Train Accuracy: 0.489, Validation Accuracy: 0.519, Loss: 1.592 Epoch 1 Batch 18/269 - Train Accuracy: 0.458, Validation Accuracy: 0.508, Loss: 1.667 Epoch 1 Batch 19/269 - Train Accuracy: 0.506, Validation Accuracy: 0.498, Loss: 1.518 Epoch 1 Batch 20/269 - Train Accuracy: 0.482, Validation Accuracy: 0.523, Loss: 1.657 Epoch 1 Batch 21/269 - Train Accuracy: 0.478, Validation Accuracy: 0.522, Loss: 1.690 Epoch 1 Batch 22/269 - Train Accuracy: 0.483, Validation Accuracy: 0.505, Loss: 1.575 Epoch 1 Batch 23/269 - Train Accuracy: 0.503, Validation Accuracy: 0.515, Loss: 1.581 Epoch 1 Batch 24/269 - Train Accuracy: 0.470, Validation Accuracy: 0.520, Loss: 1.641 Epoch 1 Batch 25/269 - Train Accuracy: 0.454, Validation Accuracy: 0.509, Loss: 1.645 Epoch 1 Batch 26/269 - Train Accuracy: 0.522, Validation Accuracy: 0.518, Loss: 1.478 Epoch 1 Batch 27/269 - Train Accuracy: 0.491, Validation Accuracy: 0.523, Loss: 1.572 Epoch 1 Batch 28/269 - Train Accuracy: 0.434, Validation Accuracy: 0.508, Loss: 1.672 Epoch 1 Batch 29/269 - Train Accuracy: 0.460, Validation Accuracy: 0.512, Loss: 1.623 Epoch 1 Batch 30/269 - Train Accuracy: 0.478, Validation Accuracy: 0.506, Loss: 1.552 Epoch 1 Batch 31/269 - Train Accuracy: 0.476, Validation Accuracy: 0.489, Loss: 1.536 Epoch 1 Batch 32/269 - Train Accuracy: 0.462, Validation Accuracy: 0.498, Loss: 1.551 Epoch 1 Batch 33/269 - Train Accuracy: 0.479, Validation Accuracy: 0.495, Loss: 1.509 Epoch 1 Batch 34/269 - Train Accuracy: 0.464, Validation Accuracy: 0.489, Loss: 1.534 Epoch 1 Batch 35/269 - Train Accuracy: 0.474, Validation Accuracy: 0.493, Loss: 1.527 Epoch 1 Batch 36/269 - Train Accuracy: 0.464, Validation Accuracy: 0.498, Loss: 1.535 Epoch 1 Batch 37/269 - Train Accuracy: 0.466, Validation Accuracy: 0.488, Loss: 1.541 Epoch 1 Batch 38/269 - Train Accuracy: 0.468, Validation Accuracy: 0.498, Loss: 1.538 Epoch 1 Batch 39/269 - Train Accuracy: 0.467, Validation Accuracy: 0.497, Loss: 1.519 Epoch 1 Batch 40/269 - Train Accuracy: 0.424, Validation Accuracy: 0.486, Loss: 1.571 Epoch 1 Batch 41/269 - Train Accuracy: 0.466, Validation Accuracy: 0.505, Loss: 1.526 Epoch 1 Batch 42/269 - Train Accuracy: 0.497, Validation Accuracy: 0.500, Loss: 1.448 Epoch 1 Batch 43/269 - Train Accuracy: 0.443, Validation Accuracy: 0.485, Loss: 1.556 Epoch 1 Batch 44/269 - Train Accuracy: 0.480, Validation Accuracy: 0.494, Loss: 1.506 Epoch 1 Batch 45/269 - Train Accuracy: 0.442, Validation Accuracy: 0.492, Loss: 1.566 Epoch 1 Batch 46/269 - Train Accuracy: 0.426, Validation Accuracy: 0.486, Loss: 1.571 Epoch 1 Batch 47/269 - Train Accuracy: 0.503, Validation Accuracy: 0.499, Loss: 1.412 Epoch 1 Batch 48/269 - Train Accuracy: 0.481, Validation Accuracy: 0.506, Loss: 1.452 Epoch 1 Batch 49/269 - Train Accuracy: 0.433, Validation Accuracy: 0.485, Loss: 1.537 Epoch 1 Batch 50/269 - Train Accuracy: 0.448, Validation Accuracy: 0.495, Loss: 1.552 Epoch 1 Batch 51/269 - Train Accuracy: 0.466, Validation Accuracy: 0.498, Loss: 1.508 Epoch 1 Batch 52/269 - Train Accuracy: 0.462, Validation Accuracy: 0.493, Loss: 1.459 Epoch 1 Batch 53/269 - Train Accuracy: 0.454, Validation Accuracy: 0.502, Loss: 1.549 Epoch 1 Batch 54/269 - Train Accuracy: 0.460, Validation Accuracy: 0.498, Loss: 1.540 Epoch 1 Batch 55/269 - Train Accuracy: 0.460, Validation Accuracy: 0.490, Loss: 1.462 Epoch 1 Batch 56/269 - Train Accuracy: 0.490, Validation Accuracy: 0.504, Loss: 1.466 Epoch 1 Batch 57/269 - Train Accuracy: 0.484, Validation Accuracy: 0.506, Loss: 1.469 Epoch 1 Batch 58/269 - Train Accuracy: 0.480, Validation Accuracy: 0.503, Loss: 1.452 Epoch 1 Batch 59/269 - Train Accuracy: 0.481, Validation Accuracy: 0.503, Loss: 1.433 Epoch 1 Batch 60/269 - Train Accuracy: 0.494, Validation Accuracy: 0.506, Loss: 1.403 Epoch 1 Batch 61/269 - Train Accuracy: 0.494, Validation Accuracy: 0.495, Loss: 1.375 Epoch 1 Batch 62/269 - Train Accuracy: 0.483, Validation Accuracy: 0.489, Loss: 1.403 Epoch 1 Batch 63/269 - Train Accuracy: 0.469, Validation Accuracy: 0.500, Loss: 1.448 Epoch 1 Batch 64/269 - Train Accuracy: 0.458, Validation Accuracy: 0.491, Loss: 1.444 Epoch 1 Batch 65/269 - Train Accuracy: 0.481, Validation Accuracy: 0.504, Loss: 1.426 Epoch 1 Batch 66/269 - Train Accuracy: 0.488, Validation Accuracy: 0.499, Loss: 1.391 Epoch 1 Batch 67/269 - Train Accuracy: 0.454, Validation Accuracy: 0.487, Loss: 1.448 Epoch 1 Batch 68/269 - Train Accuracy: 0.463, Validation Accuracy: 0.504, Loss: 1.444 Epoch 1 Batch 69/269 - Train Accuracy: 0.424, Validation Accuracy: 0.485, Loss: 1.541 Epoch 1 Batch 70/269 - Train Accuracy: 0.476, Validation Accuracy: 0.487, Loss: 1.416 Epoch 1 Batch 71/269 - Train Accuracy: 0.447, Validation Accuracy: 0.495, Loss: 1.492 Epoch 1 Batch 72/269 - Train Accuracy: 0.490, Validation Accuracy: 0.502, Loss: 1.374 Epoch 1 Batch 73/269 - Train Accuracy: 0.477, Validation Accuracy: 0.497, Loss: 1.440 Epoch 1 Batch 74/269 - Train Accuracy: 0.451, Validation Accuracy: 0.494, Loss: 1.451 Epoch 1 Batch 75/269 - Train Accuracy: 0.460, Validation Accuracy: 0.492, Loss: 1.408 Epoch 1 Batch 76/269 - Train Accuracy: 0.438, Validation Accuracy: 0.488, Loss: 1.435 Epoch 1 Batch 77/269 - Train Accuracy: 0.472, Validation Accuracy: 0.495, Loss: 1.404 Epoch 1 Batch 78/269 - Train Accuracy: 0.457, Validation Accuracy: 0.498, Loss: 1.416 Epoch 1 Batch 79/269 - Train Accuracy: 0.453, Validation Accuracy: 0.489, Loss: 1.401 Epoch 1 Batch 80/269 - Train Accuracy: 0.460, Validation Accuracy: 0.486, Loss: 1.367 Epoch 1 Batch 81/269 - Train Accuracy: 0.473, Validation Accuracy: 0.500, Loss: 1.419 Epoch 1 Batch 82/269 - Train Accuracy: 0.467, Validation Accuracy: 0.489, Loss: 1.363 Epoch 1 Batch 83/269 - Train Accuracy: 0.456, Validation Accuracy: 0.491, Loss: 1.372 Epoch 1 Batch 84/269 - Train Accuracy: 0.482, Validation Accuracy: 0.505, Loss: 1.368 Epoch 1 Batch 85/269 - Train Accuracy: 0.468, Validation Accuracy: 0.505, Loss: 1.393 Epoch 1 Batch 86/269 - Train Accuracy: 0.469, Validation Accuracy: 0.511, Loss: 1.399 Epoch 1 Batch 87/269 - Train Accuracy: 0.449, Validation Accuracy: 0.511, Loss: 1.480 Epoch 1 Batch 88/269 - Train Accuracy: 0.489, Validation Accuracy: 0.504, Loss: 1.377 Epoch 1 Batch 89/269 - Train Accuracy: 0.491, Validation Accuracy: 0.500, Loss: 1.371 Epoch 1 Batch 90/269 - Train Accuracy: 0.438, Validation Accuracy: 0.513, Loss: 1.454 Epoch 1 Batch 91/269 - Train Accuracy: 0.453, Validation Accuracy: 0.489, Loss: 1.367 Epoch 1 Batch 92/269 - Train Accuracy: 0.464, Validation Accuracy: 0.497, Loss: 1.368 Epoch 1 Batch 93/269 - Train Accuracy: 0.485, Validation Accuracy: 0.498, Loss: 1.317 Epoch 1 Batch 94/269 - Train Accuracy: 0.448, Validation Accuracy: 0.483, Loss: 1.381 Epoch 1 Batch 95/269 - Train Accuracy: 0.478, Validation Accuracy: 0.509, Loss: 1.369 Epoch 1 Batch 96/269 - Train Accuracy: 0.466, Validation Accuracy: 0.497, Loss: 1.355 Epoch 1 Batch 97/269 - Train Accuracy: 0.467, Validation Accuracy: 0.497, Loss: 1.367 Epoch 1 Batch 98/269 - Train Accuracy: 0.481, Validation Accuracy: 0.501, Loss: 1.338 Epoch 1 Batch 99/269 - Train Accuracy: 0.438, Validation Accuracy: 0.500, Loss: 1.435 Epoch 1 Batch 100/269 - Train Accuracy: 0.475, Validation Accuracy: 0.495, Loss: 1.316 Epoch 1 Batch 101/269 - Train Accuracy: 0.455, Validation Accuracy: 0.510, Loss: 1.414 Epoch 1 Batch 102/269 - Train Accuracy: 0.469, Validation Accuracy: 0.500, Loss: 1.335 Epoch 1 Batch 103/269 - Train Accuracy: 0.482, Validation Accuracy: 0.501, Loss: 1.336 Epoch 1 Batch 104/269 - Train Accuracy: 0.479, Validation Accuracy: 0.507, Loss: 1.344 Epoch 1 Batch 105/269 - Train Accuracy: 0.466, Validation Accuracy: 0.502, Loss: 1.354 Epoch 1 Batch 106/269 - Train Accuracy: 0.464, Validation Accuracy: 0.503, Loss: 1.345 Epoch 1 Batch 107/269 - Train Accuracy: 0.432, Validation Accuracy: 0.496, Loss: 1.410 Epoch 1 Batch 108/269 - Train Accuracy: 0.475, Validation Accuracy: 0.502, Loss: 1.324 Epoch 1 Batch 109/269 - Train Accuracy: 0.475, Validation Accuracy: 0.510, Loss: 1.344 Epoch 1 Batch 110/269 - Train Accuracy: 0.474, Validation Accuracy: 0.510, Loss: 1.323 Epoch 1 Batch 111/269 - Train Accuracy: 0.441, Validation Accuracy: 0.501, Loss: 1.421 Epoch 1 Batch 112/269 - Train Accuracy: 0.482, Validation Accuracy: 0.502, Loss: 1.313 Epoch 1 Batch 113/269 - Train Accuracy: 0.498, Validation Accuracy: 0.503, Loss: 1.260 Epoch 1 Batch 114/269 - Train Accuracy: 0.469, Validation Accuracy: 0.497, Loss: 1.317 Epoch 1 Batch 115/269 - Train Accuracy: 0.453, Validation Accuracy: 0.493, Loss: 1.353 Epoch 1 Batch 116/269 - Train Accuracy: 0.474, Validation Accuracy: 0.495, Loss: 1.315 Epoch 1 Batch 117/269 - Train Accuracy: 0.448, Validation Accuracy: 0.492, Loss: 1.309 Epoch 1 Batch 118/269 - Train Accuracy: 0.494, Validation Accuracy: 0.494, Loss: 1.271 Epoch 1 Batch 119/269 - Train Accuracy: 0.453, Validation Accuracy: 0.498, Loss: 1.374 Epoch 1 Batch 120/269 - Train Accuracy: 0.448, Validation Accuracy: 0.497, Loss: 1.357 Epoch 1 Batch 121/269 - Train Accuracy: 0.465, Validation Accuracy: 0.495, Loss: 1.299 Epoch 1 Batch 122/269 - Train Accuracy: 0.475, Validation Accuracy: 0.493, Loss: 1.284 Epoch 1 Batch 123/269 - Train Accuracy: 0.447, Validation Accuracy: 0.498, Loss: 1.366 Epoch 1 Batch 124/269 - Train Accuracy: 0.470, Validation Accuracy: 0.499, Loss: 1.270 Epoch 1 Batch 125/269 - Train Accuracy: 0.461, Validation Accuracy: 0.500, Loss: 1.264 Epoch 1 Batch 126/269 - Train Accuracy: 0.483, Validation Accuracy: 0.509, Loss: 1.266 Epoch 1 Batch 127/269 - Train Accuracy: 0.437, Validation Accuracy: 0.492, Loss: 1.354 Epoch 1 Batch 128/269 - Train Accuracy: 0.489, Validation Accuracy: 0.509, Loss: 1.277 Epoch 1 Batch 129/269 - Train Accuracy: 0.481, Validation Accuracy: 0.514, Loss: 1.296 Epoch 1 Batch 130/269 - Train Accuracy: 0.457, Validation Accuracy: 0.514, Loss: 1.364 Epoch 1 Batch 131/269 - Train Accuracy: 0.479, Validation Accuracy: 0.525, Loss: 1.324 Epoch 1 Batch 132/269 - Train Accuracy: 0.473, Validation Accuracy: 0.505, Loss: 1.286 Epoch 1 Batch 133/269 - Train Accuracy: 0.477, Validation Accuracy: 0.517, Loss: 1.263 Epoch 1 Batch 134/269 - Train Accuracy: 0.434, Validation Accuracy: 0.501, Loss: 1.329 Epoch 1 Batch 135/269 - Train Accuracy: 0.448, Validation Accuracy: 0.509, Loss: 1.366 Epoch 1 Batch 136/269 - Train Accuracy: 0.456, Validation Accuracy: 0.503, Loss: 1.341 Epoch 1 Batch 137/269 - Train Accuracy: 0.467, Validation Accuracy: 0.502, Loss: 1.328 Epoch 1 Batch 138/269 - Train Accuracy: 0.466, Validation Accuracy: 0.513, Loss: 1.293 Epoch 1 Batch 139/269 - Train Accuracy: 0.489, Validation Accuracy: 0.507, Loss: 1.239 Epoch 1 Batch 140/269 - Train Accuracy: 0.478, Validation Accuracy: 0.506, Loss: 1.266 Epoch 1 Batch 141/269 - Train Accuracy: 0.468, Validation Accuracy: 0.517, Loss: 1.277 Epoch 1 Batch 142/269 - Train Accuracy: 0.484, Validation Accuracy: 0.498, Loss: 1.241 Epoch 1 Batch 143/269 - Train Accuracy: 0.484, Validation Accuracy: 0.510, Loss: 1.258 Epoch 1 Batch 144/269 - Train Accuracy: 0.483, Validation Accuracy: 0.510, Loss: 1.238 Epoch 1 Batch 145/269 - Train Accuracy: 0.472, Validation Accuracy: 0.512, Loss: 1.248 Epoch 1 Batch 146/269 - Train Accuracy: 0.483, Validation Accuracy: 0.514, Loss: 1.235 Epoch 1 Batch 147/269 - Train Accuracy: 0.489, Validation Accuracy: 0.506, Loss: 1.196 Epoch 1 Batch 148/269 - Train Accuracy: 0.483, Validation Accuracy: 0.519, Loss: 1.280 Epoch 1 Batch 149/269 - Train Accuracy: 0.496, Validation Accuracy: 0.521, Loss: 1.239 Epoch 1 Batch 150/269 - Train Accuracy: 0.485, Validation Accuracy: 0.520, Loss: 1.250 Epoch 1 Batch 151/269 - Train Accuracy: 0.517, Validation Accuracy: 0.513, Loss: 1.180 Epoch 1 Batch 152/269 - Train Accuracy: 0.465, Validation Accuracy: 0.500, Loss: 1.236 Epoch 1 Batch 153/269 - Train Accuracy: 0.493, Validation Accuracy: 0.512, Loss: 1.220 Epoch 1 Batch 154/269 - Train Accuracy: 0.450, Validation Accuracy: 0.504, Loss: 1.290 Epoch 1 Batch 155/269 - Train Accuracy: 0.497, Validation Accuracy: 0.493, Loss: 1.162 Epoch 1 Batch 156/269 - Train Accuracy: 0.461, Validation Accuracy: 0.505, Loss: 1.265 Epoch 1 Batch 157/269 - Train Accuracy: 0.485, Validation Accuracy: 0.508, Loss: 1.229 Epoch 1 Batch 158/269 - Train Accuracy: 0.501, Validation Accuracy: 0.520, Loss: 1.210 Epoch 1 Batch 159/269 - Train Accuracy: 0.496, Validation Accuracy: 0.516, Loss: 1.220 Epoch 1 Batch 160/269 - Train Accuracy: 0.483, Validation Accuracy: 0.506, Loss: 1.229 Epoch 1 Batch 161/269 - Train Accuracy: 0.475, Validation Accuracy: 0.510, Loss: 1.231 Epoch 1 Batch 162/269 - Train Accuracy: 0.479, Validation Accuracy: 0.505, Loss: 1.203 Epoch 1 Batch 163/269 - Train Accuracy: 0.452, Validation Accuracy: 0.491, Loss: 1.204 Epoch 1 Batch 164/269 - Train Accuracy: 0.496, Validation Accuracy: 0.510, Loss: 1.213 Epoch 1 Batch 165/269 - Train Accuracy: 0.421, Validation Accuracy: 0.482, Loss: 1.259 Epoch 1 Batch 166/269 - Train Accuracy: 0.529, Validation Accuracy: 0.508, Loss: 1.152 Epoch 1 Batch 167/269 - Train Accuracy: 0.490, Validation Accuracy: 0.505, Loss: 1.199 Epoch 1 Batch 168/269 - Train Accuracy: 0.457, Validation Accuracy: 0.492, Loss: 1.219 Epoch 1 Batch 169/269 - Train Accuracy: 0.476, Validation Accuracy: 0.504, Loss: 1.211 Epoch 1 Batch 170/269 - Train Accuracy: 0.489, Validation Accuracy: 0.508, Loss: 1.198 Epoch 1 Batch 171/269 - Train Accuracy: 0.449, Validation Accuracy: 0.505, Loss: 1.232 Epoch 1 Batch 172/269 - Train Accuracy: 0.489, Validation Accuracy: 0.513, Loss: 1.207 Epoch 1 Batch 173/269 - Train Accuracy: 0.471, Validation Accuracy: 0.504, Loss: 1.194 Epoch 1 Batch 174/269 - Train Accuracy: 0.463, Validation Accuracy: 0.488, Loss: 1.193 Epoch 1 Batch 175/269 - Train Accuracy: 0.485, Validation Accuracy: 0.513, Loss: 1.200 Epoch 1 Batch 176/269 - Train Accuracy: 0.457, Validation Accuracy: 0.500, Loss: 1.243 Epoch 1 Batch 177/269 - Train Accuracy: 0.467, Validation Accuracy: 0.491, Loss: 1.150 Epoch 1 Batch 178/269 - Train Accuracy: 0.470, Validation Accuracy: 0.513, Loss: 1.227 Epoch 1 Batch 179/269 - Train Accuracy: 0.478, Validation Accuracy: 0.510, Loss: 1.173 Epoch 1 Batch 180/269 - Train Accuracy: 0.457, Validation Accuracy: 0.492, Loss: 1.160 Epoch 1 Batch 181/269 - Train Accuracy: 0.472, Validation Accuracy: 0.496, Loss: 1.170 Epoch 1 Batch 182/269 - Train Accuracy: 0.488, Validation Accuracy: 0.510, Loss: 1.184 Epoch 1 Batch 183/269 - Train Accuracy: 0.562, Validation Accuracy: 0.516, Loss: 1.014 Epoch 1 Batch 184/269 - Train Accuracy: 0.486, Validation Accuracy: 0.522, Loss: 1.209 Epoch 1 Batch 185/269 - Train Accuracy: 0.511, Validation Accuracy: 0.527, Loss: 1.152 Epoch 1 Batch 186/269 - Train Accuracy: 0.467, Validation Accuracy: 0.521, Loss: 1.205 Epoch 1 Batch 187/269 - Train Accuracy: 0.498, Validation Accuracy: 0.519, Loss: 1.139 Epoch 1 Batch 188/269 - Train Accuracy: 0.519, Validation Accuracy: 0.520, Loss: 1.125 Epoch 1 Batch 189/269 - Train Accuracy: 0.516, Validation Accuracy: 0.533, Loss: 1.139 Epoch 1 Batch 190/269 - Train Accuracy: 0.502, Validation Accuracy: 0.530, Loss: 1.139 Epoch 1 Batch 191/269 - Train Accuracy: 0.499, Validation Accuracy: 0.528, Loss: 1.156 Epoch 1 Batch 192/269 - Train Accuracy: 0.493, Validation Accuracy: 0.517, Loss: 1.157 Epoch 1 Batch 193/269 - Train Accuracy: 0.491, Validation Accuracy: 0.517, Loss: 1.145 Epoch 1 Batch 194/269 - Train Accuracy: 0.475, Validation Accuracy: 0.510, Loss: 1.146 Epoch 1 Batch 195/269 - Train Accuracy: 0.479, Validation Accuracy: 0.507, Loss: 1.163 Epoch 1 Batch 196/269 - Train Accuracy: 0.490, Validation Accuracy: 0.507, Loss: 1.131 Epoch 1 Batch 197/269 - Train Accuracy: 0.454, Validation Accuracy: 0.504, Loss: 1.187 Epoch 1 Batch 198/269 - Train Accuracy: 0.453, Validation Accuracy: 0.497, Loss: 1.217 Epoch 1 Batch 199/269 - Train Accuracy: 0.473, Validation Accuracy: 0.500, Loss: 1.167 Epoch 1 Batch 200/269 - Train Accuracy: 0.465, Validation Accuracy: 0.503, Loss: 1.172 Epoch 1 Batch 201/269 - Train Accuracy: 0.479, Validation Accuracy: 0.498, Loss: 1.132 Epoch 1 Batch 202/269 - Train Accuracy: 0.485, Validation Accuracy: 0.500, Loss: 1.139 Epoch 1 Batch 203/269 - Train Accuracy: 0.453, Validation Accuracy: 0.503, Loss: 1.185 Epoch 1 Batch 204/269 - Train Accuracy: 0.459, Validation Accuracy: 0.512, Loss: 1.165 Epoch 1 Batch 205/269 - Train Accuracy: 0.488, Validation Accuracy: 0.512, Loss: 1.112 Epoch 1 Batch 206/269 - Train Accuracy: 0.469, Validation Accuracy: 0.517, Loss: 1.192 Epoch 1 Batch 207/269 - Train Accuracy: 0.518, Validation Accuracy: 0.517, Loss: 1.078 Epoch 1 Batch 208/269 - Train Accuracy: 0.470, Validation Accuracy: 0.518, Loss: 1.182 Epoch 1 Batch 209/269 - Train Accuracy: 0.471, Validation Accuracy: 0.512, Loss: 1.146 Epoch 1 Batch 210/269 - Train Accuracy: 0.500, Validation Accuracy: 0.505, Loss: 1.106 Epoch 1 Batch 211/269 - Train Accuracy: 0.484, Validation Accuracy: 0.502, Loss: 1.113 Epoch 1 Batch 212/269 - Train Accuracy: 0.485, Validation Accuracy: 0.500, Loss: 1.084 Epoch 1 Batch 213/269 - Train Accuracy: 0.500, Validation Accuracy: 0.505, Loss: 1.090 Epoch 1 Batch 214/269 - Train Accuracy: 0.497, Validation Accuracy: 0.503, Loss: 1.099 Epoch 1 Batch 215/269 - Train Accuracy: 0.504, Validation Accuracy: 0.504, Loss: 1.038 Epoch 1 Batch 216/269 - Train Accuracy: 0.460, Validation Accuracy: 0.503, Loss: 1.179 Epoch 1 Batch 217/269 - Train Accuracy: 0.447, Validation Accuracy: 0.502, Loss: 1.151 Epoch 1 Batch 218/269 - Train Accuracy: 0.467, Validation Accuracy: 0.502, Loss: 1.149 Epoch 1 Batch 219/269 - Train Accuracy: 0.465, Validation Accuracy: 0.499, Loss: 1.140 Epoch 1 Batch 220/269 - Train Accuracy: 0.511, Validation Accuracy: 0.506, Loss: 1.049 Epoch 1 Batch 221/269 - Train Accuracy: 0.508, Validation Accuracy: 0.506, Loss: 1.082 Epoch 1 Batch 222/269 - Train Accuracy: 0.498, Validation Accuracy: 0.510, Loss: 1.050 Epoch 1 Batch 223/269 - Train Accuracy: 0.497, Validation Accuracy: 0.511, Loss: 1.058 Epoch 1 Batch 224/269 - Train Accuracy: 0.501, Validation Accuracy: 0.521, Loss: 1.102 Epoch 1 Batch 225/269 - Train Accuracy: 0.480, Validation Accuracy: 0.517, Loss: 1.115 Epoch 1 Batch 226/269 - Train Accuracy: 0.491, Validation Accuracy: 0.516, Loss: 1.078 Epoch 1 Batch 227/269 - Train Accuracy: 0.573, Validation Accuracy: 0.521, Loss: 0.948 Epoch 1 Batch 228/269 - Train Accuracy: 0.492, Validation Accuracy: 0.517, Loss: 1.080 Epoch 1 Batch 229/269 - Train Accuracy: 0.506, Validation Accuracy: 0.512, Loss: 1.067 Epoch 1 Batch 230/269 - Train Accuracy: 0.496, Validation Accuracy: 0.513, Loss: 1.077 Epoch 1 Batch 231/269 - Train Accuracy: 0.473, Validation Accuracy: 0.508, Loss: 1.131 Epoch 1 Batch 232/269 - Train Accuracy: 0.455, Validation Accuracy: 0.508, Loss: 1.123 Epoch 1 Batch 233/269 - Train Accuracy: 0.488, Validation Accuracy: 0.510, Loss: 1.074 Epoch 1 Batch 234/269 - Train Accuracy: 0.496, Validation Accuracy: 0.516, Loss: 1.067 Epoch 1 Batch 235/269 - Train Accuracy: 0.496, Validation Accuracy: 0.510, Loss: 1.066 Epoch 1 Batch 236/269 - Train Accuracy: 0.495, Validation Accuracy: 0.517, Loss: 1.058 Epoch 1 Batch 237/269 - Train Accuracy: 0.494, Validation Accuracy: 0.511, Loss: 1.061 Epoch 1 Batch 238/269 - Train Accuracy: 0.509, Validation Accuracy: 0.527, Loss: 1.060 Epoch 1 Batch 239/269 - Train Accuracy: 0.508, Validation Accuracy: 0.517, Loss: 1.047 Epoch 1 Batch 240/269 - Train Accuracy: 0.535, Validation Accuracy: 0.516, Loss: 0.981 Epoch 1 Batch 241/269 - Train Accuracy: 0.494, Validation Accuracy: 0.510, Loss: 1.061 Epoch 1 Batch 242/269 - Train Accuracy: 0.484, Validation Accuracy: 0.509, Loss: 1.051 Epoch 1 Batch 243/269 - Train Accuracy: 0.516, Validation Accuracy: 0.515, Loss: 1.021 Epoch 1 Batch 244/269 - Train Accuracy: 0.491, Validation Accuracy: 0.496, Loss: 1.047 Epoch 1 Batch 245/269 - Train Accuracy: 0.481, Validation Accuracy: 0.514, Loss: 1.105 Epoch 1 Batch 246/269 - Train Accuracy: 0.486, Validation Accuracy: 0.512, Loss: 1.052 Epoch 1 Batch 247/269 - Train Accuracy: 0.470, Validation Accuracy: 0.514, Loss: 1.085 Epoch 1 Batch 248/269 - Train Accuracy: 0.495, Validation Accuracy: 0.523, Loss: 1.034 Epoch 1 Batch 249/269 - Train Accuracy: 0.529, Validation Accuracy: 0.533, Loss: 0.993 Epoch 1 Batch 250/269 - Train Accuracy: 0.512, Validation Accuracy: 0.539, Loss: 1.065 Epoch 1 Batch 251/269 - Train Accuracy: 0.534, Validation Accuracy: 0.542, Loss: 1.017 Epoch 1 Batch 252/269 - Train Accuracy: 0.511, Validation Accuracy: 0.544, Loss: 1.044 Epoch 1 Batch 253/269 - Train Accuracy: 0.513, Validation Accuracy: 0.541, Loss: 1.037 Epoch 1 Batch 254/269 - Train Accuracy: 0.526, Validation Accuracy: 0.536, Loss: 1.015 Epoch 1 Batch 255/269 - Train Accuracy: 0.530, Validation Accuracy: 0.529, Loss: 0.979 Epoch 1 Batch 256/269 - Train Accuracy: 0.491, Validation Accuracy: 0.522, Loss: 1.046 Epoch 1 Batch 257/269 - Train Accuracy: 0.483, Validation Accuracy: 0.512, Loss: 1.043 Epoch 1 Batch 258/269 - Train Accuracy: 0.483, Validation Accuracy: 0.511, Loss: 1.031 Epoch 1 Batch 259/269 - Train Accuracy: 0.496, Validation Accuracy: 0.512, Loss: 1.021 Epoch 1 Batch 260/269 - Train Accuracy: 0.476, Validation Accuracy: 0.507, Loss: 1.070 Epoch 1 Batch 261/269 - Train Accuracy: 0.446, Validation Accuracy: 0.506, Loss: 1.078 Epoch 1 Batch 262/269 - Train Accuracy: 0.488, Validation Accuracy: 0.506, Loss: 1.017 Epoch 1 Batch 263/269 - Train Accuracy: 0.467, Validation Accuracy: 0.508, Loss: 1.051 Epoch 1 Batch 264/269 - Train Accuracy: 0.471, Validation Accuracy: 0.506, Loss: 1.063 Epoch 1 Batch 265/269 - Train Accuracy: 0.477, Validation Accuracy: 0.515, Loss: 1.043 Epoch 1 Batch 266/269 - Train Accuracy: 0.506, Validation Accuracy: 0.514, Loss: 0.994 Epoch 1 Batch 267/269 - Train Accuracy: 0.495, Validation Accuracy: 0.512, Loss: 1.023 Epoch 2 Batch 0/269 - Train Accuracy: 0.476, Validation Accuracy: 0.515, Loss: 1.056 Epoch 2 Batch 1/269 - Train Accuracy: 0.474, Validation Accuracy: 0.514, Loss: 1.032 Epoch 2 Batch 2/269 - Train Accuracy: 0.480, Validation Accuracy: 0.517, Loss: 1.020 Epoch 2 Batch 3/269 - Train Accuracy: 0.487, Validation Accuracy: 0.528, Loss: 1.034 Epoch 2 Batch 4/269 - Train Accuracy: 0.494, Validation Accuracy: 0.532, Loss: 1.040 Epoch 2 Batch 5/269 - Train Accuracy: 0.480, Validation Accuracy: 0.533, Loss: 1.040 Epoch 2 Batch 6/269 - Train Accuracy: 0.520, Validation Accuracy: 0.532, Loss: 0.957 Epoch 2 Batch 7/269 - Train Accuracy: 0.519, Validation Accuracy: 0.536, Loss: 0.982 Epoch 2 Batch 8/269 - Train Accuracy: 0.482, Validation Accuracy: 0.530, Loss: 1.044 Epoch 2 Batch 9/269 - Train Accuracy: 0.517, Validation Accuracy: 0.540, Loss: 1.013 Epoch 2 Batch 10/269 - Train Accuracy: 0.492, Validation Accuracy: 0.533, Loss: 1.013 Epoch 2 Batch 11/269 - Train Accuracy: 0.490, Validation Accuracy: 0.523, Loss: 1.002 Epoch 2 Batch 12/269 - Train Accuracy: 0.478, Validation Accuracy: 0.522, Loss: 1.037 Epoch 2 Batch 13/269 - Train Accuracy: 0.530, Validation Accuracy: 0.520, Loss: 0.923 Epoch 2 Batch 14/269 - Train Accuracy: 0.472, Validation Accuracy: 0.506, Loss: 0.979 Epoch 2 Batch 15/269 - Train Accuracy: 0.492, Validation Accuracy: 0.517, Loss: 0.980 Epoch 2 Batch 16/269 - Train Accuracy: 0.513, Validation Accuracy: 0.524, Loss: 0.980 Epoch 2 Batch 17/269 - Train Accuracy: 0.485, Validation Accuracy: 0.504, Loss: 0.961 Epoch 2 Batch 18/269 - Train Accuracy: 0.459, Validation Accuracy: 0.506, Loss: 1.007 Epoch 2 Batch 19/269 - Train Accuracy: 0.521, Validation Accuracy: 0.519, Loss: 0.919 Epoch 2 Batch 20/269 - Train Accuracy: 0.472, Validation Accuracy: 0.515, Loss: 1.013 Epoch 2 Batch 21/269 - Train Accuracy: 0.465, Validation Accuracy: 0.510, Loss: 1.034 Epoch 2 Batch 22/269 - Train Accuracy: 0.508, Validation Accuracy: 0.520, Loss: 0.955 Epoch 2 Batch 23/269 - Train Accuracy: 0.504, Validation Accuracy: 0.519, Loss: 0.973 Epoch 2 Batch 24/269 - Train Accuracy: 0.471, Validation Accuracy: 0.521, Loss: 1.007 Epoch 2 Batch 25/269 - Train Accuracy: 0.469, Validation Accuracy: 0.523, Loss: 1.017 Epoch 2 Batch 26/269 - Train Accuracy: 0.526, Validation Accuracy: 0.521, Loss: 0.904 Epoch 2 Batch 27/269 - Train Accuracy: 0.490, Validation Accuracy: 0.517, Loss: 0.960 Epoch 2 Batch 28/269 - Train Accuracy: 0.467, Validation Accuracy: 0.526, Loss: 1.030 Epoch 2 Batch 29/269 - Train Accuracy: 0.473, Validation Accuracy: 0.526, Loss: 0.987 Epoch 2 Batch 30/269 - Train Accuracy: 0.507, Validation Accuracy: 0.509, Loss: 0.947 Epoch 2 Batch 31/269 - Train Accuracy: 0.515, Validation Accuracy: 0.520, Loss: 0.938 Epoch 2 Batch 32/269 - Train Accuracy: 0.494, Validation Accuracy: 0.512, Loss: 0.946 Epoch 2 Batch 33/269 - Train Accuracy: 0.508, Validation Accuracy: 0.515, Loss: 0.922 Epoch 2 Batch 34/269 - Train Accuracy: 0.505, Validation Accuracy: 0.514, Loss: 0.946 Epoch 2 Batch 35/269 - Train Accuracy: 0.495, Validation Accuracy: 0.517, Loss: 0.953 Epoch 2 Batch 36/269 - Train Accuracy: 0.505, Validation Accuracy: 0.514, Loss: 0.954 Epoch 2 Batch 37/269 - Train Accuracy: 0.506, Validation Accuracy: 0.525, Loss: 0.948 Epoch 2 Batch 38/269 - Train Accuracy: 0.511, Validation Accuracy: 0.524, Loss: 0.949 Epoch 2 Batch 39/269 - Train Accuracy: 0.505, Validation Accuracy: 0.529, Loss: 0.939 Epoch 2 Batch 40/269 - Train Accuracy: 0.508, Validation Accuracy: 0.551, Loss: 0.982 Epoch 2 Batch 41/269 - Train Accuracy: 0.521, Validation Accuracy: 0.541, Loss: 0.953 Epoch 2 Batch 42/269 - Train Accuracy: 0.532, Validation Accuracy: 0.529, Loss: 0.890 Epoch 2 Batch 43/269 - Train Accuracy: 0.514, Validation Accuracy: 0.545, Loss: 0.970 Epoch 2 Batch 44/269 - Train Accuracy: 0.537, Validation Accuracy: 0.546, Loss: 0.943 Epoch 2 Batch 45/269 - Train Accuracy: 0.515, Validation Accuracy: 0.553, Loss: 0.981 Epoch 2 Batch 46/269 - Train Accuracy: 0.514, Validation Accuracy: 0.545, Loss: 0.966 Epoch 2 Batch 47/269 - Train Accuracy: 0.560, Validation Accuracy: 0.547, Loss: 0.873 Epoch 2 Batch 48/269 - Train Accuracy: 0.528, Validation Accuracy: 0.545, Loss: 0.907 Epoch 2 Batch 49/269 - Train Accuracy: 0.515, Validation Accuracy: 0.549, Loss: 0.954 Epoch 2 Batch 50/269 - Train Accuracy: 0.522, Validation Accuracy: 0.556, Loss: 0.970 Epoch 2 Batch 51/269 - Train Accuracy: 0.530, Validation Accuracy: 0.553, Loss: 0.943 Epoch 2 Batch 52/269 - Train Accuracy: 0.528, Validation Accuracy: 0.547, Loss: 0.907 Epoch 2 Batch 53/269 - Train Accuracy: 0.494, Validation Accuracy: 0.534, Loss: 0.974 Epoch 2 Batch 54/269 - Train Accuracy: 0.508, Validation Accuracy: 0.535, Loss: 0.956 Epoch 2 Batch 55/269 - Train Accuracy: 0.524, Validation Accuracy: 0.542, Loss: 0.916 Epoch 2 Batch 56/269 - Train Accuracy: 0.533, Validation Accuracy: 0.541, Loss: 0.923 Epoch 2 Batch 57/269 - Train Accuracy: 0.519, Validation Accuracy: 0.531, Loss: 0.931 Epoch 2 Batch 58/269 - Train Accuracy: 0.506, Validation Accuracy: 0.518, Loss: 0.911 Epoch 2 Batch 59/269 - Train Accuracy: 0.517, Validation Accuracy: 0.521, Loss: 0.894 Epoch 2 Batch 60/269 - Train Accuracy: 0.517, Validation Accuracy: 0.529, Loss: 0.880 Epoch 2 Batch 61/269 - Train Accuracy: 0.535, Validation Accuracy: 0.531, Loss: 0.860 Epoch 2 Batch 62/269 - Train Accuracy: 0.536, Validation Accuracy: 0.534, Loss: 0.882 Epoch 2 Batch 63/269 - Train Accuracy: 0.498, Validation Accuracy: 0.532, Loss: 0.924 Epoch 2 Batch 64/269 - Train Accuracy: 0.521, Validation Accuracy: 0.536, Loss: 0.903 Epoch 2 Batch 65/269 - Train Accuracy: 0.518, Validation Accuracy: 0.530, Loss: 0.900 Epoch 2 Batch 66/269 - Train Accuracy: 0.523, Validation Accuracy: 0.535, Loss: 0.880 Epoch 2 Batch 67/269 - Train Accuracy: 0.520, Validation Accuracy: 0.547, Loss: 0.920 Epoch 2 Batch 68/269 - Train Accuracy: 0.511, Validation Accuracy: 0.544, Loss: 0.917 Epoch 2 Batch 69/269 - Train Accuracy: 0.497, Validation Accuracy: 0.544, Loss: 0.991 Epoch 2 Batch 70/269 - Train Accuracy: 0.536, Validation Accuracy: 0.546, Loss: 0.903 Epoch 2 Batch 71/269 - Train Accuracy: 0.515, Validation Accuracy: 0.547, Loss: 0.946 Epoch 2 Batch 72/269 - Train Accuracy: 0.541, Validation Accuracy: 0.550, Loss: 0.881 Epoch 2 Batch 73/269 - Train Accuracy: 0.532, Validation Accuracy: 0.556, Loss: 0.926 Epoch 2 Batch 74/269 - Train Accuracy: 0.519, Validation Accuracy: 0.547, Loss: 0.918 Epoch 2 Batch 75/269 - Train Accuracy: 0.529, Validation Accuracy: 0.546, Loss: 0.899 Epoch 2 Batch 76/269 - Train Accuracy: 0.523, Validation Accuracy: 0.560, Loss: 0.921 Epoch 2 Batch 77/269 - Train Accuracy: 0.563, Validation Accuracy: 0.557, Loss: 0.893 Epoch 2 Batch 78/269 - Train Accuracy: 0.542, Validation Accuracy: 0.549, Loss: 0.894 Epoch 2 Batch 79/269 - Train Accuracy: 0.543, Validation Accuracy: 0.554, Loss: 0.891 Epoch 2 Batch 80/269 - Train Accuracy: 0.544, Validation Accuracy: 0.551, Loss: 0.883 Epoch 2 Batch 81/269 - Train Accuracy: 0.544, Validation Accuracy: 0.554, Loss: 0.913 Epoch 2 Batch 82/269 - Train Accuracy: 0.545, Validation Accuracy: 0.557, Loss: 0.859 Epoch 2 Batch 83/269 - Train Accuracy: 0.539, Validation Accuracy: 0.541, Loss: 0.893 Epoch 2 Batch 84/269 - Train Accuracy: 0.535, Validation Accuracy: 0.552, Loss: 0.872 Epoch 2 Batch 85/269 - Train Accuracy: 0.534, Validation Accuracy: 0.550, Loss: 0.896 Epoch 2 Batch 86/269 - Train Accuracy: 0.524, Validation Accuracy: 0.549, Loss: 0.892 Epoch 2 Batch 87/269 - Train Accuracy: 0.515, Validation Accuracy: 0.558, Loss: 0.950 Epoch 2 Batch 88/269 - Train Accuracy: 0.541, Validation Accuracy: 0.564, Loss: 0.889 Epoch 2 Batch 89/269 - Train Accuracy: 0.566, Validation Accuracy: 0.562, Loss: 0.881 Epoch 2 Batch 90/269 - Train Accuracy: 0.512, Validation Accuracy: 0.560, Loss: 0.934 Epoch 2 Batch 91/269 - Train Accuracy: 0.543, Validation Accuracy: 0.566, Loss: 0.864 Epoch 2 Batch 92/269 - Train Accuracy: 0.545, Validation Accuracy: 0.566, Loss: 0.870 Epoch 2 Batch 93/269 - Train Accuracy: 0.569, Validation Accuracy: 0.560, Loss: 0.840 Epoch 2 Batch 94/269 - Train Accuracy: 0.556, Validation Accuracy: 0.564, Loss: 0.895 Epoch 2 Batch 95/269 - Train Accuracy: 0.555, Validation Accuracy: 0.563, Loss: 0.878 Epoch 2 Batch 96/269 - Train Accuracy: 0.538, Validation Accuracy: 0.558, Loss: 0.872 Epoch 2 Batch 97/269 - Train Accuracy: 0.544, Validation Accuracy: 0.564, Loss: 0.875 Epoch 2 Batch 98/269 - Train Accuracy: 0.567, Validation Accuracy: 0.567, Loss: 0.866 Epoch 2 Batch 99/269 - Train Accuracy: 0.523, Validation Accuracy: 0.551, Loss: 0.911 Epoch 2 Batch 100/269 - Train Accuracy: 0.552, Validation Accuracy: 0.554, Loss: 0.855 Epoch 2 Batch 101/269 - Train Accuracy: 0.523, Validation Accuracy: 0.558, Loss: 0.916 Epoch 2 Batch 102/269 - Train Accuracy: 0.551, Validation Accuracy: 0.554, Loss: 0.862 Epoch 2 Batch 103/269 - Train Accuracy: 0.542, Validation Accuracy: 0.555, Loss: 0.859 Epoch 2 Batch 104/269 - Train Accuracy: 0.549, Validation Accuracy: 0.555, Loss: 0.869 Epoch 2 Batch 105/269 - Train Accuracy: 0.536, Validation Accuracy: 0.552, Loss: 0.878 Epoch 2 Batch 106/269 - Train Accuracy: 0.540, Validation Accuracy: 0.551, Loss: 0.863 Epoch 2 Batch 107/269 - Train Accuracy: 0.517, Validation Accuracy: 0.563, Loss: 0.906 Epoch 2 Batch 108/269 - Train Accuracy: 0.545, Validation Accuracy: 0.554, Loss: 0.857 Epoch 2 Batch 109/269 - Train Accuracy: 0.528, Validation Accuracy: 0.550, Loss: 0.873 Epoch 2 Batch 110/269 - Train Accuracy: 0.548, Validation Accuracy: 0.559, Loss: 0.851 Epoch 2 Batch 111/269 - Train Accuracy: 0.534, Validation Accuracy: 0.559, Loss: 0.915 Epoch 2 Batch 112/269 - Train Accuracy: 0.548, Validation Accuracy: 0.555, Loss: 0.856 Epoch 2 Batch 113/269 - Train Accuracy: 0.558, Validation Accuracy: 0.552, Loss: 0.822 Epoch 2 Batch 114/269 - Train Accuracy: 0.547, Validation Accuracy: 0.555, Loss: 0.855 Epoch 2 Batch 115/269 - Train Accuracy: 0.525, Validation Accuracy: 0.554, Loss: 0.880 Epoch 2 Batch 116/269 - Train Accuracy: 0.550, Validation Accuracy: 0.560, Loss: 0.857 Epoch 2 Batch 117/269 - Train Accuracy: 0.557, Validation Accuracy: 0.566, Loss: 0.850 Epoch 2 Batch 118/269 - Train Accuracy: 0.562, Validation Accuracy: 0.555, Loss: 0.830 Epoch 2 Batch 119/269 - Train Accuracy: 0.524, Validation Accuracy: 0.558, Loss: 0.896 Epoch 2 Batch 120/269 - Train Accuracy: 0.545, Validation Accuracy: 0.565, Loss: 0.876 Epoch 2 Batch 121/269 - Train Accuracy: 0.557, Validation Accuracy: 0.566, Loss: 0.838 Epoch 2 Batch 122/269 - Train Accuracy: 0.545, Validation Accuracy: 0.560, Loss: 0.839 Epoch 2 Batch 123/269 - Train Accuracy: 0.531, Validation Accuracy: 0.554, Loss: 0.885 Epoch 2 Batch 124/269 - Train Accuracy: 0.544, Validation Accuracy: 0.564, Loss: 0.827 Epoch 2 Batch 125/269 - Train Accuracy: 0.561, Validation Accuracy: 0.565, Loss: 0.824 Epoch 2 Batch 126/269 - Train Accuracy: 0.564, Validation Accuracy: 0.562, Loss: 0.829 Epoch 2 Batch 127/269 - Train Accuracy: 0.547, Validation Accuracy: 0.566, Loss: 0.879 Epoch 2 Batch 128/269 - Train Accuracy: 0.578, Validation Accuracy: 0.570, Loss: 0.837 Epoch 2 Batch 129/269 - Train Accuracy: 0.550, Validation Accuracy: 0.574, Loss: 0.850 Epoch 2 Batch 130/269 - Train Accuracy: 0.541, Validation Accuracy: 0.575, Loss: 0.885 Epoch 2 Batch 131/269 - Train Accuracy: 0.543, Validation Accuracy: 0.571, Loss: 0.864 Epoch 2 Batch 132/269 - Train Accuracy: 0.551, Validation Accuracy: 0.573, Loss: 0.845 Epoch 2 Batch 133/269 - Train Accuracy: 0.566, Validation Accuracy: 0.565, Loss: 0.816 Epoch 2 Batch 134/269 - Train Accuracy: 0.538, Validation Accuracy: 0.563, Loss: 0.863 Epoch 2 Batch 135/269 - Train Accuracy: 0.539, Validation Accuracy: 0.572, Loss: 0.897 Epoch 2 Batch 136/269 - Train Accuracy: 0.530, Validation Accuracy: 0.564, Loss: 0.892 Epoch 2 Batch 137/269 - Train Accuracy: 0.546, Validation Accuracy: 0.568, Loss: 0.877 Epoch 2 Batch 138/269 - Train Accuracy: 0.546, Validation Accuracy: 0.571, Loss: 0.856 Epoch 2 Batch 139/269 - Train Accuracy: 0.580, Validation Accuracy: 0.574, Loss: 0.815 Epoch 2 Batch 140/269 - Train Accuracy: 0.576, Validation Accuracy: 0.572, Loss: 0.844 Epoch 2 Batch 141/269 - Train Accuracy: 0.558, Validation Accuracy: 0.564, Loss: 0.847 Epoch 2 Batch 142/269 - Train Accuracy: 0.563, Validation Accuracy: 0.570, Loss: 0.813 Epoch 2 Batch 143/269 - Train Accuracy: 0.563, Validation Accuracy: 0.573, Loss: 0.832 Epoch 2 Batch 144/269 - Train Accuracy: 0.568, Validation Accuracy: 0.573, Loss: 0.803 Epoch 2 Batch 145/269 - Train Accuracy: 0.562, Validation Accuracy: 0.572, Loss: 0.820 Epoch 2 Batch 146/269 - Train Accuracy: 0.560, Validation Accuracy: 0.568, Loss: 0.813 Epoch 2 Batch 147/269 - Train Accuracy: 0.589, Validation Accuracy: 0.575, Loss: 0.788 Epoch 2 Batch 148/269 - Train Accuracy: 0.569, Validation Accuracy: 0.578, Loss: 0.838 Epoch 2 Batch 149/269 - Train Accuracy: 0.578, Validation Accuracy: 0.579, Loss: 0.827 Epoch 2 Batch 150/269 - Train Accuracy: 0.572, Validation Accuracy: 0.578, Loss: 0.830 Epoch 2 Batch 151/269 - Train Accuracy: 0.596, Validation Accuracy: 0.578, Loss: 0.790 Epoch 2 Batch 152/269 - Train Accuracy: 0.561, Validation Accuracy: 0.570, Loss: 0.821 Epoch 2 Batch 153/269 - Train Accuracy: 0.570, Validation Accuracy: 0.570, Loss: 0.805 Epoch 2 Batch 154/269 - Train Accuracy: 0.535, Validation Accuracy: 0.569, Loss: 0.839 Epoch 2 Batch 155/269 - Train Accuracy: 0.593, Validation Accuracy: 0.567, Loss: 0.776 Epoch 2 Batch 156/269 - Train Accuracy: 0.546, Validation Accuracy: 0.571, Loss: 0.854 Epoch 2 Batch 157/269 - Train Accuracy: 0.570, Validation Accuracy: 0.577, Loss: 0.818 Epoch 2 Batch 158/269 - Train Accuracy: 0.572, Validation Accuracy: 0.576, Loss: 0.812 Epoch 2 Batch 159/269 - Train Accuracy: 0.573, Validation Accuracy: 0.577, Loss: 0.815 Epoch 2 Batch 160/269 - Train Accuracy: 0.578, Validation Accuracy: 0.580, Loss: 0.812 Epoch 2 Batch 161/269 - Train Accuracy: 0.570, Validation Accuracy: 0.580, Loss: 0.818 Epoch 2 Batch 162/269 - Train Accuracy: 0.560, Validation Accuracy: 0.569, Loss: 0.805 Epoch 2 Batch 163/269 - Train Accuracy: 0.570, Validation Accuracy: 0.554, Loss: 0.801 Epoch 2 Batch 164/269 - Train Accuracy: 0.573, Validation Accuracy: 0.569, Loss: 0.802 Epoch 2 Batch 165/269 - Train Accuracy: 0.555, Validation Accuracy: 0.582, Loss: 0.829 Epoch 2 Batch 166/269 - Train Accuracy: 0.602, Validation Accuracy: 0.586, Loss: 0.764 Epoch 2 Batch 167/269 - Train Accuracy: 0.566, Validation Accuracy: 0.575, Loss: 0.810 Epoch 2 Batch 168/269 - Train Accuracy: 0.559, Validation Accuracy: 0.572, Loss: 0.816 Epoch 2 Batch 169/269 - Train Accuracy: 0.564, Validation Accuracy: 0.578, Loss: 0.811 Epoch 2 Batch 170/269 - Train Accuracy: 0.572, Validation Accuracy: 0.578, Loss: 0.802 Epoch 2 Batch 171/269 - Train Accuracy: 0.563, Validation Accuracy: 0.580, Loss: 0.836 Epoch 2 Batch 172/269 - Train Accuracy: 0.568, Validation Accuracy: 0.578, Loss: 0.816 Epoch 2 Batch 173/269 - Train Accuracy: 0.576, Validation Accuracy: 0.578, Loss: 0.795 Epoch 2 Batch 174/269 - Train Accuracy: 0.565, Validation Accuracy: 0.576, Loss: 0.801 Epoch 2 Batch 175/269 - Train Accuracy: 0.580, Validation Accuracy: 0.579, Loss: 0.816 Epoch 2 Batch 176/269 - Train Accuracy: 0.554, Validation Accuracy: 0.576, Loss: 0.847 Epoch 2 Batch 177/269 - Train Accuracy: 0.580, Validation Accuracy: 0.579, Loss: 0.771 Epoch 2 Batch 178/269 - Train Accuracy: 0.566, Validation Accuracy: 0.576, Loss: 0.820 Epoch 2 Batch 179/269 - Train Accuracy: 0.580, Validation Accuracy: 0.572, Loss: 0.798 Epoch 2 Batch 180/269 - Train Accuracy: 0.568, Validation Accuracy: 0.575, Loss: 0.785 Epoch 2 Batch 181/269 - Train Accuracy: 0.565, Validation Accuracy: 0.575, Loss: 0.798 Epoch 2 Batch 182/269 - Train Accuracy: 0.564, Validation Accuracy: 0.570, Loss: 0.803 Epoch 2 Batch 183/269 - Train Accuracy: 0.626, Validation Accuracy: 0.574, Loss: 0.696 Epoch 2 Batch 184/269 - Train Accuracy: 0.559, Validation Accuracy: 0.573, Loss: 0.823 Epoch 2 Batch 185/269 - Train Accuracy: 0.558, Validation Accuracy: 0.566, Loss: 0.786 Epoch 2 Batch 186/269 - Train Accuracy: 0.535, Validation Accuracy: 0.573, Loss: 0.815 Epoch 2 Batch 187/269 - Train Accuracy: 0.568, Validation Accuracy: 0.572, Loss: 0.779 Epoch 2 Batch 188/269 - Train Accuracy: 0.588, Validation Accuracy: 0.577, Loss: 0.767 Epoch 2 Batch 189/269 - Train Accuracy: 0.587, Validation Accuracy: 0.579, Loss: 0.771 Epoch 2 Batch 190/269 - Train Accuracy: 0.571, Validation Accuracy: 0.579, Loss: 0.774 Epoch 2 Batch 191/269 - Train Accuracy: 0.583, Validation Accuracy: 0.580, Loss: 0.782 Epoch 2 Batch 192/269 - Train Accuracy: 0.576, Validation Accuracy: 0.579, Loss: 0.787 Epoch 2 Batch 193/269 - Train Accuracy: 0.584, Validation Accuracy: 0.585, Loss: 0.784 Epoch 2 Batch 194/269 - Train Accuracy: 0.586, Validation Accuracy: 0.580, Loss: 0.789 Epoch 2 Batch 195/269 - Train Accuracy: 0.569, Validation Accuracy: 0.581, Loss: 0.790 Epoch 2 Batch 196/269 - Train Accuracy: 0.559, Validation Accuracy: 0.584, Loss: 0.777 Epoch 2 Batch 197/269 - Train Accuracy: 0.557, Validation Accuracy: 0.582, Loss: 0.813 Epoch 2 Batch 198/269 - Train Accuracy: 0.557, Validation Accuracy: 0.575, Loss: 0.825 Epoch 2 Batch 199/269 - Train Accuracy: 0.559, Validation Accuracy: 0.566, Loss: 0.796 Epoch 2 Batch 200/269 - Train Accuracy: 0.553, Validation Accuracy: 0.576, Loss: 0.805 Epoch 2 Batch 201/269 - Train Accuracy: 0.575, Validation Accuracy: 0.577, Loss: 0.778 Epoch 2 Batch 202/269 - Train Accuracy: 0.558, Validation Accuracy: 0.569, Loss: 0.777 Epoch 2 Batch 203/269 - Train Accuracy: 0.539, Validation Accuracy: 0.569, Loss: 0.827 Epoch 2 Batch 204/269 - Train Accuracy: 0.554, Validation Accuracy: 0.581, Loss: 0.809 Epoch 2 Batch 205/269 - Train Accuracy: 0.568, Validation Accuracy: 0.578, Loss: 0.768 Epoch 2 Batch 206/269 - Train Accuracy: 0.549, Validation Accuracy: 0.574, Loss: 0.814 Epoch 2 Batch 207/269 - Train Accuracy: 0.593, Validation Accuracy: 0.577, Loss: 0.751 Epoch 2 Batch 208/269 - Train Accuracy: 0.543, Validation Accuracy: 0.580, Loss: 0.814 Epoch 2 Batch 209/269 - Train Accuracy: 0.572, Validation Accuracy: 0.580, Loss: 0.782 Epoch 2 Batch 210/269 - Train Accuracy: 0.586, Validation Accuracy: 0.582, Loss: 0.761 Epoch 2 Batch 211/269 - Train Accuracy: 0.579, Validation Accuracy: 0.586, Loss: 0.780 Epoch 2 Batch 212/269 - Train Accuracy: 0.585, Validation Accuracy: 0.581, Loss: 0.761 Epoch 2 Batch 213/269 - Train Accuracy: 0.581, Validation Accuracy: 0.583, Loss: 0.764 Epoch 2 Batch 214/269 - Train Accuracy: 0.583, Validation Accuracy: 0.582, Loss: 0.763 Epoch 2 Batch 215/269 - Train Accuracy: 0.609, Validation Accuracy: 0.583, Loss: 0.722 Epoch 2 Batch 216/269 - Train Accuracy: 0.547, Validation Accuracy: 0.578, Loss: 0.819 Epoch 2 Batch 217/269 - Train Accuracy: 0.554, Validation Accuracy: 0.583, Loss: 0.795 Epoch 2 Batch 218/269 - Train Accuracy: 0.561, Validation Accuracy: 0.580, Loss: 0.796 Epoch 2 Batch 219/269 - Train Accuracy: 0.570, Validation Accuracy: 0.577, Loss: 0.797 Epoch 2 Batch 220/269 - Train Accuracy: 0.583, Validation Accuracy: 0.583, Loss: 0.728 Epoch 2 Batch 221/269 - Train Accuracy: 0.597, Validation Accuracy: 0.578, Loss: 0.761 Epoch 2 Batch 222/269 - Train Accuracy: 0.586, Validation Accuracy: 0.579, Loss: 0.735 Epoch 2 Batch 223/269 - Train Accuracy: 0.571, Validation Accuracy: 0.581, Loss: 0.742 Epoch 2 Batch 224/269 - Train Accuracy: 0.585, Validation Accuracy: 0.580, Loss: 0.783 Epoch 2 Batch 225/269 - Train Accuracy: 0.573, Validation Accuracy: 0.577, Loss: 0.772 Epoch 2 Batch 226/269 - Train Accuracy: 0.571, Validation Accuracy: 0.582, Loss: 0.758 Epoch 2 Batch 227/269 - Train Accuracy: 0.630, Validation Accuracy: 0.580, Loss: 0.671 Epoch 2 Batch 228/269 - Train Accuracy: 0.569, Validation Accuracy: 0.573, Loss: 0.755 Epoch 2 Batch 229/269 - Train Accuracy: 0.576, Validation Accuracy: 0.574, Loss: 0.747 Epoch 2 Batch 230/269 - Train Accuracy: 0.570, Validation Accuracy: 0.578, Loss: 0.757 Epoch 2 Batch 231/269 - Train Accuracy: 0.546, Validation Accuracy: 0.579, Loss: 0.796 Epoch 2 Batch 232/269 - Train Accuracy: 0.544, Validation Accuracy: 0.577, Loss: 0.795 Epoch 2 Batch 233/269 - Train Accuracy: 0.580, Validation Accuracy: 0.579, Loss: 0.759 Epoch 2 Batch 234/269 - Train Accuracy: 0.579, Validation Accuracy: 0.582, Loss: 0.748 Epoch 2 Batch 235/269 - Train Accuracy: 0.573, Validation Accuracy: 0.577, Loss: 0.749 Epoch 2 Batch 236/269 - Train Accuracy: 0.561, Validation Accuracy: 0.585, Loss: 0.749 Epoch 2 Batch 237/269 - Train Accuracy: 0.564, Validation Accuracy: 0.582, Loss: 0.754 Epoch 2 Batch 238/269 - Train Accuracy: 0.593, Validation Accuracy: 0.577, Loss: 0.742 Epoch 2 Batch 239/269 - Train Accuracy: 0.586, Validation Accuracy: 0.580, Loss: 0.742 Epoch 2 Batch 240/269 - Train Accuracy: 0.611, Validation Accuracy: 0.587, Loss: 0.689 Epoch 2 Batch 241/269 - Train Accuracy: 0.587, Validation Accuracy: 0.583, Loss: 0.760 Epoch 2 Batch 242/269 - Train Accuracy: 0.569, Validation Accuracy: 0.577, Loss: 0.746 Epoch 2 Batch 243/269 - Train Accuracy: 0.599, Validation Accuracy: 0.585, Loss: 0.726 Epoch 2 Batch 244/269 - Train Accuracy: 0.575, Validation Accuracy: 0.575, Loss: 0.747 Epoch 2 Batch 245/269 - Train Accuracy: 0.556, Validation Accuracy: 0.584, Loss: 0.786 Epoch 2 Batch 246/269 - Train Accuracy: 0.565, Validation Accuracy: 0.583, Loss: 0.750 Epoch 2 Batch 247/269 - Train Accuracy: 0.569, Validation Accuracy: 0.583, Loss: 0.773 Epoch 2 Batch 248/269 - Train Accuracy: 0.563, Validation Accuracy: 0.587, Loss: 0.734 Epoch 2 Batch 249/269 - Train Accuracy: 0.607, Validation Accuracy: 0.585, Loss: 0.706 Epoch 2 Batch 250/269 - Train Accuracy: 0.577, Validation Accuracy: 0.591, Loss: 0.761 Epoch 2 Batch 251/269 - Train Accuracy: 0.593, Validation Accuracy: 0.590, Loss: 0.726 Epoch 2 Batch 252/269 - Train Accuracy: 0.591, Validation Accuracy: 0.593, Loss: 0.747 Epoch 2 Batch 253/269 - Train Accuracy: 0.571, Validation Accuracy: 0.592, Loss: 0.750 Epoch 2 Batch 254/269 - Train Accuracy: 0.583, Validation Accuracy: 0.584, Loss: 0.731 Epoch 2 Batch 255/269 - Train Accuracy: 0.603, Validation Accuracy: 0.580, Loss: 0.708 Epoch 2 Batch 256/269 - Train Accuracy: 0.569, Validation Accuracy: 0.592, Loss: 0.748 Epoch 2 Batch 257/269 - Train Accuracy: 0.565, Validation Accuracy: 0.598, Loss: 0.751 Epoch 2 Batch 258/269 - Train Accuracy: 0.572, Validation Accuracy: 0.586, Loss: 0.741 Epoch 2 Batch 259/269 - Train Accuracy: 0.603, Validation Accuracy: 0.597, Loss: 0.739 Epoch 2 Batch 260/269 - Train Accuracy: 0.567, Validation Accuracy: 0.586, Loss: 0.776 Epoch 2 Batch 261/269 - Train Accuracy: 0.543, Validation Accuracy: 0.589, Loss: 0.783 Epoch 2 Batch 262/269 - Train Accuracy: 0.590, Validation Accuracy: 0.589, Loss: 0.734 Epoch 2 Batch 263/269 - Train Accuracy: 0.581, Validation Accuracy: 0.589, Loss: 0.759 Epoch 2 Batch 264/269 - Train Accuracy: 0.552, Validation Accuracy: 0.584, Loss: 0.770 Epoch 2 Batch 265/269 - Train Accuracy: 0.570, Validation Accuracy: 0.587, Loss: 0.757 Epoch 2 Batch 266/269 - Train Accuracy: 0.590, Validation Accuracy: 0.585, Loss: 0.719 Epoch 2 Batch 267/269 - Train Accuracy: 0.583, Validation Accuracy: 0.581, Loss: 0.741 Epoch 3 Batch 0/269 - Train Accuracy: 0.560, Validation Accuracy: 0.582, Loss: 0.763 Epoch 3 Batch 1/269 - Train Accuracy: 0.566, Validation Accuracy: 0.581, Loss: 0.746 Epoch 3 Batch 2/269 - Train Accuracy: 0.552, Validation Accuracy: 0.582, Loss: 0.736 Epoch 3 Batch 3/269 - Train Accuracy: 0.578, Validation Accuracy: 0.590, Loss: 0.744 Epoch 3 Batch 4/269 - Train Accuracy: 0.567, Validation Accuracy: 0.595, Loss: 0.758 Epoch 3 Batch 5/269 - Train Accuracy: 0.559, Validation Accuracy: 0.595, Loss: 0.752 Epoch 3 Batch 6/269 - Train Accuracy: 0.593, Validation Accuracy: 0.596, Loss: 0.699 Epoch 3 Batch 7/269 - Train Accuracy: 0.575, Validation Accuracy: 0.580, Loss: 0.716 Epoch 3 Batch 8/269 - Train Accuracy: 0.555, Validation Accuracy: 0.580, Loss: 0.760 Epoch 3 Batch 9/269 - Train Accuracy: 0.577, Validation Accuracy: 0.588, Loss: 0.741 Epoch 3 Batch 10/269 - Train Accuracy: 0.577, Validation Accuracy: 0.591, Loss: 0.740 Epoch 3 Batch 11/269 - Train Accuracy: 0.576, Validation Accuracy: 0.594, Loss: 0.734 Epoch 3 Batch 12/269 - Train Accuracy: 0.557, Validation Accuracy: 0.595, Loss: 0.757 Epoch 3 Batch 13/269 - Train Accuracy: 0.602, Validation Accuracy: 0.584, Loss: 0.676 Epoch 3 Batch 14/269 - Train Accuracy: 0.591, Validation Accuracy: 0.590, Loss: 0.718 Epoch 3 Batch 15/269 - Train Accuracy: 0.583, Validation Accuracy: 0.603, Loss: 0.712 Epoch 3 Batch 16/269 - Train Accuracy: 0.606, Validation Accuracy: 0.599, Loss: 0.715 Epoch 3 Batch 17/269 - Train Accuracy: 0.590, Validation Accuracy: 0.596, Loss: 0.704 Epoch 3 Batch 18/269 - Train Accuracy: 0.560, Validation Accuracy: 0.593, Loss: 0.734 Epoch 3 Batch 19/269 - Train Accuracy: 0.611, Validation Accuracy: 0.595, Loss: 0.668 Epoch 3 Batch 20/269 - Train Accuracy: 0.580, Validation Accuracy: 0.595, Loss: 0.739 Epoch 3 Batch 21/269 - Train Accuracy: 0.570, Validation Accuracy: 0.589, Loss: 0.762 Epoch 3 Batch 22/269 - Train Accuracy: 0.592, Validation Accuracy: 0.598, Loss: 0.698 Epoch 3 Batch 23/269 - Train Accuracy: 0.599, Validation Accuracy: 0.598, Loss: 0.709 Epoch 3 Batch 24/269 - Train Accuracy: 0.565, Validation Accuracy: 0.584, Loss: 0.744 Epoch 3 Batch 25/269 - Train Accuracy: 0.578, Validation Accuracy: 0.598, Loss: 0.753 Epoch 3 Batch 26/269 - Train Accuracy: 0.618, Validation Accuracy: 0.600, Loss: 0.666 Epoch 3 Batch 27/269 - Train Accuracy: 0.571, Validation Accuracy: 0.593, Loss: 0.704 Epoch 3 Batch 28/269 - Train Accuracy: 0.553, Validation Accuracy: 0.606, Loss: 0.762 Epoch 3 Batch 29/269 - Train Accuracy: 0.584, Validation Accuracy: 0.601, Loss: 0.729 Epoch 3 Batch 30/269 - Train Accuracy: 0.591, Validation Accuracy: 0.589, Loss: 0.699 Epoch 3 Batch 31/269 - Train Accuracy: 0.602, Validation Accuracy: 0.605, Loss: 0.693 Epoch 3 Batch 32/269 - Train Accuracy: 0.592, Validation Accuracy: 0.605, Loss: 0.699 Epoch 3 Batch 33/269 - Train Accuracy: 0.607, Validation Accuracy: 0.598, Loss: 0.680 Epoch 3 Batch 34/269 - Train Accuracy: 0.598, Validation Accuracy: 0.595, Loss: 0.697 Epoch 3 Batch 35/269 - Train Accuracy: 0.598, Validation Accuracy: 0.598, Loss: 0.709 Epoch 3 Batch 36/269 - Train Accuracy: 0.595, Validation Accuracy: 0.597, Loss: 0.701 Epoch 3 Batch 37/269 - Train Accuracy: 0.605, Validation Accuracy: 0.601, Loss: 0.693 Epoch 3 Batch 38/269 - Train Accuracy: 0.603, Validation Accuracy: 0.605, Loss: 0.696 Epoch 3 Batch 39/269 - Train Accuracy: 0.601, Validation Accuracy: 0.604, Loss: 0.690 Epoch 3 Batch 40/269 - Train Accuracy: 0.577, Validation Accuracy: 0.594, Loss: 0.724 Epoch 3 Batch 41/269 - Train Accuracy: 0.578, Validation Accuracy: 0.588, Loss: 0.707 Epoch 3 Batch 42/269 - Train Accuracy: 0.626, Validation Accuracy: 0.599, Loss: 0.657 Epoch 3 Batch 43/269 - Train Accuracy: 0.583, Validation Accuracy: 0.603, Loss: 0.715 Epoch 3 Batch 44/269 - Train Accuracy: 0.607, Validation Accuracy: 0.596, Loss: 0.697 Epoch 3 Batch 45/269 - Train Accuracy: 0.568, Validation Accuracy: 0.601, Loss: 0.725 Epoch 3 Batch 46/269 - Train Accuracy: 0.591, Validation Accuracy: 0.600, Loss: 0.718 Epoch 3 Batch 47/269 - Train Accuracy: 0.620, Validation Accuracy: 0.599, Loss: 0.644 Epoch 3 Batch 48/269 - Train Accuracy: 0.598, Validation Accuracy: 0.604, Loss: 0.673 Epoch 3 Batch 49/269 - Train Accuracy: 0.579, Validation Accuracy: 0.604, Loss: 0.704 Epoch 3 Batch 50/269 - Train Accuracy: 0.577, Validation Accuracy: 0.595, Loss: 0.717 Epoch 3 Batch 51/269 - Train Accuracy: 0.583, Validation Accuracy: 0.594, Loss: 0.695 Epoch 3 Batch 52/269 - Train Accuracy: 0.589, Validation Accuracy: 0.599, Loss: 0.665 Epoch 3 Batch 53/269 - Train Accuracy: 0.571, Validation Accuracy: 0.598, Loss: 0.722 Epoch 3 Batch 54/269 - Train Accuracy: 0.588, Validation Accuracy: 0.600, Loss: 0.707 Epoch 3 Batch 55/269 - Train Accuracy: 0.609, Validation Accuracy: 0.600, Loss: 0.678 Epoch 3 Batch 56/269 - Train Accuracy: 0.609, Validation Accuracy: 0.600, Loss: 0.686 Epoch 3 Batch 57/269 - Train Accuracy: 0.600, Validation Accuracy: 0.595, Loss: 0.692 Epoch 3 Batch 58/269 - Train Accuracy: 0.602, Validation Accuracy: 0.598, Loss: 0.675 Epoch 3 Batch 59/269 - Train Accuracy: 0.614, Validation Accuracy: 0.602, Loss: 0.656 Epoch 3 Batch 60/269 - Train Accuracy: 0.608, Validation Accuracy: 0.606, Loss: 0.652 Epoch 3 Batch 61/269 - Train Accuracy: 0.614, Validation Accuracy: 0.604, Loss: 0.638 Epoch 3 Batch 62/269 - Train Accuracy: 0.611, Validation Accuracy: 0.599, Loss: 0.655 Epoch 3 Batch 63/269 - Train Accuracy: 0.588, Validation Accuracy: 0.600, Loss: 0.691 Epoch 3 Batch 64/269 - Train Accuracy: 0.598, Validation Accuracy: 0.600, Loss: 0.671 Epoch 3 Batch 65/269 - Train Accuracy: 0.591, Validation Accuracy: 0.601, Loss: 0.671 Epoch 3 Batch 66/269 - Train Accuracy: 0.607, Validation Accuracy: 0.603, Loss: 0.657 Epoch 3 Batch 67/269 - Train Accuracy: 0.594, Validation Accuracy: 0.604, Loss: 0.690 Epoch 3 Batch 68/269 - Train Accuracy: 0.582, Validation Accuracy: 0.593, Loss: 0.683 Epoch 3 Batch 69/269 - Train Accuracy: 0.563, Validation Accuracy: 0.594, Loss: 0.742 Epoch 3 Batch 70/269 - Train Accuracy: 0.604, Validation Accuracy: 0.599, Loss: 0.681 Epoch 3 Batch 71/269 - Train Accuracy: 0.587, Validation Accuracy: 0.604, Loss: 0.707 Epoch 3 Batch 72/269 - Train Accuracy: 0.608, Validation Accuracy: 0.602, Loss: 0.666 Epoch 3 Batch 73/269 - Train Accuracy: 0.604, Validation Accuracy: 0.604, Loss: 0.688 Epoch 3 Batch 74/269 - Train Accuracy: 0.610, Validation Accuracy: 0.607, Loss: 0.685 Epoch 3 Batch 75/269 - Train Accuracy: 0.592, Validation Accuracy: 0.605, Loss: 0.675 Epoch 3 Batch 76/269 - Train Accuracy: 0.595, Validation Accuracy: 0.612, Loss: 0.683 Epoch 3 Batch 77/269 - Train Accuracy: 0.624, Validation Accuracy: 0.612, Loss: 0.670 Epoch 3 Batch 78/269 - Train Accuracy: 0.606, Validation Accuracy: 0.604, Loss: 0.664 Epoch 3 Batch 79/269 - Train Accuracy: 0.603, Validation Accuracy: 0.600, Loss: 0.664 Epoch 3 Batch 80/269 - Train Accuracy: 0.606, Validation Accuracy: 0.605, Loss: 0.664 Epoch 3 Batch 81/269 - Train Accuracy: 0.596, Validation Accuracy: 0.601, Loss: 0.679 Epoch 3 Batch 82/269 - Train Accuracy: 0.603, Validation Accuracy: 0.609, Loss: 0.645 Epoch 3 Batch 83/269 - Train Accuracy: 0.610, Validation Accuracy: 0.611, Loss: 0.678 Epoch 3 Batch 84/269 - Train Accuracy: 0.607, Validation Accuracy: 0.601, Loss: 0.651 Epoch 3 Batch 85/269 - Train Accuracy: 0.598, Validation Accuracy: 0.606, Loss: 0.666 Epoch 3 Batch 86/269 - Train Accuracy: 0.585, Validation Accuracy: 0.607, Loss: 0.662 Epoch 3 Batch 87/269 - Train Accuracy: 0.587, Validation Accuracy: 0.601, Loss: 0.708 Epoch 3 Batch 88/269 - Train Accuracy: 0.597, Validation Accuracy: 0.607, Loss: 0.666 Epoch 3 Batch 89/269 - Train Accuracy: 0.617, Validation Accuracy: 0.606, Loss: 0.664 Epoch 3 Batch 90/269 - Train Accuracy: 0.566, Validation Accuracy: 0.597, Loss: 0.704 Epoch 3 Batch 91/269 - Train Accuracy: 0.606, Validation Accuracy: 0.609, Loss: 0.648 Epoch 3 Batch 92/269 - Train Accuracy: 0.598, Validation Accuracy: 0.608, Loss: 0.655 Epoch 3 Batch 93/269 - Train Accuracy: 0.606, Validation Accuracy: 0.597, Loss: 0.633 Epoch 3 Batch 94/269 - Train Accuracy: 0.596, Validation Accuracy: 0.604, Loss: 0.675 Epoch 3 Batch 95/269 - Train Accuracy: 0.606, Validation Accuracy: 0.611, Loss: 0.663 Epoch 3 Batch 96/269 - Train Accuracy: 0.596, Validation Accuracy: 0.606, Loss: 0.660 Epoch 3 Batch 97/269 - Train Accuracy: 0.591, Validation Accuracy: 0.607, Loss: 0.655 Epoch 3 Batch 98/269 - Train Accuracy: 0.614, Validation Accuracy: 0.605, Loss: 0.659 Epoch 3 Batch 99/269 - Train Accuracy: 0.576, Validation Accuracy: 0.601, Loss: 0.685 Epoch 3 Batch 100/269 - Train Accuracy: 0.611, Validation Accuracy: 0.610, Loss: 0.650 Epoch 3 Batch 101/269 - Train Accuracy: 0.576, Validation Accuracy: 0.610, Loss: 0.693 Epoch 3 Batch 102/269 - Train Accuracy: 0.602, Validation Accuracy: 0.605, Loss: 0.656 Epoch 3 Batch 103/269 - Train Accuracy: 0.594, Validation Accuracy: 0.606, Loss: 0.644 Epoch 3 Batch 104/269 - Train Accuracy: 0.596, Validation Accuracy: 0.609, Loss: 0.656 Epoch 3 Batch 105/269 - Train Accuracy: 0.597, Validation Accuracy: 0.608, Loss: 0.667 Epoch 3 Batch 106/269 - Train Accuracy: 0.606, Validation Accuracy: 0.605, Loss: 0.649 Epoch 3 Batch 107/269 - Train Accuracy: 0.577, Validation Accuracy: 0.613, Loss: 0.689 Epoch 3 Batch 108/269 - Train Accuracy: 0.597, Validation Accuracy: 0.604, Loss: 0.650 Epoch 3 Batch 109/269 - Train Accuracy: 0.578, Validation Accuracy: 0.606, Loss: 0.660 Epoch 3 Batch 110/269 - Train Accuracy: 0.598, Validation Accuracy: 0.611, Loss: 0.645 Epoch 3 Batch 111/269 - Train Accuracy: 0.571, Validation Accuracy: 0.603, Loss: 0.690 Epoch 3 Batch 112/269 - Train Accuracy: 0.602, Validation Accuracy: 0.594, Loss: 0.652 Epoch 3 Batch 113/269 - Train Accuracy: 0.601, Validation Accuracy: 0.596, Loss: 0.625 Epoch 3 Batch 114/269 - Train Accuracy: 0.595, Validation Accuracy: 0.603, Loss: 0.649 Epoch 3 Batch 115/269 - Train Accuracy: 0.589, Validation Accuracy: 0.601, Loss: 0.672 Epoch 3 Batch 116/269 - Train Accuracy: 0.595, Validation Accuracy: 0.592, Loss: 0.658 Epoch 3 Batch 117/269 - Train Accuracy: 0.590, Validation Accuracy: 0.597, Loss: 0.648 Epoch 3 Batch 118/269 - Train Accuracy: 0.613, Validation Accuracy: 0.599, Loss: 0.629 Epoch 3 Batch 119/269 - Train Accuracy: 0.581, Validation Accuracy: 0.602, Loss: 0.678 Epoch 3 Batch 120/269 - Train Accuracy: 0.597, Validation Accuracy: 0.607, Loss: 0.669 Epoch 3 Batch 121/269 - Train Accuracy: 0.601, Validation Accuracy: 0.608, Loss: 0.636 Epoch 3 Batch 122/269 - Train Accuracy: 0.605, Validation Accuracy: 0.612, Loss: 0.637 Epoch 3 Batch 123/269 - Train Accuracy: 0.586, Validation Accuracy: 0.611, Loss: 0.673 Epoch 3 Batch 124/269 - Train Accuracy: 0.601, Validation Accuracy: 0.612, Loss: 0.630 Epoch 3 Batch 125/269 - Train Accuracy: 0.607, Validation Accuracy: 0.616, Loss: 0.631 Epoch 3 Batch 126/269 - Train Accuracy: 0.601, Validation Accuracy: 0.607, Loss: 0.635 Epoch 3 Batch 127/269 - Train Accuracy: 0.588, Validation Accuracy: 0.610, Loss: 0.666 Epoch 3 Batch 128/269 - Train Accuracy: 0.623, Validation Accuracy: 0.619, Loss: 0.638 Epoch 3 Batch 129/269 - Train Accuracy: 0.603, Validation Accuracy: 0.618, Loss: 0.644 Epoch 3 Batch 130/269 - Train Accuracy: 0.587, Validation Accuracy: 0.617, Loss: 0.670 Epoch 3 Batch 131/269 - Train Accuracy: 0.582, Validation Accuracy: 0.610, Loss: 0.658 Epoch 3 Batch 132/269 - Train Accuracy: 0.606, Validation Accuracy: 0.610, Loss: 0.648 Epoch 3 Batch 133/269 - Train Accuracy: 0.612, Validation Accuracy: 0.616, Loss: 0.619 Epoch 3 Batch 134/269 - Train Accuracy: 0.592, Validation Accuracy: 0.615, Loss: 0.656 Epoch 3 Batch 135/269 - Train Accuracy: 0.575, Validation Accuracy: 0.611, Loss: 0.685 Epoch 3 Batch 136/269 - Train Accuracy: 0.583, Validation Accuracy: 0.611, Loss: 0.686 Epoch 3 Batch 137/269 - Train Accuracy: 0.594, Validation Accuracy: 0.613, Loss: 0.675 Epoch 3 Batch 138/269 - Train Accuracy: 0.595, Validation Accuracy: 0.616, Loss: 0.660 Epoch 3 Batch 139/269 - Train Accuracy: 0.623, Validation Accuracy: 0.611, Loss: 0.622 Epoch 3 Batch 140/269 - Train Accuracy: 0.606, Validation Accuracy: 0.594, Loss: 0.649 Epoch 3 Batch 141/269 - Train Accuracy: 0.613, Validation Accuracy: 0.613, Loss: 0.651 Epoch 3 Batch 142/269 - Train Accuracy: 0.610, Validation Accuracy: 0.617, Loss: 0.617 Epoch 3 Batch 143/269 - Train Accuracy: 0.607, Validation Accuracy: 0.613, Loss: 0.634 Epoch 3 Batch 144/269 - Train Accuracy: 0.612, Validation Accuracy: 0.619, Loss: 0.611 Epoch 3 Batch 145/269 - Train Accuracy: 0.599, Validation Accuracy: 0.600, Loss: 0.628 Epoch 3 Batch 146/269 - Train Accuracy: 0.598, Validation Accuracy: 0.608, Loss: 0.621 Epoch 3 Batch 147/269 - Train Accuracy: 0.634, Validation Accuracy: 0.619, Loss: 0.605 Epoch 3 Batch 148/269 - Train Accuracy: 0.600, Validation Accuracy: 0.617, Loss: 0.638 Epoch 3 Batch 149/269 - Train Accuracy: 0.607, Validation Accuracy: 0.619, Loss: 0.639 Epoch 3 Batch 150/269 - Train Accuracy: 0.604, Validation Accuracy: 0.613, Loss: 0.636 Epoch 3 Batch 151/269 - Train Accuracy: 0.640, Validation Accuracy: 0.617, Loss: 0.607 Epoch 3 Batch 152/269 - Train Accuracy: 0.613, Validation Accuracy: 0.617, Loss: 0.630 Epoch 3 Batch 153/269 - Train Accuracy: 0.614, Validation Accuracy: 0.612, Loss: 0.619 Epoch 3 Batch 154/269 - Train Accuracy: 0.604, Validation Accuracy: 0.613, Loss: 0.644 Epoch 3 Batch 155/269 - Train Accuracy: 0.631, Validation Accuracy: 0.617, Loss: 0.598 Epoch 3 Batch 156/269 - Train Accuracy: 0.594, Validation Accuracy: 0.617, Loss: 0.659 Epoch 3 Batch 157/269 - Train Accuracy: 0.612, Validation Accuracy: 0.620, Loss: 0.629 Epoch 3 Batch 158/269 - Train Accuracy: 0.599, Validation Accuracy: 0.604, Loss: 0.630 Epoch 3 Batch 159/269 - Train Accuracy: 0.614, Validation Accuracy: 0.615, Loss: 0.631 Epoch 3 Batch 160/269 - Train Accuracy: 0.608, Validation Accuracy: 0.614, Loss: 0.621 Epoch 3 Batch 161/269 - Train Accuracy: 0.599, Validation Accuracy: 0.602, Loss: 0.632 Epoch 3 Batch 162/269 - Train Accuracy: 0.617, Validation Accuracy: 0.624, Loss: 0.625 Epoch 3 Batch 163/269 - Train Accuracy: 0.627, Validation Accuracy: 0.621, Loss: 0.620 Epoch 3 Batch 164/269 - Train Accuracy: 0.617, Validation Accuracy: 0.602, Loss: 0.612 Epoch 3 Batch 165/269 - Train Accuracy: 0.602, Validation Accuracy: 0.618, Loss: 0.647 Epoch 3 Batch 166/269 - Train Accuracy: 0.636, Validation Accuracy: 0.619, Loss: 0.593 Epoch 3 Batch 167/269 - Train Accuracy: 0.600, Validation Accuracy: 0.606, Loss: 0.623 Epoch 3 Batch 168/269 - Train Accuracy: 0.600, Validation Accuracy: 0.619, Loss: 0.636 Epoch 3 Batch 169/269 - Train Accuracy: 0.614, Validation Accuracy: 0.617, Loss: 0.628 Epoch 3 Batch 170/269 - Train Accuracy: 0.609, Validation Accuracy: 0.610, Loss: 0.616 Epoch 3 Batch 171/269 - Train Accuracy: 0.608, Validation Accuracy: 0.619, Loss: 0.652 Epoch 3 Batch 172/269 - Train Accuracy: 0.605, Validation Accuracy: 0.614, Loss: 0.629 Epoch 3 Batch 173/269 - Train Accuracy: 0.599, Validation Accuracy: 0.605, Loss: 0.610 Epoch 3 Batch 174/269 - Train Accuracy: 0.586, Validation Accuracy: 0.612, Loss: 0.622 Epoch 3 Batch 175/269 - Train Accuracy: 0.610, Validation Accuracy: 0.617, Loss: 0.634 Epoch 3 Batch 176/269 - Train Accuracy: 0.589, Validation Accuracy: 0.610, Loss: 0.657 Epoch 3 Batch 177/269 - Train Accuracy: 0.614, Validation Accuracy: 0.614, Loss: 0.600 Epoch 3 Batch 178/269 - Train Accuracy: 0.597, Validation Accuracy: 0.609, Loss: 0.631 Epoch 3 Batch 179/269 - Train Accuracy: 0.615, Validation Accuracy: 0.609, Loss: 0.621 Epoch 3 Batch 180/269 - Train Accuracy: 0.612, Validation Accuracy: 0.615, Loss: 0.612 Epoch 3 Batch 181/269 - Train Accuracy: 0.595, Validation Accuracy: 0.614, Loss: 0.617 Epoch 3 Batch 182/269 - Train Accuracy: 0.607, Validation Accuracy: 0.600, Loss: 0.622 Epoch 3 Batch 183/269 - Train Accuracy: 0.658, Validation Accuracy: 0.601, Loss: 0.537 Epoch 3 Batch 184/269 - Train Accuracy: 0.600, Validation Accuracy: 0.617, Loss: 0.640 Epoch 3 Batch 185/269 - Train Accuracy: 0.618, Validation Accuracy: 0.612, Loss: 0.612 Epoch 3 Batch 186/269 - Train Accuracy: 0.590, Validation Accuracy: 0.615, Loss: 0.633 Epoch 3 Batch 187/269 - Train Accuracy: 0.617, Validation Accuracy: 0.616, Loss: 0.604 Epoch 3 Batch 188/269 - Train Accuracy: 0.605, Validation Accuracy: 0.613, Loss: 0.595 Epoch 3 Batch 189/269 - Train Accuracy: 0.620, Validation Accuracy: 0.618, Loss: 0.597 Epoch 3 Batch 190/269 - Train Accuracy: 0.617, Validation Accuracy: 0.625, Loss: 0.599 Epoch 3 Batch 191/269 - Train Accuracy: 0.619, Validation Accuracy: 0.612, Loss: 0.604 Epoch 3 Batch 192/269 - Train Accuracy: 0.598, Validation Accuracy: 0.608, Loss: 0.609 Epoch 3 Batch 193/269 - Train Accuracy: 0.609, Validation Accuracy: 0.623, Loss: 0.608 Epoch 3 Batch 194/269 - Train Accuracy: 0.621, Validation Accuracy: 0.620, Loss: 0.613 Epoch 3 Batch 195/269 - Train Accuracy: 0.601, Validation Accuracy: 0.618, Loss: 0.608 Epoch 3 Batch 196/269 - Train Accuracy: 0.589, Validation Accuracy: 0.624, Loss: 0.603 Epoch 3 Batch 197/269 - Train Accuracy: 0.591, Validation Accuracy: 0.620, Loss: 0.625 Epoch 3 Batch 198/269 - Train Accuracy: 0.600, Validation Accuracy: 0.621, Loss: 0.638 Epoch 3 Batch 199/269 - Train Accuracy: 0.606, Validation Accuracy: 0.619, Loss: 0.621 Epoch 3 Batch 200/269 - Train Accuracy: 0.604, Validation Accuracy: 0.618, Loss: 0.623 Epoch 3 Batch 201/269 - Train Accuracy: 0.616, Validation Accuracy: 0.615, Loss: 0.603 Epoch 3 Batch 202/269 - Train Accuracy: 0.610, Validation Accuracy: 0.619, Loss: 0.597 Epoch 3 Batch 203/269 - Train Accuracy: 0.589, Validation Accuracy: 0.623, Loss: 0.641 Epoch 3 Batch 204/269 - Train Accuracy: 0.606, Validation Accuracy: 0.626, Loss: 0.632 Epoch 3 Batch 205/269 - Train Accuracy: 0.620, Validation Accuracy: 0.616, Loss: 0.592 Epoch 3 Batch 206/269 - Train Accuracy: 0.596, Validation Accuracy: 0.621, Loss: 0.625 Epoch 3 Batch 207/269 - Train Accuracy: 0.628, Validation Accuracy: 0.615, Loss: 0.586 Epoch 3 Batch 208/269 - Train Accuracy: 0.601, Validation Accuracy: 0.624, Loss: 0.630 Epoch 3 Batch 209/269 - Train Accuracy: 0.614, Validation Accuracy: 0.618, Loss: 0.609 Epoch 3 Batch 210/269 - Train Accuracy: 0.622, Validation Accuracy: 0.615, Loss: 0.590 Epoch 3 Batch 211/269 - Train Accuracy: 0.625, Validation Accuracy: 0.621, Loss: 0.609 Epoch 3 Batch 212/269 - Train Accuracy: 0.632, Validation Accuracy: 0.618, Loss: 0.594 Epoch 3 Batch 213/269 - Train Accuracy: 0.600, Validation Accuracy: 0.609, Loss: 0.596 Epoch 3 Batch 214/269 - Train Accuracy: 0.638, Validation Accuracy: 0.620, Loss: 0.598 Epoch 3 Batch 215/269 - Train Accuracy: 0.640, Validation Accuracy: 0.622, Loss: 0.565 Epoch 3 Batch 216/269 - Train Accuracy: 0.590, Validation Accuracy: 0.623, Loss: 0.638 Epoch 3 Batch 217/269 - Train Accuracy: 0.594, Validation Accuracy: 0.626, Loss: 0.620 Epoch 3 Batch 218/269 - Train Accuracy: 0.614, Validation Accuracy: 0.627, Loss: 0.615 Epoch 3 Batch 219/269 - Train Accuracy: 0.624, Validation Accuracy: 0.627, Loss: 0.623 Epoch 3 Batch 220/269 - Train Accuracy: 0.620, Validation Accuracy: 0.619, Loss: 0.563 Epoch 3 Batch 221/269 - Train Accuracy: 0.648, Validation Accuracy: 0.627, Loss: 0.595 Epoch 3 Batch 222/269 - Train Accuracy: 0.637, Validation Accuracy: 0.624, Loss: 0.572 Epoch 3 Batch 223/269 - Train Accuracy: 0.616, Validation Accuracy: 0.624, Loss: 0.580 Epoch 3 Batch 224/269 - Train Accuracy: 0.628, Validation Accuracy: 0.623, Loss: 0.611 Epoch 3 Batch 225/269 - Train Accuracy: 0.608, Validation Accuracy: 0.626, Loss: 0.598 Epoch 3 Batch 226/269 - Train Accuracy: 0.611, Validation Accuracy: 0.627, Loss: 0.589 Epoch 3 Batch 227/269 - Train Accuracy: 0.664, Validation Accuracy: 0.621, Loss: 0.524 Epoch 3 Batch 228/269 - Train Accuracy: 0.614, Validation Accuracy: 0.619, Loss: 0.585 Epoch 3 Batch 229/269 - Train Accuracy: 0.617, Validation Accuracy: 0.622, Loss: 0.584 Epoch 3 Batch 230/269 - Train Accuracy: 0.622, Validation Accuracy: 0.622, Loss: 0.586 Epoch 3 Batch 231/269 - Train Accuracy: 0.599, Validation Accuracy: 0.625, Loss: 0.621 Epoch 3 Batch 232/269 - Train Accuracy: 0.585, Validation Accuracy: 0.620, Loss: 0.615 Epoch 3 Batch 233/269 - Train Accuracy: 0.629, Validation Accuracy: 0.632, Loss: 0.593 Epoch 3 Batch 234/269 - Train Accuracy: 0.627, Validation Accuracy: 0.629, Loss: 0.582 Epoch 3 Batch 235/269 - Train Accuracy: 0.624, Validation Accuracy: 0.627, Loss: 0.572 Epoch 3 Batch 236/269 - Train Accuracy: 0.623, Validation Accuracy: 0.628, Loss: 0.576 Epoch 3 Batch 237/269 - Train Accuracy: 0.607, Validation Accuracy: 0.629, Loss: 0.585 Epoch 3 Batch 238/269 - Train Accuracy: 0.644, Validation Accuracy: 0.634, Loss: 0.570 Epoch 3 Batch 239/269 - Train Accuracy: 0.629, Validation Accuracy: 0.625, Loss: 0.574 Epoch 3 Batch 240/269 - Train Accuracy: 0.642, Validation Accuracy: 0.617, Loss: 0.531 Epoch 3 Batch 241/269 - Train Accuracy: 0.615, Validation Accuracy: 0.616, Loss: 0.592 Epoch 3 Batch 242/269 - Train Accuracy: 0.621, Validation Accuracy: 0.624, Loss: 0.580 Epoch 3 Batch 243/269 - Train Accuracy: 0.636, Validation Accuracy: 0.623, Loss: 0.563 Epoch 3 Batch 244/269 - Train Accuracy: 0.619, Validation Accuracy: 0.619, Loss: 0.583 Epoch 3 Batch 245/269 - Train Accuracy: 0.607, Validation Accuracy: 0.628, Loss: 0.610 Epoch 3 Batch 246/269 - Train Accuracy: 0.607, Validation Accuracy: 0.628, Loss: 0.583 Epoch 3 Batch 247/269 - Train Accuracy: 0.623, Validation Accuracy: 0.633, Loss: 0.600 Epoch 3 Batch 248/269 - Train Accuracy: 0.614, Validation Accuracy: 0.623, Loss: 0.574 Epoch 3 Batch 249/269 - Train Accuracy: 0.643, Validation Accuracy: 0.624, Loss: 0.548 Epoch 3 Batch 250/269 - Train Accuracy: 0.611, Validation Accuracy: 0.628, Loss: 0.591 Epoch 3 Batch 251/269 - Train Accuracy: 0.635, Validation Accuracy: 0.620, Loss: 0.567 Epoch 3 Batch 252/269 - Train Accuracy: 0.626, Validation Accuracy: 0.624, Loss: 0.591 Epoch 3 Batch 253/269 - Train Accuracy: 0.611, Validation Accuracy: 0.618, Loss: 0.592 Epoch 3 Batch 254/269 - Train Accuracy: 0.624, Validation Accuracy: 0.631, Loss: 0.574 Epoch 3 Batch 255/269 - Train Accuracy: 0.653, Validation Accuracy: 0.631, Loss: 0.553 Epoch 3 Batch 256/269 - Train Accuracy: 0.609, Validation Accuracy: 0.633, Loss: 0.580 Epoch 3 Batch 257/269 - Train Accuracy: 0.612, Validation Accuracy: 0.632, Loss: 0.583 Epoch 3 Batch 258/269 - Train Accuracy: 0.616, Validation Accuracy: 0.627, Loss: 0.579 Epoch 3 Batch 259/269 - Train Accuracy: 0.642, Validation Accuracy: 0.632, Loss: 0.571 Epoch 3 Batch 260/269 - Train Accuracy: 0.611, Validation Accuracy: 0.631, Loss: 0.597 Epoch 3 Batch 261/269 - Train Accuracy: 0.594, Validation Accuracy: 0.628, Loss: 0.601 Epoch 3 Batch 262/269 - Train Accuracy: 0.638, Validation Accuracy: 0.625, Loss: 0.569 Epoch 3 Batch 263/269 - Train Accuracy: 0.614, Validation Accuracy: 0.624, Loss: 0.588 Epoch 3 Batch 264/269 - Train Accuracy: 0.606, Validation Accuracy: 0.620, Loss: 0.599 Epoch 3 Batch 265/269 - Train Accuracy: 0.621, Validation Accuracy: 0.635, Loss: 0.586 Epoch 3 Batch 266/269 - Train Accuracy: 0.637, Validation Accuracy: 0.631, Loss: 0.561 Epoch 3 Batch 267/269 - Train Accuracy: 0.627, Validation Accuracy: 0.625, Loss: 0.576 Epoch 4 Batch 0/269 - Train Accuracy: 0.615, Validation Accuracy: 0.632, Loss: 0.596 Epoch 4 Batch 1/269 - Train Accuracy: 0.613, Validation Accuracy: 0.632, Loss: 0.581 Epoch 4 Batch 2/269 - Train Accuracy: 0.610, Validation Accuracy: 0.619, Loss: 0.576 Epoch 4 Batch 3/269 - Train Accuracy: 0.630, Validation Accuracy: 0.630, Loss: 0.580 Epoch 4 Batch 4/269 - Train Accuracy: 0.603, Validation Accuracy: 0.625, Loss: 0.594 Epoch 4 Batch 5/269 - Train Accuracy: 0.599, Validation Accuracy: 0.629, Loss: 0.586 Epoch 4 Batch 6/269 - Train Accuracy: 0.635, Validation Accuracy: 0.629, Loss: 0.546 Epoch 4 Batch 7/269 - Train Accuracy: 0.624, Validation Accuracy: 0.623, Loss: 0.559 Epoch 4 Batch 8/269 - Train Accuracy: 0.615, Validation Accuracy: 0.628, Loss: 0.591 Epoch 4 Batch 9/269 - Train Accuracy: 0.615, Validation Accuracy: 0.623, Loss: 0.585 Epoch 4 Batch 10/269 - Train Accuracy: 0.611, Validation Accuracy: 0.630, Loss: 0.588 Epoch 4 Batch 11/269 - Train Accuracy: 0.607, Validation Accuracy: 0.611, Loss: 0.588 Epoch 4 Batch 12/269 - Train Accuracy: 0.608, Validation Accuracy: 0.631, Loss: 0.619 Epoch 4 Batch 13/269 - Train Accuracy: 0.642, Validation Accuracy: 0.630, Loss: 0.544 Epoch 4 Batch 14/269 - Train Accuracy: 0.628, Validation Accuracy: 0.623, Loss: 0.559 Epoch 4 Batch 15/269 - Train Accuracy: 0.626, Validation Accuracy: 0.642, Loss: 0.559 Epoch 4 Batch 16/269 - Train Accuracy: 0.636, Validation Accuracy: 0.634, Loss: 0.568 Epoch 4 Batch 17/269 - Train Accuracy: 0.619, Validation Accuracy: 0.620, Loss: 0.558 Epoch 4 Batch 18/269 - Train Accuracy: 0.612, Validation Accuracy: 0.630, Loss: 0.581 Epoch 4 Batch 19/269 - Train Accuracy: 0.655, Validation Accuracy: 0.635, Loss: 0.526 Epoch 4 Batch 20/269 - Train Accuracy: 0.620, Validation Accuracy: 0.631, Loss: 0.581 Epoch 4 Batch 21/269 - Train Accuracy: 0.593, Validation Accuracy: 0.617, Loss: 0.604 Epoch 4 Batch 22/269 - Train Accuracy: 0.627, Validation Accuracy: 0.625, Loss: 0.559 Epoch 4 Batch 23/269 - Train Accuracy: 0.634, Validation Accuracy: 0.630, Loss: 0.561 Epoch 4 Batch 24/269 - Train Accuracy: 0.617, Validation Accuracy: 0.634, Loss: 0.591 Epoch 4 Batch 25/269 - Train Accuracy: 0.609, Validation Accuracy: 0.622, Loss: 0.600 Epoch 4 Batch 26/269 - Train Accuracy: 0.658, Validation Accuracy: 0.631, Loss: 0.534 Epoch 4 Batch 27/269 - Train Accuracy: 0.625, Validation Accuracy: 0.627, Loss: 0.552 Epoch 4 Batch 28/269 - Train Accuracy: 0.584, Validation Accuracy: 0.622, Loss: 0.608 Epoch 4 Batch 29/269 - Train Accuracy: 0.619, Validation Accuracy: 0.634, Loss: 0.583 Epoch 4 Batch 30/269 - Train Accuracy: 0.618, Validation Accuracy: 0.627, Loss: 0.557 Epoch 4 Batch 31/269 - Train Accuracy: 0.614, Validation Accuracy: 0.609, Loss: 0.549 Epoch 4 Batch 32/269 - Train Accuracy: 0.620, Validation Accuracy: 0.626, Loss: 0.553 Epoch 4 Batch 33/269 - Train Accuracy: 0.619, Validation Accuracy: 0.618, Loss: 0.551 Epoch 4 Batch 34/269 - Train Accuracy: 0.610, Validation Accuracy: 0.612, Loss: 0.620 Epoch 4 Batch 35/269 - Train Accuracy: 0.592, Validation Accuracy: 0.603, Loss: 0.645 Epoch 4 Batch 36/269 - Train Accuracy: 0.617, Validation Accuracy: 0.629, Loss: 0.611 Epoch 4 Batch 37/269 - Train Accuracy: 0.624, Validation Accuracy: 0.614, Loss: 0.576 Epoch 4 Batch 38/269 - Train Accuracy: 0.591, Validation Accuracy: 0.598, Loss: 0.598 Epoch 4 Batch 39/269 - Train Accuracy: 0.618, Validation Accuracy: 0.624, Loss: 0.592 Epoch 4 Batch 40/269 - Train Accuracy: 0.599, Validation Accuracy: 0.625, Loss: 0.612 Epoch 4 Batch 41/269 - Train Accuracy: 0.607, Validation Accuracy: 0.617, Loss: 0.600 Epoch 4 Batch 42/269 - Train Accuracy: 0.643, Validation Accuracy: 0.623, Loss: 0.551 Epoch 4 Batch 43/269 - Train Accuracy: 0.614, Validation Accuracy: 0.626, Loss: 0.595 Epoch 4 Batch 44/269 - Train Accuracy: 0.624, Validation Accuracy: 0.626, Loss: 0.576 Epoch 4 Batch 45/269 - Train Accuracy: 0.610, Validation Accuracy: 0.638, Loss: 0.608 Epoch 4 Batch 46/269 - Train Accuracy: 0.606, Validation Accuracy: 0.625, Loss: 0.594 Epoch 4 Batch 47/269 - Train Accuracy: 0.647, Validation Accuracy: 0.620, Loss: 0.529 Epoch 4 Batch 48/269 - Train Accuracy: 0.628, Validation Accuracy: 0.627, Loss: 0.554 Epoch 4 Batch 49/269 - Train Accuracy: 0.597, Validation Accuracy: 0.636, Loss: 0.580 Epoch 4 Batch 50/269 - Train Accuracy: 0.612, Validation Accuracy: 0.630, Loss: 0.586 Epoch 4 Batch 51/269 - Train Accuracy: 0.616, Validation Accuracy: 0.630, Loss: 0.568 Epoch 4 Batch 52/269 - Train Accuracy: 0.616, Validation Accuracy: 0.629, Loss: 0.539 Epoch 4 Batch 53/269 - Train Accuracy: 0.605, Validation Accuracy: 0.629, Loss: 0.582 Epoch 4 Batch 54/269 - Train Accuracy: 0.633, Validation Accuracy: 0.630, Loss: 0.576 Epoch 4 Batch 55/269 - Train Accuracy: 0.645, Validation Accuracy: 0.635, Loss: 0.546 Epoch 4 Batch 56/269 - Train Accuracy: 0.649, Validation Accuracy: 0.634, Loss: 0.552 Epoch 4 Batch 57/269 - Train Accuracy: 0.633, Validation Accuracy: 0.641, Loss: 0.565 Epoch 4 Batch 58/269 - Train Accuracy: 0.648, Validation Accuracy: 0.634, Loss: 0.540 Epoch 4 Batch 59/269 - Train Accuracy: 0.638, Validation Accuracy: 0.630, Loss: 0.527 Epoch 4 Batch 60/269 - Train Accuracy: 0.647, Validation Accuracy: 0.636, Loss: 0.524 Epoch 4 Batch 61/269 - Train Accuracy: 0.646, Validation Accuracy: 0.649, Loss: 0.511 Epoch 4 Batch 62/269 - Train Accuracy: 0.635, Validation Accuracy: 0.638, Loss: 0.524 Epoch 4 Batch 63/269 - Train Accuracy: 0.621, Validation Accuracy: 0.638, Loss: 0.554 Epoch 4 Batch 64/269 - Train Accuracy: 0.614, Validation Accuracy: 0.636, Loss: 0.537 Epoch 4 Batch 65/269 - Train Accuracy: 0.630, Validation Accuracy: 0.633, Loss: 0.535 Epoch 4 Batch 66/269 - Train Accuracy: 0.640, Validation Accuracy: 0.632, Loss: 0.527 Epoch 4 Batch 67/269 - Train Accuracy: 0.638, Validation Accuracy: 0.634, Loss: 0.549 Epoch 4 Batch 68/269 - Train Accuracy: 0.609, Validation Accuracy: 0.630, Loss: 0.546 Epoch 4 Batch 69/269 - Train Accuracy: 0.597, Validation Accuracy: 0.635, Loss: 0.600 Epoch 4 Batch 70/269 - Train Accuracy: 0.639, Validation Accuracy: 0.631, Loss: 0.542 Epoch 4 Batch 71/269 - Train Accuracy: 0.611, Validation Accuracy: 0.635, Loss: 0.567 Epoch 4 Batch 72/269 - Train Accuracy: 0.645, Validation Accuracy: 0.631, Loss: 0.532 Epoch 4 Batch 73/269 - Train Accuracy: 0.632, Validation Accuracy: 0.637, Loss: 0.550 Epoch 4 Batch 74/269 - Train Accuracy: 0.641, Validation Accuracy: 0.638, Loss: 0.544 Epoch 4 Batch 75/269 - Train Accuracy: 0.632, Validation Accuracy: 0.632, Loss: 0.536 Epoch 4 Batch 76/269 - Train Accuracy: 0.615, Validation Accuracy: 0.629, Loss: 0.538 Epoch 4 Batch 77/269 - Train Accuracy: 0.659, Validation Accuracy: 0.629, Loss: 0.533 Epoch 4 Batch 78/269 - Train Accuracy: 0.656, Validation Accuracy: 0.632, Loss: 0.526 Epoch 4 Batch 79/269 - Train Accuracy: 0.641, Validation Accuracy: 0.629, Loss: 0.529 Epoch 4 Batch 80/269 - Train Accuracy: 0.645, Validation Accuracy: 0.635, Loss: 0.528 Epoch 4 Batch 81/269 - Train Accuracy: 0.647, Validation Accuracy: 0.644, Loss: 0.542 Epoch 4 Batch 82/269 - Train Accuracy: 0.655, Validation Accuracy: 0.642, Loss: 0.512 Epoch 4 Batch 83/269 - Train Accuracy: 0.635, Validation Accuracy: 0.637, Loss: 0.547 Epoch 4 Batch 84/269 - Train Accuracy: 0.643, Validation Accuracy: 0.646, Loss: 0.521 Epoch 4 Batch 85/269 - Train Accuracy: 0.628, Validation Accuracy: 0.641, Loss: 0.527 Epoch 4 Batch 86/269 - Train Accuracy: 0.613, Validation Accuracy: 0.634, Loss: 0.529 Epoch 4 Batch 87/269 - Train Accuracy: 0.614, Validation Accuracy: 0.636, Loss: 0.566 Epoch 4 Batch 88/269 - Train Accuracy: 0.631, Validation Accuracy: 0.636, Loss: 0.529 Epoch 4 Batch 89/269 - Train Accuracy: 0.641, Validation Accuracy: 0.639, Loss: 0.531 Epoch 4 Batch 90/269 - Train Accuracy: 0.596, Validation Accuracy: 0.637, Loss: 0.561 Epoch 4 Batch 91/269 - Train Accuracy: 0.634, Validation Accuracy: 0.636, Loss: 0.511 Epoch 4 Batch 92/269 - Train Accuracy: 0.642, Validation Accuracy: 0.645, Loss: 0.521 Epoch 4 Batch 93/269 - Train Accuracy: 0.647, Validation Accuracy: 0.641, Loss: 0.506 Epoch 4 Batch 94/269 - Train Accuracy: 0.633, Validation Accuracy: 0.634, Loss: 0.534 Epoch 4 Batch 95/269 - Train Accuracy: 0.632, Validation Accuracy: 0.646, Loss: 0.528 Epoch 4 Batch 96/269 - Train Accuracy: 0.630, Validation Accuracy: 0.644, Loss: 0.519 Epoch 4 Batch 97/269 - Train Accuracy: 0.629, Validation Accuracy: 0.644, Loss: 0.521 Epoch 4 Batch 98/269 - Train Accuracy: 0.636, Validation Accuracy: 0.645, Loss: 0.525 Epoch 4 Batch 99/269 - Train Accuracy: 0.624, Validation Accuracy: 0.649, Loss: 0.539 Epoch 4 Batch 100/269 - Train Accuracy: 0.650, Validation Accuracy: 0.644, Loss: 0.514 Epoch 4 Batch 101/269 - Train Accuracy: 0.608, Validation Accuracy: 0.635, Loss: 0.554 Epoch 4 Batch 102/269 - Train Accuracy: 0.641, Validation Accuracy: 0.646, Loss: 0.518 Epoch 4 Batch 103/269 - Train Accuracy: 0.643, Validation Accuracy: 0.651, Loss: 0.508 Epoch 4 Batch 104/269 - Train Accuracy: 0.621, Validation Accuracy: 0.634, Loss: 0.520 Epoch 4 Batch 105/269 - Train Accuracy: 0.625, Validation Accuracy: 0.641, Loss: 0.527 Epoch 4 Batch 106/269 - Train Accuracy: 0.632, Validation Accuracy: 0.651, Loss: 0.516 Epoch 4 Batch 107/269 - Train Accuracy: 0.621, Validation Accuracy: 0.640, Loss: 0.547 Epoch 4 Batch 108/269 - Train Accuracy: 0.624, Validation Accuracy: 0.640, Loss: 0.519 Epoch 4 Batch 109/269 - Train Accuracy: 0.611, Validation Accuracy: 0.645, Loss: 0.529 Epoch 4 Batch 110/269 - Train Accuracy: 0.637, Validation Accuracy: 0.642, Loss: 0.520 Epoch 4 Batch 111/269 - Train Accuracy: 0.607, Validation Accuracy: 0.634, Loss: 0.549 Epoch 4 Batch 112/269 - Train Accuracy: 0.647, Validation Accuracy: 0.638, Loss: 0.524 Epoch 4 Batch 113/269 - Train Accuracy: 0.640, Validation Accuracy: 0.641, Loss: 0.505 Epoch 4 Batch 114/269 - Train Accuracy: 0.637, Validation Accuracy: 0.635, Loss: 0.521 Epoch 4 Batch 115/269 - Train Accuracy: 0.624, Validation Accuracy: 0.637, Loss: 0.539 Epoch 4 Batch 116/269 - Train Accuracy: 0.640, Validation Accuracy: 0.645, Loss: 0.525 Epoch 4 Batch 117/269 - Train Accuracy: 0.637, Validation Accuracy: 0.642, Loss: 0.516 Epoch 4 Batch 118/269 - Train Accuracy: 0.644, Validation Accuracy: 0.637, Loss: 0.499 Epoch 4 Batch 119/269 - Train Accuracy: 0.628, Validation Accuracy: 0.655, Loss: 0.542 Epoch 4 Batch 120/269 - Train Accuracy: 0.637, Validation Accuracy: 0.651, Loss: 0.530 Epoch 4 Batch 121/269 - Train Accuracy: 0.628, Validation Accuracy: 0.637, Loss: 0.506 Epoch 4 Batch 122/269 - Train Accuracy: 0.636, Validation Accuracy: 0.646, Loss: 0.508 Epoch 4 Batch 123/269 - Train Accuracy: 0.624, Validation Accuracy: 0.646, Loss: 0.532 Epoch 4 Batch 124/269 - Train Accuracy: 0.629, Validation Accuracy: 0.639, Loss: 0.504 Epoch 4 Batch 125/269 - Train Accuracy: 0.639, Validation Accuracy: 0.631, Loss: 0.503 Epoch 4 Batch 126/269 - Train Accuracy: 0.650, Validation Accuracy: 0.641, Loss: 0.510 Epoch 4 Batch 127/269 - Train Accuracy: 0.620, Validation Accuracy: 0.634, Loss: 0.527 Epoch 4 Batch 128/269 - Train Accuracy: 0.646, Validation Accuracy: 0.631, Loss: 0.514 Epoch 4 Batch 129/269 - Train Accuracy: 0.636, Validation Accuracy: 0.637, Loss: 0.512 Epoch 4 Batch 130/269 - Train Accuracy: 0.620, Validation Accuracy: 0.645, Loss: 0.531 Epoch 4 Batch 131/269 - Train Accuracy: 0.618, Validation Accuracy: 0.645, Loss: 0.520 Epoch 4 Batch 132/269 - Train Accuracy: 0.640, Validation Accuracy: 0.639, Loss: 0.514 Epoch 4 Batch 133/269 - Train Accuracy: 0.645, Validation Accuracy: 0.640, Loss: 0.494 Epoch 4 Batch 134/269 - Train Accuracy: 0.626, Validation Accuracy: 0.643, Loss: 0.517 Epoch 4 Batch 135/269 - Train Accuracy: 0.618, Validation Accuracy: 0.643, Loss: 0.545 Epoch 4 Batch 136/269 - Train Accuracy: 0.606, Validation Accuracy: 0.634, Loss: 0.546 Epoch 4 Batch 137/269 - Train Accuracy: 0.623, Validation Accuracy: 0.639, Loss: 0.542 Epoch 4 Batch 138/269 - Train Accuracy: 0.635, Validation Accuracy: 0.645, Loss: 0.521 Epoch 4 Batch 139/269 - Train Accuracy: 0.670, Validation Accuracy: 0.640, Loss: 0.494 Epoch 4 Batch 140/269 - Train Accuracy: 0.643, Validation Accuracy: 0.637, Loss: 0.525 Epoch 4 Batch 141/269 - Train Accuracy: 0.645, Validation Accuracy: 0.651, Loss: 0.519 Epoch 4 Batch 142/269 - Train Accuracy: 0.639, Validation Accuracy: 0.645, Loss: 0.490 Epoch 4 Batch 143/269 - Train Accuracy: 0.630, Validation Accuracy: 0.636, Loss: 0.505 Epoch 4 Batch 144/269 - Train Accuracy: 0.646, Validation Accuracy: 0.645, Loss: 0.489 Epoch 4 Batch 145/269 - Train Accuracy: 0.658, Validation Accuracy: 0.644, Loss: 0.494 Epoch 4 Batch 146/269 - Train Accuracy: 0.636, Validation Accuracy: 0.642, Loss: 0.493 Epoch 4 Batch 147/269 - Train Accuracy: 0.664, Validation Accuracy: 0.647, Loss: 0.489 Epoch 4 Batch 148/269 - Train Accuracy: 0.634, Validation Accuracy: 0.646, Loss: 0.504 Epoch 4 Batch 149/269 - Train Accuracy: 0.638, Validation Accuracy: 0.648, Loss: 0.510 Epoch 4 Batch 150/269 - Train Accuracy: 0.648, Validation Accuracy: 0.652, Loss: 0.506 Epoch 4 Batch 151/269 - Train Accuracy: 0.671, Validation Accuracy: 0.651, Loss: 0.480 Epoch 4 Batch 152/269 - Train Accuracy: 0.635, Validation Accuracy: 0.639, Loss: 0.500 Epoch 4 Batch 153/269 - Train Accuracy: 0.651, Validation Accuracy: 0.646, Loss: 0.492 Epoch 4 Batch 154/269 - Train Accuracy: 0.635, Validation Accuracy: 0.646, Loss: 0.507 Epoch 4 Batch 155/269 - Train Accuracy: 0.663, Validation Accuracy: 0.643, Loss: 0.477 Epoch 4 Batch 156/269 - Train Accuracy: 0.619, Validation Accuracy: 0.639, Loss: 0.524 Epoch 4 Batch 157/269 - Train Accuracy: 0.638, Validation Accuracy: 0.646, Loss: 0.507 Epoch 4 Batch 158/269 - Train Accuracy: 0.638, Validation Accuracy: 0.650, Loss: 0.507 Epoch 4 Batch 159/269 - Train Accuracy: 0.647, Validation Accuracy: 0.647, Loss: 0.503 Epoch 4 Batch 160/269 - Train Accuracy: 0.650, Validation Accuracy: 0.646, Loss: 0.494 Epoch 4 Batch 161/269 - Train Accuracy: 0.641, Validation Accuracy: 0.645, Loss: 0.501 Epoch 4 Batch 162/269 - Train Accuracy: 0.657, Validation Accuracy: 0.646, Loss: 0.500 Epoch 4 Batch 163/269 - Train Accuracy: 0.652, Validation Accuracy: 0.648, Loss: 0.490 Epoch 4 Batch 164/269 - Train Accuracy: 0.657, Validation Accuracy: 0.649, Loss: 0.486 Epoch 4 Batch 165/269 - Train Accuracy: 0.641, Validation Accuracy: 0.645, Loss: 0.511 Epoch 4 Batch 166/269 - Train Accuracy: 0.660, Validation Accuracy: 0.652, Loss: 0.471 Epoch 4 Batch 167/269 - Train Accuracy: 0.641, Validation Accuracy: 0.657, Loss: 0.494 Epoch 4 Batch 168/269 - Train Accuracy: 0.631, Validation Accuracy: 0.652, Loss: 0.502 Epoch 4 Batch 169/269 - Train Accuracy: 0.638, Validation Accuracy: 0.655, Loss: 0.497 Epoch 4 Batch 170/269 - Train Accuracy: 0.643, Validation Accuracy: 0.651, Loss: 0.488 Epoch 4 Batch 171/269 - Train Accuracy: 0.654, Validation Accuracy: 0.649, Loss: 0.516 Epoch 4 Batch 172/269 - Train Accuracy: 0.655, Validation Accuracy: 0.652, Loss: 0.500 Epoch 4 Batch 173/269 - Train Accuracy: 0.640, Validation Accuracy: 0.650, Loss: 0.482 Epoch 4 Batch 174/269 - Train Accuracy: 0.634, Validation Accuracy: 0.652, Loss: 0.493 Epoch 4 Batch 175/269 - Train Accuracy: 0.655, Validation Accuracy: 0.656, Loss: 0.502 Epoch 4 Batch 176/269 - Train Accuracy: 0.636, Validation Accuracy: 0.654, Loss: 0.523 Epoch 4 Batch 177/269 - Train Accuracy: 0.647, Validation Accuracy: 0.656, Loss: 0.477 Epoch 4 Batch 178/269 - Train Accuracy: 0.646, Validation Accuracy: 0.655, Loss: 0.498 Epoch 4 Batch 179/269 - Train Accuracy: 0.656, Validation Accuracy: 0.653, Loss: 0.490 Epoch 4 Batch 180/269 - Train Accuracy: 0.649, Validation Accuracy: 0.654, Loss: 0.486 Epoch 4 Batch 181/269 - Train Accuracy: 0.649, Validation Accuracy: 0.648, Loss: 0.488 Epoch 4 Batch 182/269 - Train Accuracy: 0.658, Validation Accuracy: 0.648, Loss: 0.492 Epoch 4 Batch 183/269 - Train Accuracy: 0.697, Validation Accuracy: 0.649, Loss: 0.427 Epoch 4 Batch 184/269 - Train Accuracy: 0.629, Validation Accuracy: 0.640, Loss: 0.504 Epoch 4 Batch 185/269 - Train Accuracy: 0.646, Validation Accuracy: 0.640, Loss: 0.486 Epoch 4 Batch 186/269 - Train Accuracy: 0.630, Validation Accuracy: 0.647, Loss: 0.507 Epoch 4 Batch 187/269 - Train Accuracy: 0.669, Validation Accuracy: 0.650, Loss: 0.477 Epoch 4 Batch 188/269 - Train Accuracy: 0.658, Validation Accuracy: 0.648, Loss: 0.475 Epoch 4 Batch 189/269 - Train Accuracy: 0.653, Validation Accuracy: 0.660, Loss: 0.477 Epoch 4 Batch 190/269 - Train Accuracy: 0.648, Validation Accuracy: 0.654, Loss: 0.471 Epoch 4 Batch 191/269 - Train Accuracy: 0.662, Validation Accuracy: 0.656, Loss: 0.475 Epoch 4 Batch 192/269 - Train Accuracy: 0.649, Validation Accuracy: 0.659, Loss: 0.487 Epoch 4 Batch 193/269 - Train Accuracy: 0.649, Validation Accuracy: 0.654, Loss: 0.475 Epoch 4 Batch 194/269 - Train Accuracy: 0.661, Validation Accuracy: 0.660, Loss: 0.483 Epoch 4 Batch 195/269 - Train Accuracy: 0.640, Validation Accuracy: 0.651, Loss: 0.478 Epoch 4 Batch 196/269 - Train Accuracy: 0.643, Validation Accuracy: 0.659, Loss: 0.474 Epoch 4 Batch 197/269 - Train Accuracy: 0.633, Validation Accuracy: 0.655, Loss: 0.495 Epoch 4 Batch 198/269 - Train Accuracy: 0.651, Validation Accuracy: 0.660, Loss: 0.499 Epoch 4 Batch 199/269 - Train Accuracy: 0.649, Validation Accuracy: 0.656, Loss: 0.489 Epoch 4 Batch 200/269 - Train Accuracy: 0.642, Validation Accuracy: 0.649, Loss: 0.490 Epoch 4 Batch 201/269 - Train Accuracy: 0.650, Validation Accuracy: 0.650, Loss: 0.479 Epoch 4 Batch 202/269 - Train Accuracy: 0.648, Validation Accuracy: 0.656, Loss: 0.474 Epoch 4 Batch 203/269 - Train Accuracy: 0.629, Validation Accuracy: 0.657, Loss: 0.504 Epoch 4 Batch 204/269 - Train Accuracy: 0.642, Validation Accuracy: 0.657, Loss: 0.500 Epoch 4 Batch 205/269 - Train Accuracy: 0.655, Validation Accuracy: 0.656, Loss: 0.469 Epoch 4 Batch 206/269 - Train Accuracy: 0.641, Validation Accuracy: 0.660, Loss: 0.494 Epoch 4 Batch 207/269 - Train Accuracy: 0.674, Validation Accuracy: 0.655, Loss: 0.465 Epoch 4 Batch 208/269 - Train Accuracy: 0.649, Validation Accuracy: 0.653, Loss: 0.496 Epoch 4 Batch 209/269 - Train Accuracy: 0.663, Validation Accuracy: 0.655, Loss: 0.481 Epoch 4 Batch 210/269 - Train Accuracy: 0.659, Validation Accuracy: 0.652, Loss: 0.465 Epoch 4 Batch 211/269 - Train Accuracy: 0.651, Validation Accuracy: 0.653, Loss: 0.482 Epoch 4 Batch 212/269 - Train Accuracy: 0.662, Validation Accuracy: 0.656, Loss: 0.470 Epoch 4 Batch 213/269 - Train Accuracy: 0.652, Validation Accuracy: 0.660, Loss: 0.468 Epoch 4 Batch 214/269 - Train Accuracy: 0.674, Validation Accuracy: 0.658, Loss: 0.471 Epoch 4 Batch 215/269 - Train Accuracy: 0.683, Validation Accuracy: 0.655, Loss: 0.442 Epoch 4 Batch 216/269 - Train Accuracy: 0.631, Validation Accuracy: 0.660, Loss: 0.506 Epoch 4 Batch 217/269 - Train Accuracy: 0.635, Validation Accuracy: 0.658, Loss: 0.489 Epoch 4 Batch 218/269 - Train Accuracy: 0.646, Validation Accuracy: 0.657, Loss: 0.481 Epoch 4 Batch 219/269 - Train Accuracy: 0.654, Validation Accuracy: 0.661, Loss: 0.486 Epoch 4 Batch 220/269 - Train Accuracy: 0.673, Validation Accuracy: 0.656, Loss: 0.444 Epoch 4 Batch 221/269 - Train Accuracy: 0.672, Validation Accuracy: 0.653, Loss: 0.474 Epoch 4 Batch 222/269 - Train Accuracy: 0.672, Validation Accuracy: 0.663, Loss: 0.453 Epoch 4 Batch 223/269 - Train Accuracy: 0.665, Validation Accuracy: 0.666, Loss: 0.453 Epoch 4 Batch 224/269 - Train Accuracy: 0.662, Validation Accuracy: 0.661, Loss: 0.480 Epoch 4 Batch 225/269 - Train Accuracy: 0.644, Validation Accuracy: 0.661, Loss: 0.475 Epoch 4 Batch 226/269 - Train Accuracy: 0.669, Validation Accuracy: 0.664, Loss: 0.470 Epoch 4 Batch 227/269 - Train Accuracy: 0.708, Validation Accuracy: 0.664, Loss: 0.423 Epoch 4 Batch 228/269 - Train Accuracy: 0.644, Validation Accuracy: 0.660, Loss: 0.460 Epoch 4 Batch 229/269 - Train Accuracy: 0.647, Validation Accuracy: 0.661, Loss: 0.466 Epoch 4 Batch 230/269 - Train Accuracy: 0.648, Validation Accuracy: 0.663, Loss: 0.473 Epoch 4 Batch 231/269 - Train Accuracy: 0.652, Validation Accuracy: 0.668, Loss: 0.494 Epoch 4 Batch 232/269 - Train Accuracy: 0.642, Validation Accuracy: 0.667, Loss: 0.481 Epoch 4 Batch 233/269 - Train Accuracy: 0.662, Validation Accuracy: 0.661, Loss: 0.471 Epoch 4 Batch 234/269 - Train Accuracy: 0.669, Validation Accuracy: 0.662, Loss: 0.460 Epoch 4 Batch 235/269 - Train Accuracy: 0.679, Validation Accuracy: 0.665, Loss: 0.454 Epoch 4 Batch 236/269 - Train Accuracy: 0.659, Validation Accuracy: 0.664, Loss: 0.454 Epoch 4 Batch 237/269 - Train Accuracy: 0.661, Validation Accuracy: 0.667, Loss: 0.468 Epoch 4 Batch 238/269 - Train Accuracy: 0.681, Validation Accuracy: 0.675, Loss: 0.458 Epoch 4 Batch 239/269 - Train Accuracy: 0.675, Validation Accuracy: 0.665, Loss: 0.455 Epoch 4 Batch 240/269 - Train Accuracy: 0.684, Validation Accuracy: 0.666, Loss: 0.426 Epoch 4 Batch 241/269 - Train Accuracy: 0.672, Validation Accuracy: 0.660, Loss: 0.472 Epoch 4 Batch 242/269 - Train Accuracy: 0.657, Validation Accuracy: 0.655, Loss: 0.453 Epoch 4 Batch 243/269 - Train Accuracy: 0.672, Validation Accuracy: 0.658, Loss: 0.448 Epoch 4 Batch 244/269 - Train Accuracy: 0.667, Validation Accuracy: 0.662, Loss: 0.457 Epoch 4 Batch 245/269 - Train Accuracy: 0.638, Validation Accuracy: 0.665, Loss: 0.482 Epoch 4 Batch 246/269 - Train Accuracy: 0.662, Validation Accuracy: 0.663, Loss: 0.459 Epoch 4 Batch 247/269 - Train Accuracy: 0.635, Validation Accuracy: 0.671, Loss: 0.466 Epoch 4 Batch 248/269 - Train Accuracy: 0.668, Validation Accuracy: 0.667, Loss: 0.446 Epoch 4 Batch 249/269 - Train Accuracy: 0.694, Validation Accuracy: 0.669, Loss: 0.428 Epoch 4 Batch 250/269 - Train Accuracy: 0.665, Validation Accuracy: 0.669, Loss: 0.462 Epoch 4 Batch 251/269 - Train Accuracy: 0.674, Validation Accuracy: 0.668, Loss: 0.442 Epoch 4 Batch 252/269 - Train Accuracy: 0.660, Validation Accuracy: 0.674, Loss: 0.459 Epoch 4 Batch 253/269 - Train Accuracy: 0.652, Validation Accuracy: 0.674, Loss: 0.464 Epoch 4 Batch 254/269 - Train Accuracy: 0.666, Validation Accuracy: 0.666, Loss: 0.449 Epoch 4 Batch 255/269 - Train Accuracy: 0.685, Validation Accuracy: 0.664, Loss: 0.438 Epoch 4 Batch 256/269 - Train Accuracy: 0.650, Validation Accuracy: 0.667, Loss: 0.457 Epoch 4 Batch 257/269 - Train Accuracy: 0.653, Validation Accuracy: 0.673, Loss: 0.462 Epoch 4 Batch 258/269 - Train Accuracy: 0.665, Validation Accuracy: 0.656, Loss: 0.457 Epoch 4 Batch 259/269 - Train Accuracy: 0.676, Validation Accuracy: 0.660, Loss: 0.454 Epoch 4 Batch 260/269 - Train Accuracy: 0.654, Validation Accuracy: 0.665, Loss: 0.469 Epoch 4 Batch 261/269 - Train Accuracy: 0.639, Validation Accuracy: 0.662, Loss: 0.469 Epoch 4 Batch 262/269 - Train Accuracy: 0.683, Validation Accuracy: 0.665, Loss: 0.449 Epoch 4 Batch 263/269 - Train Accuracy: 0.668, Validation Accuracy: 0.667, Loss: 0.458 Epoch 4 Batch 264/269 - Train Accuracy: 0.650, Validation Accuracy: 0.665, Loss: 0.470 Epoch 4 Batch 265/269 - Train Accuracy: 0.664, Validation Accuracy: 0.668, Loss: 0.457 Epoch 4 Batch 266/269 - Train Accuracy: 0.681, Validation Accuracy: 0.665, Loss: 0.440 Epoch 4 Batch 267/269 - Train Accuracy: 0.671, Validation Accuracy: 0.673, Loss: 0.457 Epoch 5 Batch 0/269 - Train Accuracy: 0.656, Validation Accuracy: 0.671, Loss: 0.471 Epoch 5 Batch 1/269 - Train Accuracy: 0.664, Validation Accuracy: 0.663, Loss: 0.462 Epoch 5 Batch 2/269 - Train Accuracy: 0.648, Validation Accuracy: 0.663, Loss: 0.461 Epoch 5 Batch 3/269 - Train Accuracy: 0.674, Validation Accuracy: 0.671, Loss: 0.468 Epoch 5 Batch 4/269 - Train Accuracy: 0.637, Validation Accuracy: 0.664, Loss: 0.469 Epoch 5 Batch 5/269 - Train Accuracy: 0.646, Validation Accuracy: 0.657, Loss: 0.467 Epoch 5 Batch 6/269 - Train Accuracy: 0.684, Validation Accuracy: 0.670, Loss: 0.439 Epoch 5 Batch 7/269 - Train Accuracy: 0.664, Validation Accuracy: 0.669, Loss: 0.441 Epoch 5 Batch 8/269 - Train Accuracy: 0.661, Validation Accuracy: 0.666, Loss: 0.462 Epoch 5 Batch 9/269 - Train Accuracy: 0.665, Validation Accuracy: 0.657, Loss: 0.462 Epoch 5 Batch 10/269 - Train Accuracy: 0.659, Validation Accuracy: 0.667, Loss: 0.462 Epoch 5 Batch 11/269 - Train Accuracy: 0.662, Validation Accuracy: 0.667, Loss: 0.462 Epoch 5 Batch 12/269 - Train Accuracy: 0.645, Validation Accuracy: 0.670, Loss: 0.474 Epoch 5 Batch 13/269 - Train Accuracy: 0.674, Validation Accuracy: 0.671, Loss: 0.411 Epoch 5 Batch 14/269 - Train Accuracy: 0.676, Validation Accuracy: 0.676, Loss: 0.440 Epoch 5 Batch 15/269 - Train Accuracy: 0.670, Validation Accuracy: 0.684, Loss: 0.432 Epoch 5 Batch 16/269 - Train Accuracy: 0.676, Validation Accuracy: 0.680, Loss: 0.447 Epoch 5 Batch 17/269 - Train Accuracy: 0.684, Validation Accuracy: 0.684, Loss: 0.432 Epoch 5 Batch 18/269 - Train Accuracy: 0.664, Validation Accuracy: 0.681, Loss: 0.448 Epoch 5 Batch 19/269 - Train Accuracy: 0.678, Validation Accuracy: 0.683, Loss: 0.409 Epoch 5 Batch 20/269 - Train Accuracy: 0.673, Validation Accuracy: 0.676, Loss: 0.447 Epoch 5 Batch 21/269 - Train Accuracy: 0.658, Validation Accuracy: 0.678, Loss: 0.466 Epoch 5 Batch 22/269 - Train Accuracy: 0.687, Validation Accuracy: 0.684, Loss: 0.426 Epoch 5 Batch 23/269 - Train Accuracy: 0.677, Validation Accuracy: 0.679, Loss: 0.429 Epoch 5 Batch 24/269 - Train Accuracy: 0.659, Validation Accuracy: 0.679, Loss: 0.457 Epoch 5 Batch 25/269 - Train Accuracy: 0.670, Validation Accuracy: 0.690, Loss: 0.461 Epoch 5 Batch 26/269 - Train Accuracy: 0.703, Validation Accuracy: 0.680, Loss: 0.407 Epoch 5 Batch 27/269 - Train Accuracy: 0.671, Validation Accuracy: 0.676, Loss: 0.427 Epoch 5 Batch 28/269 - Train Accuracy: 0.636, Validation Accuracy: 0.680, Loss: 0.461 Epoch 5 Batch 29/269 - Train Accuracy: 0.665, Validation Accuracy: 0.675, Loss: 0.452 Epoch 5 Batch 30/269 - Train Accuracy: 0.688, Validation Accuracy: 0.678, Loss: 0.432 Epoch 5 Batch 31/269 - Train Accuracy: 0.675, Validation Accuracy: 0.673, Loss: 0.427 Epoch 5 Batch 32/269 - Train Accuracy: 0.665, Validation Accuracy: 0.680, Loss: 0.424 Epoch 5 Batch 33/269 - Train Accuracy: 0.699, Validation Accuracy: 0.689, Loss: 0.423 Epoch 5 Batch 34/269 - Train Accuracy: 0.663, Validation Accuracy: 0.670, Loss: 0.434 Epoch 5 Batch 35/269 - Train Accuracy: 0.678, Validation Accuracy: 0.689, Loss: 0.444 Epoch 5 Batch 36/269 - Train Accuracy: 0.679, Validation Accuracy: 0.689, Loss: 0.425 Epoch 5 Batch 37/269 - Train Accuracy: 0.677, Validation Accuracy: 0.675, Loss: 0.434 Epoch 5 Batch 38/269 - Train Accuracy: 0.682, Validation Accuracy: 0.679, Loss: 0.427 Epoch 5 Batch 39/269 - Train Accuracy: 0.685, Validation Accuracy: 0.686, Loss: 0.428 Epoch 5 Batch 40/269 - Train Accuracy: 0.662, Validation Accuracy: 0.668, Loss: 0.452 Epoch 5 Batch 41/269 - Train Accuracy: 0.659, Validation Accuracy: 0.678, Loss: 0.440 Epoch 5 Batch 42/269 - Train Accuracy: 0.699, Validation Accuracy: 0.675, Loss: 0.406 Epoch 5 Batch 43/269 - Train Accuracy: 0.661, Validation Accuracy: 0.667, Loss: 0.450 Epoch 5 Batch 44/269 - Train Accuracy: 0.676, Validation Accuracy: 0.664, Loss: 0.465 Epoch 5 Batch 45/269 - Train Accuracy: 0.650, Validation Accuracy: 0.672, Loss: 0.479 Epoch 5 Batch 46/269 - Train Accuracy: 0.660, Validation Accuracy: 0.664, Loss: 0.480 Epoch 5 Batch 47/269 - Train Accuracy: 0.691, Validation Accuracy: 0.670, Loss: 0.416 Epoch 5 Batch 48/269 - Train Accuracy: 0.689, Validation Accuracy: 0.677, Loss: 0.445 Epoch 5 Batch 49/269 - Train Accuracy: 0.638, Validation Accuracy: 0.670, Loss: 0.445 Epoch 5 Batch 50/269 - Train Accuracy: 0.659, Validation Accuracy: 0.670, Loss: 0.470 Epoch 5 Batch 51/269 - Train Accuracy: 0.655, Validation Accuracy: 0.665, Loss: 0.439 Epoch 5 Batch 52/269 - Train Accuracy: 0.664, Validation Accuracy: 0.674, Loss: 0.421 Epoch 5 Batch 53/269 - Train Accuracy: 0.647, Validation Accuracy: 0.663, Loss: 0.456 Epoch 5 Batch 54/269 - Train Accuracy: 0.673, Validation Accuracy: 0.677, Loss: 0.451 Epoch 5 Batch 55/269 - Train Accuracy: 0.677, Validation Accuracy: 0.678, Loss: 0.419 Epoch 5 Batch 56/269 - Train Accuracy: 0.671, Validation Accuracy: 0.674, Loss: 0.432 Epoch 5 Batch 57/269 - Train Accuracy: 0.668, Validation Accuracy: 0.677, Loss: 0.437 Epoch 5 Batch 58/269 - Train Accuracy: 0.689, Validation Accuracy: 0.676, Loss: 0.416 Epoch 5 Batch 59/269 - Train Accuracy: 0.688, Validation Accuracy: 0.686, Loss: 0.403 Epoch 5 Batch 60/269 - Train Accuracy: 0.697, Validation Accuracy: 0.679, Loss: 0.403 Epoch 5 Batch 61/269 - Train Accuracy: 0.694, Validation Accuracy: 0.679, Loss: 0.391 Epoch 5 Batch 62/269 - Train Accuracy: 0.691, Validation Accuracy: 0.686, Loss: 0.408 Epoch 5 Batch 63/269 - Train Accuracy: 0.673, Validation Accuracy: 0.691, Loss: 0.432 Epoch 5 Batch 64/269 - Train Accuracy: 0.684, Validation Accuracy: 0.689, Loss: 0.411 Epoch 5 Batch 65/269 - Train Accuracy: 0.679, Validation Accuracy: 0.680, Loss: 0.414 Epoch 5 Batch 66/269 - Train Accuracy: 0.688, Validation Accuracy: 0.679, Loss: 0.405 Epoch 5 Batch 67/269 - Train Accuracy: 0.679, Validation Accuracy: 0.680, Loss: 0.425 Epoch 5 Batch 68/269 - Train Accuracy: 0.658, Validation Accuracy: 0.688, Loss: 0.418 Epoch 5 Batch 69/269 - Train Accuracy: 0.649, Validation Accuracy: 0.682, Loss: 0.459 Epoch 5 Batch 70/269 - Train Accuracy: 0.693, Validation Accuracy: 0.688, Loss: 0.419 Epoch 5 Batch 71/269 - Train Accuracy: 0.670, Validation Accuracy: 0.693, Loss: 0.435 Epoch 5 Batch 72/269 - Train Accuracy: 0.696, Validation Accuracy: 0.689, Loss: 0.409 Epoch 5 Batch 73/269 - Train Accuracy: 0.679, Validation Accuracy: 0.695, Loss: 0.427 Epoch 5 Batch 74/269 - Train Accuracy: 0.690, Validation Accuracy: 0.693, Loss: 0.415 Epoch 5 Batch 75/269 - Train Accuracy: 0.692, Validation Accuracy: 0.688, Loss: 0.411 Epoch 5 Batch 76/269 - Train Accuracy: 0.674, Validation Accuracy: 0.692, Loss: 0.412 Epoch 5 Batch 77/269 - Train Accuracy: 0.695, Validation Accuracy: 0.697, Loss: 0.411 Epoch 5 Batch 78/269 - Train Accuracy: 0.698, Validation Accuracy: 0.690, Loss: 0.405 Epoch 5 Batch 79/269 - Train Accuracy: 0.702, Validation Accuracy: 0.688, Loss: 0.405 Epoch 5 Batch 80/269 - Train Accuracy: 0.698, Validation Accuracy: 0.699, Loss: 0.401 Epoch 5 Batch 81/269 - Train Accuracy: 0.689, Validation Accuracy: 0.694, Loss: 0.418 Epoch 5 Batch 82/269 - Train Accuracy: 0.710, Validation Accuracy: 0.688, Loss: 0.389 Epoch 5 Batch 83/269 - Train Accuracy: 0.693, Validation Accuracy: 0.690, Loss: 0.416 Epoch 5 Batch 84/269 - Train Accuracy: 0.699, Validation Accuracy: 0.698, Loss: 0.398 Epoch 5 Batch 85/269 - Train Accuracy: 0.700, Validation Accuracy: 0.696, Loss: 0.401 Epoch 5 Batch 86/269 - Train Accuracy: 0.679, Validation Accuracy: 0.691, Loss: 0.398 Epoch 5 Batch 87/269 - Train Accuracy: 0.675, Validation Accuracy: 0.694, Loss: 0.433 Epoch 5 Batch 88/269 - Train Accuracy: 0.685, Validation Accuracy: 0.692, Loss: 0.409 Epoch 5 Batch 89/269 - Train Accuracy: 0.700, Validation Accuracy: 0.697, Loss: 0.402 Epoch 5 Batch 90/269 - Train Accuracy: 0.647, Validation Accuracy: 0.689, Loss: 0.431 Epoch 5 Batch 91/269 - Train Accuracy: 0.703, Validation Accuracy: 0.686, Loss: 0.399 Epoch 5 Batch 92/269 - Train Accuracy: 0.690, Validation Accuracy: 0.700, Loss: 0.402 Epoch 5 Batch 93/269 - Train Accuracy: 0.699, Validation Accuracy: 0.697, Loss: 0.388 Epoch 5 Batch 94/269 - Train Accuracy: 0.686, Validation Accuracy: 0.698, Loss: 0.412 Epoch 5 Batch 95/269 - Train Accuracy: 0.684, Validation Accuracy: 0.688, Loss: 0.403 Epoch 5 Batch 96/269 - Train Accuracy: 0.688, Validation Accuracy: 0.696, Loss: 0.402 Epoch 5 Batch 97/269 - Train Accuracy: 0.688, Validation Accuracy: 0.688, Loss: 0.393 Epoch 5 Batch 98/269 - Train Accuracy: 0.684, Validation Accuracy: 0.697, Loss: 0.406 Epoch 5 Batch 99/269 - Train Accuracy: 0.676, Validation Accuracy: 0.703, Loss: 0.416 Epoch 5 Batch 100/269 - Train Accuracy: 0.717, Validation Accuracy: 0.699, Loss: 0.394 Epoch 5 Batch 101/269 - Train Accuracy: 0.681, Validation Accuracy: 0.694, Loss: 0.424 Epoch 5 Batch 102/269 - Train Accuracy: 0.676, Validation Accuracy: 0.699, Loss: 0.394 Epoch 5 Batch 103/269 - Train Accuracy: 0.701, Validation Accuracy: 0.697, Loss: 0.397 Epoch 5 Batch 104/269 - Train Accuracy: 0.685, Validation Accuracy: 0.695, Loss: 0.392 Epoch 5 Batch 105/269 - Train Accuracy: 0.685, Validation Accuracy: 0.696, Loss: 0.397 Epoch 5 Batch 106/269 - Train Accuracy: 0.699, Validation Accuracy: 0.703, Loss: 0.389 Epoch 5 Batch 107/269 - Train Accuracy: 0.703, Validation Accuracy: 0.705, Loss: 0.410 Epoch 5 Batch 108/269 - Train Accuracy: 0.689, Validation Accuracy: 0.703, Loss: 0.397 Epoch 5 Batch 109/269 - Train Accuracy: 0.687, Validation Accuracy: 0.703, Loss: 0.394 Epoch 5 Batch 110/269 - Train Accuracy: 0.703, Validation Accuracy: 0.703, Loss: 0.389 Epoch 5 Batch 111/269 - Train Accuracy: 0.667, Validation Accuracy: 0.697, Loss: 0.420 Epoch 5 Batch 112/269 - Train Accuracy: 0.694, Validation Accuracy: 0.702, Loss: 0.393 Epoch 5 Batch 113/269 - Train Accuracy: 0.702, Validation Accuracy: 0.702, Loss: 0.375 Epoch 5 Batch 114/269 - Train Accuracy: 0.699, Validation Accuracy: 0.695, Loss: 0.389 Epoch 5 Batch 115/269 - Train Accuracy: 0.696, Validation Accuracy: 0.702, Loss: 0.404 Epoch 5 Batch 116/269 - Train Accuracy: 0.707, Validation Accuracy: 0.709, Loss: 0.402 Epoch 5 Batch 117/269 - Train Accuracy: 0.688, Validation Accuracy: 0.695, Loss: 0.387 Epoch 5 Batch 118/269 - Train Accuracy: 0.707, Validation Accuracy: 0.700, Loss: 0.387 Epoch 5 Batch 119/269 - Train Accuracy: 0.686, Validation Accuracy: 0.701, Loss: 0.416 Epoch 5 Batch 120/269 - Train Accuracy: 0.698, Validation Accuracy: 0.702, Loss: 0.406 Epoch 5 Batch 121/269 - Train Accuracy: 0.713, Validation Accuracy: 0.700, Loss: 0.384 Epoch 5 Batch 122/269 - Train Accuracy: 0.714, Validation Accuracy: 0.710, Loss: 0.378 Epoch 5 Batch 123/269 - Train Accuracy: 0.689, Validation Accuracy: 0.701, Loss: 0.406 Epoch 5 Batch 124/269 - Train Accuracy: 0.702, Validation Accuracy: 0.696, Loss: 0.381 Epoch 5 Batch 125/269 - Train Accuracy: 0.698, Validation Accuracy: 0.706, Loss: 0.381 Epoch 5 Batch 126/269 - Train Accuracy: 0.700, Validation Accuracy: 0.710, Loss: 0.383 Epoch 5 Batch 127/269 - Train Accuracy: 0.686, Validation Accuracy: 0.705, Loss: 0.399 Epoch 5 Batch 128/269 - Train Accuracy: 0.712, Validation Accuracy: 0.704, Loss: 0.386 Epoch 5 Batch 129/269 - Train Accuracy: 0.692, Validation Accuracy: 0.709, Loss: 0.382 Epoch 5 Batch 130/269 - Train Accuracy: 0.692, Validation Accuracy: 0.707, Loss: 0.403 Epoch 5 Batch 131/269 - Train Accuracy: 0.682, Validation Accuracy: 0.708, Loss: 0.393 Epoch 5 Batch 132/269 - Train Accuracy: 0.692, Validation Accuracy: 0.705, Loss: 0.387 Epoch 5 Batch 133/269 - Train Accuracy: 0.707, Validation Accuracy: 0.701, Loss: 0.371 Epoch 5 Batch 134/269 - Train Accuracy: 0.675, Validation Accuracy: 0.703, Loss: 0.390 Epoch 5 Batch 135/269 - Train Accuracy: 0.693, Validation Accuracy: 0.708, Loss: 0.408 Epoch 5 Batch 136/269 - Train Accuracy: 0.682, Validation Accuracy: 0.711, Loss: 0.406 Epoch 5 Batch 137/269 - Train Accuracy: 0.692, Validation Accuracy: 0.705, Loss: 0.410 Epoch 5 Batch 138/269 - Train Accuracy: 0.701, Validation Accuracy: 0.707, Loss: 0.396 Epoch 5 Batch 139/269 - Train Accuracy: 0.718, Validation Accuracy: 0.705, Loss: 0.373 Epoch 5 Batch 140/269 - Train Accuracy: 0.692, Validation Accuracy: 0.710, Loss: 0.390 Epoch 5 Batch 141/269 - Train Accuracy: 0.710, Validation Accuracy: 0.716, Loss: 0.387 Epoch 5 Batch 142/269 - Train Accuracy: 0.705, Validation Accuracy: 0.714, Loss: 0.372 Epoch 5 Batch 143/269 - Train Accuracy: 0.696, Validation Accuracy: 0.707, Loss: 0.376 Epoch 5 Batch 144/269 - Train Accuracy: 0.716, Validation Accuracy: 0.720, Loss: 0.363 Epoch 5 Batch 145/269 - Train Accuracy: 0.707, Validation Accuracy: 0.717, Loss: 0.372 Epoch 5 Batch 146/269 - Train Accuracy: 0.710, Validation Accuracy: 0.710, Loss: 0.370 Epoch 5 Batch 147/269 - Train Accuracy: 0.714, Validation Accuracy: 0.716, Loss: 0.363 Epoch 5 Batch 148/269 - Train Accuracy: 0.695, Validation Accuracy: 0.709, Loss: 0.383 Epoch 5 Batch 149/269 - Train Accuracy: 0.706, Validation Accuracy: 0.712, Loss: 0.387 Epoch 5 Batch 150/269 - Train Accuracy: 0.714, Validation Accuracy: 0.707, Loss: 0.380 Epoch 5 Batch 151/269 - Train Accuracy: 0.718, Validation Accuracy: 0.716, Loss: 0.367 Epoch 5 Batch 152/269 - Train Accuracy: 0.713, Validation Accuracy: 0.719, Loss: 0.374 Epoch 5 Batch 153/269 - Train Accuracy: 0.719, Validation Accuracy: 0.707, Loss: 0.370 Epoch 5 Batch 154/269 - Train Accuracy: 0.706, Validation Accuracy: 0.710, Loss: 0.384 Epoch 5 Batch 155/269 - Train Accuracy: 0.716, Validation Accuracy: 0.706, Loss: 0.356 Epoch 5 Batch 156/269 - Train Accuracy: 0.681, Validation Accuracy: 0.708, Loss: 0.391 Epoch 5 Batch 157/269 - Train Accuracy: 0.702, Validation Accuracy: 0.713, Loss: 0.374 Epoch 5 Batch 158/269 - Train Accuracy: 0.710, Validation Accuracy: 0.713, Loss: 0.372 Epoch 5 Batch 159/269 - Train Accuracy: 0.707, Validation Accuracy: 0.714, Loss: 0.376 Epoch 5 Batch 160/269 - Train Accuracy: 0.711, Validation Accuracy: 0.710, Loss: 0.375 Epoch 5 Batch 161/269 - Train Accuracy: 0.701, Validation Accuracy: 0.712, Loss: 0.373 Epoch 5 Batch 162/269 - Train Accuracy: 0.714, Validation Accuracy: 0.706, Loss: 0.376 Epoch 5 Batch 163/269 - Train Accuracy: 0.702, Validation Accuracy: 0.712, Loss: 0.378 Epoch 5 Batch 164/269 - Train Accuracy: 0.715, Validation Accuracy: 0.712, Loss: 0.371 Epoch 5 Batch 165/269 - Train Accuracy: 0.700, Validation Accuracy: 0.704, Loss: 0.385 Epoch 5 Batch 166/269 - Train Accuracy: 0.732, Validation Accuracy: 0.718, Loss: 0.358 Epoch 5 Batch 167/269 - Train Accuracy: 0.707, Validation Accuracy: 0.718, Loss: 0.370 Epoch 5 Batch 168/269 - Train Accuracy: 0.700, Validation Accuracy: 0.719, Loss: 0.380 Epoch 5 Batch 169/269 - Train Accuracy: 0.715, Validation Accuracy: 0.713, Loss: 0.371 Epoch 5 Batch 170/269 - Train Accuracy: 0.707, Validation Accuracy: 0.706, Loss: 0.367 Epoch 5 Batch 171/269 - Train Accuracy: 0.703, Validation Accuracy: 0.717, Loss: 0.382 Epoch 5 Batch 172/269 - Train Accuracy: 0.717, Validation Accuracy: 0.722, Loss: 0.376 Epoch 5 Batch 173/269 - Train Accuracy: 0.708, Validation Accuracy: 0.713, Loss: 0.356 Epoch 5 Batch 174/269 - Train Accuracy: 0.698, Validation Accuracy: 0.707, Loss: 0.373 Epoch 5 Batch 175/269 - Train Accuracy: 0.713, Validation Accuracy: 0.714, Loss: 0.384 Epoch 5 Batch 176/269 - Train Accuracy: 0.690, Validation Accuracy: 0.716, Loss: 0.392 Epoch 5 Batch 177/269 - Train Accuracy: 0.721, Validation Accuracy: 0.722, Loss: 0.361 Epoch 5 Batch 178/269 - Train Accuracy: 0.706, Validation Accuracy: 0.718, Loss: 0.379 Epoch 5 Batch 179/269 - Train Accuracy: 0.717, Validation Accuracy: 0.717, Loss: 0.366 Epoch 5 Batch 180/269 - Train Accuracy: 0.724, Validation Accuracy: 0.714, Loss: 0.357 Epoch 5 Batch 181/269 - Train Accuracy: 0.705, Validation Accuracy: 0.713, Loss: 0.366 Epoch 5 Batch 182/269 - Train Accuracy: 0.720, Validation Accuracy: 0.710, Loss: 0.368 Epoch 5 Batch 183/269 - Train Accuracy: 0.764, Validation Accuracy: 0.721, Loss: 0.320 Epoch 5 Batch 184/269 - Train Accuracy: 0.699, Validation Accuracy: 0.715, Loss: 0.374 Epoch 5 Batch 185/269 - Train Accuracy: 0.729, Validation Accuracy: 0.719, Loss: 0.358 Epoch 5 Batch 186/269 - Train Accuracy: 0.705, Validation Accuracy: 0.715, Loss: 0.370 Epoch 5 Batch 187/269 - Train Accuracy: 0.718, Validation Accuracy: 0.720, Loss: 0.354 Epoch 5 Batch 188/269 - Train Accuracy: 0.725, Validation Accuracy: 0.719, Loss: 0.354 Epoch 5 Batch 189/269 - Train Accuracy: 0.724, Validation Accuracy: 0.718, Loss: 0.353 Epoch 5 Batch 190/269 - Train Accuracy: 0.715, Validation Accuracy: 0.716, Loss: 0.350 Epoch 5 Batch 191/269 - Train Accuracy: 0.728, Validation Accuracy: 0.720, Loss: 0.356 Epoch 5 Batch 192/269 - Train Accuracy: 0.722, Validation Accuracy: 0.716, Loss: 0.360 Epoch 5 Batch 193/269 - Train Accuracy: 0.718, Validation Accuracy: 0.710, Loss: 0.353 Epoch 5 Batch 194/269 - Train Accuracy: 0.727, Validation Accuracy: 0.714, Loss: 0.361 Epoch 5 Batch 195/269 - Train Accuracy: 0.713, Validation Accuracy: 0.721, Loss: 0.357 Epoch 5 Batch 196/269 - Train Accuracy: 0.699, Validation Accuracy: 0.719, Loss: 0.349 Epoch 5 Batch 197/269 - Train Accuracy: 0.698, Validation Accuracy: 0.716, Loss: 0.371 Epoch 5 Batch 198/269 - Train Accuracy: 0.718, Validation Accuracy: 0.729, Loss: 0.378 Epoch 5 Batch 199/269 - Train Accuracy: 0.714, Validation Accuracy: 0.725, Loss: 0.369 Epoch 5 Batch 200/269 - Train Accuracy: 0.706, Validation Accuracy: 0.720, Loss: 0.364 Epoch 5 Batch 201/269 - Train Accuracy: 0.703, Validation Accuracy: 0.721, Loss: 0.362 Epoch 5 Batch 202/269 - Train Accuracy: 0.705, Validation Accuracy: 0.723, Loss: 0.354 Epoch 5 Batch 203/269 - Train Accuracy: 0.717, Validation Accuracy: 0.717, Loss: 0.376 Epoch 5 Batch 204/269 - Train Accuracy: 0.695, Validation Accuracy: 0.714, Loss: 0.369 Epoch 5 Batch 205/269 - Train Accuracy: 0.714, Validation Accuracy: 0.717, Loss: 0.352 Epoch 5 Batch 206/269 - Train Accuracy: 0.701, Validation Accuracy: 0.722, Loss: 0.373 Epoch 5 Batch 207/269 - Train Accuracy: 0.730, Validation Accuracy: 0.720, Loss: 0.344 Epoch 5 Batch 208/269 - Train Accuracy: 0.713, Validation Accuracy: 0.720, Loss: 0.368 Epoch 5 Batch 209/269 - Train Accuracy: 0.733, Validation Accuracy: 0.717, Loss: 0.360 Epoch 5 Batch 210/269 - Train Accuracy: 0.724, Validation Accuracy: 0.720, Loss: 0.349 Epoch 5 Batch 211/269 - Train Accuracy: 0.720, Validation Accuracy: 0.717, Loss: 0.354 Epoch 5 Batch 212/269 - Train Accuracy: 0.715, Validation Accuracy: 0.708, Loss: 0.357 Epoch 5 Batch 213/269 - Train Accuracy: 0.714, Validation Accuracy: 0.712, Loss: 0.364 Epoch 5 Batch 214/269 - Train Accuracy: 0.701, Validation Accuracy: 0.702, Loss: 0.374 Epoch 5 Batch 215/269 - Train Accuracy: 0.735, Validation Accuracy: 0.713, Loss: 0.352 Epoch 5 Batch 216/269 - Train Accuracy: 0.687, Validation Accuracy: 0.714, Loss: 0.390 Epoch 5 Batch 217/269 - Train Accuracy: 0.682, Validation Accuracy: 0.709, Loss: 0.376 Epoch 5 Batch 218/269 - Train Accuracy: 0.699, Validation Accuracy: 0.707, Loss: 0.374 Epoch 5 Batch 219/269 - Train Accuracy: 0.723, Validation Accuracy: 0.722, Loss: 0.369 Epoch 5 Batch 220/269 - Train Accuracy: 0.717, Validation Accuracy: 0.716, Loss: 0.341 Epoch 5 Batch 221/269 - Train Accuracy: 0.729, Validation Accuracy: 0.716, Loss: 0.365 Epoch 5 Batch 222/269 - Train Accuracy: 0.735, Validation Accuracy: 0.723, Loss: 0.339 Epoch 5 Batch 223/269 - Train Accuracy: 0.699, Validation Accuracy: 0.714, Loss: 0.345 Epoch 5 Batch 224/269 - Train Accuracy: 0.717, Validation Accuracy: 0.723, Loss: 0.372 Epoch 5 Batch 225/269 - Train Accuracy: 0.718, Validation Accuracy: 0.720, Loss: 0.353 Epoch 5 Batch 226/269 - Train Accuracy: 0.726, Validation Accuracy: 0.723, Loss: 0.348 Epoch 5 Batch 227/269 - Train Accuracy: 0.757, Validation Accuracy: 0.726, Loss: 0.319 Epoch 5 Batch 228/269 - Train Accuracy: 0.720, Validation Accuracy: 0.729, Loss: 0.345 Epoch 5 Batch 229/269 - Train Accuracy: 0.721, Validation Accuracy: 0.724, Loss: 0.348 Epoch 5 Batch 230/269 - Train Accuracy: 0.716, Validation Accuracy: 0.715, Loss: 0.343 Epoch 5 Batch 231/269 - Train Accuracy: 0.715, Validation Accuracy: 0.720, Loss: 0.367 Epoch 5 Batch 232/269 - Train Accuracy: 0.710, Validation Accuracy: 0.721, Loss: 0.359 Epoch 5 Batch 233/269 - Train Accuracy: 0.734, Validation Accuracy: 0.727, Loss: 0.349 Epoch 5 Batch 234/269 - Train Accuracy: 0.741, Validation Accuracy: 0.728, Loss: 0.336 Epoch 5 Batch 235/269 - Train Accuracy: 0.736, Validation Accuracy: 0.732, Loss: 0.338 Epoch 5 Batch 236/269 - Train Accuracy: 0.730, Validation Accuracy: 0.723, Loss: 0.337 Epoch 5 Batch 237/269 - Train Accuracy: 0.713, Validation Accuracy: 0.721, Loss: 0.343 Epoch 5 Batch 238/269 - Train Accuracy: 0.736, Validation Accuracy: 0.731, Loss: 0.337 Epoch 5 Batch 239/269 - Train Accuracy: 0.721, Validation Accuracy: 0.723, Loss: 0.342 Epoch 5 Batch 240/269 - Train Accuracy: 0.739, Validation Accuracy: 0.723, Loss: 0.324 Epoch 5 Batch 241/269 - Train Accuracy: 0.721, Validation Accuracy: 0.723, Loss: 0.353 Epoch 5 Batch 242/269 - Train Accuracy: 0.715, Validation Accuracy: 0.717, Loss: 0.338 Epoch 5 Batch 243/269 - Train Accuracy: 0.732, Validation Accuracy: 0.720, Loss: 0.338 Epoch 5 Batch 244/269 - Train Accuracy: 0.721, Validation Accuracy: 0.722, Loss: 0.338 Epoch 5 Batch 245/269 - Train Accuracy: 0.704, Validation Accuracy: 0.724, Loss: 0.360 Epoch 5 Batch 246/269 - Train Accuracy: 0.719, Validation Accuracy: 0.729, Loss: 0.345 Epoch 5 Batch 247/269 - Train Accuracy: 0.708, Validation Accuracy: 0.726, Loss: 0.352 Epoch 5 Batch 248/269 - Train Accuracy: 0.734, Validation Accuracy: 0.734, Loss: 0.333 Epoch 5 Batch 249/269 - Train Accuracy: 0.766, Validation Accuracy: 0.736, Loss: 0.313 Epoch 5 Batch 250/269 - Train Accuracy: 0.730, Validation Accuracy: 0.730, Loss: 0.348 Epoch 5 Batch 251/269 - Train Accuracy: 0.742, Validation Accuracy: 0.724, Loss: 0.328 Epoch 5 Batch 252/269 - Train Accuracy: 0.725, Validation Accuracy: 0.733, Loss: 0.336 Epoch 5 Batch 253/269 - Train Accuracy: 0.703, Validation Accuracy: 0.725, Loss: 0.344 Epoch 5 Batch 254/269 - Train Accuracy: 0.734, Validation Accuracy: 0.731, Loss: 0.334 Epoch 5 Batch 255/269 - Train Accuracy: 0.743, Validation Accuracy: 0.735, Loss: 0.331 Epoch 5 Batch 256/269 - Train Accuracy: 0.712, Validation Accuracy: 0.727, Loss: 0.338 Epoch 5 Batch 257/269 - Train Accuracy: 0.720, Validation Accuracy: 0.729, Loss: 0.348 Epoch 5 Batch 258/269 - Train Accuracy: 0.729, Validation Accuracy: 0.724, Loss: 0.347 Epoch 5 Batch 259/269 - Train Accuracy: 0.739, Validation Accuracy: 0.729, Loss: 0.337 Epoch 5 Batch 260/269 - Train Accuracy: 0.699, Validation Accuracy: 0.726, Loss: 0.352 Epoch 5 Batch 261/269 - Train Accuracy: 0.702, Validation Accuracy: 0.724, Loss: 0.358 Epoch 5 Batch 262/269 - Train Accuracy: 0.741, Validation Accuracy: 0.730, Loss: 0.345 Epoch 5 Batch 263/269 - Train Accuracy: 0.721, Validation Accuracy: 0.727, Loss: 0.346 Epoch 5 Batch 264/269 - Train Accuracy: 0.716, Validation Accuracy: 0.723, Loss: 0.361 Epoch 5 Batch 265/269 - Train Accuracy: 0.731, Validation Accuracy: 0.723, Loss: 0.353 Epoch 5 Batch 266/269 - Train Accuracy: 0.739, Validation Accuracy: 0.730, Loss: 0.334 Epoch 5 Batch 267/269 - Train Accuracy: 0.721, Validation Accuracy: 0.728, Loss: 0.349 Epoch 6 Batch 0/269 - Train Accuracy: 0.712, Validation Accuracy: 0.726, Loss: 0.354 Epoch 6 Batch 1/269 - Train Accuracy: 0.723, Validation Accuracy: 0.725, Loss: 0.347 Epoch 6 Batch 2/269 - Train Accuracy: 0.713, Validation Accuracy: 0.724, Loss: 0.346 Epoch 6 Batch 3/269 - Train Accuracy: 0.735, Validation Accuracy: 0.726, Loss: 0.345 Epoch 6 Batch 4/269 - Train Accuracy: 0.715, Validation Accuracy: 0.723, Loss: 0.342 Epoch 6 Batch 5/269 - Train Accuracy: 0.691, Validation Accuracy: 0.715, Loss: 0.348 Epoch 6 Batch 6/269 - Train Accuracy: 0.755, Validation Accuracy: 0.723, Loss: 0.326 Epoch 6 Batch 7/269 - Train Accuracy: 0.724, Validation Accuracy: 0.724, Loss: 0.327 Epoch 6 Batch 8/269 - Train Accuracy: 0.708, Validation Accuracy: 0.720, Loss: 0.342 Epoch 6 Batch 9/269 - Train Accuracy: 0.738, Validation Accuracy: 0.731, Loss: 0.346 Epoch 6 Batch 10/269 - Train Accuracy: 0.731, Validation Accuracy: 0.726, Loss: 0.332 Epoch 6 Batch 11/269 - Train Accuracy: 0.732, Validation Accuracy: 0.732, Loss: 0.336 Epoch 6 Batch 12/269 - Train Accuracy: 0.719, Validation Accuracy: 0.731, Loss: 0.349 Epoch 6 Batch 13/269 - Train Accuracy: 0.738, Validation Accuracy: 0.733, Loss: 0.306 Epoch 6 Batch 14/269 - Train Accuracy: 0.733, Validation Accuracy: 0.732, Loss: 0.321 Epoch 6 Batch 15/269 - Train Accuracy: 0.737, Validation Accuracy: 0.739, Loss: 0.315 Epoch 6 Batch 16/269 - Train Accuracy: 0.732, Validation Accuracy: 0.731, Loss: 0.330 Epoch 6 Batch 17/269 - Train Accuracy: 0.742, Validation Accuracy: 0.731, Loss: 0.315 Epoch 6 Batch 18/269 - Train Accuracy: 0.738, Validation Accuracy: 0.747, Loss: 0.336 Epoch 6 Batch 19/269 - Train Accuracy: 0.746, Validation Accuracy: 0.730, Loss: 0.303 Epoch 6 Batch 20/269 - Train Accuracy: 0.737, Validation Accuracy: 0.738, Loss: 0.334 Epoch 6 Batch 21/269 - Train Accuracy: 0.722, Validation Accuracy: 0.736, Loss: 0.352 Epoch 6 Batch 22/269 - Train Accuracy: 0.743, Validation Accuracy: 0.736, Loss: 0.317 Epoch 6 Batch 23/269 - Train Accuracy: 0.737, Validation Accuracy: 0.745, Loss: 0.319 Epoch 6 Batch 24/269 - Train Accuracy: 0.736, Validation Accuracy: 0.743, Loss: 0.335 Epoch 6 Batch 25/269 - Train Accuracy: 0.732, Validation Accuracy: 0.743, Loss: 0.348 Epoch 6 Batch 26/269 - Train Accuracy: 0.738, Validation Accuracy: 0.733, Loss: 0.300 Epoch 6 Batch 27/269 - Train Accuracy: 0.731, Validation Accuracy: 0.733, Loss: 0.319 Epoch 6 Batch 28/269 - Train Accuracy: 0.693, Validation Accuracy: 0.724, Loss: 0.345 Epoch 6 Batch 29/269 - Train Accuracy: 0.732, Validation Accuracy: 0.736, Loss: 0.343 Epoch 6 Batch 30/269 - Train Accuracy: 0.738, Validation Accuracy: 0.734, Loss: 0.318 Epoch 6 Batch 31/269 - Train Accuracy: 0.739, Validation Accuracy: 0.727, Loss: 0.320 Epoch 6 Batch 32/269 - Train Accuracy: 0.731, Validation Accuracy: 0.734, Loss: 0.319 Epoch 6 Batch 33/269 - Train Accuracy: 0.757, Validation Accuracy: 0.732, Loss: 0.309 Epoch 6 Batch 34/269 - Train Accuracy: 0.738, Validation Accuracy: 0.735, Loss: 0.321 Epoch 6 Batch 35/269 - Train Accuracy: 0.728, Validation Accuracy: 0.730, Loss: 0.332 Epoch 6 Batch 36/269 - Train Accuracy: 0.742, Validation Accuracy: 0.744, Loss: 0.328 Epoch 6 Batch 37/269 - Train Accuracy: 0.738, Validation Accuracy: 0.734, Loss: 0.320 Epoch 6 Batch 38/269 - Train Accuracy: 0.726, Validation Accuracy: 0.728, Loss: 0.323 Epoch 6 Batch 39/269 - Train Accuracy: 0.740, Validation Accuracy: 0.728, Loss: 0.324 Epoch 6 Batch 40/269 - Train Accuracy: 0.737, Validation Accuracy: 0.740, Loss: 0.331 Epoch 6 Batch 41/269 - Train Accuracy: 0.723, Validation Accuracy: 0.731, Loss: 0.321 Epoch 6 Batch 42/269 - Train Accuracy: 0.765, Validation Accuracy: 0.731, Loss: 0.304 Epoch 6 Batch 43/269 - Train Accuracy: 0.745, Validation Accuracy: 0.736, Loss: 0.325 Epoch 6 Batch 44/269 - Train Accuracy: 0.730, Validation Accuracy: 0.727, Loss: 0.317 Epoch 6 Batch 45/269 - Train Accuracy: 0.727, Validation Accuracy: 0.726, Loss: 0.329 Epoch 6 Batch 46/269 - Train Accuracy: 0.734, Validation Accuracy: 0.729, Loss: 0.333 Epoch 6 Batch 47/269 - Train Accuracy: 0.746, Validation Accuracy: 0.727, Loss: 0.297 Epoch 6 Batch 48/269 - Train Accuracy: 0.761, Validation Accuracy: 0.736, Loss: 0.309 Epoch 6 Batch 49/269 - Train Accuracy: 0.731, Validation Accuracy: 0.732, Loss: 0.317 Epoch 6 Batch 50/269 - Train Accuracy: 0.722, Validation Accuracy: 0.732, Loss: 0.331 Epoch 6 Batch 51/269 - Train Accuracy: 0.740, Validation Accuracy: 0.735, Loss: 0.312 Epoch 6 Batch 52/269 - Train Accuracy: 0.737, Validation Accuracy: 0.737, Loss: 0.301 Epoch 6 Batch 53/269 - Train Accuracy: 0.741, Validation Accuracy: 0.739, Loss: 0.330 Epoch 6 Batch 54/269 - Train Accuracy: 0.748, Validation Accuracy: 0.738, Loss: 0.323 Epoch 6 Batch 55/269 - Train Accuracy: 0.759, Validation Accuracy: 0.737, Loss: 0.303 Epoch 6 Batch 56/269 - Train Accuracy: 0.743, Validation Accuracy: 0.741, Loss: 0.316 Epoch 6 Batch 57/269 - Train Accuracy: 0.731, Validation Accuracy: 0.737, Loss: 0.320 Epoch 6 Batch 58/269 - Train Accuracy: 0.749, Validation Accuracy: 0.734, Loss: 0.305 Epoch 6 Batch 59/269 - Train Accuracy: 0.762, Validation Accuracy: 0.736, Loss: 0.290 Epoch 6 Batch 60/269 - Train Accuracy: 0.758, Validation Accuracy: 0.741, Loss: 0.291 Epoch 6 Batch 61/269 - Train Accuracy: 0.754, Validation Accuracy: 0.740, Loss: 0.286 Epoch 6 Batch 62/269 - Train Accuracy: 0.762, Validation Accuracy: 0.744, Loss: 0.299 Epoch 6 Batch 63/269 - Train Accuracy: 0.746, Validation Accuracy: 0.738, Loss: 0.317 Epoch 6 Batch 64/269 - Train Accuracy: 0.747, Validation Accuracy: 0.740, Loss: 0.299 Epoch 6 Batch 65/269 - Train Accuracy: 0.736, Validation Accuracy: 0.737, Loss: 0.305 Epoch 6 Batch 66/269 - Train Accuracy: 0.752, Validation Accuracy: 0.733, Loss: 0.303 Epoch 6 Batch 67/269 - Train Accuracy: 0.740, Validation Accuracy: 0.742, Loss: 0.315 Epoch 6 Batch 68/269 - Train Accuracy: 0.727, Validation Accuracy: 0.743, Loss: 0.313 Epoch 6 Batch 69/269 - Train Accuracy: 0.712, Validation Accuracy: 0.735, Loss: 0.343 Epoch 6 Batch 70/269 - Train Accuracy: 0.756, Validation Accuracy: 0.732, Loss: 0.320 Epoch 6 Batch 71/269 - Train Accuracy: 0.717, Validation Accuracy: 0.726, Loss: 0.344 Epoch 6 Batch 72/269 - Train Accuracy: 0.749, Validation Accuracy: 0.731, Loss: 0.330 Epoch 6 Batch 73/269 - Train Accuracy: 0.739, Validation Accuracy: 0.741, Loss: 0.327 Epoch 6 Batch 74/269 - Train Accuracy: 0.738, Validation Accuracy: 0.732, Loss: 0.309 Epoch 6 Batch 75/269 - Train Accuracy: 0.736, Validation Accuracy: 0.731, Loss: 0.315 Epoch 6 Batch 76/269 - Train Accuracy: 0.732, Validation Accuracy: 0.742, Loss: 0.315 Epoch 6 Batch 77/269 - Train Accuracy: 0.740, Validation Accuracy: 0.741, Loss: 0.303 Epoch 6 Batch 78/269 - Train Accuracy: 0.756, Validation Accuracy: 0.730, Loss: 0.308 Epoch 6 Batch 79/269 - Train Accuracy: 0.751, Validation Accuracy: 0.738, Loss: 0.314 Epoch 6 Batch 80/269 - Train Accuracy: 0.760, Validation Accuracy: 0.746, Loss: 0.305 Epoch 6 Batch 81/269 - Train Accuracy: 0.743, Validation Accuracy: 0.745, Loss: 0.319 Epoch 6 Batch 82/269 - Train Accuracy: 0.759, Validation Accuracy: 0.743, Loss: 0.295 Epoch 6 Batch 83/269 - Train Accuracy: 0.749, Validation Accuracy: 0.750, Loss: 0.315 Epoch 6 Batch 84/269 - Train Accuracy: 0.757, Validation Accuracy: 0.743, Loss: 0.301 Epoch 6 Batch 85/269 - Train Accuracy: 0.762, Validation Accuracy: 0.743, Loss: 0.298 Epoch 6 Batch 86/269 - Train Accuracy: 0.747, Validation Accuracy: 0.748, Loss: 0.299 Epoch 6 Batch 87/269 - Train Accuracy: 0.713, Validation Accuracy: 0.730, Loss: 0.328 Epoch 6 Batch 88/269 - Train Accuracy: 0.724, Validation Accuracy: 0.740, Loss: 0.313 Epoch 6 Batch 89/269 - Train Accuracy: 0.762, Validation Accuracy: 0.755, Loss: 0.303 Epoch 6 Batch 90/269 - Train Accuracy: 0.716, Validation Accuracy: 0.742, Loss: 0.322 Epoch 6 Batch 91/269 - Train Accuracy: 0.755, Validation Accuracy: 0.746, Loss: 0.300 Epoch 6 Batch 92/269 - Train Accuracy: 0.749, Validation Accuracy: 0.746, Loss: 0.296 Epoch 6 Batch 93/269 - Train Accuracy: 0.737, Validation Accuracy: 0.739, Loss: 0.293 Epoch 6 Batch 94/269 - Train Accuracy: 0.741, Validation Accuracy: 0.738, Loss: 0.312 Epoch 6 Batch 95/269 - Train Accuracy: 0.741, Validation Accuracy: 0.739, Loss: 0.303 Epoch 6 Batch 96/269 - Train Accuracy: 0.739, Validation Accuracy: 0.744, Loss: 0.303 Epoch 6 Batch 97/269 - Train Accuracy: 0.758, Validation Accuracy: 0.736, Loss: 0.298 Epoch 6 Batch 98/269 - Train Accuracy: 0.750, Validation Accuracy: 0.745, Loss: 0.300 Epoch 6 Batch 99/269 - Train Accuracy: 0.742, Validation Accuracy: 0.739, Loss: 0.314 Epoch 6 Batch 100/269 - Train Accuracy: 0.766, Validation Accuracy: 0.741, Loss: 0.294 Epoch 6 Batch 101/269 - Train Accuracy: 0.739, Validation Accuracy: 0.740, Loss: 0.321 Epoch 6 Batch 102/269 - Train Accuracy: 0.747, Validation Accuracy: 0.742, Loss: 0.298 Epoch 6 Batch 103/269 - Train Accuracy: 0.746, Validation Accuracy: 0.749, Loss: 0.300 Epoch 6 Batch 104/269 - Train Accuracy: 0.741, Validation Accuracy: 0.738, Loss: 0.296 Epoch 6 Batch 105/269 - Train Accuracy: 0.737, Validation Accuracy: 0.739, Loss: 0.296 Epoch 6 Batch 106/269 - Train Accuracy: 0.763, Validation Accuracy: 0.740, Loss: 0.292 Epoch 6 Batch 107/269 - Train Accuracy: 0.763, Validation Accuracy: 0.739, Loss: 0.308 Epoch 6 Batch 108/269 - Train Accuracy: 0.739, Validation Accuracy: 0.741, Loss: 0.298 Epoch 6 Batch 109/269 - Train Accuracy: 0.729, Validation Accuracy: 0.734, Loss: 0.297 Epoch 6 Batch 110/269 - Train Accuracy: 0.740, Validation Accuracy: 0.737, Loss: 0.301 Epoch 6 Batch 111/269 - Train Accuracy: 0.740, Validation Accuracy: 0.742, Loss: 0.324 Epoch 6 Batch 112/269 - Train Accuracy: 0.746, Validation Accuracy: 0.740, Loss: 0.299 Epoch 6 Batch 113/269 - Train Accuracy: 0.754, Validation Accuracy: 0.741, Loss: 0.284 Epoch 6 Batch 114/269 - Train Accuracy: 0.753, Validation Accuracy: 0.747, Loss: 0.295 Epoch 6 Batch 115/269 - Train Accuracy: 0.749, Validation Accuracy: 0.742, Loss: 0.308 Epoch 6 Batch 116/269 - Train Accuracy: 0.761, Validation Accuracy: 0.755, Loss: 0.306 Epoch 6 Batch 117/269 - Train Accuracy: 0.752, Validation Accuracy: 0.751, Loss: 0.287 Epoch 6 Batch 118/269 - Train Accuracy: 0.759, Validation Accuracy: 0.746, Loss: 0.283 Epoch 6 Batch 119/269 - Train Accuracy: 0.747, Validation Accuracy: 0.750, Loss: 0.313 Epoch 6 Batch 120/269 - Train Accuracy: 0.745, Validation Accuracy: 0.756, Loss: 0.300 Epoch 6 Batch 121/269 - Train Accuracy: 0.758, Validation Accuracy: 0.753, Loss: 0.285 Epoch 6 Batch 122/269 - Train Accuracy: 0.762, Validation Accuracy: 0.761, Loss: 0.286 Epoch 6 Batch 123/269 - Train Accuracy: 0.746, Validation Accuracy: 0.757, Loss: 0.303 Epoch 6 Batch 124/269 - Train Accuracy: 0.756, Validation Accuracy: 0.753, Loss: 0.280 Epoch 6 Batch 125/269 - Train Accuracy: 0.768, Validation Accuracy: 0.755, Loss: 0.281 Epoch 6 Batch 126/269 - Train Accuracy: 0.753, Validation Accuracy: 0.752, Loss: 0.286 Epoch 6 Batch 127/269 - Train Accuracy: 0.739, Validation Accuracy: 0.755, Loss: 0.300 Epoch 6 Batch 128/269 - Train Accuracy: 0.767, Validation Accuracy: 0.752, Loss: 0.289 Epoch 6 Batch 129/269 - Train Accuracy: 0.743, Validation Accuracy: 0.747, Loss: 0.286 Epoch 6 Batch 130/269 - Train Accuracy: 0.744, Validation Accuracy: 0.743, Loss: 0.303 Epoch 6 Batch 131/269 - Train Accuracy: 0.743, Validation Accuracy: 0.745, Loss: 0.292 Epoch 6 Batch 132/269 - Train Accuracy: 0.748, Validation Accuracy: 0.744, Loss: 0.293 Epoch 6 Batch 133/269 - Train Accuracy: 0.765, Validation Accuracy: 0.751, Loss: 0.279 Epoch 6 Batch 134/269 - Train Accuracy: 0.749, Validation Accuracy: 0.751, Loss: 0.292 Epoch 6 Batch 135/269 - Train Accuracy: 0.747, Validation Accuracy: 0.746, Loss: 0.308 Epoch 6 Batch 136/269 - Train Accuracy: 0.731, Validation Accuracy: 0.743, Loss: 0.308 Epoch 6 Batch 137/269 - Train Accuracy: 0.738, Validation Accuracy: 0.745, Loss: 0.310 Epoch 6 Batch 138/269 - Train Accuracy: 0.748, Validation Accuracy: 0.747, Loss: 0.295 Epoch 6 Batch 139/269 - Train Accuracy: 0.769, Validation Accuracy: 0.748, Loss: 0.278 Epoch 6 Batch 140/269 - Train Accuracy: 0.738, Validation Accuracy: 0.745, Loss: 0.302 Epoch 6 Batch 141/269 - Train Accuracy: 0.746, Validation Accuracy: 0.747, Loss: 0.305 Epoch 6 Batch 142/269 - Train Accuracy: 0.752, Validation Accuracy: 0.758, Loss: 0.285 Epoch 6 Batch 143/269 - Train Accuracy: 0.761, Validation Accuracy: 0.754, Loss: 0.284 Epoch 6 Batch 144/269 - Train Accuracy: 0.769, Validation Accuracy: 0.751, Loss: 0.276 Epoch 6 Batch 145/269 - Train Accuracy: 0.744, Validation Accuracy: 0.746, Loss: 0.290 Epoch 6 Batch 146/269 - Train Accuracy: 0.755, Validation Accuracy: 0.752, Loss: 0.289 Epoch 6 Batch 147/269 - Train Accuracy: 0.764, Validation Accuracy: 0.753, Loss: 0.274 Epoch 6 Batch 148/269 - Train Accuracy: 0.730, Validation Accuracy: 0.733, Loss: 0.298 Epoch 6 Batch 149/269 - Train Accuracy: 0.743, Validation Accuracy: 0.738, Loss: 0.314 Epoch 6 Batch 150/269 - Train Accuracy: 0.761, Validation Accuracy: 0.750, Loss: 0.293 Epoch 6 Batch 151/269 - Train Accuracy: 0.758, Validation Accuracy: 0.740, Loss: 0.277 Epoch 6 Batch 152/269 - Train Accuracy: 0.752, Validation Accuracy: 0.737, Loss: 0.295 Epoch 6 Batch 153/269 - Train Accuracy: 0.760, Validation Accuracy: 0.742, Loss: 0.294 Epoch 6 Batch 154/269 - Train Accuracy: 0.736, Validation Accuracy: 0.729, Loss: 0.296 Epoch 6 Batch 155/269 - Train Accuracy: 0.766, Validation Accuracy: 0.738, Loss: 0.281 Epoch 6 Batch 156/269 - Train Accuracy: 0.736, Validation Accuracy: 0.744, Loss: 0.302 Epoch 6 Batch 157/269 - Train Accuracy: 0.752, Validation Accuracy: 0.748, Loss: 0.279 Epoch 6 Batch 158/269 - Train Accuracy: 0.754, Validation Accuracy: 0.754, Loss: 0.285 Epoch 6 Batch 159/269 - Train Accuracy: 0.746, Validation Accuracy: 0.741, Loss: 0.294 Epoch 6 Batch 160/269 - Train Accuracy: 0.757, Validation Accuracy: 0.752, Loss: 0.291 Epoch 6 Batch 161/269 - Train Accuracy: 0.753, Validation Accuracy: 0.750, Loss: 0.288 Epoch 6 Batch 162/269 - Train Accuracy: 0.774, Validation Accuracy: 0.749, Loss: 0.294 Epoch 6 Batch 163/269 - Train Accuracy: 0.752, Validation Accuracy: 0.747, Loss: 0.286 Epoch 6 Batch 164/269 - Train Accuracy: 0.769, Validation Accuracy: 0.756, Loss: 0.284 Epoch 6 Batch 165/269 - Train Accuracy: 0.754, Validation Accuracy: 0.760, Loss: 0.288 Epoch 6 Batch 166/269 - Train Accuracy: 0.775, Validation Accuracy: 0.759, Loss: 0.269 Epoch 6 Batch 167/269 - Train Accuracy: 0.760, Validation Accuracy: 0.762, Loss: 0.281 Epoch 6 Batch 168/269 - Train Accuracy: 0.761, Validation Accuracy: 0.767, Loss: 0.287 Epoch 6 Batch 169/269 - Train Accuracy: 0.761, Validation Accuracy: 0.766, Loss: 0.278 Epoch 6 Batch 170/269 - Train Accuracy: 0.774, Validation Accuracy: 0.764, Loss: 0.277 Epoch 6 Batch 171/269 - Train Accuracy: 0.772, Validation Accuracy: 0.762, Loss: 0.283 Epoch 6 Batch 172/269 - Train Accuracy: 0.763, Validation Accuracy: 0.765, Loss: 0.290 Epoch 6 Batch 173/269 - Train Accuracy: 0.767, Validation Accuracy: 0.759, Loss: 0.268 Epoch 6 Batch 174/269 - Train Accuracy: 0.766, Validation Accuracy: 0.762, Loss: 0.280 Epoch 6 Batch 175/269 - Train Accuracy: 0.770, Validation Accuracy: 0.762, Loss: 0.294 Epoch 6 Batch 176/269 - Train Accuracy: 0.736, Validation Accuracy: 0.758, Loss: 0.294 Epoch 6 Batch 177/269 - Train Accuracy: 0.773, Validation Accuracy: 0.764, Loss: 0.267 Epoch 6 Batch 178/269 - Train Accuracy: 0.755, Validation Accuracy: 0.762, Loss: 0.282 Epoch 6 Batch 179/269 - Train Accuracy: 0.755, Validation Accuracy: 0.765, Loss: 0.274 Epoch 6 Batch 180/269 - Train Accuracy: 0.777, Validation Accuracy: 0.761, Loss: 0.268 Epoch 6 Batch 181/269 - Train Accuracy: 0.764, Validation Accuracy: 0.752, Loss: 0.281 Epoch 6 Batch 182/269 - Train Accuracy: 0.775, Validation Accuracy: 0.756, Loss: 0.279 Epoch 6 Batch 183/269 - Train Accuracy: 0.801, Validation Accuracy: 0.758, Loss: 0.237 Epoch 6 Batch 184/269 - Train Accuracy: 0.753, Validation Accuracy: 0.744, Loss: 0.281 Epoch 6 Batch 185/269 - Train Accuracy: 0.780, Validation Accuracy: 0.761, Loss: 0.276 Epoch 6 Batch 186/269 - Train Accuracy: 0.763, Validation Accuracy: 0.762, Loss: 0.280 Epoch 6 Batch 187/269 - Train Accuracy: 0.787, Validation Accuracy: 0.757, Loss: 0.266 Epoch 6 Batch 188/269 - Train Accuracy: 0.786, Validation Accuracy: 0.770, Loss: 0.264 Epoch 6 Batch 189/269 - Train Accuracy: 0.771, Validation Accuracy: 0.771, Loss: 0.265 Epoch 6 Batch 190/269 - Train Accuracy: 0.775, Validation Accuracy: 0.755, Loss: 0.265 Epoch 6 Batch 191/269 - Train Accuracy: 0.777, Validation Accuracy: 0.759, Loss: 0.268 Epoch 6 Batch 192/269 - Train Accuracy: 0.776, Validation Accuracy: 0.763, Loss: 0.273 Epoch 6 Batch 193/269 - Train Accuracy: 0.777, Validation Accuracy: 0.761, Loss: 0.264 Epoch 6 Batch 194/269 - Train Accuracy: 0.775, Validation Accuracy: 0.754, Loss: 0.273 Epoch 6 Batch 195/269 - Train Accuracy: 0.765, Validation Accuracy: 0.764, Loss: 0.273 Epoch 6 Batch 196/269 - Train Accuracy: 0.761, Validation Accuracy: 0.761, Loss: 0.266 Epoch 6 Batch 197/269 - Train Accuracy: 0.745, Validation Accuracy: 0.769, Loss: 0.284 Epoch 6 Batch 198/269 - Train Accuracy: 0.758, Validation Accuracy: 0.767, Loss: 0.285 Epoch 6 Batch 199/269 - Train Accuracy: 0.771, Validation Accuracy: 0.769, Loss: 0.279 Epoch 6 Batch 200/269 - Train Accuracy: 0.757, Validation Accuracy: 0.772, Loss: 0.276 Epoch 6 Batch 201/269 - Train Accuracy: 0.770, Validation Accuracy: 0.757, Loss: 0.271 Epoch 6 Batch 202/269 - Train Accuracy: 0.761, Validation Accuracy: 0.769, Loss: 0.268 Epoch 6 Batch 203/269 - Train Accuracy: 0.773, Validation Accuracy: 0.767, Loss: 0.283 Epoch 6 Batch 204/269 - Train Accuracy: 0.759, Validation Accuracy: 0.761, Loss: 0.280 Epoch 6 Batch 205/269 - Train Accuracy: 0.768, Validation Accuracy: 0.768, Loss: 0.268 Epoch 6 Batch 206/269 - Train Accuracy: 0.750, Validation Accuracy: 0.773, Loss: 0.285 Epoch 6 Batch 207/269 - Train Accuracy: 0.776, Validation Accuracy: 0.759, Loss: 0.261 Epoch 6 Batch 208/269 - Train Accuracy: 0.760, Validation Accuracy: 0.769, Loss: 0.280 Epoch 6 Batch 209/269 - Train Accuracy: 0.790, Validation Accuracy: 0.761, Loss: 0.273 Epoch 6 Batch 210/269 - Train Accuracy: 0.777, Validation Accuracy: 0.764, Loss: 0.265 Epoch 6 Batch 211/269 - Train Accuracy: 0.767, Validation Accuracy: 0.760, Loss: 0.270 Epoch 6 Batch 212/269 - Train Accuracy: 0.769, Validation Accuracy: 0.749, Loss: 0.283 Epoch 6 Batch 213/269 - Train Accuracy: 0.774, Validation Accuracy: 0.761, Loss: 0.278 Epoch 6 Batch 214/269 - Train Accuracy: 0.768, Validation Accuracy: 0.760, Loss: 0.274 Epoch 6 Batch 215/269 - Train Accuracy: 0.778, Validation Accuracy: 0.765, Loss: 0.256 Epoch 6 Batch 216/269 - Train Accuracy: 0.753, Validation Accuracy: 0.763, Loss: 0.296 Epoch 6 Batch 217/269 - Train Accuracy: 0.736, Validation Accuracy: 0.752, Loss: 0.280 Epoch 6 Batch 218/269 - Train Accuracy: 0.755, Validation Accuracy: 0.762, Loss: 0.282 Epoch 6 Batch 219/269 - Train Accuracy: 0.771, Validation Accuracy: 0.773, Loss: 0.288 Epoch 6 Batch 220/269 - Train Accuracy: 0.766, Validation Accuracy: 0.772, Loss: 0.260 Epoch 6 Batch 221/269 - Train Accuracy: 0.791, Validation Accuracy: 0.770, Loss: 0.268 Epoch 6 Batch 222/269 - Train Accuracy: 0.799, Validation Accuracy: 0.780, Loss: 0.259 Epoch 6 Batch 223/269 - Train Accuracy: 0.766, Validation Accuracy: 0.772, Loss: 0.259 Epoch 6 Batch 224/269 - Train Accuracy: 0.779, Validation Accuracy: 0.768, Loss: 0.276 Epoch 6 Batch 225/269 - Train Accuracy: 0.781, Validation Accuracy: 0.772, Loss: 0.265 Epoch 6 Batch 226/269 - Train Accuracy: 0.788, Validation Accuracy: 0.777, Loss: 0.264 Epoch 6 Batch 227/269 - Train Accuracy: 0.799, Validation Accuracy: 0.770, Loss: 0.244 Epoch 6 Batch 228/269 - Train Accuracy: 0.776, Validation Accuracy: 0.775, Loss: 0.263 Epoch 6 Batch 229/269 - Train Accuracy: 0.764, Validation Accuracy: 0.767, Loss: 0.262 Epoch 6 Batch 230/269 - Train Accuracy: 0.775, Validation Accuracy: 0.771, Loss: 0.260 Epoch 6 Batch 231/269 - Train Accuracy: 0.768, Validation Accuracy: 0.772, Loss: 0.277 Epoch 6 Batch 232/269 - Train Accuracy: 0.766, Validation Accuracy: 0.777, Loss: 0.269 Epoch 6 Batch 233/269 - Train Accuracy: 0.794, Validation Accuracy: 0.775, Loss: 0.268 Epoch 6 Batch 234/269 - Train Accuracy: 0.787, Validation Accuracy: 0.771, Loss: 0.259 Epoch 6 Batch 235/269 - Train Accuracy: 0.782, Validation Accuracy: 0.775, Loss: 0.256 Epoch 6 Batch 236/269 - Train Accuracy: 0.786, Validation Accuracy: 0.779, Loss: 0.250 Epoch 6 Batch 237/269 - Train Accuracy: 0.758, Validation Accuracy: 0.765, Loss: 0.266 Epoch 6 Batch 238/269 - Train Accuracy: 0.799, Validation Accuracy: 0.776, Loss: 0.262 Epoch 6 Batch 239/269 - Train Accuracy: 0.770, Validation Accuracy: 0.771, Loss: 0.255 Epoch 6 Batch 240/269 - Train Accuracy: 0.806, Validation Accuracy: 0.769, Loss: 0.250 Epoch 6 Batch 241/269 - Train Accuracy: 0.774, Validation Accuracy: 0.761, Loss: 0.276 Epoch 6 Batch 242/269 - Train Accuracy: 0.763, Validation Accuracy: 0.756, Loss: 0.256 Epoch 6 Batch 243/269 - Train Accuracy: 0.783, Validation Accuracy: 0.769, Loss: 0.255 Epoch 6 Batch 244/269 - Train Accuracy: 0.768, Validation Accuracy: 0.761, Loss: 0.259 Epoch 6 Batch 245/269 - Train Accuracy: 0.744, Validation Accuracy: 0.764, Loss: 0.275 Epoch 6 Batch 246/269 - Train Accuracy: 0.771, Validation Accuracy: 0.771, Loss: 0.262 Epoch 6 Batch 247/269 - Train Accuracy: 0.762, Validation Accuracy: 0.768, Loss: 0.266 Epoch 6 Batch 248/269 - Train Accuracy: 0.790, Validation Accuracy: 0.772, Loss: 0.258 Epoch 6 Batch 249/269 - Train Accuracy: 0.808, Validation Accuracy: 0.784, Loss: 0.240 Epoch 6 Batch 250/269 - Train Accuracy: 0.774, Validation Accuracy: 0.777, Loss: 0.262 Epoch 6 Batch 251/269 - Train Accuracy: 0.798, Validation Accuracy: 0.781, Loss: 0.249 Epoch 6 Batch 252/269 - Train Accuracy: 0.775, Validation Accuracy: 0.783, Loss: 0.256 Epoch 6 Batch 253/269 - Train Accuracy: 0.768, Validation Accuracy: 0.786, Loss: 0.266 Epoch 6 Batch 254/269 - Train Accuracy: 0.801, Validation Accuracy: 0.783, Loss: 0.249 Epoch 6 Batch 255/269 - Train Accuracy: 0.790, Validation Accuracy: 0.781, Loss: 0.253 Epoch 6 Batch 256/269 - Train Accuracy: 0.773, Validation Accuracy: 0.785, Loss: 0.261 Epoch 6 Batch 257/269 - Train Accuracy: 0.773, Validation Accuracy: 0.776, Loss: 0.266 Epoch 6 Batch 258/269 - Train Accuracy: 0.783, Validation Accuracy: 0.781, Loss: 0.262 Epoch 6 Batch 259/269 - Train Accuracy: 0.795, Validation Accuracy: 0.782, Loss: 0.252 Epoch 6 Batch 260/269 - Train Accuracy: 0.760, Validation Accuracy: 0.783, Loss: 0.267 Epoch 6 Batch 261/269 - Train Accuracy: 0.757, Validation Accuracy: 0.772, Loss: 0.262 Epoch 6 Batch 262/269 - Train Accuracy: 0.797, Validation Accuracy: 0.781, Loss: 0.257 Epoch 6 Batch 263/269 - Train Accuracy: 0.781, Validation Accuracy: 0.770, Loss: 0.262 Epoch 6 Batch 264/269 - Train Accuracy: 0.768, Validation Accuracy: 0.768, Loss: 0.272 Epoch 6 Batch 265/269 - Train Accuracy: 0.790, Validation Accuracy: 0.772, Loss: 0.254 Epoch 6 Batch 266/269 - Train Accuracy: 0.793, Validation Accuracy: 0.778, Loss: 0.249 Epoch 6 Batch 267/269 - Train Accuracy: 0.773, Validation Accuracy: 0.766, Loss: 0.263 Epoch 7 Batch 0/269 - Train Accuracy: 0.771, Validation Accuracy: 0.771, Loss: 0.266 Epoch 7 Batch 1/269 - Train Accuracy: 0.775, Validation Accuracy: 0.772, Loss: 0.260 Epoch 7 Batch 2/269 - Train Accuracy: 0.778, Validation Accuracy: 0.774, Loss: 0.259 Epoch 7 Batch 3/269 - Train Accuracy: 0.783, Validation Accuracy: 0.770, Loss: 0.259 Epoch 7 Batch 4/269 - Train Accuracy: 0.767, Validation Accuracy: 0.769, Loss: 0.264 Epoch 7 Batch 5/269 - Train Accuracy: 0.740, Validation Accuracy: 0.770, Loss: 0.268 Epoch 7 Batch 6/269 - Train Accuracy: 0.803, Validation Accuracy: 0.765, Loss: 0.247 Epoch 7 Batch 7/269 - Train Accuracy: 0.789, Validation Accuracy: 0.759, Loss: 0.249 Epoch 7 Batch 8/269 - Train Accuracy: 0.775, Validation Accuracy: 0.771, Loss: 0.261 Epoch 7 Batch 9/269 - Train Accuracy: 0.782, Validation Accuracy: 0.777, Loss: 0.261 Epoch 7 Batch 10/269 - Train Accuracy: 0.786, Validation Accuracy: 0.776, Loss: 0.252 Epoch 7 Batch 11/269 - Train Accuracy: 0.790, Validation Accuracy: 0.779, Loss: 0.259 Epoch 7 Batch 12/269 - Train Accuracy: 0.768, Validation Accuracy: 0.779, Loss: 0.269 Epoch 7 Batch 13/269 - Train Accuracy: 0.787, Validation Accuracy: 0.779, Loss: 0.230 Epoch 7 Batch 14/269 - Train Accuracy: 0.784, Validation Accuracy: 0.772, Loss: 0.245 Epoch 7 Batch 15/269 - Train Accuracy: 0.763, Validation Accuracy: 0.764, Loss: 0.243 Epoch 7 Batch 16/269 - Train Accuracy: 0.786, Validation Accuracy: 0.777, Loss: 0.266 Epoch 7 Batch 17/269 - Train Accuracy: 0.788, Validation Accuracy: 0.778, Loss: 0.244 Epoch 7 Batch 18/269 - Train Accuracy: 0.784, Validation Accuracy: 0.792, Loss: 0.256 Epoch 7 Batch 19/269 - Train Accuracy: 0.800, Validation Accuracy: 0.782, Loss: 0.227 Epoch 7 Batch 20/269 - Train Accuracy: 0.782, Validation Accuracy: 0.770, Loss: 0.253 Epoch 7 Batch 21/269 - Train Accuracy: 0.769, Validation Accuracy: 0.780, Loss: 0.278 Epoch 7 Batch 22/269 - Train Accuracy: 0.788, Validation Accuracy: 0.792, Loss: 0.246 Epoch 7 Batch 23/269 - Train Accuracy: 0.782, Validation Accuracy: 0.797, Loss: 0.245 Epoch 7 Batch 24/269 - Train Accuracy: 0.782, Validation Accuracy: 0.781, Loss: 0.250 Epoch 7 Batch 25/269 - Train Accuracy: 0.762, Validation Accuracy: 0.772, Loss: 0.267 Epoch 7 Batch 26/269 - Train Accuracy: 0.803, Validation Accuracy: 0.786, Loss: 0.236 Epoch 7 Batch 27/269 - Train Accuracy: 0.789, Validation Accuracy: 0.783, Loss: 0.242 Epoch 7 Batch 28/269 - Train Accuracy: 0.730, Validation Accuracy: 0.769, Loss: 0.270 Epoch 7 Batch 29/269 - Train Accuracy: 0.783, Validation Accuracy: 0.768, Loss: 0.272 Epoch 7 Batch 30/269 - Train Accuracy: 0.790, Validation Accuracy: 0.774, Loss: 0.255 Epoch 7 Batch 31/269 - Train Accuracy: 0.793, Validation Accuracy: 0.781, Loss: 0.246 Epoch 7 Batch 32/269 - Train Accuracy: 0.771, Validation Accuracy: 0.765, Loss: 0.242 Epoch 7 Batch 33/269 - Train Accuracy: 0.796, Validation Accuracy: 0.777, Loss: 0.239 Epoch 7 Batch 34/269 - Train Accuracy: 0.784, Validation Accuracy: 0.783, Loss: 0.245 Epoch 7 Batch 35/269 - Train Accuracy: 0.801, Validation Accuracy: 0.772, Loss: 0.252 Epoch 7 Batch 36/269 - Train Accuracy: 0.782, Validation Accuracy: 0.777, Loss: 0.247 Epoch 7 Batch 37/269 - Train Accuracy: 0.796, Validation Accuracy: 0.782, Loss: 0.248 Epoch 7 Batch 38/269 - Train Accuracy: 0.785, Validation Accuracy: 0.783, Loss: 0.242 Epoch 7 Batch 39/269 - Train Accuracy: 0.789, Validation Accuracy: 0.782, Loss: 0.243 Epoch 7 Batch 40/269 - Train Accuracy: 0.783, Validation Accuracy: 0.786, Loss: 0.249 Epoch 7 Batch 41/269 - Train Accuracy: 0.792, Validation Accuracy: 0.786, Loss: 0.246 Epoch 7 Batch 42/269 - Train Accuracy: 0.811, Validation Accuracy: 0.779, Loss: 0.226 Epoch 7 Batch 43/269 - Train Accuracy: 0.799, Validation Accuracy: 0.789, Loss: 0.247 Epoch 7 Batch 44/269 - Train Accuracy: 0.794, Validation Accuracy: 0.782, Loss: 0.239 Epoch 7 Batch 45/269 - Train Accuracy: 0.775, Validation Accuracy: 0.777, Loss: 0.248 Epoch 7 Batch 46/269 - Train Accuracy: 0.787, Validation Accuracy: 0.781, Loss: 0.248 Epoch 7 Batch 47/269 - Train Accuracy: 0.801, Validation Accuracy: 0.785, Loss: 0.223 Epoch 7 Batch 48/269 - Train Accuracy: 0.801, Validation Accuracy: 0.777, Loss: 0.232 Epoch 7 Batch 49/269 - Train Accuracy: 0.782, Validation Accuracy: 0.772, Loss: 0.241 Epoch 7 Batch 50/269 - Train Accuracy: 0.768, Validation Accuracy: 0.777, Loss: 0.257 Epoch 7 Batch 51/269 - Train Accuracy: 0.787, Validation Accuracy: 0.782, Loss: 0.240 Epoch 7 Batch 52/269 - Train Accuracy: 0.777, Validation Accuracy: 0.779, Loss: 0.225 Epoch 7 Batch 53/269 - Train Accuracy: 0.795, Validation Accuracy: 0.774, Loss: 0.256 Epoch 7 Batch 54/269 - Train Accuracy: 0.804, Validation Accuracy: 0.780, Loss: 0.248 Epoch 7 Batch 55/269 - Train Accuracy: 0.808, Validation Accuracy: 0.785, Loss: 0.233 Epoch 7 Batch 56/269 - Train Accuracy: 0.785, Validation Accuracy: 0.782, Loss: 0.240 Epoch 7 Batch 57/269 - Train Accuracy: 0.777, Validation Accuracy: 0.777, Loss: 0.248 Epoch 7 Batch 58/269 - Train Accuracy: 0.799, Validation Accuracy: 0.780, Loss: 0.235 Epoch 7 Batch 59/269 - Train Accuracy: 0.808, Validation Accuracy: 0.788, Loss: 0.224 Epoch 7 Batch 60/269 - Train Accuracy: 0.794, Validation Accuracy: 0.791, Loss: 0.227 Epoch 7 Batch 61/269 - Train Accuracy: 0.815, Validation Accuracy: 0.787, Loss: 0.219 Epoch 7 Batch 62/269 - Train Accuracy: 0.805, Validation Accuracy: 0.787, Loss: 0.234 Epoch 7 Batch 63/269 - Train Accuracy: 0.790, Validation Accuracy: 0.791, Loss: 0.248 Epoch 7 Batch 64/269 - Train Accuracy: 0.794, Validation Accuracy: 0.783, Loss: 0.227 Epoch 7 Batch 65/269 - Train Accuracy: 0.767, Validation Accuracy: 0.775, Loss: 0.235 Epoch 7 Batch 66/269 - Train Accuracy: 0.786, Validation Accuracy: 0.782, Loss: 0.237 Epoch 7 Batch 67/269 - Train Accuracy: 0.791, Validation Accuracy: 0.787, Loss: 0.247 Epoch 7 Batch 68/269 - Train Accuracy: 0.758, Validation Accuracy: 0.784, Loss: 0.246 Epoch 7 Batch 69/269 - Train Accuracy: 0.779, Validation Accuracy: 0.779, Loss: 0.270 Epoch 7 Batch 70/269 - Train Accuracy: 0.817, Validation Accuracy: 0.784, Loss: 0.245 Epoch 7 Batch 71/269 - Train Accuracy: 0.787, Validation Accuracy: 0.787, Loss: 0.252 Epoch 7 Batch 72/269 - Train Accuracy: 0.790, Validation Accuracy: 0.782, Loss: 0.236 Epoch 7 Batch 73/269 - Train Accuracy: 0.793, Validation Accuracy: 0.786, Loss: 0.248 Epoch 7 Batch 74/269 - Train Accuracy: 0.784, Validation Accuracy: 0.786, Loss: 0.238 Epoch 7 Batch 75/269 - Train Accuracy: 0.795, Validation Accuracy: 0.788, Loss: 0.236 Epoch 7 Batch 76/269 - Train Accuracy: 0.778, Validation Accuracy: 0.790, Loss: 0.236 Epoch 7 Batch 77/269 - Train Accuracy: 0.794, Validation Accuracy: 0.785, Loss: 0.229 Epoch 7 Batch 78/269 - Train Accuracy: 0.804, Validation Accuracy: 0.788, Loss: 0.233 Epoch 7 Batch 79/269 - Train Accuracy: 0.793, Validation Accuracy: 0.793, Loss: 0.233 Epoch 7 Batch 80/269 - Train Accuracy: 0.789, Validation Accuracy: 0.788, Loss: 0.227 Epoch 7 Batch 81/269 - Train Accuracy: 0.793, Validation Accuracy: 0.786, Loss: 0.246 Epoch 7 Batch 82/269 - Train Accuracy: 0.825, Validation Accuracy: 0.793, Loss: 0.221 Epoch 7 Batch 83/269 - Train Accuracy: 0.797, Validation Accuracy: 0.795, Loss: 0.240 Epoch 7 Batch 84/269 - Train Accuracy: 0.799, Validation Accuracy: 0.788, Loss: 0.228 Epoch 7 Batch 85/269 - Train Accuracy: 0.815, Validation Accuracy: 0.788, Loss: 0.227 Epoch 7 Batch 86/269 - Train Accuracy: 0.805, Validation Accuracy: 0.795, Loss: 0.223 Epoch 7 Batch 87/269 - Train Accuracy: 0.778, Validation Accuracy: 0.793, Loss: 0.249 Epoch 7 Batch 88/269 - Train Accuracy: 0.783, Validation Accuracy: 0.785, Loss: 0.235 Epoch 7 Batch 89/269 - Train Accuracy: 0.804, Validation Accuracy: 0.788, Loss: 0.227 Epoch 7 Batch 90/269 - Train Accuracy: 0.781, Validation Accuracy: 0.784, Loss: 0.244 Epoch 7 Batch 91/269 - Train Accuracy: 0.804, Validation Accuracy: 0.786, Loss: 0.222 Epoch 7 Batch 92/269 - Train Accuracy: 0.811, Validation Accuracy: 0.798, Loss: 0.225 Epoch 7 Batch 93/269 - Train Accuracy: 0.787, Validation Accuracy: 0.794, Loss: 0.222 Epoch 7 Batch 94/269 - Train Accuracy: 0.788, Validation Accuracy: 0.791, Loss: 0.241 Epoch 7 Batch 95/269 - Train Accuracy: 0.805, Validation Accuracy: 0.777, Loss: 0.224 Epoch 7 Batch 96/269 - Train Accuracy: 0.785, Validation Accuracy: 0.789, Loss: 0.231 Epoch 7 Batch 97/269 - Train Accuracy: 0.802, Validation Accuracy: 0.785, Loss: 0.230 Epoch 7 Batch 98/269 - Train Accuracy: 0.797, Validation Accuracy: 0.793, Loss: 0.229 Epoch 7 Batch 99/269 - Train Accuracy: 0.783, Validation Accuracy: 0.790, Loss: 0.231 Epoch 7 Batch 100/269 - Train Accuracy: 0.815, Validation Accuracy: 0.789, Loss: 0.223 Epoch 7 Batch 101/269 - Train Accuracy: 0.780, Validation Accuracy: 0.792, Loss: 0.244 Epoch 7 Batch 102/269 - Train Accuracy: 0.791, Validation Accuracy: 0.797, Loss: 0.221 Epoch 7 Batch 103/269 - Train Accuracy: 0.802, Validation Accuracy: 0.785, Loss: 0.234 Epoch 7 Batch 104/269 - Train Accuracy: 0.792, Validation Accuracy: 0.789, Loss: 0.224 Epoch 7 Batch 105/269 - Train Accuracy: 0.797, Validation Accuracy: 0.790, Loss: 0.224 Epoch 7 Batch 106/269 - Train Accuracy: 0.807, Validation Accuracy: 0.792, Loss: 0.221 Epoch 7 Batch 107/269 - Train Accuracy: 0.805, Validation Accuracy: 0.790, Loss: 0.232 Epoch 7 Batch 108/269 - Train Accuracy: 0.802, Validation Accuracy: 0.793, Loss: 0.226 Epoch 7 Batch 109/269 - Train Accuracy: 0.788, Validation Accuracy: 0.785, Loss: 0.227 Epoch 7 Batch 110/269 - Train Accuracy: 0.796, Validation Accuracy: 0.786, Loss: 0.224 Epoch 7 Batch 111/269 - Train Accuracy: 0.795, Validation Accuracy: 0.788, Loss: 0.242 Epoch 7 Batch 112/269 - Train Accuracy: 0.800, Validation Accuracy: 0.781, Loss: 0.225 Epoch 7 Batch 113/269 - Train Accuracy: 0.801, Validation Accuracy: 0.788, Loss: 0.214 Epoch 7 Batch 114/269 - Train Accuracy: 0.802, Validation Accuracy: 0.791, Loss: 0.225 Epoch 7 Batch 115/269 - Train Accuracy: 0.798, Validation Accuracy: 0.786, Loss: 0.229 Epoch 7 Batch 116/269 - Train Accuracy: 0.804, Validation Accuracy: 0.794, Loss: 0.228 Epoch 7 Batch 117/269 - Train Accuracy: 0.802, Validation Accuracy: 0.794, Loss: 0.219 Epoch 7 Batch 118/269 - Train Accuracy: 0.822, Validation Accuracy: 0.799, Loss: 0.212 Epoch 7 Batch 119/269 - Train Accuracy: 0.801, Validation Accuracy: 0.801, Loss: 0.234 Epoch 7 Batch 120/269 - Train Accuracy: 0.788, Validation Accuracy: 0.786, Loss: 0.226 Epoch 7 Batch 121/269 - Train Accuracy: 0.795, Validation Accuracy: 0.794, Loss: 0.218 Epoch 7 Batch 122/269 - Train Accuracy: 0.798, Validation Accuracy: 0.796, Loss: 0.220 Epoch 7 Batch 123/269 - Train Accuracy: 0.799, Validation Accuracy: 0.794, Loss: 0.229 Epoch 7 Batch 124/269 - Train Accuracy: 0.791, Validation Accuracy: 0.796, Loss: 0.214 Epoch 7 Batch 125/269 - Train Accuracy: 0.810, Validation Accuracy: 0.788, Loss: 0.215 Epoch 7 Batch 126/269 - Train Accuracy: 0.794, Validation Accuracy: 0.793, Loss: 0.221 Epoch 7 Batch 127/269 - Train Accuracy: 0.786, Validation Accuracy: 0.792, Loss: 0.229 Epoch 7 Batch 128/269 - Train Accuracy: 0.814, Validation Accuracy: 0.788, Loss: 0.221 Epoch 7 Batch 129/269 - Train Accuracy: 0.786, Validation Accuracy: 0.793, Loss: 0.218 Epoch 7 Batch 130/269 - Train Accuracy: 0.796, Validation Accuracy: 0.787, Loss: 0.230 Epoch 7 Batch 131/269 - Train Accuracy: 0.784, Validation Accuracy: 0.800, Loss: 0.224 Epoch 7 Batch 132/269 - Train Accuracy: 0.782, Validation Accuracy: 0.787, Loss: 0.230 Epoch 7 Batch 133/269 - Train Accuracy: 0.813, Validation Accuracy: 0.792, Loss: 0.217 Epoch 7 Batch 134/269 - Train Accuracy: 0.785, Validation Accuracy: 0.796, Loss: 0.224 Epoch 7 Batch 135/269 - Train Accuracy: 0.793, Validation Accuracy: 0.788, Loss: 0.240 Epoch 7 Batch 136/269 - Train Accuracy: 0.780, Validation Accuracy: 0.796, Loss: 0.239 Epoch 7 Batch 137/269 - Train Accuracy: 0.787, Validation Accuracy: 0.795, Loss: 0.236 Epoch 7 Batch 138/269 - Train Accuracy: 0.793, Validation Accuracy: 0.790, Loss: 0.225 Epoch 7 Batch 139/269 - Train Accuracy: 0.804, Validation Accuracy: 0.795, Loss: 0.214 Epoch 7 Batch 140/269 - Train Accuracy: 0.801, Validation Accuracy: 0.792, Loss: 0.226 Epoch 7 Batch 141/269 - Train Accuracy: 0.795, Validation Accuracy: 0.783, Loss: 0.227 Epoch 7 Batch 142/269 - Train Accuracy: 0.795, Validation Accuracy: 0.801, Loss: 0.220 Epoch 7 Batch 143/269 - Train Accuracy: 0.818, Validation Accuracy: 0.800, Loss: 0.217 Epoch 7 Batch 144/269 - Train Accuracy: 0.808, Validation Accuracy: 0.803, Loss: 0.203 Epoch 7 Batch 145/269 - Train Accuracy: 0.795, Validation Accuracy: 0.798, Loss: 0.212 Epoch 7 Batch 146/269 - Train Accuracy: 0.810, Validation Accuracy: 0.797, Loss: 0.216 Epoch 7 Batch 147/269 - Train Accuracy: 0.813, Validation Accuracy: 0.791, Loss: 0.207 Epoch 7 Batch 148/269 - Train Accuracy: 0.792, Validation Accuracy: 0.796, Loss: 0.224 Epoch 7 Batch 149/269 - Train Accuracy: 0.803, Validation Accuracy: 0.788, Loss: 0.227 Epoch 7 Batch 150/269 - Train Accuracy: 0.798, Validation Accuracy: 0.793, Loss: 0.216 Epoch 7 Batch 151/269 - Train Accuracy: 0.811, Validation Accuracy: 0.797, Loss: 0.214 Epoch 7 Batch 152/269 - Train Accuracy: 0.795, Validation Accuracy: 0.791, Loss: 0.217 Epoch 7 Batch 153/269 - Train Accuracy: 0.793, Validation Accuracy: 0.792, Loss: 0.218 Epoch 7 Batch 154/269 - Train Accuracy: 0.811, Validation Accuracy: 0.793, Loss: 0.225 Epoch 7 Batch 155/269 - Train Accuracy: 0.815, Validation Accuracy: 0.799, Loss: 0.206 Epoch 7 Batch 156/269 - Train Accuracy: 0.801, Validation Accuracy: 0.801, Loss: 0.220 Epoch 7 Batch 157/269 - Train Accuracy: 0.799, Validation Accuracy: 0.791, Loss: 0.210 Epoch 7 Batch 158/269 - Train Accuracy: 0.804, Validation Accuracy: 0.802, Loss: 0.216 Epoch 7 Batch 159/269 - Train Accuracy: 0.796, Validation Accuracy: 0.797, Loss: 0.221 Epoch 7 Batch 160/269 - Train Accuracy: 0.806, Validation Accuracy: 0.796, Loss: 0.215 Epoch 7 Batch 161/269 - Train Accuracy: 0.803, Validation Accuracy: 0.802, Loss: 0.213 Epoch 7 Batch 162/269 - Train Accuracy: 0.823, Validation Accuracy: 0.800, Loss: 0.215 Epoch 7 Batch 163/269 - Train Accuracy: 0.805, Validation Accuracy: 0.803, Loss: 0.213 Epoch 7 Batch 164/269 - Train Accuracy: 0.821, Validation Accuracy: 0.802, Loss: 0.208 Epoch 7 Batch 165/269 - Train Accuracy: 0.805, Validation Accuracy: 0.805, Loss: 0.211 Epoch 7 Batch 166/269 - Train Accuracy: 0.828, Validation Accuracy: 0.804, Loss: 0.203 Epoch 7 Batch 167/269 - Train Accuracy: 0.808, Validation Accuracy: 0.806, Loss: 0.209 Epoch 7 Batch 168/269 - Train Accuracy: 0.811, Validation Accuracy: 0.801, Loss: 0.217 Epoch 7 Batch 169/269 - Train Accuracy: 0.808, Validation Accuracy: 0.797, Loss: 0.209 Epoch 7 Batch 170/269 - Train Accuracy: 0.812, Validation Accuracy: 0.808, Loss: 0.209 Epoch 7 Batch 171/269 - Train Accuracy: 0.816, Validation Accuracy: 0.808, Loss: 0.214 Epoch 7 Batch 172/269 - Train Accuracy: 0.794, Validation Accuracy: 0.797, Loss: 0.225 Epoch 7 Batch 173/269 - Train Accuracy: 0.808, Validation Accuracy: 0.797, Loss: 0.205 Epoch 7 Batch 174/269 - Train Accuracy: 0.807, Validation Accuracy: 0.801, Loss: 0.213 Epoch 7 Batch 175/269 - Train Accuracy: 0.800, Validation Accuracy: 0.802, Loss: 0.224 Epoch 7 Batch 176/269 - Train Accuracy: 0.788, Validation Accuracy: 0.804, Loss: 0.227 Epoch 7 Batch 177/269 - Train Accuracy: 0.803, Validation Accuracy: 0.794, Loss: 0.206 Epoch 7 Batch 178/269 - Train Accuracy: 0.796, Validation Accuracy: 0.801, Loss: 0.214 Epoch 7 Batch 179/269 - Train Accuracy: 0.797, Validation Accuracy: 0.801, Loss: 0.210 Epoch 7 Batch 180/269 - Train Accuracy: 0.825, Validation Accuracy: 0.803, Loss: 0.203 Epoch 7 Batch 181/269 - Train Accuracy: 0.807, Validation Accuracy: 0.804, Loss: 0.211 Epoch 7 Batch 182/269 - Train Accuracy: 0.813, Validation Accuracy: 0.805, Loss: 0.208 Epoch 7 Batch 183/269 - Train Accuracy: 0.844, Validation Accuracy: 0.800, Loss: 0.178 Epoch 7 Batch 184/269 - Train Accuracy: 0.803, Validation Accuracy: 0.800, Loss: 0.211 Epoch 7 Batch 185/269 - Train Accuracy: 0.818, Validation Accuracy: 0.803, Loss: 0.206 Epoch 7 Batch 186/269 - Train Accuracy: 0.800, Validation Accuracy: 0.800, Loss: 0.211 Epoch 7 Batch 187/269 - Train Accuracy: 0.822, Validation Accuracy: 0.803, Loss: 0.203 Epoch 7 Batch 188/269 - Train Accuracy: 0.820, Validation Accuracy: 0.795, Loss: 0.196 Epoch 7 Batch 189/269 - Train Accuracy: 0.813, Validation Accuracy: 0.800, Loss: 0.202 Epoch 7 Batch 190/269 - Train Accuracy: 0.817, Validation Accuracy: 0.800, Loss: 0.200 Epoch 7 Batch 191/269 - Train Accuracy: 0.813, Validation Accuracy: 0.799, Loss: 0.198 Epoch 7 Batch 192/269 - Train Accuracy: 0.825, Validation Accuracy: 0.806, Loss: 0.209 Epoch 7 Batch 193/269 - Train Accuracy: 0.823, Validation Accuracy: 0.805, Loss: 0.199 Epoch 7 Batch 194/269 - Train Accuracy: 0.813, Validation Accuracy: 0.798, Loss: 0.206 Epoch 7 Batch 195/269 - Train Accuracy: 0.807, Validation Accuracy: 0.796, Loss: 0.208 Epoch 7 Batch 196/269 - Train Accuracy: 0.805, Validation Accuracy: 0.800, Loss: 0.200 Epoch 7 Batch 197/269 - Train Accuracy: 0.789, Validation Accuracy: 0.802, Loss: 0.218 Epoch 7 Batch 198/269 - Train Accuracy: 0.807, Validation Accuracy: 0.800, Loss: 0.216 Epoch 7 Batch 199/269 - Train Accuracy: 0.804, Validation Accuracy: 0.797, Loss: 0.216 Epoch 7 Batch 200/269 - Train Accuracy: 0.807, Validation Accuracy: 0.796, Loss: 0.216 Epoch 7 Batch 201/269 - Train Accuracy: 0.807, Validation Accuracy: 0.796, Loss: 0.205 Epoch 7 Batch 202/269 - Train Accuracy: 0.802, Validation Accuracy: 0.790, Loss: 0.208 Epoch 7 Batch 203/269 - Train Accuracy: 0.808, Validation Accuracy: 0.794, Loss: 0.219 Epoch 7 Batch 204/269 - Train Accuracy: 0.783, Validation Accuracy: 0.792, Loss: 0.216 Epoch 7 Batch 205/269 - Train Accuracy: 0.796, Validation Accuracy: 0.786, Loss: 0.210 Epoch 7 Batch 206/269 - Train Accuracy: 0.803, Validation Accuracy: 0.799, Loss: 0.225 Epoch 7 Batch 207/269 - Train Accuracy: 0.815, Validation Accuracy: 0.799, Loss: 0.202 Epoch 7 Batch 208/269 - Train Accuracy: 0.803, Validation Accuracy: 0.800, Loss: 0.219 Epoch 7 Batch 209/269 - Train Accuracy: 0.825, Validation Accuracy: 0.797, Loss: 0.201 Epoch 7 Batch 210/269 - Train Accuracy: 0.814, Validation Accuracy: 0.801, Loss: 0.200 Epoch 7 Batch 211/269 - Train Accuracy: 0.818, Validation Accuracy: 0.803, Loss: 0.204 Epoch 7 Batch 212/269 - Train Accuracy: 0.816, Validation Accuracy: 0.798, Loss: 0.203 Epoch 7 Batch 213/269 - Train Accuracy: 0.820, Validation Accuracy: 0.802, Loss: 0.203 Epoch 7 Batch 214/269 - Train Accuracy: 0.808, Validation Accuracy: 0.802, Loss: 0.209 Epoch 7 Batch 215/269 - Train Accuracy: 0.831, Validation Accuracy: 0.805, Loss: 0.195 Epoch 7 Batch 216/269 - Train Accuracy: 0.787, Validation Accuracy: 0.801, Loss: 0.223 Epoch 7 Batch 217/269 - Train Accuracy: 0.796, Validation Accuracy: 0.805, Loss: 0.214 Epoch 7 Batch 218/269 - Train Accuracy: 0.817, Validation Accuracy: 0.807, Loss: 0.213 Epoch 7 Batch 219/269 - Train Accuracy: 0.822, Validation Accuracy: 0.802, Loss: 0.208 Epoch 7 Batch 220/269 - Train Accuracy: 0.816, Validation Accuracy: 0.796, Loss: 0.193 Epoch 7 Batch 221/269 - Train Accuracy: 0.826, Validation Accuracy: 0.811, Loss: 0.207 Epoch 7 Batch 222/269 - Train Accuracy: 0.838, Validation Accuracy: 0.805, Loss: 0.189 Epoch 7 Batch 223/269 - Train Accuracy: 0.801, Validation Accuracy: 0.798, Loss: 0.194 Epoch 7 Batch 224/269 - Train Accuracy: 0.823, Validation Accuracy: 0.811, Loss: 0.215 Epoch 7 Batch 225/269 - Train Accuracy: 0.815, Validation Accuracy: 0.798, Loss: 0.195 Epoch 7 Batch 226/269 - Train Accuracy: 0.829, Validation Accuracy: 0.794, Loss: 0.206 Epoch 7 Batch 227/269 - Train Accuracy: 0.837, Validation Accuracy: 0.799, Loss: 0.190 Epoch 7 Batch 228/269 - Train Accuracy: 0.806, Validation Accuracy: 0.803, Loss: 0.197 Epoch 7 Batch 229/269 - Train Accuracy: 0.803, Validation Accuracy: 0.802, Loss: 0.206 Epoch 7 Batch 230/269 - Train Accuracy: 0.816, Validation Accuracy: 0.802, Loss: 0.199 Epoch 7 Batch 231/269 - Train Accuracy: 0.799, Validation Accuracy: 0.805, Loss: 0.209 Epoch 7 Batch 232/269 - Train Accuracy: 0.812, Validation Accuracy: 0.804, Loss: 0.208 Epoch 7 Batch 233/269 - Train Accuracy: 0.828, Validation Accuracy: 0.796, Loss: 0.206 Epoch 7 Batch 234/269 - Train Accuracy: 0.816, Validation Accuracy: 0.799, Loss: 0.198 Epoch 7 Batch 235/269 - Train Accuracy: 0.832, Validation Accuracy: 0.813, Loss: 0.193 Epoch 7 Batch 236/269 - Train Accuracy: 0.816, Validation Accuracy: 0.808, Loss: 0.189 Epoch 7 Batch 237/269 - Train Accuracy: 0.805, Validation Accuracy: 0.807, Loss: 0.199 Epoch 7 Batch 238/269 - Train Accuracy: 0.825, Validation Accuracy: 0.804, Loss: 0.196 Epoch 7 Batch 239/269 - Train Accuracy: 0.814, Validation Accuracy: 0.810, Loss: 0.198 Epoch 7 Batch 240/269 - Train Accuracy: 0.848, Validation Accuracy: 0.805, Loss: 0.181 Epoch 7 Batch 241/269 - Train Accuracy: 0.810, Validation Accuracy: 0.798, Loss: 0.210 Epoch 7 Batch 242/269 - Train Accuracy: 0.809, Validation Accuracy: 0.807, Loss: 0.190 Epoch 7 Batch 243/269 - Train Accuracy: 0.836, Validation Accuracy: 0.807, Loss: 0.187 Epoch 7 Batch 244/269 - Train Accuracy: 0.814, Validation Accuracy: 0.796, Loss: 0.197 Epoch 7 Batch 245/269 - Train Accuracy: 0.809, Validation Accuracy: 0.811, Loss: 0.206 Epoch 7 Batch 246/269 - Train Accuracy: 0.809, Validation Accuracy: 0.804, Loss: 0.196 Epoch 7 Batch 247/269 - Train Accuracy: 0.817, Validation Accuracy: 0.808, Loss: 0.199 Epoch 7 Batch 248/269 - Train Accuracy: 0.829, Validation Accuracy: 0.802, Loss: 0.188 Epoch 7 Batch 249/269 - Train Accuracy: 0.839, Validation Accuracy: 0.813, Loss: 0.180 Epoch 7 Batch 250/269 - Train Accuracy: 0.809, Validation Accuracy: 0.807, Loss: 0.194 Epoch 7 Batch 251/269 - Train Accuracy: 0.843, Validation Accuracy: 0.807, Loss: 0.186 Epoch 7 Batch 252/269 - Train Accuracy: 0.827, Validation Accuracy: 0.813, Loss: 0.191 Epoch 7 Batch 253/269 - Train Accuracy: 0.810, Validation Accuracy: 0.813, Loss: 0.200 Epoch 7 Batch 254/269 - Train Accuracy: 0.830, Validation Accuracy: 0.806, Loss: 0.186 Epoch 7 Batch 255/269 - Train Accuracy: 0.827, Validation Accuracy: 0.814, Loss: 0.189 Epoch 7 Batch 256/269 - Train Accuracy: 0.809, Validation Accuracy: 0.817, Loss: 0.194 Epoch 7 Batch 257/269 - Train Accuracy: 0.805, Validation Accuracy: 0.808, Loss: 0.199 Epoch 7 Batch 258/269 - Train Accuracy: 0.807, Validation Accuracy: 0.812, Loss: 0.199 Epoch 7 Batch 259/269 - Train Accuracy: 0.837, Validation Accuracy: 0.804, Loss: 0.192 Epoch 7 Batch 260/269 - Train Accuracy: 0.801, Validation Accuracy: 0.807, Loss: 0.201 Epoch 7 Batch 261/269 - Train Accuracy: 0.798, Validation Accuracy: 0.814, Loss: 0.194 Epoch 7 Batch 262/269 - Train Accuracy: 0.838, Validation Accuracy: 0.802, Loss: 0.192 Epoch 7 Batch 263/269 - Train Accuracy: 0.816, Validation Accuracy: 0.815, Loss: 0.194 Epoch 7 Batch 264/269 - Train Accuracy: 0.793, Validation Accuracy: 0.809, Loss: 0.204 Epoch 7 Batch 265/269 - Train Accuracy: 0.836, Validation Accuracy: 0.812, Loss: 0.191 Epoch 7 Batch 266/269 - Train Accuracy: 0.841, Validation Accuracy: 0.813, Loss: 0.186 Epoch 7 Batch 267/269 - Train Accuracy: 0.822, Validation Accuracy: 0.816, Loss: 0.196 Epoch 8 Batch 0/269 - Train Accuracy: 0.819, Validation Accuracy: 0.820, Loss: 0.198 Epoch 8 Batch 1/269 - Train Accuracy: 0.822, Validation Accuracy: 0.809, Loss: 0.191 Epoch 8 Batch 2/269 - Train Accuracy: 0.826, Validation Accuracy: 0.819, Loss: 0.193 Epoch 8 Batch 3/269 - Train Accuracy: 0.839, Validation Accuracy: 0.817, Loss: 0.188 Epoch 8 Batch 4/269 - Train Accuracy: 0.812, Validation Accuracy: 0.802, Loss: 0.191 Epoch 8 Batch 5/269 - Train Accuracy: 0.785, Validation Accuracy: 0.808, Loss: 0.198 Epoch 8 Batch 6/269 - Train Accuracy: 0.843, Validation Accuracy: 0.805, Loss: 0.187 Epoch 8 Batch 7/269 - Train Accuracy: 0.835, Validation Accuracy: 0.810, Loss: 0.184 Epoch 8 Batch 8/269 - Train Accuracy: 0.817, Validation Accuracy: 0.810, Loss: 0.189 Epoch 8 Batch 9/269 - Train Accuracy: 0.812, Validation Accuracy: 0.799, Loss: 0.195 Epoch 8 Batch 10/269 - Train Accuracy: 0.822, Validation Accuracy: 0.807, Loss: 0.190 Epoch 8 Batch 11/269 - Train Accuracy: 0.826, Validation Accuracy: 0.810, Loss: 0.199 Epoch 8 Batch 12/269 - Train Accuracy: 0.827, Validation Accuracy: 0.810, Loss: 0.201 Epoch 8 Batch 13/269 - Train Accuracy: 0.820, Validation Accuracy: 0.809, Loss: 0.169 Epoch 8 Batch 14/269 - Train Accuracy: 0.813, Validation Accuracy: 0.805, Loss: 0.191 Epoch 8 Batch 15/269 - Train Accuracy: 0.818, Validation Accuracy: 0.821, Loss: 0.185 Epoch 8 Batch 16/269 - Train Accuracy: 0.833, Validation Accuracy: 0.824, Loss: 0.192 Epoch 8 Batch 17/269 - Train Accuracy: 0.818, Validation Accuracy: 0.804, Loss: 0.174 Epoch 8 Batch 18/269 - Train Accuracy: 0.812, Validation Accuracy: 0.805, Loss: 0.198 Epoch 8 Batch 19/269 - Train Accuracy: 0.841, Validation Accuracy: 0.820, Loss: 0.180 Epoch 8 Batch 20/269 - Train Accuracy: 0.831, Validation Accuracy: 0.810, Loss: 0.185 Epoch 8 Batch 21/269 - Train Accuracy: 0.804, Validation Accuracy: 0.822, Loss: 0.209 Epoch 8 Batch 22/269 - Train Accuracy: 0.818, Validation Accuracy: 0.821, Loss: 0.188 Epoch 8 Batch 23/269 - Train Accuracy: 0.819, Validation Accuracy: 0.817, Loss: 0.185 Epoch 8 Batch 24/269 - Train Accuracy: 0.817, Validation Accuracy: 0.816, Loss: 0.185 Epoch 8 Batch 25/269 - Train Accuracy: 0.820, Validation Accuracy: 0.815, Loss: 0.205 Epoch 8 Batch 26/269 - Train Accuracy: 0.830, Validation Accuracy: 0.822, Loss: 0.170 Epoch 8 Batch 27/269 - Train Accuracy: 0.824, Validation Accuracy: 0.819, Loss: 0.179 Epoch 8 Batch 28/269 - Train Accuracy: 0.801, Validation Accuracy: 0.807, Loss: 0.205 Epoch 8 Batch 29/269 - Train Accuracy: 0.841, Validation Accuracy: 0.820, Loss: 0.194 Epoch 8 Batch 30/269 - Train Accuracy: 0.826, Validation Accuracy: 0.820, Loss: 0.177 Epoch 8 Batch 31/269 - Train Accuracy: 0.835, Validation Accuracy: 0.808, Loss: 0.179 Epoch 8 Batch 32/269 - Train Accuracy: 0.813, Validation Accuracy: 0.813, Loss: 0.178 Epoch 8 Batch 33/269 - Train Accuracy: 0.821, Validation Accuracy: 0.817, Loss: 0.170 Epoch 8 Batch 34/269 - Train Accuracy: 0.816, Validation Accuracy: 0.807, Loss: 0.180 Epoch 8 Batch 35/269 - Train Accuracy: 0.829, Validation Accuracy: 0.820, Loss: 0.192 Epoch 8 Batch 36/269 - Train Accuracy: 0.818, Validation Accuracy: 0.815, Loss: 0.182 Epoch 8 Batch 37/269 - Train Accuracy: 0.831, Validation Accuracy: 0.813, Loss: 0.184 Epoch 8 Batch 38/269 - Train Accuracy: 0.823, Validation Accuracy: 0.820, Loss: 0.177 Epoch 8 Batch 39/269 - Train Accuracy: 0.828, Validation Accuracy: 0.817, Loss: 0.179 Epoch 8 Batch 40/269 - Train Accuracy: 0.825, Validation Accuracy: 0.825, Loss: 0.181 Epoch 8 Batch 41/269 - Train Accuracy: 0.828, Validation Accuracy: 0.827, Loss: 0.182 Epoch 8 Batch 42/269 - Train Accuracy: 0.842, Validation Accuracy: 0.824, Loss: 0.166 Epoch 8 Batch 43/269 - Train Accuracy: 0.836, Validation Accuracy: 0.826, Loss: 0.180 Epoch 8 Batch 44/269 - Train Accuracy: 0.837, Validation Accuracy: 0.819, Loss: 0.176 Epoch 8 Batch 45/269 - Train Accuracy: 0.822, Validation Accuracy: 0.817, Loss: 0.182 Epoch 8 Batch 46/269 - Train Accuracy: 0.832, Validation Accuracy: 0.823, Loss: 0.179 Epoch 8 Batch 47/269 - Train Accuracy: 0.847, Validation Accuracy: 0.824, Loss: 0.163 Epoch 8 Batch 48/269 - Train Accuracy: 0.840, Validation Accuracy: 0.817, Loss: 0.173 Epoch 8 Batch 49/269 - Train Accuracy: 0.823, Validation Accuracy: 0.824, Loss: 0.174 Epoch 8 Batch 50/269 - Train Accuracy: 0.798, Validation Accuracy: 0.829, Loss: 0.187 Epoch 8 Batch 51/269 - Train Accuracy: 0.818, Validation Accuracy: 0.817, Loss: 0.175 Epoch 8 Batch 52/269 - Train Accuracy: 0.815, Validation Accuracy: 0.823, Loss: 0.166 Epoch 8 Batch 53/269 - Train Accuracy: 0.827, Validation Accuracy: 0.821, Loss: 0.191 Epoch 8 Batch 54/269 - Train Accuracy: 0.841, Validation Accuracy: 0.823, Loss: 0.178 Epoch 8 Batch 55/269 - Train Accuracy: 0.856, Validation Accuracy: 0.824, Loss: 0.170 Epoch 8 Batch 56/269 - Train Accuracy: 0.828, Validation Accuracy: 0.823, Loss: 0.178 Epoch 8 Batch 57/269 - Train Accuracy: 0.831, Validation Accuracy: 0.826, Loss: 0.182 Epoch 8 Batch 58/269 - Train Accuracy: 0.835, Validation Accuracy: 0.821, Loss: 0.169 Epoch 8 Batch 59/269 - Train Accuracy: 0.863, Validation Accuracy: 0.826, Loss: 0.157 Epoch 8 Batch 60/269 - Train Accuracy: 0.838, Validation Accuracy: 0.818, Loss: 0.163 Epoch 8 Batch 61/269 - Train Accuracy: 0.836, Validation Accuracy: 0.827, Loss: 0.162 Epoch 8 Batch 62/269 - Train Accuracy: 0.835, Validation Accuracy: 0.825, Loss: 0.171 Epoch 8 Batch 63/269 - Train Accuracy: 0.827, Validation Accuracy: 0.825, Loss: 0.183 Epoch 8 Batch 64/269 - Train Accuracy: 0.835, Validation Accuracy: 0.828, Loss: 0.164 Epoch 8 Batch 65/269 - Train Accuracy: 0.818, Validation Accuracy: 0.828, Loss: 0.171 Epoch 8 Batch 66/269 - Train Accuracy: 0.829, Validation Accuracy: 0.814, Loss: 0.174 Epoch 8 Batch 67/269 - Train Accuracy: 0.830, Validation Accuracy: 0.811, Loss: 0.181 Epoch 8 Batch 68/269 - Train Accuracy: 0.808, Validation Accuracy: 0.824, Loss: 0.183 Epoch 8 Batch 69/269 - Train Accuracy: 0.823, Validation Accuracy: 0.822, Loss: 0.197 Epoch 8 Batch 70/269 - Train Accuracy: 0.849, Validation Accuracy: 0.822, Loss: 0.175 Epoch 8 Batch 71/269 - Train Accuracy: 0.822, Validation Accuracy: 0.822, Loss: 0.188 Epoch 8 Batch 72/269 - Train Accuracy: 0.831, Validation Accuracy: 0.816, Loss: 0.175 Epoch 8 Batch 73/269 - Train Accuracy: 0.826, Validation Accuracy: 0.817, Loss: 0.185 Epoch 8 Batch 74/269 - Train Accuracy: 0.828, Validation Accuracy: 0.823, Loss: 0.173 Epoch 8 Batch 75/269 - Train Accuracy: 0.841, Validation Accuracy: 0.823, Loss: 0.173 Epoch 8 Batch 76/269 - Train Accuracy: 0.830, Validation Accuracy: 0.817, Loss: 0.172 Epoch 8 Batch 77/269 - Train Accuracy: 0.833, Validation Accuracy: 0.819, Loss: 0.168 Epoch 8 Batch 78/269 - Train Accuracy: 0.844, Validation Accuracy: 0.819, Loss: 0.171 Epoch 8 Batch 79/269 - Train Accuracy: 0.817, Validation Accuracy: 0.828, Loss: 0.172 Epoch 8 Batch 80/269 - Train Accuracy: 0.832, Validation Accuracy: 0.827, Loss: 0.167 Epoch 8 Batch 81/269 - Train Accuracy: 0.834, Validation Accuracy: 0.822, Loss: 0.180 Epoch 8 Batch 82/269 - Train Accuracy: 0.857, Validation Accuracy: 0.820, Loss: 0.158 Epoch 8 Batch 83/269 - Train Accuracy: 0.836, Validation Accuracy: 0.827, Loss: 0.181 Epoch 8 Batch 84/269 - Train Accuracy: 0.839, Validation Accuracy: 0.820, Loss: 0.168 Epoch 8 Batch 85/269 - Train Accuracy: 0.847, Validation Accuracy: 0.828, Loss: 0.167 Epoch 8 Batch 86/269 - Train Accuracy: 0.845, Validation Accuracy: 0.815, Loss: 0.165 Epoch 8 Batch 87/269 - Train Accuracy: 0.813, Validation Accuracy: 0.816, Loss: 0.183 Epoch 8 Batch 88/269 - Train Accuracy: 0.815, Validation Accuracy: 0.820, Loss: 0.176 Epoch 8 Batch 89/269 - Train Accuracy: 0.847, Validation Accuracy: 0.820, Loss: 0.166 Epoch 8 Batch 90/269 - Train Accuracy: 0.816, Validation Accuracy: 0.817, Loss: 0.181 Epoch 8 Batch 91/269 - Train Accuracy: 0.846, Validation Accuracy: 0.821, Loss: 0.167 Epoch 8 Batch 92/269 - Train Accuracy: 0.854, Validation Accuracy: 0.814, Loss: 0.163 Epoch 8 Batch 93/269 - Train Accuracy: 0.835, Validation Accuracy: 0.825, Loss: 0.168 Epoch 8 Batch 94/269 - Train Accuracy: 0.826, Validation Accuracy: 0.829, Loss: 0.181 Epoch 8 Batch 95/269 - Train Accuracy: 0.839, Validation Accuracy: 0.814, Loss: 0.163 Epoch 8 Batch 96/269 - Train Accuracy: 0.814, Validation Accuracy: 0.829, Loss: 0.177 Epoch 8 Batch 97/269 - Train Accuracy: 0.844, Validation Accuracy: 0.825, Loss: 0.168 Epoch 8 Batch 98/269 - Train Accuracy: 0.846, Validation Accuracy: 0.825, Loss: 0.169 Epoch 8 Batch 99/269 - Train Accuracy: 0.821, Validation Accuracy: 0.833, Loss: 0.170 Epoch 8 Batch 100/269 - Train Accuracy: 0.849, Validation Accuracy: 0.822, Loss: 0.164 Epoch 8 Batch 101/269 - Train Accuracy: 0.815, Validation Accuracy: 0.821, Loss: 0.182 Epoch 8 Batch 102/269 - Train Accuracy: 0.832, Validation Accuracy: 0.826, Loss: 0.161 Epoch 8 Batch 103/269 - Train Accuracy: 0.841, Validation Accuracy: 0.825, Loss: 0.176 Epoch 8 Batch 104/269 - Train Accuracy: 0.839, Validation Accuracy: 0.825, Loss: 0.165 Epoch 8 Batch 105/269 - Train Accuracy: 0.838, Validation Accuracy: 0.827, Loss: 0.163 Epoch 8 Batch 106/269 - Train Accuracy: 0.837, Validation Accuracy: 0.825, Loss: 0.160 Epoch 8 Batch 107/269 - Train Accuracy: 0.842, Validation Accuracy: 0.826, Loss: 0.167 Epoch 8 Batch 108/269 - Train Accuracy: 0.845, Validation Accuracy: 0.826, Loss: 0.163 Epoch 8 Batch 109/269 - Train Accuracy: 0.815, Validation Accuracy: 0.827, Loss: 0.166 Epoch 8 Batch 110/269 - Train Accuracy: 0.830, Validation Accuracy: 0.834, Loss: 0.164 Epoch 8 Batch 111/269 - Train Accuracy: 0.826, Validation Accuracy: 0.822, Loss: 0.178 Epoch 8 Batch 112/269 - Train Accuracy: 0.835, Validation Accuracy: 0.818, Loss: 0.165 Epoch 8 Batch 113/269 - Train Accuracy: 0.831, Validation Accuracy: 0.828, Loss: 0.158 Epoch 8 Batch 114/269 - Train Accuracy: 0.842, Validation Accuracy: 0.823, Loss: 0.165 Epoch 8 Batch 115/269 - Train Accuracy: 0.831, Validation Accuracy: 0.821, Loss: 0.168 Epoch 8 Batch 116/269 - Train Accuracy: 0.851, Validation Accuracy: 0.824, Loss: 0.171 Epoch 8 Batch 117/269 - Train Accuracy: 0.840, Validation Accuracy: 0.827, Loss: 0.160 Epoch 8 Batch 118/269 - Train Accuracy: 0.854, Validation Accuracy: 0.831, Loss: 0.153 Epoch 8 Batch 119/269 - Train Accuracy: 0.836, Validation Accuracy: 0.833, Loss: 0.172 Epoch 8 Batch 120/269 - Train Accuracy: 0.833, Validation Accuracy: 0.832, Loss: 0.166 Epoch 8 Batch 121/269 - Train Accuracy: 0.845, Validation Accuracy: 0.834, Loss: 0.155 Epoch 8 Batch 122/269 - Train Accuracy: 0.842, Validation Accuracy: 0.834, Loss: 0.155 Epoch 8 Batch 123/269 - Train Accuracy: 0.841, Validation Accuracy: 0.818, Loss: 0.167 Epoch 8 Batch 124/269 - Train Accuracy: 0.834, Validation Accuracy: 0.830, Loss: 0.154 Epoch 8 Batch 125/269 - Train Accuracy: 0.849, Validation Accuracy: 0.832, Loss: 0.154 Epoch 8 Batch 126/269 - Train Accuracy: 0.827, Validation Accuracy: 0.827, Loss: 0.158 Epoch 8 Batch 127/269 - Train Accuracy: 0.830, Validation Accuracy: 0.832, Loss: 0.169 Epoch 8 Batch 128/269 - Train Accuracy: 0.861, Validation Accuracy: 0.827, Loss: 0.165 Epoch 8 Batch 129/269 - Train Accuracy: 0.827, Validation Accuracy: 0.826, Loss: 0.159 Epoch 8 Batch 130/269 - Train Accuracy: 0.831, Validation Accuracy: 0.829, Loss: 0.167 Epoch 8 Batch 131/269 - Train Accuracy: 0.811, Validation Accuracy: 0.820, Loss: 0.166 Epoch 8 Batch 132/269 - Train Accuracy: 0.819, Validation Accuracy: 0.830, Loss: 0.172 Epoch 8 Batch 133/269 - Train Accuracy: 0.853, Validation Accuracy: 0.837, Loss: 0.156 Epoch 8 Batch 134/269 - Train Accuracy: 0.811, Validation Accuracy: 0.817, Loss: 0.166 Epoch 8 Batch 135/269 - Train Accuracy: 0.827, Validation Accuracy: 0.828, Loss: 0.182 Epoch 8 Batch 136/269 - Train Accuracy: 0.820, Validation Accuracy: 0.815, Loss: 0.183 Epoch 8 Batch 137/269 - Train Accuracy: 0.828, Validation Accuracy: 0.833, Loss: 0.177 Epoch 8 Batch 138/269 - Train Accuracy: 0.840, Validation Accuracy: 0.832, Loss: 0.159 Epoch 8 Batch 139/269 - Train Accuracy: 0.837, Validation Accuracy: 0.828, Loss: 0.156 Epoch 8 Batch 140/269 - Train Accuracy: 0.853, Validation Accuracy: 0.837, Loss: 0.173 Epoch 8 Batch 141/269 - Train Accuracy: 0.834, Validation Accuracy: 0.832, Loss: 0.166 Epoch 8 Batch 142/269 - Train Accuracy: 0.821, Validation Accuracy: 0.829, Loss: 0.157 Epoch 8 Batch 143/269 - Train Accuracy: 0.853, Validation Accuracy: 0.831, Loss: 0.159 Epoch 8 Batch 144/269 - Train Accuracy: 0.844, Validation Accuracy: 0.831, Loss: 0.149 Epoch 8 Batch 145/269 - Train Accuracy: 0.847, Validation Accuracy: 0.837, Loss: 0.154 Epoch 8 Batch 146/269 - Train Accuracy: 0.849, Validation Accuracy: 0.836, Loss: 0.157 Epoch 8 Batch 147/269 - Train Accuracy: 0.851, Validation Accuracy: 0.825, Loss: 0.158 Epoch 8 Batch 148/269 - Train Accuracy: 0.840, Validation Accuracy: 0.833, Loss: 0.165 Epoch 8 Batch 149/269 - Train Accuracy: 0.844, Validation Accuracy: 0.834, Loss: 0.167 Epoch 8 Batch 150/269 - Train Accuracy: 0.844, Validation Accuracy: 0.825, Loss: 0.161 Epoch 8 Batch 151/269 - Train Accuracy: 0.850, Validation Accuracy: 0.835, Loss: 0.158 Epoch 8 Batch 152/269 - Train Accuracy: 0.841, Validation Accuracy: 0.835, Loss: 0.159 Epoch 8 Batch 153/269 - Train Accuracy: 0.833, Validation Accuracy: 0.829, Loss: 0.159 Epoch 8 Batch 154/269 - Train Accuracy: 0.856, Validation Accuracy: 0.841, Loss: 0.163 Epoch 8 Batch 155/269 - Train Accuracy: 0.856, Validation Accuracy: 0.835, Loss: 0.154 Epoch 8 Batch 156/269 - Train Accuracy: 0.828, Validation Accuracy: 0.832, Loss: 0.160 Epoch 8 Batch 157/269 - Train Accuracy: 0.832, Validation Accuracy: 0.832, Loss: 0.155 Epoch 8 Batch 158/269 - Train Accuracy: 0.841, Validation Accuracy: 0.837, Loss: 0.162 Epoch 8 Batch 159/269 - Train Accuracy: 0.830, Validation Accuracy: 0.834, Loss: 0.163 Epoch 8 Batch 160/269 - Train Accuracy: 0.848, Validation Accuracy: 0.836, Loss: 0.160 Epoch 8 Batch 161/269 - Train Accuracy: 0.827, Validation Accuracy: 0.829, Loss: 0.159 Epoch 8 Batch 162/269 - Train Accuracy: 0.868, Validation Accuracy: 0.836, Loss: 0.158 Epoch 8 Batch 163/269 - Train Accuracy: 0.844, Validation Accuracy: 0.830, Loss: 0.157 Epoch 8 Batch 164/269 - Train Accuracy: 0.828, Validation Accuracy: 0.816, Loss: 0.161 Epoch 8 Batch 165/269 - Train Accuracy: 0.850, Validation Accuracy: 0.843, Loss: 0.163 Epoch 8 Batch 166/269 - Train Accuracy: 0.851, Validation Accuracy: 0.830, Loss: 0.150 Epoch 8 Batch 167/269 - Train Accuracy: 0.849, Validation Accuracy: 0.827, Loss: 0.160 Epoch 8 Batch 168/269 - Train Accuracy: 0.853, Validation Accuracy: 0.839, Loss: 0.165 Epoch 8 Batch 169/269 - Train Accuracy: 0.837, Validation Accuracy: 0.833, Loss: 0.156 Epoch 8 Batch 170/269 - Train Accuracy: 0.850, Validation Accuracy: 0.833, Loss: 0.157 Epoch 8 Batch 171/269 - Train Accuracy: 0.860, Validation Accuracy: 0.838, Loss: 0.158 Epoch 8 Batch 172/269 - Train Accuracy: 0.834, Validation Accuracy: 0.839, Loss: 0.172 Epoch 8 Batch 173/269 - Train Accuracy: 0.857, Validation Accuracy: 0.838, Loss: 0.149 Epoch 8 Batch 174/269 - Train Accuracy: 0.849, Validation Accuracy: 0.831, Loss: 0.157 Epoch 8 Batch 175/269 - Train Accuracy: 0.842, Validation Accuracy: 0.836, Loss: 0.177 Epoch 8 Batch 176/269 - Train Accuracy: 0.827, Validation Accuracy: 0.838, Loss: 0.172 Epoch 8 Batch 177/269 - Train Accuracy: 0.851, Validation Accuracy: 0.841, Loss: 0.153 Epoch 8 Batch 178/269 - Train Accuracy: 0.836, Validation Accuracy: 0.828, Loss: 0.151 Epoch 8 Batch 179/269 - Train Accuracy: 0.834, Validation Accuracy: 0.834, Loss: 0.158 Epoch 8 Batch 180/269 - Train Accuracy: 0.864, Validation Accuracy: 0.839, Loss: 0.152 Epoch 8 Batch 181/269 - Train Accuracy: 0.820, Validation Accuracy: 0.827, Loss: 0.159 Epoch 8 Batch 182/269 - Train Accuracy: 0.856, Validation Accuracy: 0.841, Loss: 0.161 Epoch 8 Batch 183/269 - Train Accuracy: 0.872, Validation Accuracy: 0.834, Loss: 0.133 Epoch 8 Batch 184/269 - Train Accuracy: 0.833, Validation Accuracy: 0.831, Loss: 0.157 Epoch 8 Batch 185/269 - Train Accuracy: 0.873, Validation Accuracy: 0.846, Loss: 0.157 Epoch 8 Batch 186/269 - Train Accuracy: 0.847, Validation Accuracy: 0.841, Loss: 0.154 Epoch 8 Batch 187/269 - Train Accuracy: 0.857, Validation Accuracy: 0.841, Loss: 0.147 Epoch 8 Batch 188/269 - Train Accuracy: 0.863, Validation Accuracy: 0.837, Loss: 0.148 Epoch 8 Batch 189/269 - Train Accuracy: 0.848, Validation Accuracy: 0.841, Loss: 0.146 Epoch 8 Batch 190/269 - Train Accuracy: 0.862, Validation Accuracy: 0.834, Loss: 0.146 Epoch 8 Batch 191/269 - Train Accuracy: 0.847, Validation Accuracy: 0.832, Loss: 0.146 Epoch 8 Batch 192/269 - Train Accuracy: 0.858, Validation Accuracy: 0.837, Loss: 0.152 Epoch 8 Batch 193/269 - Train Accuracy: 0.854, Validation Accuracy: 0.837, Loss: 0.146 Epoch 8 Batch 194/269 - Train Accuracy: 0.854, Validation Accuracy: 0.837, Loss: 0.151 Epoch 8 Batch 195/269 - Train Accuracy: 0.841, Validation Accuracy: 0.833, Loss: 0.153 Epoch 8 Batch 196/269 - Train Accuracy: 0.841, Validation Accuracy: 0.823, Loss: 0.146 Epoch 8 Batch 197/269 - Train Accuracy: 0.841, Validation Accuracy: 0.843, Loss: 0.162 Epoch 8 Batch 198/269 - Train Accuracy: 0.860, Validation Accuracy: 0.838, Loss: 0.159 Epoch 8 Batch 199/269 - Train Accuracy: 0.849, Validation Accuracy: 0.833, Loss: 0.161 Epoch 8 Batch 200/269 - Train Accuracy: 0.851, Validation Accuracy: 0.833, Loss: 0.153 Epoch 8 Batch 201/269 - Train Accuracy: 0.848, Validation Accuracy: 0.838, Loss: 0.154 Epoch 8 Batch 202/269 - Train Accuracy: 0.845, Validation Accuracy: 0.835, Loss: 0.149 Epoch 8 Batch 203/269 - Train Accuracy: 0.851, Validation Accuracy: 0.831, Loss: 0.157 Epoch 8 Batch 204/269 - Train Accuracy: 0.845, Validation Accuracy: 0.830, Loss: 0.159 Epoch 8 Batch 205/269 - Train Accuracy: 0.850, Validation Accuracy: 0.838, Loss: 0.149 Epoch 8 Batch 206/269 - Train Accuracy: 0.837, Validation Accuracy: 0.835, Loss: 0.161 Epoch 8 Batch 207/269 - Train Accuracy: 0.845, Validation Accuracy: 0.830, Loss: 0.145 Epoch 8 Batch 208/269 - Train Accuracy: 0.850, Validation Accuracy: 0.834, Loss: 0.157 Epoch 8 Batch 209/269 - Train Accuracy: 0.856, Validation Accuracy: 0.833, Loss: 0.148 Epoch 8 Batch 210/269 - Train Accuracy: 0.851, Validation Accuracy: 0.835, Loss: 0.144 Epoch 8 Batch 211/269 - Train Accuracy: 0.863, Validation Accuracy: 0.838, Loss: 0.149 Epoch 8 Batch 212/269 - Train Accuracy: 0.860, Validation Accuracy: 0.840, Loss: 0.153 Epoch 8 Batch 213/269 - Train Accuracy: 0.854, Validation Accuracy: 0.834, Loss: 0.148 Epoch 8 Batch 214/269 - Train Accuracy: 0.835, Validation Accuracy: 0.835, Loss: 0.155 Epoch 8 Batch 215/269 - Train Accuracy: 0.871, Validation Accuracy: 0.840, Loss: 0.142 Epoch 8 Batch 216/269 - Train Accuracy: 0.829, Validation Accuracy: 0.834, Loss: 0.171 Epoch 8 Batch 217/269 - Train Accuracy: 0.846, Validation Accuracy: 0.840, Loss: 0.158 Epoch 8 Batch 218/269 - Train Accuracy: 0.858, Validation Accuracy: 0.841, Loss: 0.148 Epoch 8 Batch 219/269 - Train Accuracy: 0.855, Validation Accuracy: 0.836, Loss: 0.155 Epoch 8 Batch 220/269 - Train Accuracy: 0.861, Validation Accuracy: 0.843, Loss: 0.145 Epoch 8 Batch 221/269 - Train Accuracy: 0.863, Validation Accuracy: 0.841, Loss: 0.147 Epoch 8 Batch 222/269 - Train Accuracy: 0.859, Validation Accuracy: 0.836, Loss: 0.146 Epoch 8 Batch 223/269 - Train Accuracy: 0.836, Validation Accuracy: 0.843, Loss: 0.148 Epoch 8 Batch 224/269 - Train Accuracy: 0.854, Validation Accuracy: 0.838, Loss: 0.157 Epoch 8 Batch 225/269 - Train Accuracy: 0.845, Validation Accuracy: 0.827, Loss: 0.146 Epoch 8 Batch 226/269 - Train Accuracy: 0.860, Validation Accuracy: 0.839, Loss: 0.155 Epoch 8 Batch 227/269 - Train Accuracy: 0.875, Validation Accuracy: 0.845, Loss: 0.145 Epoch 8 Batch 228/269 - Train Accuracy: 0.848, Validation Accuracy: 0.836, Loss: 0.148 Epoch 8 Batch 229/269 - Train Accuracy: 0.848, Validation Accuracy: 0.842, Loss: 0.149 Epoch 8 Batch 230/269 - Train Accuracy: 0.860, Validation Accuracy: 0.851, Loss: 0.143 Epoch 8 Batch 231/269 - Train Accuracy: 0.859, Validation Accuracy: 0.846, Loss: 0.155 Epoch 8 Batch 232/269 - Train Accuracy: 0.854, Validation Accuracy: 0.849, Loss: 0.145 Epoch 8 Batch 233/269 - Train Accuracy: 0.880, Validation Accuracy: 0.848, Loss: 0.157 Epoch 8 Batch 234/269 - Train Accuracy: 0.853, Validation Accuracy: 0.842, Loss: 0.145 Epoch 8 Batch 235/269 - Train Accuracy: 0.861, Validation Accuracy: 0.838, Loss: 0.137 Epoch 8 Batch 236/269 - Train Accuracy: 0.849, Validation Accuracy: 0.836, Loss: 0.141 Epoch 8 Batch 237/269 - Train Accuracy: 0.847, Validation Accuracy: 0.837, Loss: 0.146 Epoch 8 Batch 238/269 - Train Accuracy: 0.870, Validation Accuracy: 0.847, Loss: 0.144 Epoch 8 Batch 239/269 - Train Accuracy: 0.850, Validation Accuracy: 0.841, Loss: 0.141 Epoch 8 Batch 240/269 - Train Accuracy: 0.877, Validation Accuracy: 0.845, Loss: 0.138 Epoch 8 Batch 241/269 - Train Accuracy: 0.848, Validation Accuracy: 0.839, Loss: 0.155 Epoch 8 Batch 242/269 - Train Accuracy: 0.867, Validation Accuracy: 0.840, Loss: 0.140 Epoch 8 Batch 243/269 - Train Accuracy: 0.880, Validation Accuracy: 0.847, Loss: 0.135 Epoch 8 Batch 244/269 - Train Accuracy: 0.862, Validation Accuracy: 0.857, Loss: 0.145 Epoch 8 Batch 245/269 - Train Accuracy: 0.845, Validation Accuracy: 0.841, Loss: 0.150 Epoch 8 Batch 246/269 - Train Accuracy: 0.848, Validation Accuracy: 0.844, Loss: 0.146 Epoch 8 Batch 247/269 - Train Accuracy: 0.855, Validation Accuracy: 0.854, Loss: 0.144 Epoch 8 Batch 248/269 - Train Accuracy: 0.868, Validation Accuracy: 0.843, Loss: 0.137 Epoch 8 Batch 249/269 - Train Accuracy: 0.874, Validation Accuracy: 0.849, Loss: 0.134 Epoch 8 Batch 250/269 - Train Accuracy: 0.873, Validation Accuracy: 0.845, Loss: 0.142 Epoch 8 Batch 251/269 - Train Accuracy: 0.886, Validation Accuracy: 0.845, Loss: 0.137 Epoch 8 Batch 252/269 - Train Accuracy: 0.865, Validation Accuracy: 0.845, Loss: 0.136 Epoch 8 Batch 253/269 - Train Accuracy: 0.853, Validation Accuracy: 0.848, Loss: 0.149 Epoch 8 Batch 254/269 - Train Accuracy: 0.869, Validation Accuracy: 0.847, Loss: 0.141 Epoch 8 Batch 255/269 - Train Accuracy: 0.865, Validation Accuracy: 0.846, Loss: 0.138 Epoch 8 Batch 256/269 - Train Accuracy: 0.849, Validation Accuracy: 0.852, Loss: 0.140 Epoch 8 Batch 257/269 - Train Accuracy: 0.841, Validation Accuracy: 0.841, Loss: 0.152 Epoch 8 Batch 258/269 - Train Accuracy: 0.862, Validation Accuracy: 0.837, Loss: 0.148 Epoch 8 Batch 259/269 - Train Accuracy: 0.869, Validation Accuracy: 0.848, Loss: 0.140 Epoch 8 Batch 260/269 - Train Accuracy: 0.844, Validation Accuracy: 0.835, Loss: 0.151 Epoch 8 Batch 261/269 - Train Accuracy: 0.844, Validation Accuracy: 0.839, Loss: 0.145 Epoch 8 Batch 262/269 - Train Accuracy: 0.873, Validation Accuracy: 0.842, Loss: 0.145 Epoch 8 Batch 263/269 - Train Accuracy: 0.856, Validation Accuracy: 0.848, Loss: 0.145 Epoch 8 Batch 264/269 - Train Accuracy: 0.831, Validation Accuracy: 0.847, Loss: 0.153 Epoch 8 Batch 265/269 - Train Accuracy: 0.865, Validation Accuracy: 0.844, Loss: 0.141 Epoch 8 Batch 266/269 - Train Accuracy: 0.875, Validation Accuracy: 0.850, Loss: 0.136 Epoch 8 Batch 267/269 - Train Accuracy: 0.862, Validation Accuracy: 0.852, Loss: 0.151 Epoch 9 Batch 0/269 - Train Accuracy: 0.861, Validation Accuracy: 0.847, Loss: 0.151 Epoch 9 Batch 1/269 - Train Accuracy: 0.855, Validation Accuracy: 0.861, Loss: 0.141 Epoch 9 Batch 2/269 - Train Accuracy: 0.862, Validation Accuracy: 0.846, Loss: 0.146 Epoch 9 Batch 3/269 - Train Accuracy: 0.879, Validation Accuracy: 0.854, Loss: 0.140 Epoch 9 Batch 4/269 - Train Accuracy: 0.850, Validation Accuracy: 0.855, Loss: 0.142 Epoch 9 Batch 5/269 - Train Accuracy: 0.847, Validation Accuracy: 0.834, Loss: 0.143 Epoch 9 Batch 6/269 - Train Accuracy: 0.884, Validation Accuracy: 0.840, Loss: 0.133 Epoch 9 Batch 7/269 - Train Accuracy: 0.864, Validation Accuracy: 0.846, Loss: 0.137 Epoch 9 Batch 8/269 - Train Accuracy: 0.877, Validation Accuracy: 0.843, Loss: 0.146 Epoch 9 Batch 9/269 - Train Accuracy: 0.858, Validation Accuracy: 0.841, Loss: 0.144 Epoch 9 Batch 10/269 - Train Accuracy: 0.865, Validation Accuracy: 0.846, Loss: 0.137 Epoch 9 Batch 11/269 - Train Accuracy: 0.869, Validation Accuracy: 0.843, Loss: 0.145 Epoch 9 Batch 12/269 - Train Accuracy: 0.855, Validation Accuracy: 0.840, Loss: 0.149 Epoch 9 Batch 13/269 - Train Accuracy: 0.869, Validation Accuracy: 0.852, Loss: 0.126 Epoch 9 Batch 14/269 - Train Accuracy: 0.855, Validation Accuracy: 0.843, Loss: 0.140 Epoch 9 Batch 15/269 - Train Accuracy: 0.861, Validation Accuracy: 0.850, Loss: 0.129 Epoch 9 Batch 16/269 - Train Accuracy: 0.868, Validation Accuracy: 0.851, Loss: 0.142 Epoch 9 Batch 17/269 - Train Accuracy: 0.861, Validation Accuracy: 0.842, Loss: 0.131 Epoch 9 Batch 18/269 - Train Accuracy: 0.856, Validation Accuracy: 0.849, Loss: 0.141 Epoch 9 Batch 19/269 - Train Accuracy: 0.874, Validation Accuracy: 0.849, Loss: 0.123 Epoch 9 Batch 20/269 - Train Accuracy: 0.865, Validation Accuracy: 0.842, Loss: 0.137 Epoch 9 Batch 21/269 - Train Accuracy: 0.855, Validation Accuracy: 0.864, Loss: 0.159 Epoch 9 Batch 22/269 - Train Accuracy: 0.858, Validation Accuracy: 0.853, Loss: 0.132 Epoch 9 Batch 23/269 - Train Accuracy: 0.863, Validation Accuracy: 0.856, Loss: 0.141 Epoch 9 Batch 24/269 - Train Accuracy: 0.865, Validation Accuracy: 0.859, Loss: 0.136 Epoch 9 Batch 25/269 - Train Accuracy: 0.863, Validation Accuracy: 0.865, Loss: 0.146 Epoch 9 Batch 26/269 - Train Accuracy: 0.870, Validation Accuracy: 0.862, Loss: 0.122 Epoch 9 Batch 27/269 - Train Accuracy: 0.870, Validation Accuracy: 0.851, Loss: 0.133 Epoch 9 Batch 28/269 - Train Accuracy: 0.848, Validation Accuracy: 0.848, Loss: 0.150 Epoch 9 Batch 29/269 - Train Accuracy: 0.874, Validation Accuracy: 0.858, Loss: 0.143 Epoch 9 Batch 30/269 - Train Accuracy: 0.863, Validation Accuracy: 0.853, Loss: 0.132 Epoch 9 Batch 31/269 - Train Accuracy: 0.872, Validation Accuracy: 0.847, Loss: 0.135 Epoch 9 Batch 32/269 - Train Accuracy: 0.859, Validation Accuracy: 0.847, Loss: 0.132 Epoch 9 Batch 33/269 - Train Accuracy: 0.871, Validation Accuracy: 0.851, Loss: 0.127 Epoch 9 Batch 34/269 - Train Accuracy: 0.866, Validation Accuracy: 0.856, Loss: 0.131 Epoch 9 Batch 35/269 - Train Accuracy: 0.872, Validation Accuracy: 0.847, Loss: 0.144 Epoch 9 Batch 36/269 - Train Accuracy: 0.849, Validation Accuracy: 0.840, Loss: 0.136 Epoch 9 Batch 37/269 - Train Accuracy: 0.870, Validation Accuracy: 0.858, Loss: 0.139 Epoch 9 Batch 38/269 - Train Accuracy: 0.863, Validation Accuracy: 0.858, Loss: 0.133 Epoch 9 Batch 39/269 - Train Accuracy: 0.859, Validation Accuracy: 0.853, Loss: 0.133 Epoch 9 Batch 40/269 - Train Accuracy: 0.853, Validation Accuracy: 0.862, Loss: 0.137 Epoch 9 Batch 41/269 - Train Accuracy: 0.861, Validation Accuracy: 0.862, Loss: 0.137 Epoch 9 Batch 42/269 - Train Accuracy: 0.875, Validation Accuracy: 0.861, Loss: 0.121 Epoch 9 Batch 43/269 - Train Accuracy: 0.880, Validation Accuracy: 0.852, Loss: 0.135 Epoch 9 Batch 44/269 - Train Accuracy: 0.877, Validation Accuracy: 0.855, Loss: 0.130 Epoch 9 Batch 45/269 - Train Accuracy: 0.873, Validation Accuracy: 0.860, Loss: 0.136 Epoch 9 Batch 46/269 - Train Accuracy: 0.870, Validation Accuracy: 0.861, Loss: 0.134 Epoch 9 Batch 47/269 - Train Accuracy: 0.877, Validation Accuracy: 0.862, Loss: 0.121 Epoch 9 Batch 48/269 - Train Accuracy: 0.870, Validation Accuracy: 0.853, Loss: 0.127 Epoch 9 Batch 49/269 - Train Accuracy: 0.862, Validation Accuracy: 0.855, Loss: 0.127 Epoch 9 Batch 50/269 - Train Accuracy: 0.841, Validation Accuracy: 0.865, Loss: 0.142 Epoch 9 Batch 51/269 - Train Accuracy: 0.879, Validation Accuracy: 0.864, Loss: 0.131 Epoch 9 Batch 52/269 - Train Accuracy: 0.866, Validation Accuracy: 0.851, Loss: 0.120 Epoch 9 Batch 53/269 - Train Accuracy: 0.869, Validation Accuracy: 0.851, Loss: 0.140 Epoch 9 Batch 54/269 - Train Accuracy: 0.881, Validation Accuracy: 0.855, Loss: 0.131 Epoch 9 Batch 55/269 - Train Accuracy: 0.886, Validation Accuracy: 0.858, Loss: 0.126 Epoch 9 Batch 56/269 - Train Accuracy: 0.875, Validation Accuracy: 0.856, Loss: 0.131 Epoch 9 Batch 57/269 - Train Accuracy: 0.871, Validation Accuracy: 0.859, Loss: 0.138 Epoch 9 Batch 58/269 - Train Accuracy: 0.877, Validation Accuracy: 0.854, Loss: 0.125 Epoch 9 Batch 59/269 - Train Accuracy: 0.893, Validation Accuracy: 0.857, Loss: 0.115 Epoch 9 Batch 60/269 - Train Accuracy: 0.880, Validation Accuracy: 0.849, Loss: 0.122 Epoch 9 Batch 61/269 - Train Accuracy: 0.876, Validation Accuracy: 0.851, Loss: 0.121 Epoch 9 Batch 62/269 - Train Accuracy: 0.870, Validation Accuracy: 0.857, Loss: 0.129 Epoch 9 Batch 63/269 - Train Accuracy: 0.869, Validation Accuracy: 0.856, Loss: 0.140 Epoch 9 Batch 64/269 - Train Accuracy: 0.879, Validation Accuracy: 0.860, Loss: 0.120 Epoch 9 Batch 65/269 - Train Accuracy: 0.865, Validation Accuracy: 0.859, Loss: 0.126 Epoch 9 Batch 66/269 - Train Accuracy: 0.866, Validation Accuracy: 0.855, Loss: 0.130 Epoch 9 Batch 67/269 - Train Accuracy: 0.872, Validation Accuracy: 0.847, Loss: 0.135 Epoch 9 Batch 68/269 - Train Accuracy: 0.855, Validation Accuracy: 0.863, Loss: 0.139 Epoch 9 Batch 69/269 - Train Accuracy: 0.862, Validation Accuracy: 0.858, Loss: 0.150 Epoch 9 Batch 70/269 - Train Accuracy: 0.884, Validation Accuracy: 0.864, Loss: 0.133 Epoch 9 Batch 71/269 - Train Accuracy: 0.881, Validation Accuracy: 0.859, Loss: 0.141 Epoch 9 Batch 72/269 - Train Accuracy: 0.864, Validation Accuracy: 0.850, Loss: 0.131 Epoch 9 Batch 73/269 - Train Accuracy: 0.866, Validation Accuracy: 0.857, Loss: 0.141 Epoch 9 Batch 74/269 - Train Accuracy: 0.873, Validation Accuracy: 0.849, Loss: 0.131 Epoch 9 Batch 75/269 - Train Accuracy: 0.879, Validation Accuracy: 0.866, Loss: 0.132 Epoch 9 Batch 76/269 - Train Accuracy: 0.865, Validation Accuracy: 0.860, Loss: 0.129 Epoch 9 Batch 77/269 - Train Accuracy: 0.876, Validation Accuracy: 0.853, Loss: 0.126 Epoch 9 Batch 78/269 - Train Accuracy: 0.876, Validation Accuracy: 0.858, Loss: 0.129 Epoch 9 Batch 79/269 - Train Accuracy: 0.852, Validation Accuracy: 0.860, Loss: 0.129 Epoch 9 Batch 80/269 - Train Accuracy: 0.872, Validation Accuracy: 0.862, Loss: 0.125 Epoch 9 Batch 81/269 - Train Accuracy: 0.867, Validation Accuracy: 0.861, Loss: 0.136 Epoch 9 Batch 82/269 - Train Accuracy: 0.893, Validation Accuracy: 0.853, Loss: 0.116 Epoch 9 Batch 83/269 - Train Accuracy: 0.866, Validation Accuracy: 0.852, Loss: 0.139 Epoch 9 Batch 84/269 - Train Accuracy: 0.863, Validation Accuracy: 0.846, Loss: 0.128 Epoch 9 Batch 85/269 - Train Accuracy: 0.882, Validation Accuracy: 0.857, Loss: 0.123 Epoch 9 Batch 86/269 - Train Accuracy: 0.874, Validation Accuracy: 0.858, Loss: 0.122 Epoch 9 Batch 87/269 - Train Accuracy: 0.849, Validation Accuracy: 0.845, Loss: 0.137 Epoch 9 Batch 88/269 - Train Accuracy: 0.854, Validation Accuracy: 0.861, Loss: 0.132 Epoch 9 Batch 89/269 - Train Accuracy: 0.890, Validation Accuracy: 0.859, Loss: 0.126 Epoch 9 Batch 90/269 - Train Accuracy: 0.866, Validation Accuracy: 0.858, Loss: 0.135 Epoch 9 Batch 91/269 - Train Accuracy: 0.881, Validation Accuracy: 0.859, Loss: 0.124 Epoch 9 Batch 92/269 - Train Accuracy: 0.879, Validation Accuracy: 0.857, Loss: 0.123 Epoch 9 Batch 93/269 - Train Accuracy: 0.880, Validation Accuracy: 0.864, Loss: 0.126 Epoch 9 Batch 94/269 - Train Accuracy: 0.871, Validation Accuracy: 0.856, Loss: 0.139 Epoch 9 Batch 95/269 - Train Accuracy: 0.879, Validation Accuracy: 0.862, Loss: 0.125 Epoch 9 Batch 96/269 - Train Accuracy: 0.855, Validation Accuracy: 0.869, Loss: 0.137 Epoch 9 Batch 97/269 - Train Accuracy: 0.875, Validation Accuracy: 0.860, Loss: 0.124 Epoch 9 Batch 98/269 - Train Accuracy: 0.886, Validation Accuracy: 0.862, Loss: 0.125 Epoch 9 Batch 99/269 - Train Accuracy: 0.867, Validation Accuracy: 0.863, Loss: 0.127 Epoch 9 Batch 100/269 - Train Accuracy: 0.883, Validation Accuracy: 0.856, Loss: 0.121 Epoch 9 Batch 101/269 - Train Accuracy: 0.862, Validation Accuracy: 0.869, Loss: 0.141 Epoch 9 Batch 102/269 - Train Accuracy: 0.873, Validation Accuracy: 0.871, Loss: 0.119 Epoch 9 Batch 103/269 - Train Accuracy: 0.873, Validation Accuracy: 0.858, Loss: 0.133 Epoch 9 Batch 104/269 - Train Accuracy: 0.868, Validation Accuracy: 0.855, Loss: 0.122 Epoch 9 Batch 105/269 - Train Accuracy: 0.867, Validation Accuracy: 0.871, Loss: 0.124 Epoch 9 Batch 106/269 - Train Accuracy: 0.875, Validation Accuracy: 0.869, Loss: 0.117 Epoch 9 Batch 107/269 - Train Accuracy: 0.885, Validation Accuracy: 0.864, Loss: 0.124 Epoch 9 Batch 108/269 - Train Accuracy: 0.889, Validation Accuracy: 0.868, Loss: 0.122 Epoch 9 Batch 109/269 - Train Accuracy: 0.853, Validation Accuracy: 0.859, Loss: 0.127 Epoch 9 Batch 110/269 - Train Accuracy: 0.879, Validation Accuracy: 0.861, Loss: 0.124 Epoch 9 Batch 111/269 - Train Accuracy: 0.869, Validation Accuracy: 0.864, Loss: 0.135 Epoch 9 Batch 112/269 - Train Accuracy: 0.881, Validation Accuracy: 0.864, Loss: 0.125 Epoch 9 Batch 113/269 - Train Accuracy: 0.876, Validation Accuracy: 0.868, Loss: 0.120 Epoch 9 Batch 114/269 - Train Accuracy: 0.875, Validation Accuracy: 0.864, Loss: 0.123 Epoch 9 Batch 115/269 - Train Accuracy: 0.859, Validation Accuracy: 0.861, Loss: 0.128 Epoch 9 Batch 116/269 - Train Accuracy: 0.878, Validation Accuracy: 0.866, Loss: 0.128 Epoch 9 Batch 117/269 - Train Accuracy: 0.879, Validation Accuracy: 0.864, Loss: 0.120 Epoch 9 Batch 118/269 - Train Accuracy: 0.883, Validation Accuracy: 0.861, Loss: 0.113 Epoch 9 Batch 119/269 - Train Accuracy: 0.879, Validation Accuracy: 0.870, Loss: 0.129 Epoch 9 Batch 120/269 - Train Accuracy: 0.874, Validation Accuracy: 0.857, Loss: 0.123 Epoch 9 Batch 121/269 - Train Accuracy: 0.883, Validation Accuracy: 0.870, Loss: 0.115 Epoch 9 Batch 122/269 - Train Accuracy: 0.879, Validation Accuracy: 0.868, Loss: 0.115 Epoch 9 Batch 123/269 - Train Accuracy: 0.880, Validation Accuracy: 0.864, Loss: 0.125 Epoch 9 Batch 124/269 - Train Accuracy: 0.873, Validation Accuracy: 0.866, Loss: 0.113 Epoch 9 Batch 125/269 - Train Accuracy: 0.871, Validation Accuracy: 0.871, Loss: 0.116 Epoch 9 Batch 126/269 - Train Accuracy: 0.867, Validation Accuracy: 0.861, Loss: 0.117 Epoch 9 Batch 127/269 - Train Accuracy: 0.858, Validation Accuracy: 0.868, Loss: 0.127 Epoch 9 Batch 128/269 - Train Accuracy: 0.884, Validation Accuracy: 0.870, Loss: 0.125 Epoch 9 Batch 129/269 - Train Accuracy: 0.857, Validation Accuracy: 0.868, Loss: 0.118 Epoch 9 Batch 130/269 - Train Accuracy: 0.871, Validation Accuracy: 0.875, Loss: 0.128 Epoch 9 Batch 131/269 - Train Accuracy: 0.842, Validation Accuracy: 0.861, Loss: 0.125 Epoch 9 Batch 132/269 - Train Accuracy: 0.857, Validation Accuracy: 0.873, Loss: 0.126 Epoch 9 Batch 133/269 - Train Accuracy: 0.892, Validation Accuracy: 0.872, Loss: 0.113 Epoch 9 Batch 134/269 - Train Accuracy: 0.860, Validation Accuracy: 0.852, Loss: 0.122 Epoch 9 Batch 135/269 - Train Accuracy: 0.867, Validation Accuracy: 0.870, Loss: 0.131 Epoch 9 Batch 136/269 - Train Accuracy: 0.858, Validation Accuracy: 0.856, Loss: 0.130 Epoch 9 Batch 137/269 - Train Accuracy: 0.874, Validation Accuracy: 0.866, Loss: 0.130 Epoch 9 Batch 138/269 - Train Accuracy: 0.868, Validation Accuracy: 0.871, Loss: 0.116 Epoch 9 Batch 139/269 - Train Accuracy: 0.879, Validation Accuracy: 0.863, Loss: 0.112 Epoch 9 Batch 140/269 - Train Accuracy: 0.882, Validation Accuracy: 0.869, Loss: 0.125 Epoch 9 Batch 141/269 - Train Accuracy: 0.867, Validation Accuracy: 0.863, Loss: 0.124 Epoch 9 Batch 142/269 - Train Accuracy: 0.860, Validation Accuracy: 0.861, Loss: 0.117 Epoch 9 Batch 143/269 - Train Accuracy: 0.883, Validation Accuracy: 0.878, Loss: 0.113 Epoch 9 Batch 144/269 - Train Accuracy: 0.890, Validation Accuracy: 0.875, Loss: 0.107 Epoch 9 Batch 145/269 - Train Accuracy: 0.875, Validation Accuracy: 0.874, Loss: 0.113 Epoch 9 Batch 146/269 - Train Accuracy: 0.880, Validation Accuracy: 0.868, Loss: 0.117 Epoch 9 Batch 147/269 - Train Accuracy: 0.878, Validation Accuracy: 0.863, Loss: 0.117 Epoch 9 Batch 148/269 - Train Accuracy: 0.870, Validation Accuracy: 0.871, Loss: 0.122 Epoch 9 Batch 149/269 - Train Accuracy: 0.871, Validation Accuracy: 0.870, Loss: 0.129 Epoch 9 Batch 150/269 - Train Accuracy: 0.882, Validation Accuracy: 0.868, Loss: 0.119 Epoch 9 Batch 151/269 - Train Accuracy: 0.885, Validation Accuracy: 0.870, Loss: 0.119 Epoch 9 Batch 152/269 - Train Accuracy: 0.874, Validation Accuracy: 0.871, Loss: 0.118 Epoch 9 Batch 153/269 - Train Accuracy: 0.874, Validation Accuracy: 0.863, Loss: 0.116 Epoch 9 Batch 154/269 - Train Accuracy: 0.891, Validation Accuracy: 0.870, Loss: 0.117 Epoch 9 Batch 155/269 - Train Accuracy: 0.879, Validation Accuracy: 0.871, Loss: 0.116 Epoch 9 Batch 156/269 - Train Accuracy: 0.874, Validation Accuracy: 0.868, Loss: 0.122 Epoch 9 Batch 157/269 - Train Accuracy: 0.866, Validation Accuracy: 0.872, Loss: 0.112 Epoch 9 Batch 158/269 - Train Accuracy: 0.880, Validation Accuracy: 0.865, Loss: 0.117 Epoch 9 Batch 159/269 - Train Accuracy: 0.858, Validation Accuracy: 0.874, Loss: 0.123 Epoch 9 Batch 160/269 - Train Accuracy: 0.887, Validation Accuracy: 0.874, Loss: 0.118 Epoch 9 Batch 161/269 - Train Accuracy: 0.858, Validation Accuracy: 0.854, Loss: 0.117 Epoch 9 Batch 162/269 - Train Accuracy: 0.899, Validation Accuracy: 0.877, Loss: 0.119 Epoch 9 Batch 163/269 - Train Accuracy: 0.887, Validation Accuracy: 0.872, Loss: 0.118 Epoch 9 Batch 164/269 - Train Accuracy: 0.877, Validation Accuracy: 0.856, Loss: 0.115 Epoch 9 Batch 165/269 - Train Accuracy: 0.877, Validation Accuracy: 0.874, Loss: 0.116 Epoch 9 Batch 166/269 - Train Accuracy: 0.878, Validation Accuracy: 0.872, Loss: 0.117 Epoch 9 Batch 167/269 - Train Accuracy: 0.886, Validation Accuracy: 0.871, Loss: 0.115 Epoch 9 Batch 168/269 - Train Accuracy: 0.873, Validation Accuracy: 0.866, Loss: 0.120 Epoch 9 Batch 169/269 - Train Accuracy: 0.865, Validation Accuracy: 0.859, Loss: 0.122 Epoch 9 Batch 170/269 - Train Accuracy: 0.883, Validation Accuracy: 0.871, Loss: 0.120 Epoch 9 Batch 171/269 - Train Accuracy: 0.888, Validation Accuracy: 0.879, Loss: 0.117 Epoch 9 Batch 172/269 - Train Accuracy: 0.865, Validation Accuracy: 0.870, Loss: 0.128 Epoch 9 Batch 173/269 - Train Accuracy: 0.889, Validation Accuracy: 0.879, Loss: 0.116 Epoch 9 Batch 174/269 - Train Accuracy: 0.879, Validation Accuracy: 0.872, Loss: 0.117 Epoch 9 Batch 175/269 - Train Accuracy: 0.851, Validation Accuracy: 0.857, Loss: 0.134 Epoch 9 Batch 176/269 - Train Accuracy: 0.835, Validation Accuracy: 0.850, Loss: 0.145 Epoch 9 Batch 177/269 - Train Accuracy: 0.866, Validation Accuracy: 0.854, Loss: 0.141 Epoch 9 Batch 178/269 - Train Accuracy: 0.876, Validation Accuracy: 0.859, Loss: 0.122 Epoch 9 Batch 179/269 - Train Accuracy: 0.874, Validation Accuracy: 0.869, Loss: 0.116 Epoch 9 Batch 180/269 - Train Accuracy: 0.890, Validation Accuracy: 0.868, Loss: 0.118 Epoch 9 Batch 181/269 - Train Accuracy: 0.858, Validation Accuracy: 0.863, Loss: 0.124 Epoch 9 Batch 182/269 - Train Accuracy: 0.876, Validation Accuracy: 0.863, Loss: 0.124 Epoch 9 Batch 183/269 - Train Accuracy: 0.897, Validation Accuracy: 0.877, Loss: 0.109 Epoch 9 Batch 184/269 - Train Accuracy: 0.868, Validation Accuracy: 0.875, Loss: 0.115 Epoch 9 Batch 185/269 - Train Accuracy: 0.891, Validation Accuracy: 0.877, Loss: 0.120 Epoch 9 Batch 186/269 - Train Accuracy: 0.885, Validation Accuracy: 0.878, Loss: 0.116 Epoch 9 Batch 187/269 - Train Accuracy: 0.890, Validation Accuracy: 0.874, Loss: 0.109 Epoch 9 Batch 188/269 - Train Accuracy: 0.900, Validation Accuracy: 0.873, Loss: 0.110 Epoch 9 Batch 189/269 - Train Accuracy: 0.887, Validation Accuracy: 0.872, Loss: 0.110 Epoch 9 Batch 190/269 - Train Accuracy: 0.893, Validation Accuracy: 0.870, Loss: 0.107 Epoch 9 Batch 191/269 - Train Accuracy: 0.882, Validation Accuracy: 0.875, Loss: 0.113 Epoch 9 Batch 192/269 - Train Accuracy: 0.893, Validation Accuracy: 0.876, Loss: 0.115 Epoch 9 Batch 193/269 - Train Accuracy: 0.892, Validation Accuracy: 0.873, Loss: 0.109 Epoch 9 Batch 194/269 - Train Accuracy: 0.874, Validation Accuracy: 0.867, Loss: 0.117 Epoch 9 Batch 195/269 - Train Accuracy: 0.873, Validation Accuracy: 0.864, Loss: 0.116 Epoch 9 Batch 196/269 - Train Accuracy: 0.880, Validation Accuracy: 0.869, Loss: 0.109 Epoch 9 Batch 197/269 - Train Accuracy: 0.869, Validation Accuracy: 0.868, Loss: 0.120 Epoch 9 Batch 198/269 - Train Accuracy: 0.884, Validation Accuracy: 0.873, Loss: 0.117 Epoch 9 Batch 199/269 - Train Accuracy: 0.865, Validation Accuracy: 0.864, Loss: 0.120 Epoch 9 Batch 200/269 - Train Accuracy: 0.872, Validation Accuracy: 0.869, Loss: 0.115 Epoch 9 Batch 201/269 - Train Accuracy: 0.874, Validation Accuracy: 0.872, Loss: 0.116 Epoch 9 Batch 202/269 - Train Accuracy: 0.874, Validation Accuracy: 0.863, Loss: 0.111 Epoch 9 Batch 203/269 - Train Accuracy: 0.885, Validation Accuracy: 0.875, Loss: 0.120 Epoch 9 Batch 204/269 - Train Accuracy: 0.870, Validation Accuracy: 0.874, Loss: 0.117 Epoch 9 Batch 205/269 - Train Accuracy: 0.880, Validation Accuracy: 0.874, Loss: 0.112 Epoch 9 Batch 206/269 - Train Accuracy: 0.864, Validation Accuracy: 0.874, Loss: 0.121 Epoch 9 Batch 207/269 - Train Accuracy: 0.876, Validation Accuracy: 0.874, Loss: 0.109 Epoch 9 Batch 208/269 - Train Accuracy: 0.880, Validation Accuracy: 0.861, Loss: 0.115 Epoch 9 Batch 209/269 - Train Accuracy: 0.884, Validation Accuracy: 0.867, Loss: 0.109 Epoch 9 Batch 210/269 - Train Accuracy: 0.890, Validation Accuracy: 0.867, Loss: 0.107 Epoch 9 Batch 211/269 - Train Accuracy: 0.887, Validation Accuracy: 0.871, Loss: 0.112 Epoch 9 Batch 212/269 - Train Accuracy: 0.889, Validation Accuracy: 0.877, Loss: 0.116 Epoch 9 Batch 213/269 - Train Accuracy: 0.883, Validation Accuracy: 0.869, Loss: 0.107 Epoch 9 Batch 214/269 - Train Accuracy: 0.867, Validation Accuracy: 0.881, Loss: 0.113 Epoch 9 Batch 215/269 - Train Accuracy: 0.901, Validation Accuracy: 0.875, Loss: 0.105 Epoch 9 Batch 216/269 - Train Accuracy: 0.855, Validation Accuracy: 0.873, Loss: 0.128 Epoch 9 Batch 217/269 - Train Accuracy: 0.868, Validation Accuracy: 0.878, Loss: 0.115 Epoch 9 Batch 218/269 - Train Accuracy: 0.881, Validation Accuracy: 0.871, Loss: 0.108 Epoch 9 Batch 219/269 - Train Accuracy: 0.887, Validation Accuracy: 0.876, Loss: 0.115 Epoch 9 Batch 220/269 - Train Accuracy: 0.896, Validation Accuracy: 0.869, Loss: 0.105 Epoch 9 Batch 221/269 - Train Accuracy: 0.883, Validation Accuracy: 0.872, Loss: 0.109 Epoch 9 Batch 222/269 - Train Accuracy: 0.895, Validation Accuracy: 0.876, Loss: 0.104 Epoch 9 Batch 223/269 - Train Accuracy: 0.877, Validation Accuracy: 0.871, Loss: 0.104 Epoch 9 Batch 224/269 - Train Accuracy: 0.869, Validation Accuracy: 0.870, Loss: 0.117 Epoch 9 Batch 225/269 - Train Accuracy: 0.872, Validation Accuracy: 0.879, Loss: 0.104 Epoch 9 Batch 226/269 - Train Accuracy: 0.886, Validation Accuracy: 0.876, Loss: 0.111 Epoch 9 Batch 227/269 - Train Accuracy: 0.897, Validation Accuracy: 0.875, Loss: 0.109 Epoch 9 Batch 228/269 - Train Accuracy: 0.870, Validation Accuracy: 0.880, Loss: 0.102 Epoch 9 Batch 229/269 - Train Accuracy: 0.879, Validation Accuracy: 0.877, Loss: 0.105 Epoch 9 Batch 230/269 - Train Accuracy: 0.889, Validation Accuracy: 0.881, Loss: 0.105 Epoch 9 Batch 231/269 - Train Accuracy: 0.882, Validation Accuracy: 0.884, Loss: 0.109 Epoch 9 Batch 232/269 - Train Accuracy: 0.877, Validation Accuracy: 0.875, Loss: 0.104 Epoch 9 Batch 233/269 - Train Accuracy: 0.900, Validation Accuracy: 0.879, Loss: 0.113 Epoch 9 Batch 234/269 - Train Accuracy: 0.882, Validation Accuracy: 0.874, Loss: 0.104 Epoch 9 Batch 235/269 - Train Accuracy: 0.902, Validation Accuracy: 0.875, Loss: 0.098 Epoch 9 Batch 236/269 - Train Accuracy: 0.880, Validation Accuracy: 0.874, Loss: 0.100 Epoch 9 Batch 237/269 - Train Accuracy: 0.878, Validation Accuracy: 0.869, Loss: 0.107 Epoch 9 Batch 238/269 - Train Accuracy: 0.885, Validation Accuracy: 0.873, Loss: 0.103 Epoch 9 Batch 239/269 - Train Accuracy: 0.884, Validation Accuracy: 0.872, Loss: 0.103 Epoch 9 Batch 240/269 - Train Accuracy: 0.905, Validation Accuracy: 0.873, Loss: 0.100 Epoch 9 Batch 241/269 - Train Accuracy: 0.876, Validation Accuracy: 0.873, Loss: 0.116 Epoch 9 Batch 242/269 - Train Accuracy: 0.898, Validation Accuracy: 0.877, Loss: 0.103 Epoch 9 Batch 243/269 - Train Accuracy: 0.903, Validation Accuracy: 0.884, Loss: 0.097 Epoch 9 Batch 244/269 - Train Accuracy: 0.879, Validation Accuracy: 0.881, Loss: 0.108 Epoch 9 Batch 245/269 - Train Accuracy: 0.862, Validation Accuracy: 0.875, Loss: 0.111 Epoch 9 Batch 246/269 - Train Accuracy: 0.878, Validation Accuracy: 0.877, Loss: 0.110 Epoch 9 Batch 247/269 - Train Accuracy: 0.888, Validation Accuracy: 0.879, Loss: 0.104 Epoch 9 Batch 248/269 - Train Accuracy: 0.891, Validation Accuracy: 0.877, Loss: 0.101 Epoch 9 Batch 249/269 - Train Accuracy: 0.892, Validation Accuracy: 0.881, Loss: 0.098 Epoch 9 Batch 250/269 - Train Accuracy: 0.891, Validation Accuracy: 0.879, Loss: 0.102 Epoch 9 Batch 251/269 - Train Accuracy: 0.908, Validation Accuracy: 0.885, Loss: 0.098 Epoch 9 Batch 252/269 - Train Accuracy: 0.890, Validation Accuracy: 0.885, Loss: 0.097 Epoch 9 Batch 253/269 - Train Accuracy: 0.882, Validation Accuracy: 0.880, Loss: 0.110 Epoch 9 Batch 254/269 - Train Accuracy: 0.899, Validation Accuracy: 0.887, Loss: 0.103 Epoch 9 Batch 255/269 - Train Accuracy: 0.891, Validation Accuracy: 0.882, Loss: 0.102 Epoch 9 Batch 256/269 - Train Accuracy: 0.873, Validation Accuracy: 0.882, Loss: 0.101 Epoch 9 Batch 257/269 - Train Accuracy: 0.872, Validation Accuracy: 0.881, Loss: 0.112 Epoch 9 Batch 258/269 - Train Accuracy: 0.876, Validation Accuracy: 0.881, Loss: 0.109 Epoch 9 Batch 259/269 - Train Accuracy: 0.894, Validation Accuracy: 0.881, Loss: 0.102 Epoch 9 Batch 260/269 - Train Accuracy: 0.877, Validation Accuracy: 0.873, Loss: 0.113 Epoch 9 Batch 261/269 - Train Accuracy: 0.877, Validation Accuracy: 0.876, Loss: 0.103 Epoch 9 Batch 262/269 - Train Accuracy: 0.901, Validation Accuracy: 0.881, Loss: 0.103 Epoch 9 Batch 263/269 - Train Accuracy: 0.886, Validation Accuracy: 0.886, Loss: 0.106 Epoch 9 Batch 264/269 - Train Accuracy: 0.861, Validation Accuracy: 0.881, Loss: 0.114 Epoch 9 Batch 265/269 - Train Accuracy: 0.888, Validation Accuracy: 0.881, Loss: 0.101 Epoch 9 Batch 266/269 - Train Accuracy: 0.891, Validation Accuracy: 0.879, Loss: 0.098 Epoch 9 Batch 267/269 - Train Accuracy: 0.877, Validation Accuracy: 0.874, Loss: 0.114 Epoch 10 Batch 0/269 - Train Accuracy: 0.888, Validation Accuracy: 0.882, Loss: 0.113 Epoch 10 Batch 1/269 - Train Accuracy: 0.876, Validation Accuracy: 0.883, Loss: 0.103 Epoch 10 Batch 2/269 - Train Accuracy: 0.877, Validation Accuracy: 0.881, Loss: 0.107 Epoch 10 Batch 3/269 - Train Accuracy: 0.901, Validation Accuracy: 0.885, Loss: 0.104 Epoch 10 Batch 4/269 - Train Accuracy: 0.881, Validation Accuracy: 0.881, Loss: 0.106 Epoch 10 Batch 5/269 - Train Accuracy: 0.888, Validation Accuracy: 0.875, Loss: 0.104 Epoch 10 Batch 6/269 - Train Accuracy: 0.896, Validation Accuracy: 0.869, Loss: 0.097 Epoch 10 Batch 7/269 - Train Accuracy: 0.884, Validation Accuracy: 0.874, Loss: 0.100 Epoch 10 Batch 8/269 - Train Accuracy: 0.900, Validation Accuracy: 0.877, Loss: 0.104 Epoch 10 Batch 9/269 - Train Accuracy: 0.883, Validation Accuracy: 0.876, Loss: 0.107 Epoch 10 Batch 10/269 - Train Accuracy: 0.890, Validation Accuracy: 0.879, Loss: 0.098 Epoch 10 Batch 11/269 - Train Accuracy: 0.882, Validation Accuracy: 0.876, Loss: 0.108 Epoch 10 Batch 12/269 - Train Accuracy: 0.884, Validation Accuracy: 0.882, Loss: 0.112 Epoch 10 Batch 13/269 - Train Accuracy: 0.889, Validation Accuracy: 0.881, Loss: 0.092 Epoch 10 Batch 14/269 - Train Accuracy: 0.884, Validation Accuracy: 0.880, Loss: 0.104 Epoch 10 Batch 15/269 - Train Accuracy: 0.889, Validation Accuracy: 0.885, Loss: 0.094 Epoch 10 Batch 16/269 - Train Accuracy: 0.882, Validation Accuracy: 0.877, Loss: 0.109 Epoch 10 Batch 17/269 - Train Accuracy: 0.876, Validation Accuracy: 0.875, Loss: 0.093 Epoch 10 Batch 18/269 - Train Accuracy: 0.880, Validation Accuracy: 0.884, Loss: 0.107 Epoch 10 Batch 19/269 - Train Accuracy: 0.896, Validation Accuracy: 0.880, Loss: 0.088 Epoch 10 Batch 20/269 - Train Accuracy: 0.894, Validation Accuracy: 0.881, Loss: 0.102 Epoch 10 Batch 21/269 - Train Accuracy: 0.875, Validation Accuracy: 0.885, Loss: 0.120 Epoch 10 Batch 22/269 - Train Accuracy: 0.887, Validation Accuracy: 0.881, Loss: 0.096 Epoch 10 Batch 23/269 - Train Accuracy: 0.887, Validation Accuracy: 0.891, Loss: 0.104 Epoch 10 Batch 24/269 - Train Accuracy: 0.889, Validation Accuracy: 0.888, Loss: 0.098 Epoch 10 Batch 25/269 - Train Accuracy: 0.888, Validation Accuracy: 0.889, Loss: 0.107 Epoch 10 Batch 26/269 - Train Accuracy: 0.897, Validation Accuracy: 0.887, Loss: 0.088 Epoch 10 Batch 27/269 - Train Accuracy: 0.902, Validation Accuracy: 0.883, Loss: 0.095 Epoch 10 Batch 28/269 - Train Accuracy: 0.866, Validation Accuracy: 0.881, Loss: 0.110 Epoch 10 Batch 29/269 - Train Accuracy: 0.890, Validation Accuracy: 0.880, Loss: 0.104 Epoch 10 Batch 30/269 - Train Accuracy: 0.894, Validation Accuracy: 0.882, Loss: 0.095 Epoch 10 Batch 31/269 - Train Accuracy: 0.895, Validation Accuracy: 0.889, Loss: 0.098 Epoch 10 Batch 32/269 - Train Accuracy: 0.885, Validation Accuracy: 0.882, Loss: 0.095 Epoch 10 Batch 33/269 - Train Accuracy: 0.894, Validation Accuracy: 0.881, Loss: 0.093 Epoch 10 Batch 34/269 - Train Accuracy: 0.888, Validation Accuracy: 0.879, Loss: 0.095 Epoch 10 Batch 35/269 - Train Accuracy: 0.891, Validation Accuracy: 0.882, Loss: 0.106 Epoch 10 Batch 36/269 - Train Accuracy: 0.869, Validation Accuracy: 0.872, Loss: 0.100 Epoch 10 Batch 37/269 - Train Accuracy: 0.889, Validation Accuracy: 0.882, Loss: 0.103 Epoch 10 Batch 38/269 - Train Accuracy: 0.888, Validation Accuracy: 0.886, Loss: 0.097 Epoch 10 Batch 39/269 - Train Accuracy: 0.888, Validation Accuracy: 0.883, Loss: 0.099 Epoch 10 Batch 40/269 - Train Accuracy: 0.872, Validation Accuracy: 0.883, Loss: 0.100 Epoch 10 Batch 41/269 - Train Accuracy: 0.883, Validation Accuracy: 0.878, Loss: 0.101 Epoch 10 Batch 42/269 - Train Accuracy: 0.900, Validation Accuracy: 0.886, Loss: 0.091 Epoch 10 Batch 43/269 - Train Accuracy: 0.898, Validation Accuracy: 0.883, Loss: 0.097 Epoch 10 Batch 44/269 - Train Accuracy: 0.896, Validation Accuracy: 0.887, Loss: 0.098 Epoch 10 Batch 45/269 - Train Accuracy: 0.890, Validation Accuracy: 0.886, Loss: 0.099 Epoch 10 Batch 46/269 - Train Accuracy: 0.895, Validation Accuracy: 0.890, Loss: 0.097 Epoch 10 Batch 47/269 - Train Accuracy: 0.898, Validation Accuracy: 0.889, Loss: 0.087 Epoch 10 Batch 48/269 - Train Accuracy: 0.896, Validation Accuracy: 0.886, Loss: 0.094 Epoch 10 Batch 49/269 - Train Accuracy: 0.888, Validation Accuracy: 0.887, Loss: 0.093 Epoch 10 Batch 50/269 - Train Accuracy: 0.875, Validation Accuracy: 0.880, Loss: 0.107 Epoch 10 Batch 51/269 - Train Accuracy: 0.896, Validation Accuracy: 0.882, Loss: 0.095 Epoch 10 Batch 52/269 - Train Accuracy: 0.887, Validation Accuracy: 0.880, Loss: 0.088 Epoch 10 Batch 53/269 - Train Accuracy: 0.892, Validation Accuracy: 0.881, Loss: 0.103 Epoch 10 Batch 54/269 - Train Accuracy: 0.901, Validation Accuracy: 0.886, Loss: 0.094 Epoch 10 Batch 55/269 - Train Accuracy: 0.902, Validation Accuracy: 0.886, Loss: 0.091 Epoch 10 Batch 56/269 - Train Accuracy: 0.891, Validation Accuracy: 0.882, Loss: 0.099 Epoch 10 Batch 57/269 - Train Accuracy: 0.890, Validation Accuracy: 0.881, Loss: 0.101 Epoch 10 Batch 58/269 - Train Accuracy: 0.898, Validation Accuracy: 0.882, Loss: 0.094 Epoch 10 Batch 59/269 - Train Accuracy: 0.906, Validation Accuracy: 0.883, Loss: 0.081 Epoch 10 Batch 60/269 - Train Accuracy: 0.897, Validation Accuracy: 0.884, Loss: 0.090 Epoch 10 Batch 61/269 - Train Accuracy: 0.898, Validation Accuracy: 0.882, Loss: 0.088 Epoch 10 Batch 62/269 - Train Accuracy: 0.887, Validation Accuracy: 0.889, Loss: 0.098 Epoch 10 Batch 63/269 - Train Accuracy: 0.879, Validation Accuracy: 0.885, Loss: 0.104 Epoch 10 Batch 64/269 - Train Accuracy: 0.892, Validation Accuracy: 0.880, Loss: 0.089 Epoch 10 Batch 65/269 - Train Accuracy: 0.884, Validation Accuracy: 0.891, Loss: 0.090 Epoch 10 Batch 66/269 - Train Accuracy: 0.882, Validation Accuracy: 0.888, Loss: 0.095 Epoch 10 Batch 67/269 - Train Accuracy: 0.896, Validation Accuracy: 0.887, Loss: 0.099 Epoch 10 Batch 68/269 - Train Accuracy: 0.879, Validation Accuracy: 0.890, Loss: 0.103 Epoch 10 Batch 69/269 - Train Accuracy: 0.873, Validation Accuracy: 0.888, Loss: 0.111 Epoch 10 Batch 70/269 - Train Accuracy: 0.902, Validation Accuracy: 0.888, Loss: 0.097 Epoch 10 Batch 71/269 - Train Accuracy: 0.901, Validation Accuracy: 0.886, Loss: 0.105 Epoch 10 Batch 72/269 - Train Accuracy: 0.893, Validation Accuracy: 0.892, Loss: 0.101 Epoch 10 Batch 73/269 - Train Accuracy: 0.882, Validation Accuracy: 0.889, Loss: 0.102 Epoch 10 Batch 74/269 - Train Accuracy: 0.890, Validation Accuracy: 0.888, Loss: 0.092 Epoch 10 Batch 75/269 - Train Accuracy: 0.894, Validation Accuracy: 0.889, Loss: 0.096 Epoch 10 Batch 76/269 - Train Accuracy: 0.879, Validation Accuracy: 0.885, Loss: 0.091 Epoch 10 Batch 77/269 - Train Accuracy: 0.897, Validation Accuracy: 0.885, Loss: 0.093 Epoch 10 Batch 78/269 - Train Accuracy: 0.902, Validation Accuracy: 0.891, Loss: 0.095 Epoch 10 Batch 79/269 - Train Accuracy: 0.877, Validation Accuracy: 0.877, Loss: 0.095 Epoch 10 Batch 80/269 - Train Accuracy: 0.893, Validation Accuracy: 0.888, Loss: 0.093 Epoch 10 Batch 81/269 - Train Accuracy: 0.888, Validation Accuracy: 0.885, Loss: 0.104 Epoch 10 Batch 82/269 - Train Accuracy: 0.908, Validation Accuracy: 0.885, Loss: 0.086 Epoch 10 Batch 83/269 - Train Accuracy: 0.891, Validation Accuracy: 0.877, Loss: 0.105 Epoch 10 Batch 84/269 - Train Accuracy: 0.884, Validation Accuracy: 0.884, Loss: 0.095 Epoch 10 Batch 85/269 - Train Accuracy: 0.901, Validation Accuracy: 0.887, Loss: 0.091 Epoch 10 Batch 86/269 - Train Accuracy: 0.894, Validation Accuracy: 0.882, Loss: 0.087 Epoch 10 Batch 87/269 - Train Accuracy: 0.877, Validation Accuracy: 0.883, Loss: 0.102 Epoch 10 Batch 88/269 - Train Accuracy: 0.876, Validation Accuracy: 0.879, Loss: 0.098 Epoch 10 Batch 89/269 - Train Accuracy: 0.912, Validation Accuracy: 0.881, Loss: 0.090 Epoch 10 Batch 90/269 - Train Accuracy: 0.884, Validation Accuracy: 0.879, Loss: 0.097 Epoch 10 Batch 91/269 - Train Accuracy: 0.900, Validation Accuracy: 0.881, Loss: 0.092 Epoch 10 Batch 92/269 - Train Accuracy: 0.907, Validation Accuracy: 0.889, Loss: 0.089 Epoch 10 Batch 93/269 - Train Accuracy: 0.905, Validation Accuracy: 0.887, Loss: 0.089 Epoch 10 Batch 94/269 - Train Accuracy: 0.880, Validation Accuracy: 0.884, Loss: 0.101 Epoch 10 Batch 95/269 - Train Accuracy: 0.897, Validation Accuracy: 0.887, Loss: 0.090 Epoch 10 Batch 96/269 - Train Accuracy: 0.869, Validation Accuracy: 0.884, Loss: 0.096 Epoch 10 Batch 97/269 - Train Accuracy: 0.890, Validation Accuracy: 0.884, Loss: 0.093 Epoch 10 Batch 98/269 - Train Accuracy: 0.902, Validation Accuracy: 0.888, Loss: 0.092 Epoch 10 Batch 99/269 - Train Accuracy: 0.873, Validation Accuracy: 0.872, Loss: 0.090 Epoch 10 Batch 100/269 - Train Accuracy: 0.907, Validation Accuracy: 0.889, Loss: 0.093 Epoch 10 Batch 101/269 - Train Accuracy: 0.882, Validation Accuracy: 0.885, Loss: 0.103 Epoch 10 Batch 102/269 - Train Accuracy: 0.884, Validation Accuracy: 0.885, Loss: 0.088 Epoch 10 Batch 103/269 - Train Accuracy: 0.894, Validation Accuracy: 0.893, Loss: 0.101 Epoch 10 Batch 104/269 - Train Accuracy: 0.885, Validation Accuracy: 0.893, Loss: 0.088 Epoch 10 Batch 105/269 - Train Accuracy: 0.891, Validation Accuracy: 0.888, Loss: 0.091 Epoch 10 Batch 106/269 - Train Accuracy: 0.900, Validation Accuracy: 0.891, Loss: 0.085 Epoch 10 Batch 107/269 - Train Accuracy: 0.906, Validation Accuracy: 0.883, Loss: 0.091 Epoch 10 Batch 108/269 - Train Accuracy: 0.899, Validation Accuracy: 0.882, Loss: 0.090 Epoch 10 Batch 109/269 - Train Accuracy: 0.865, Validation Accuracy: 0.882, Loss: 0.094 Epoch 10 Batch 110/269 - Train Accuracy: 0.899, Validation Accuracy: 0.886, Loss: 0.091 Epoch 10 Batch 111/269 - Train Accuracy: 0.887, Validation Accuracy: 0.883, Loss: 0.100 Epoch 10 Batch 112/269 - Train Accuracy: 0.894, Validation Accuracy: 0.886, Loss: 0.092 Epoch 10 Batch 113/269 - Train Accuracy: 0.893, Validation Accuracy: 0.887, Loss: 0.089 Epoch 10 Batch 114/269 - Train Accuracy: 0.889, Validation Accuracy: 0.886, Loss: 0.090 Epoch 10 Batch 115/269 - Train Accuracy: 0.895, Validation Accuracy: 0.888, Loss: 0.093 Epoch 10 Batch 116/269 - Train Accuracy: 0.905, Validation Accuracy: 0.890, Loss: 0.092 Epoch 10 Batch 117/269 - Train Accuracy: 0.894, Validation Accuracy: 0.898, Loss: 0.086 Epoch 10 Batch 118/269 - Train Accuracy: 0.905, Validation Accuracy: 0.892, Loss: 0.082 Epoch 10 Batch 119/269 - Train Accuracy: 0.898, Validation Accuracy: 0.894, Loss: 0.095 Epoch 10 Batch 120/269 - Train Accuracy: 0.901, Validation Accuracy: 0.892, Loss: 0.089 Epoch 10 Batch 121/269 - Train Accuracy: 0.899, Validation Accuracy: 0.892, Loss: 0.081 Epoch 10 Batch 122/269 - Train Accuracy: 0.899, Validation Accuracy: 0.888, Loss: 0.084 Epoch 10 Batch 123/269 - Train Accuracy: 0.891, Validation Accuracy: 0.889, Loss: 0.091 Epoch 10 Batch 124/269 - Train Accuracy: 0.891, Validation Accuracy: 0.893, Loss: 0.080 Epoch 10 Batch 125/269 - Train Accuracy: 0.894, Validation Accuracy: 0.887, Loss: 0.082 Epoch 10 Batch 126/269 - Train Accuracy: 0.883, Validation Accuracy: 0.889, Loss: 0.086 Epoch 10 Batch 127/269 - Train Accuracy: 0.879, Validation Accuracy: 0.894, Loss: 0.091 Epoch 10 Batch 128/269 - Train Accuracy: 0.902, Validation Accuracy: 0.894, Loss: 0.089 Epoch 10 Batch 129/269 - Train Accuracy: 0.880, Validation Accuracy: 0.894, Loss: 0.087 Epoch 10 Batch 130/269 - Train Accuracy: 0.893, Validation Accuracy: 0.902, Loss: 0.094 Epoch 10 Batch 131/269 - Train Accuracy: 0.874, Validation Accuracy: 0.896, Loss: 0.088 Epoch 10 Batch 132/269 - Train Accuracy: 0.872, Validation Accuracy: 0.891, Loss: 0.090 Epoch 10 Batch 133/269 - Train Accuracy: 0.908, Validation Accuracy: 0.888, Loss: 0.080 Epoch 10 Batch 134/269 - Train Accuracy: 0.887, Validation Accuracy: 0.888, Loss: 0.088 Epoch 10 Batch 135/269 - Train Accuracy: 0.893, Validation Accuracy: 0.885, Loss: 0.092 Epoch 10 Batch 136/269 - Train Accuracy: 0.887, Validation Accuracy: 0.893, Loss: 0.095 Epoch 10 Batch 137/269 - Train Accuracy: 0.887, Validation Accuracy: 0.891, Loss: 0.096 Epoch 10 Batch 138/269 - Train Accuracy: 0.887, Validation Accuracy: 0.887, Loss: 0.087 Epoch 10 Batch 139/269 - Train Accuracy: 0.899, Validation Accuracy: 0.887, Loss: 0.082 Epoch 10 Batch 140/269 - Train Accuracy: 0.896, Validation Accuracy: 0.885, Loss: 0.094 Epoch 10 Batch 141/269 - Train Accuracy: 0.882, Validation Accuracy: 0.895, Loss: 0.094 Epoch 10 Batch 142/269 - Train Accuracy: 0.877, Validation Accuracy: 0.895, Loss: 0.088 Epoch 10 Batch 143/269 - Train Accuracy: 0.903, Validation Accuracy: 0.902, Loss: 0.082 Epoch 10 Batch 144/269 - Train Accuracy: 0.905, Validation Accuracy: 0.903, Loss: 0.078 Epoch 10 Batch 145/269 - Train Accuracy: 0.894, Validation Accuracy: 0.895, Loss: 0.087 Epoch 10 Batch 146/269 - Train Accuracy: 0.904, Validation Accuracy: 0.896, Loss: 0.087 Epoch 10 Batch 147/269 - Train Accuracy: 0.901, Validation Accuracy: 0.894, Loss: 0.091 Epoch 10 Batch 148/269 - Train Accuracy: 0.880, Validation Accuracy: 0.883, Loss: 0.097 Epoch 10 Batch 149/269 - Train Accuracy: 0.873, Validation Accuracy: 0.880, Loss: 0.112 Epoch 10 Batch 150/269 - Train Accuracy: 0.896, Validation Accuracy: 0.889, Loss: 0.103 Epoch 10 Batch 151/269 - Train Accuracy: 0.898, Validation Accuracy: 0.894, Loss: 0.097 Epoch 10 Batch 152/269 - Train Accuracy: 0.894, Validation Accuracy: 0.891, Loss: 0.088 Epoch 10 Batch 153/269 - Train Accuracy: 0.888, Validation Accuracy: 0.887, Loss: 0.095 Epoch 10 Batch 154/269 - Train Accuracy: 0.908, Validation Accuracy: 0.890, Loss: 0.093 Epoch 10 Batch 155/269 - Train Accuracy: 0.884, Validation Accuracy: 0.891, Loss: 0.086 Epoch 10 Batch 156/269 - Train Accuracy: 0.885, Validation Accuracy: 0.885, Loss: 0.099 Epoch 10 Batch 157/269 - Train Accuracy: 0.877, Validation Accuracy: 0.894, Loss: 0.093 Epoch 10 Batch 158/269 - Train Accuracy: 0.890, Validation Accuracy: 0.890, Loss: 0.090 Epoch 10 Batch 159/269 - Train Accuracy: 0.888, Validation Accuracy: 0.888, Loss: 0.096 Epoch 10 Batch 160/269 - Train Accuracy: 0.895, Validation Accuracy: 0.893, Loss: 0.094 Epoch 10 Batch 161/269 - Train Accuracy: 0.892, Validation Accuracy: 0.883, Loss: 0.087 Epoch 10 Batch 162/269 - Train Accuracy: 0.911, Validation Accuracy: 0.890, Loss: 0.089 Epoch 10 Batch 163/269 - Train Accuracy: 0.903, Validation Accuracy: 0.890, Loss: 0.091 Epoch 10 Batch 164/269 - Train Accuracy: 0.899, Validation Accuracy: 0.886, Loss: 0.085 Epoch 10 Batch 165/269 - Train Accuracy: 0.890, Validation Accuracy: 0.897, Loss: 0.086 Epoch 10 Batch 166/269 - Train Accuracy: 0.904, Validation Accuracy: 0.893, Loss: 0.085 Epoch 10 Batch 167/269 - Train Accuracy: 0.903, Validation Accuracy: 0.890, Loss: 0.085 Epoch 10 Batch 168/269 - Train Accuracy: 0.898, Validation Accuracy: 0.882, Loss: 0.089 Epoch 10 Batch 169/269 - Train Accuracy: 0.890, Validation Accuracy: 0.889, Loss: 0.085 Epoch 10 Batch 170/269 - Train Accuracy: 0.892, Validation Accuracy: 0.889, Loss: 0.083 Epoch 10 Batch 171/269 - Train Accuracy: 0.908, Validation Accuracy: 0.889, Loss: 0.085 Epoch 10 Batch 172/269 - Train Accuracy: 0.890, Validation Accuracy: 0.890, Loss: 0.098 Epoch 10 Batch 173/269 - Train Accuracy: 0.898, Validation Accuracy: 0.889, Loss: 0.081 Epoch 10 Batch 174/269 - Train Accuracy: 0.898, Validation Accuracy: 0.888, Loss: 0.089 Epoch 10 Batch 175/269 - Train Accuracy: 0.888, Validation Accuracy: 0.894, Loss: 0.100 Epoch 10 Batch 176/269 - Train Accuracy: 0.874, Validation Accuracy: 0.889, Loss: 0.096 Epoch 10 Batch 177/269 - Train Accuracy: 0.899, Validation Accuracy: 0.891, Loss: 0.082 Epoch 10 Batch 178/269 - Train Accuracy: 0.897, Validation Accuracy: 0.887, Loss: 0.080 Epoch 10 Batch 179/269 - Train Accuracy: 0.894, Validation Accuracy: 0.891, Loss: 0.083 Epoch 10 Batch 180/269 - Train Accuracy: 0.910, Validation Accuracy: 0.887, Loss: 0.081 Epoch 10 Batch 181/269 - Train Accuracy: 0.886, Validation Accuracy: 0.894, Loss: 0.092 Epoch 10 Batch 182/269 - Train Accuracy: 0.894, Validation Accuracy: 0.896, Loss: 0.085 Epoch 10 Batch 183/269 - Train Accuracy: 0.911, Validation Accuracy: 0.902, Loss: 0.070 Epoch 10 Batch 184/269 - Train Accuracy: 0.884, Validation Accuracy: 0.903, Loss: 0.084 Epoch 10 Batch 185/269 - Train Accuracy: 0.915, Validation Accuracy: 0.898, Loss: 0.084 Epoch 10 Batch 186/269 - Train Accuracy: 0.897, Validation Accuracy: 0.900, Loss: 0.079 Epoch 10 Batch 187/269 - Train Accuracy: 0.906, Validation Accuracy: 0.897, Loss: 0.080 Epoch 10 Batch 188/269 - Train Accuracy: 0.911, Validation Accuracy: 0.897, Loss: 0.078 Epoch 10 Batch 189/269 - Train Accuracy: 0.902, Validation Accuracy: 0.898, Loss: 0.078 Epoch 10 Batch 190/269 - Train Accuracy: 0.908, Validation Accuracy: 0.896, Loss: 0.078 Epoch 10 Batch 191/269 - Train Accuracy: 0.900, Validation Accuracy: 0.899, Loss: 0.079 Epoch 10 Batch 192/269 - Train Accuracy: 0.905, Validation Accuracy: 0.896, Loss: 0.083 Epoch 10 Batch 193/269 - Train Accuracy: 0.903, Validation Accuracy: 0.897, Loss: 0.079 Epoch 10 Batch 194/269 - Train Accuracy: 0.896, Validation Accuracy: 0.899, Loss: 0.081 Epoch 10 Batch 195/269 - Train Accuracy: 0.894, Validation Accuracy: 0.897, Loss: 0.082 Epoch 10 Batch 196/269 - Train Accuracy: 0.900, Validation Accuracy: 0.898, Loss: 0.079 Epoch 10 Batch 197/269 - Train Accuracy: 0.884, Validation Accuracy: 0.890, Loss: 0.086 Epoch 10 Batch 198/269 - Train Accuracy: 0.902, Validation Accuracy: 0.896, Loss: 0.086 Epoch 10 Batch 199/269 - Train Accuracy: 0.887, Validation Accuracy: 0.892, Loss: 0.091 Epoch 10 Batch 200/269 - Train Accuracy: 0.892, Validation Accuracy: 0.892, Loss: 0.082 Epoch 10 Batch 201/269 - Train Accuracy: 0.895, Validation Accuracy: 0.893, Loss: 0.086 Epoch 10 Batch 202/269 - Train Accuracy: 0.900, Validation Accuracy: 0.898, Loss: 0.080 Epoch 10 Batch 203/269 - Train Accuracy: 0.907, Validation Accuracy: 0.896, Loss: 0.087 Epoch 10 Batch 204/269 - Train Accuracy: 0.896, Validation Accuracy: 0.896, Loss: 0.085 Epoch 10 Batch 205/269 - Train Accuracy: 0.906, Validation Accuracy: 0.901, Loss: 0.080 Epoch 10 Batch 206/269 - Train Accuracy: 0.892, Validation Accuracy: 0.903, Loss: 0.087 Epoch 10 Batch 207/269 - Train Accuracy: 0.890, Validation Accuracy: 0.902, Loss: 0.080 Epoch 10 Batch 208/269 - Train Accuracy: 0.900, Validation Accuracy: 0.896, Loss: 0.084 Epoch 10 Batch 209/269 - Train Accuracy: 0.908, Validation Accuracy: 0.894, Loss: 0.078 Epoch 10 Batch 210/269 - Train Accuracy: 0.898, Validation Accuracy: 0.896, Loss: 0.078 Epoch 10 Batch 211/269 - Train Accuracy: 0.905, Validation Accuracy: 0.892, Loss: 0.084 Epoch 10 Batch 212/269 - Train Accuracy: 0.903, Validation Accuracy: 0.894, Loss: 0.087 Epoch 10 Batch 213/269 - Train Accuracy: 0.899, Validation Accuracy: 0.892, Loss: 0.079 Epoch 10 Batch 214/269 - Train Accuracy: 0.894, Validation Accuracy: 0.892, Loss: 0.085 Epoch 10 Batch 215/269 - Train Accuracy: 0.915, Validation Accuracy: 0.895, Loss: 0.080 Epoch 10 Batch 216/269 - Train Accuracy: 0.877, Validation Accuracy: 0.893, Loss: 0.098 Epoch 10 Batch 217/269 - Train Accuracy: 0.892, Validation Accuracy: 0.897, Loss: 0.087 Epoch 10 Batch 218/269 - Train Accuracy: 0.910, Validation Accuracy: 0.900, Loss: 0.081 Epoch 10 Batch 219/269 - Train Accuracy: 0.898, Validation Accuracy: 0.896, Loss: 0.084 Epoch 10 Batch 220/269 - Train Accuracy: 0.899, Validation Accuracy: 0.900, Loss: 0.079 Epoch 10 Batch 221/269 - Train Accuracy: 0.899, Validation Accuracy: 0.896, Loss: 0.081 Epoch 10 Batch 222/269 - Train Accuracy: 0.915, Validation Accuracy: 0.893, Loss: 0.077 Epoch 10 Batch 223/269 - Train Accuracy: 0.895, Validation Accuracy: 0.895, Loss: 0.075 Epoch 10 Batch 224/269 - Train Accuracy: 0.893, Validation Accuracy: 0.896, Loss: 0.090 Epoch 10 Batch 225/269 - Train Accuracy: 0.891, Validation Accuracy: 0.899, Loss: 0.078 Epoch 10 Batch 226/269 - Train Accuracy: 0.899, Validation Accuracy: 0.903, Loss: 0.084 Epoch 10 Batch 227/269 - Train Accuracy: 0.906, Validation Accuracy: 0.902, Loss: 0.086 Epoch 10 Batch 228/269 - Train Accuracy: 0.896, Validation Accuracy: 0.894, Loss: 0.076 Epoch 10 Batch 229/269 - Train Accuracy: 0.900, Validation Accuracy: 0.897, Loss: 0.081 Epoch 10 Batch 230/269 - Train Accuracy: 0.895, Validation Accuracy: 0.897, Loss: 0.078 Epoch 10 Batch 231/269 - Train Accuracy: 0.891, Validation Accuracy: 0.900, Loss: 0.082 Epoch 10 Batch 232/269 - Train Accuracy: 0.894, Validation Accuracy: 0.901, Loss: 0.077 Epoch 10 Batch 233/269 - Train Accuracy: 0.918, Validation Accuracy: 0.900, Loss: 0.086 Epoch 10 Batch 234/269 - Train Accuracy: 0.904, Validation Accuracy: 0.889, Loss: 0.078 Epoch 10 Batch 235/269 - Train Accuracy: 0.911, Validation Accuracy: 0.890, Loss: 0.074 Epoch 10 Batch 236/269 - Train Accuracy: 0.900, Validation Accuracy: 0.889, Loss: 0.076 Epoch 10 Batch 237/269 - Train Accuracy: 0.899, Validation Accuracy: 0.892, Loss: 0.079 Epoch 10 Batch 238/269 - Train Accuracy: 0.899, Validation Accuracy: 0.895, Loss: 0.078 Epoch 10 Batch 239/269 - Train Accuracy: 0.905, Validation Accuracy: 0.892, Loss: 0.077 Epoch 10 Batch 240/269 - Train Accuracy: 0.915, Validation Accuracy: 0.894, Loss: 0.073 Epoch 10 Batch 241/269 - Train Accuracy: 0.886, Validation Accuracy: 0.899, Loss: 0.089 Epoch 10 Batch 242/269 - Train Accuracy: 0.909, Validation Accuracy: 0.903, Loss: 0.075 Epoch 10 Batch 243/269 - Train Accuracy: 0.924, Validation Accuracy: 0.899, Loss: 0.070 Epoch 10 Batch 244/269 - Train Accuracy: 0.902, Validation Accuracy: 0.897, Loss: 0.081 Epoch 10 Batch 245/269 - Train Accuracy: 0.878, Validation Accuracy: 0.905, Loss: 0.083 Epoch 10 Batch 246/269 - Train Accuracy: 0.894, Validation Accuracy: 0.894, Loss: 0.082 Epoch 10 Batch 247/269 - Train Accuracy: 0.906, Validation Accuracy: 0.896, Loss: 0.077 Epoch 10 Batch 248/269 - Train Accuracy: 0.904, Validation Accuracy: 0.896, Loss: 0.074 Epoch 10 Batch 249/269 - Train Accuracy: 0.910, Validation Accuracy: 0.900, Loss: 0.073 Epoch 10 Batch 250/269 - Train Accuracy: 0.913, Validation Accuracy: 0.900, Loss: 0.076 Epoch 10 Batch 251/269 - Train Accuracy: 0.920, Validation Accuracy: 0.898, Loss: 0.073 Epoch 10 Batch 252/269 - Train Accuracy: 0.904, Validation Accuracy: 0.904, Loss: 0.069 Epoch 10 Batch 253/269 - Train Accuracy: 0.892, Validation Accuracy: 0.903, Loss: 0.082 Epoch 10 Batch 254/269 - Train Accuracy: 0.906, Validation Accuracy: 0.905, Loss: 0.076 Epoch 10 Batch 255/269 - Train Accuracy: 0.905, Validation Accuracy: 0.901, Loss: 0.078 Epoch 10 Batch 256/269 - Train Accuracy: 0.884, Validation Accuracy: 0.900, Loss: 0.076 Epoch 10 Batch 257/269 - Train Accuracy: 0.884, Validation Accuracy: 0.892, Loss: 0.084 Epoch 10 Batch 258/269 - Train Accuracy: 0.894, Validation Accuracy: 0.897, Loss: 0.084 Epoch 10 Batch 259/269 - Train Accuracy: 0.907, Validation Accuracy: 0.899, Loss: 0.076 Epoch 10 Batch 260/269 - Train Accuracy: 0.894, Validation Accuracy: 0.895, Loss: 0.087 Epoch 10 Batch 261/269 - Train Accuracy: 0.890, Validation Accuracy: 0.898, Loss: 0.077 Epoch 10 Batch 262/269 - Train Accuracy: 0.915, Validation Accuracy: 0.903, Loss: 0.078 Epoch 10 Batch 263/269 - Train Accuracy: 0.898, Validation Accuracy: 0.903, Loss: 0.079 Epoch 10 Batch 264/269 - Train Accuracy: 0.879, Validation Accuracy: 0.903, Loss: 0.087 Epoch 10 Batch 265/269 - Train Accuracy: 0.899, Validation Accuracy: 0.900, Loss: 0.075 Epoch 10 Batch 266/269 - Train Accuracy: 0.901, Validation Accuracy: 0.898, Loss: 0.073 Epoch 10 Batch 267/269 - Train Accuracy: 0.910, Validation Accuracy: 0.903, Loss: 0.089 Epoch 11 Batch 0/269 - Train Accuracy: 0.901, Validation Accuracy: 0.907, Loss: 0.083 Epoch 11 Batch 1/269 - Train Accuracy: 0.892, Validation Accuracy: 0.909, Loss: 0.077 Epoch 11 Batch 2/269 - Train Accuracy: 0.895, Validation Accuracy: 0.901, Loss: 0.081 Epoch 11 Batch 3/269 - Train Accuracy: 0.921, Validation Accuracy: 0.904, Loss: 0.077 Epoch 11 Batch 4/269 - Train Accuracy: 0.899, Validation Accuracy: 0.901, Loss: 0.078 Epoch 11 Batch 5/269 - Train Accuracy: 0.910, Validation Accuracy: 0.897, Loss: 0.078 Epoch 11 Batch 6/269 - Train Accuracy: 0.911, Validation Accuracy: 0.899, Loss: 0.071 Epoch 11 Batch 7/269 - Train Accuracy: 0.898, Validation Accuracy: 0.901, Loss: 0.075 Epoch 11 Batch 8/269 - Train Accuracy: 0.908, Validation Accuracy: 0.907, Loss: 0.079 Epoch 11 Batch 9/269 - Train Accuracy: 0.896, Validation Accuracy: 0.905, Loss: 0.080 Epoch 11 Batch 10/269 - Train Accuracy: 0.904, Validation Accuracy: 0.902, Loss: 0.072 Epoch 11 Batch 11/269 - Train Accuracy: 0.900, Validation Accuracy: 0.901, Loss: 0.082 Epoch 11 Batch 12/269 - Train Accuracy: 0.906, Validation Accuracy: 0.900, Loss: 0.086 Epoch 11 Batch 13/269 - Train Accuracy: 0.904, Validation Accuracy: 0.899, Loss: 0.068 Epoch 11 Batch 14/269 - Train Accuracy: 0.898, Validation Accuracy: 0.903, Loss: 0.077 Epoch 11 Batch 15/269 - Train Accuracy: 0.902, Validation Accuracy: 0.898, Loss: 0.067 Epoch 11 Batch 16/269 - Train Accuracy: 0.898, Validation Accuracy: 0.898, Loss: 0.084 Epoch 11 Batch 17/269 - Train Accuracy: 0.911, Validation Accuracy: 0.901, Loss: 0.069 Epoch 11 Batch 18/269 - Train Accuracy: 0.893, Validation Accuracy: 0.901, Loss: 0.077 Epoch 11 Batch 19/269 - Train Accuracy: 0.906, Validation Accuracy: 0.904, Loss: 0.067 Epoch 11 Batch 20/269 - Train Accuracy: 0.898, Validation Accuracy: 0.905, Loss: 0.072 Epoch 11 Batch 21/269 - Train Accuracy: 0.887, Validation Accuracy: 0.910, Loss: 0.090 Epoch 11 Batch 22/269 - Train Accuracy: 0.905, Validation Accuracy: 0.909, Loss: 0.072 Epoch 11 Batch 23/269 - Train Accuracy: 0.898, Validation Accuracy: 0.906, Loss: 0.078 Epoch 11 Batch 24/269 - Train Accuracy: 0.909, Validation Accuracy: 0.907, Loss: 0.074 Epoch 11 Batch 25/269 - Train Accuracy: 0.903, Validation Accuracy: 0.907, Loss: 0.083 Epoch 11 Batch 26/269 - Train Accuracy: 0.914, Validation Accuracy: 0.905, Loss: 0.068 Epoch 11 Batch 27/269 - Train Accuracy: 0.906, Validation Accuracy: 0.904, Loss: 0.073 Epoch 11 Batch 28/269 - Train Accuracy: 0.881, Validation Accuracy: 0.904, Loss: 0.088 Epoch 11 Batch 29/269 - Train Accuracy: 0.905, Validation Accuracy: 0.903, Loss: 0.080 Epoch 11 Batch 30/269 - Train Accuracy: 0.903, Validation Accuracy: 0.895, Loss: 0.074 Epoch 11 Batch 31/269 - Train Accuracy: 0.916, Validation Accuracy: 0.900, Loss: 0.080 Epoch 11 Batch 32/269 - Train Accuracy: 0.914, Validation Accuracy: 0.901, Loss: 0.074 Epoch 11 Batch 33/269 - Train Accuracy: 0.904, Validation Accuracy: 0.904, Loss: 0.070 Epoch 11 Batch 34/269 - Train Accuracy: 0.892, Validation Accuracy: 0.895, Loss: 0.075 Epoch 11 Batch 35/269 - Train Accuracy: 0.910, Validation Accuracy: 0.896, Loss: 0.086 Epoch 11 Batch 36/269 - Train Accuracy: 0.881, Validation Accuracy: 0.891, Loss: 0.077 Epoch 11 Batch 37/269 - Train Accuracy: 0.903, Validation Accuracy: 0.902, Loss: 0.083 Epoch 11 Batch 38/269 - Train Accuracy: 0.906, Validation Accuracy: 0.904, Loss: 0.077 Epoch 11 Batch 39/269 - Train Accuracy: 0.899, Validation Accuracy: 0.902, Loss: 0.074 Epoch 11 Batch 40/269 - Train Accuracy: 0.884, Validation Accuracy: 0.890, Loss: 0.081 Epoch 11 Batch 41/269 - Train Accuracy: 0.902, Validation Accuracy: 0.900, Loss: 0.081 Epoch 11 Batch 42/269 - Train Accuracy: 0.899, Validation Accuracy: 0.889, Loss: 0.068 Epoch 11 Batch 43/269 - Train Accuracy: 0.914, Validation Accuracy: 0.900, Loss: 0.078 Epoch 11 Batch 44/269 - Train Accuracy: 0.906, Validation Accuracy: 0.902, Loss: 0.076 Epoch 11 Batch 45/269 - Train Accuracy: 0.893, Validation Accuracy: 0.898, Loss: 0.079 Epoch 11 Batch 46/269 - Train Accuracy: 0.904, Validation Accuracy: 0.904, Loss: 0.076 Epoch 11 Batch 47/269 - Train Accuracy: 0.909, Validation Accuracy: 0.902, Loss: 0.066 Epoch 11 Batch 48/269 - Train Accuracy: 0.908, Validation Accuracy: 0.905, Loss: 0.075 Epoch 11 Batch 49/269 - Train Accuracy: 0.909, Validation Accuracy: 0.900, Loss: 0.071 Epoch 11 Batch 50/269 - Train Accuracy: 0.890, Validation Accuracy: 0.897, Loss: 0.084 Epoch 11 Batch 51/269 - Train Accuracy: 0.916, Validation Accuracy: 0.901, Loss: 0.076 Epoch 11 Batch 52/269 - Train Accuracy: 0.898, Validation Accuracy: 0.903, Loss: 0.068 Epoch 11 Batch 53/269 - Train Accuracy: 0.895, Validation Accuracy: 0.905, Loss: 0.080 Epoch 11 Batch 54/269 - Train Accuracy: 0.912, Validation Accuracy: 0.907, Loss: 0.073 Epoch 11 Batch 55/269 - Train Accuracy: 0.914, Validation Accuracy: 0.906, Loss: 0.074 Epoch 11 Batch 56/269 - Train Accuracy: 0.899, Validation Accuracy: 0.908, Loss: 0.076 Epoch 11 Batch 57/269 - Train Accuracy: 0.895, Validation Accuracy: 0.906, Loss: 0.082 Epoch 11 Batch 58/269 - Train Accuracy: 0.906, Validation Accuracy: 0.902, Loss: 0.073 Epoch 11 Batch 59/269 - Train Accuracy: 0.912, Validation Accuracy: 0.895, Loss: 0.062 Epoch 11 Batch 60/269 - Train Accuracy: 0.908, Validation Accuracy: 0.903, Loss: 0.069 Epoch 11 Batch 61/269 - Train Accuracy: 0.912, Validation Accuracy: 0.898, Loss: 0.069 Epoch 11 Batch 62/269 - Train Accuracy: 0.896, Validation Accuracy: 0.906, Loss: 0.079 Epoch 11 Batch 63/269 - Train Accuracy: 0.899, Validation Accuracy: 0.902, Loss: 0.083 Epoch 11 Batch 64/269 - Train Accuracy: 0.903, Validation Accuracy: 0.901, Loss: 0.067 Epoch 11 Batch 65/269 - Train Accuracy: 0.905, Validation Accuracy: 0.905, Loss: 0.071 Epoch 11 Batch 66/269 - Train Accuracy: 0.890, Validation Accuracy: 0.902, Loss: 0.074 Epoch 11 Batch 67/269 - Train Accuracy: 0.906, Validation Accuracy: 0.904, Loss: 0.081 Epoch 11 Batch 68/269 - Train Accuracy: 0.891, Validation Accuracy: 0.895, Loss: 0.080 Epoch 11 Batch 69/269 - Train Accuracy: 0.886, Validation Accuracy: 0.900, Loss: 0.089 Epoch 11 Batch 70/269 - Train Accuracy: 0.907, Validation Accuracy: 0.901, Loss: 0.077 Epoch 11 Batch 71/269 - Train Accuracy: 0.911, Validation Accuracy: 0.896, Loss: 0.082 Epoch 11 Batch 72/269 - Train Accuracy: 0.903, Validation Accuracy: 0.902, Loss: 0.079 Epoch 11 Batch 73/269 - Train Accuracy: 0.900, Validation Accuracy: 0.905, Loss: 0.080 Epoch 11 Batch 74/269 - Train Accuracy: 0.907, Validation Accuracy: 0.908, Loss: 0.073 Epoch 11 Batch 75/269 - Train Accuracy: 0.905, Validation Accuracy: 0.904, Loss: 0.075 Epoch 11 Batch 76/269 - Train Accuracy: 0.892, Validation Accuracy: 0.906, Loss: 0.071 Epoch 11 Batch 77/269 - Train Accuracy: 0.915, Validation Accuracy: 0.905, Loss: 0.071 Epoch 11 Batch 78/269 - Train Accuracy: 0.914, Validation Accuracy: 0.907, Loss: 0.072 Epoch 11 Batch 79/269 - Train Accuracy: 0.890, Validation Accuracy: 0.903, Loss: 0.073 Epoch 11 Batch 80/269 - Train Accuracy: 0.906, Validation Accuracy: 0.904, Loss: 0.071 Epoch 11 Batch 81/269 - Train Accuracy: 0.904, Validation Accuracy: 0.901, Loss: 0.080 Epoch 11 Batch 82/269 - Train Accuracy: 0.918, Validation Accuracy: 0.896, Loss: 0.065 Epoch 11 Batch 83/269 - Train Accuracy: 0.897, Validation Accuracy: 0.899, Loss: 0.085 Epoch 11 Batch 84/269 - Train Accuracy: 0.898, Validation Accuracy: 0.900, Loss: 0.072 Epoch 11 Batch 85/269 - Train Accuracy: 0.914, Validation Accuracy: 0.902, Loss: 0.068 Epoch 11 Batch 86/269 - Train Accuracy: 0.909, Validation Accuracy: 0.898, Loss: 0.067 Epoch 11 Batch 87/269 - Train Accuracy: 0.894, Validation Accuracy: 0.899, Loss: 0.078 Epoch 11 Batch 88/269 - Train Accuracy: 0.889, Validation Accuracy: 0.901, Loss: 0.073 Epoch 11 Batch 89/269 - Train Accuracy: 0.925, Validation Accuracy: 0.901, Loss: 0.068 Epoch 11 Batch 90/269 - Train Accuracy: 0.904, Validation Accuracy: 0.905, Loss: 0.075 Epoch 11 Batch 91/269 - Train Accuracy: 0.914, Validation Accuracy: 0.904, Loss: 0.068 Epoch 11 Batch 92/269 - Train Accuracy: 0.925, Validation Accuracy: 0.909, Loss: 0.067 Epoch 11 Batch 93/269 - Train Accuracy: 0.920, Validation Accuracy: 0.904, Loss: 0.068 Epoch 11 Batch 94/269 - Train Accuracy: 0.899, Validation Accuracy: 0.900, Loss: 0.082 Epoch 11 Batch 95/269 - Train Accuracy: 0.911, Validation Accuracy: 0.896, Loss: 0.069 Epoch 11 Batch 96/269 - Train Accuracy: 0.883, Validation Accuracy: 0.903, Loss: 0.079 Epoch 11 Batch 97/269 - Train Accuracy: 0.900, Validation Accuracy: 0.904, Loss: 0.072 Epoch 11 Batch 98/269 - Train Accuracy: 0.915, Validation Accuracy: 0.907, Loss: 0.072 Epoch 11 Batch 99/269 - Train Accuracy: 0.898, Validation Accuracy: 0.907, Loss: 0.071 Epoch 11 Batch 100/269 - Train Accuracy: 0.912, Validation Accuracy: 0.898, Loss: 0.071 Epoch 11 Batch 101/269 - Train Accuracy: 0.892, Validation Accuracy: 0.905, Loss: 0.084 Epoch 11 Batch 102/269 - Train Accuracy: 0.900, Validation Accuracy: 0.906, Loss: 0.067 Epoch 11 Batch 103/269 - Train Accuracy: 0.899, Validation Accuracy: 0.903, Loss: 0.079 Epoch 11 Batch 104/269 - Train Accuracy: 0.905, Validation Accuracy: 0.902, Loss: 0.070 Epoch 11 Batch 105/269 - Train Accuracy: 0.904, Validation Accuracy: 0.906, Loss: 0.071 Epoch 11 Batch 106/269 - Train Accuracy: 0.908, Validation Accuracy: 0.906, Loss: 0.065 Epoch 11 Batch 107/269 - Train Accuracy: 0.916, Validation Accuracy: 0.904, Loss: 0.071 Epoch 11 Batch 108/269 - Train Accuracy: 0.910, Validation Accuracy: 0.899, Loss: 0.068 Epoch 11 Batch 109/269 - Train Accuracy: 0.876, Validation Accuracy: 0.903, Loss: 0.076 Epoch 11 Batch 110/269 - Train Accuracy: 0.911, Validation Accuracy: 0.903, Loss: 0.070 Epoch 11 Batch 111/269 - Train Accuracy: 0.899, Validation Accuracy: 0.900, Loss: 0.078 Epoch 11 Batch 112/269 - Train Accuracy: 0.907, Validation Accuracy: 0.907, Loss: 0.074 Epoch 11 Batch 113/269 - Train Accuracy: 0.903, Validation Accuracy: 0.908, Loss: 0.069 Epoch 11 Batch 114/269 - Train Accuracy: 0.900, Validation Accuracy: 0.910, Loss: 0.072 Epoch 11 Batch 115/269 - Train Accuracy: 0.907, Validation Accuracy: 0.909, Loss: 0.073 Epoch 11 Batch 116/269 - Train Accuracy: 0.913, Validation Accuracy: 0.908, Loss: 0.072 Epoch 11 Batch 117/269 - Train Accuracy: 0.900, Validation Accuracy: 0.909, Loss: 0.067 Epoch 11 Batch 118/269 - Train Accuracy: 0.916, Validation Accuracy: 0.911, Loss: 0.063 Epoch 11 Batch 119/269 - Train Accuracy: 0.905, Validation Accuracy: 0.910, Loss: 0.075 Epoch 11 Batch 120/269 - Train Accuracy: 0.911, Validation Accuracy: 0.915, Loss: 0.072 Epoch 11 Batch 121/269 - Train Accuracy: 0.917, Validation Accuracy: 0.915, Loss: 0.064 Epoch 11 Batch 122/269 - Train Accuracy: 0.906, Validation Accuracy: 0.901, Loss: 0.066 Epoch 11 Batch 123/269 - Train Accuracy: 0.908, Validation Accuracy: 0.908, Loss: 0.071 Epoch 11 Batch 124/269 - Train Accuracy: 0.902, Validation Accuracy: 0.900, Loss: 0.063 Epoch 11 Batch 125/269 - Train Accuracy: 0.908, Validation Accuracy: 0.899, Loss: 0.066 Epoch 11 Batch 126/269 - Train Accuracy: 0.893, Validation Accuracy: 0.900, Loss: 0.067 Epoch 11 Batch 127/269 - Train Accuracy: 0.891, Validation Accuracy: 0.902, Loss: 0.072 Epoch 11 Batch 128/269 - Train Accuracy: 0.913, Validation Accuracy: 0.899, Loss: 0.071 Epoch 11 Batch 129/269 - Train Accuracy: 0.892, Validation Accuracy: 0.917, Loss: 0.073 Epoch 11 Batch 130/269 - Train Accuracy: 0.905, Validation Accuracy: 0.911, Loss: 0.075 Epoch 11 Batch 131/269 - Train Accuracy: 0.892, Validation Accuracy: 0.910, Loss: 0.072 Epoch 11 Batch 132/269 - Train Accuracy: 0.878, Validation Accuracy: 0.900, Loss: 0.072 Epoch 11 Batch 133/269 - Train Accuracy: 0.922, Validation Accuracy: 0.906, Loss: 0.064 Epoch 11 Batch 134/269 - Train Accuracy: 0.911, Validation Accuracy: 0.908, Loss: 0.070 Epoch 11 Batch 135/269 - Train Accuracy: 0.908, Validation Accuracy: 0.911, Loss: 0.072 Epoch 11 Batch 136/269 - Train Accuracy: 0.896, Validation Accuracy: 0.907, Loss: 0.075 Epoch 11 Batch 137/269 - Train Accuracy: 0.902, Validation Accuracy: 0.911, Loss: 0.079 Epoch 11 Batch 138/269 - Train Accuracy: 0.899, Validation Accuracy: 0.909, Loss: 0.067 Epoch 11 Batch 139/269 - Train Accuracy: 0.913, Validation Accuracy: 0.900, Loss: 0.064 Epoch 11 Batch 140/269 - Train Accuracy: 0.904, Validation Accuracy: 0.904, Loss: 0.074 Epoch 11 Batch 141/269 - Train Accuracy: 0.898, Validation Accuracy: 0.905, Loss: 0.073 Epoch 11 Batch 142/269 - Train Accuracy: 0.892, Validation Accuracy: 0.904, Loss: 0.070 Epoch 11 Batch 143/269 - Train Accuracy: 0.918, Validation Accuracy: 0.906, Loss: 0.065 Epoch 11 Batch 144/269 - Train Accuracy: 0.919, Validation Accuracy: 0.912, Loss: 0.057 Epoch 11 Batch 145/269 - Train Accuracy: 0.915, Validation Accuracy: 0.912, Loss: 0.065 Epoch 11 Batch 146/269 - Train Accuracy: 0.912, Validation Accuracy: 0.910, Loss: 0.068 Epoch 11 Batch 147/269 - Train Accuracy: 0.913, Validation Accuracy: 0.908, Loss: 0.072 Epoch 11 Batch 148/269 - Train Accuracy: 0.908, Validation Accuracy: 0.907, Loss: 0.070 Epoch 11 Batch 149/269 - Train Accuracy: 0.900, Validation Accuracy: 0.907, Loss: 0.077 Epoch 11 Batch 150/269 - Train Accuracy: 0.909, Validation Accuracy: 0.914, Loss: 0.071 Epoch 11 Batch 151/269 - Train Accuracy: 0.914, Validation Accuracy: 0.910, Loss: 0.072 Epoch 11 Batch 152/269 - Train Accuracy: 0.912, Validation Accuracy: 0.907, Loss: 0.070 Epoch 11 Batch 153/269 - Train Accuracy: 0.910, Validation Accuracy: 0.907, Loss: 0.068 Epoch 11 Batch 154/269 - Train Accuracy: 0.919, Validation Accuracy: 0.916, Loss: 0.065 Epoch 11 Batch 155/269 - Train Accuracy: 0.912, Validation Accuracy: 0.909, Loss: 0.066 Epoch 11 Batch 156/269 - Train Accuracy: 0.912, Validation Accuracy: 0.904, Loss: 0.070 Epoch 11 Batch 157/269 - Train Accuracy: 0.892, Validation Accuracy: 0.908, Loss: 0.065 Epoch 11 Batch 158/269 - Train Accuracy: 0.903, Validation Accuracy: 0.910, Loss: 0.066 Epoch 11 Batch 159/269 - Train Accuracy: 0.909, Validation Accuracy: 0.914, Loss: 0.072 Epoch 11 Batch 160/269 - Train Accuracy: 0.904, Validation Accuracy: 0.912, Loss: 0.070 Epoch 11 Batch 161/269 - Train Accuracy: 0.912, Validation Accuracy: 0.910, Loss: 0.066 Epoch 11 Batch 162/269 - Train Accuracy: 0.917, Validation Accuracy: 0.907, Loss: 0.067 Epoch 11 Batch 163/269 - Train Accuracy: 0.916, Validation Accuracy: 0.907, Loss: 0.069 Epoch 11 Batch 164/269 - Train Accuracy: 0.920, Validation Accuracy: 0.911, Loss: 0.066 Epoch 11 Batch 165/269 - Train Accuracy: 0.911, Validation Accuracy: 0.908, Loss: 0.063 Epoch 11 Batch 166/269 - Train Accuracy: 0.914, Validation Accuracy: 0.903, Loss: 0.067 Epoch 11 Batch 167/269 - Train Accuracy: 0.919, Validation Accuracy: 0.907, Loss: 0.066 Epoch 11 Batch 168/269 - Train Accuracy: 0.907, Validation Accuracy: 0.909, Loss: 0.069 Epoch 11 Batch 169/269 - Train Accuracy: 0.900, Validation Accuracy: 0.909, Loss: 0.066 Epoch 11 Batch 170/269 - Train Accuracy: 0.915, Validation Accuracy: 0.909, Loss: 0.063 Epoch 11 Batch 171/269 - Train Accuracy: 0.921, Validation Accuracy: 0.905, Loss: 0.066 Epoch 11 Batch 172/269 - Train Accuracy: 0.898, Validation Accuracy: 0.911, Loss: 0.079 Epoch 11 Batch 173/269 - Train Accuracy: 0.911, Validation Accuracy: 0.907, Loss: 0.064 Epoch 11 Batch 174/269 - Train Accuracy: 0.913, Validation Accuracy: 0.908, Loss: 0.069 Epoch 11 Batch 175/269 - Train Accuracy: 0.902, Validation Accuracy: 0.908, Loss: 0.082 Epoch 11 Batch 176/269 - Train Accuracy: 0.890, Validation Accuracy: 0.911, Loss: 0.076 Epoch 11 Batch 177/269 - Train Accuracy: 0.912, Validation Accuracy: 0.906, Loss: 0.064 Epoch 11 Batch 178/269 - Train Accuracy: 0.917, Validation Accuracy: 0.906, Loss: 0.063 Epoch 11 Batch 179/269 - Train Accuracy: 0.908, Validation Accuracy: 0.912, Loss: 0.066 Epoch 11 Batch 180/269 - Train Accuracy: 0.917, Validation Accuracy: 0.908, Loss: 0.063 Epoch 11 Batch 181/269 - Train Accuracy: 0.908, Validation Accuracy: 0.909, Loss: 0.073 Epoch 11 Batch 182/269 - Train Accuracy: 0.912, Validation Accuracy: 0.908, Loss: 0.065 Epoch 11 Batch 183/269 - Train Accuracy: 0.920, Validation Accuracy: 0.914, Loss: 0.053 Epoch 11 Batch 184/269 - Train Accuracy: 0.905, Validation Accuracy: 0.918, Loss: 0.067 Epoch 11 Batch 185/269 - Train Accuracy: 0.928, Validation Accuracy: 0.915, Loss: 0.065 Epoch 11 Batch 186/269 - Train Accuracy: 0.903, Validation Accuracy: 0.916, Loss: 0.061 Epoch 11 Batch 187/269 - Train Accuracy: 0.922, Validation Accuracy: 0.918, Loss: 0.063 Epoch 11 Batch 188/269 - Train Accuracy: 0.919, Validation Accuracy: 0.913, Loss: 0.061 Epoch 11 Batch 189/269 - Train Accuracy: 0.916, Validation Accuracy: 0.917, Loss: 0.061 Epoch 11 Batch 190/269 - Train Accuracy: 0.914, Validation Accuracy: 0.915, Loss: 0.063 Epoch 11 Batch 191/269 - Train Accuracy: 0.908, Validation Accuracy: 0.911, Loss: 0.063 Epoch 11 Batch 192/269 - Train Accuracy: 0.919, Validation Accuracy: 0.909, Loss: 0.066 Epoch 11 Batch 193/269 - Train Accuracy: 0.913, Validation Accuracy: 0.914, Loss: 0.063 Epoch 11 Batch 194/269 - Train Accuracy: 0.906, Validation Accuracy: 0.916, Loss: 0.065 Epoch 11 Batch 195/269 - Train Accuracy: 0.901, Validation Accuracy: 0.914, Loss: 0.064 Epoch 11 Batch 196/269 - Train Accuracy: 0.902, Validation Accuracy: 0.914, Loss: 0.062 Epoch 11 Batch 197/269 - Train Accuracy: 0.900, Validation Accuracy: 0.909, Loss: 0.069 Epoch 11 Batch 198/269 - Train Accuracy: 0.913, Validation Accuracy: 0.910, Loss: 0.066 Epoch 11 Batch 199/269 - Train Accuracy: 0.901, Validation Accuracy: 0.903, Loss: 0.070 Epoch 11 Batch 200/269 - Train Accuracy: 0.906, Validation Accuracy: 0.908, Loss: 0.065 Epoch 11 Batch 201/269 - Train Accuracy: 0.911, Validation Accuracy: 0.912, Loss: 0.067 Epoch 11 Batch 202/269 - Train Accuracy: 0.915, Validation Accuracy: 0.912, Loss: 0.062 Epoch 11 Batch 203/269 - Train Accuracy: 0.920, Validation Accuracy: 0.917, Loss: 0.068 Epoch 11 Batch 204/269 - Train Accuracy: 0.908, Validation Accuracy: 0.915, Loss: 0.067 Epoch 11 Batch 205/269 - Train Accuracy: 0.914, Validation Accuracy: 0.913, Loss: 0.064 Epoch 11 Batch 206/269 - Train Accuracy: 0.905, Validation Accuracy: 0.916, Loss: 0.069 Epoch 11 Batch 207/269 - Train Accuracy: 0.907, Validation Accuracy: 0.919, Loss: 0.065 Epoch 11 Batch 208/269 - Train Accuracy: 0.917, Validation Accuracy: 0.909, Loss: 0.066 Epoch 11 Batch 209/269 - Train Accuracy: 0.929, Validation Accuracy: 0.910, Loss: 0.062 Epoch 11 Batch 210/269 - Train Accuracy: 0.908, Validation Accuracy: 0.910, Loss: 0.062 Epoch 11 Batch 211/269 - Train Accuracy: 0.923, Validation Accuracy: 0.909, Loss: 0.069 Epoch 11 Batch 212/269 - Train Accuracy: 0.920, Validation Accuracy: 0.909, Loss: 0.072 Epoch 11 Batch 213/269 - Train Accuracy: 0.909, Validation Accuracy: 0.910, Loss: 0.064 Epoch 11 Batch 214/269 - Train Accuracy: 0.914, Validation Accuracy: 0.913, Loss: 0.067 Epoch 11 Batch 215/269 - Train Accuracy: 0.920, Validation Accuracy: 0.914, Loss: 0.064 Epoch 11 Batch 216/269 - Train Accuracy: 0.893, Validation Accuracy: 0.914, Loss: 0.080 Epoch 11 Batch 217/269 - Train Accuracy: 0.908, Validation Accuracy: 0.910, Loss: 0.069 Epoch 11 Batch 218/269 - Train Accuracy: 0.920, Validation Accuracy: 0.914, Loss: 0.064 Epoch 11 Batch 219/269 - Train Accuracy: 0.913, Validation Accuracy: 0.909, Loss: 0.067 Epoch 11 Batch 220/269 - Train Accuracy: 0.906, Validation Accuracy: 0.914, Loss: 0.065 Epoch 11 Batch 221/269 - Train Accuracy: 0.911, Validation Accuracy: 0.906, Loss: 0.065 Epoch 11 Batch 222/269 - Train Accuracy: 0.929, Validation Accuracy: 0.915, Loss: 0.062 Epoch 11 Batch 223/269 - Train Accuracy: 0.909, Validation Accuracy: 0.910, Loss: 0.059 Epoch 11 Batch 224/269 - Train Accuracy: 0.910, Validation Accuracy: 0.911, Loss: 0.075 Epoch 11 Batch 225/269 - Train Accuracy: 0.903, Validation Accuracy: 0.914, Loss: 0.061 Epoch 11 Batch 226/269 - Train Accuracy: 0.911, Validation Accuracy: 0.916, Loss: 0.070 Epoch 11 Batch 227/269 - Train Accuracy: 0.917, Validation Accuracy: 0.905, Loss: 0.072 Epoch 11 Batch 228/269 - Train Accuracy: 0.904, Validation Accuracy: 0.910, Loss: 0.065 Epoch 11 Batch 229/269 - Train Accuracy: 0.911, Validation Accuracy: 0.912, Loss: 0.067 Epoch 11 Batch 230/269 - Train Accuracy: 0.913, Validation Accuracy: 0.909, Loss: 0.065 Epoch 11 Batch 231/269 - Train Accuracy: 0.905, Validation Accuracy: 0.910, Loss: 0.066 Epoch 11 Batch 232/269 - Train Accuracy: 0.916, Validation Accuracy: 0.913, Loss: 0.062 Epoch 11 Batch 233/269 - Train Accuracy: 0.922, Validation Accuracy: 0.907, Loss: 0.070 Epoch 11 Batch 234/269 - Train Accuracy: 0.918, Validation Accuracy: 0.909, Loss: 0.065 Epoch 11 Batch 235/269 - Train Accuracy: 0.926, Validation Accuracy: 0.902, Loss: 0.057 Epoch 11 Batch 236/269 - Train Accuracy: 0.907, Validation Accuracy: 0.902, Loss: 0.062 Epoch 11 Batch 237/269 - Train Accuracy: 0.904, Validation Accuracy: 0.905, Loss: 0.063 Epoch 11 Batch 238/269 - Train Accuracy: 0.910, Validation Accuracy: 0.909, Loss: 0.065 Epoch 11 Batch 239/269 - Train Accuracy: 0.911, Validation Accuracy: 0.914, Loss: 0.063 Epoch 11 Batch 240/269 - Train Accuracy: 0.923, Validation Accuracy: 0.914, Loss: 0.059 Epoch 11 Batch 241/269 - Train Accuracy: 0.907, Validation Accuracy: 0.910, Loss: 0.074 Epoch 11 Batch 242/269 - Train Accuracy: 0.914, Validation Accuracy: 0.912, Loss: 0.063 Epoch 11 Batch 243/269 - Train Accuracy: 0.923, Validation Accuracy: 0.905, Loss: 0.057 Epoch 11 Batch 244/269 - Train Accuracy: 0.912, Validation Accuracy: 0.905, Loss: 0.066 Epoch 11 Batch 245/269 - Train Accuracy: 0.891, Validation Accuracy: 0.911, Loss: 0.069 Epoch 11 Batch 246/269 - Train Accuracy: 0.898, Validation Accuracy: 0.907, Loss: 0.068 Epoch 11 Batch 247/269 - Train Accuracy: 0.907, Validation Accuracy: 0.898, Loss: 0.063 Epoch 11 Batch 248/269 - Train Accuracy: 0.910, Validation Accuracy: 0.905, Loss: 0.060 Epoch 11 Batch 249/269 - Train Accuracy: 0.917, Validation Accuracy: 0.911, Loss: 0.061 Epoch 11 Batch 250/269 - Train Accuracy: 0.925, Validation Accuracy: 0.911, Loss: 0.061 Epoch 11 Batch 251/269 - Train Accuracy: 0.934, Validation Accuracy: 0.914, Loss: 0.060 Epoch 11 Batch 252/269 - Train Accuracy: 0.919, Validation Accuracy: 0.915, Loss: 0.055 Epoch 11 Batch 253/269 - Train Accuracy: 0.903, Validation Accuracy: 0.913, Loss: 0.067 Epoch 11 Batch 254/269 - Train Accuracy: 0.915, Validation Accuracy: 0.916, Loss: 0.061 Epoch 11 Batch 255/269 - Train Accuracy: 0.916, Validation Accuracy: 0.916, Loss: 0.063 Epoch 11 Batch 256/269 - Train Accuracy: 0.896, Validation Accuracy: 0.914, Loss: 0.061 Epoch 11 Batch 257/269 - Train Accuracy: 0.898, Validation Accuracy: 0.905, Loss: 0.069 Epoch 11 Batch 258/269 - Train Accuracy: 0.906, Validation Accuracy: 0.903, Loss: 0.068 Epoch 11 Batch 259/269 - Train Accuracy: 0.911, Validation Accuracy: 0.912, Loss: 0.062 Epoch 11 Batch 260/269 - Train Accuracy: 0.902, Validation Accuracy: 0.913, Loss: 0.069 Epoch 11 Batch 261/269 - Train Accuracy: 0.906, Validation Accuracy: 0.915, Loss: 0.062 Epoch 11 Batch 262/269 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.064 Epoch 11 Batch 263/269 - Train Accuracy: 0.920, Validation Accuracy: 0.918, Loss: 0.065 Epoch 11 Batch 264/269 - Train Accuracy: 0.891, Validation Accuracy: 0.923, Loss: 0.073 Epoch 11 Batch 265/269 - Train Accuracy: 0.906, Validation Accuracy: 0.916, Loss: 0.062 Epoch 11 Batch 266/269 - Train Accuracy: 0.921, Validation Accuracy: 0.915, Loss: 0.060 Epoch 11 Batch 267/269 - Train Accuracy: 0.913, Validation Accuracy: 0.916, Loss: 0.073 Epoch 12 Batch 0/269 - Train Accuracy: 0.914, Validation Accuracy: 0.920, Loss: 0.069 Epoch 12 Batch 1/269 - Train Accuracy: 0.915, Validation Accuracy: 0.918, Loss: 0.062 Epoch 12 Batch 2/269 - Train Accuracy: 0.904, Validation Accuracy: 0.918, Loss: 0.065 Epoch 12 Batch 3/269 - Train Accuracy: 0.924, Validation Accuracy: 0.913, Loss: 0.063 Epoch 12 Batch 4/269 - Train Accuracy: 0.904, Validation Accuracy: 0.912, Loss: 0.064 Epoch 12 Batch 5/269 - Train Accuracy: 0.923, Validation Accuracy: 0.907, Loss: 0.061 Epoch 12 Batch 6/269 - Train Accuracy: 0.911, Validation Accuracy: 0.906, Loss: 0.058 Epoch 12 Batch 7/269 - Train Accuracy: 0.910, Validation Accuracy: 0.914, Loss: 0.060 Epoch 12 Batch 8/269 - Train Accuracy: 0.912, Validation Accuracy: 0.912, Loss: 0.066 Epoch 12 Batch 9/269 - Train Accuracy: 0.905, Validation Accuracy: 0.915, Loss: 0.066 Epoch 12 Batch 10/269 - Train Accuracy: 0.912, Validation Accuracy: 0.914, Loss: 0.057 Epoch 12 Batch 11/269 - Train Accuracy: 0.913, Validation Accuracy: 0.913, Loss: 0.068 Epoch 12 Batch 12/269 - Train Accuracy: 0.912, Validation Accuracy: 0.919, Loss: 0.070 Epoch 12 Batch 13/269 - Train Accuracy: 0.919, Validation Accuracy: 0.914, Loss: 0.054 Epoch 12 Batch 14/269 - Train Accuracy: 0.912, Validation Accuracy: 0.915, Loss: 0.061 Epoch 12 Batch 15/269 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.052 Epoch 12 Batch 16/269 - Train Accuracy: 0.906, Validation Accuracy: 0.914, Loss: 0.067 Epoch 12 Batch 17/269 - Train Accuracy: 0.919, Validation Accuracy: 0.909, Loss: 0.053 Epoch 12 Batch 18/269 - Train Accuracy: 0.910, Validation Accuracy: 0.909, Loss: 0.062 Epoch 12 Batch 19/269 - Train Accuracy: 0.921, Validation Accuracy: 0.908, Loss: 0.052 Epoch 12 Batch 20/269 - Train Accuracy: 0.921, Validation Accuracy: 0.922, Loss: 0.059 Epoch 12 Batch 21/269 - Train Accuracy: 0.901, Validation Accuracy: 0.920, Loss: 0.073 Epoch 12 Batch 22/269 - Train Accuracy: 0.918, Validation Accuracy: 0.923, Loss: 0.058 Epoch 12 Batch 23/269 - Train Accuracy: 0.911, Validation Accuracy: 0.920, Loss: 0.064 Epoch 12 Batch 24/269 - Train Accuracy: 0.920, Validation Accuracy: 0.914, Loss: 0.059 Epoch 12 Batch 25/269 - Train Accuracy: 0.913, Validation Accuracy: 0.918, Loss: 0.064 Epoch 12 Batch 26/269 - Train Accuracy: 0.926, Validation Accuracy: 0.916, Loss: 0.054 Epoch 12 Batch 27/269 - Train Accuracy: 0.919, Validation Accuracy: 0.917, Loss: 0.059 Epoch 12 Batch 28/269 - Train Accuracy: 0.905, Validation Accuracy: 0.915, Loss: 0.068 Epoch 12 Batch 29/269 - Train Accuracy: 0.911, Validation Accuracy: 0.914, Loss: 0.064 Epoch 12 Batch 30/269 - Train Accuracy: 0.917, Validation Accuracy: 0.913, Loss: 0.060 Epoch 12 Batch 31/269 - Train Accuracy: 0.919, Validation Accuracy: 0.909, Loss: 0.061 Epoch 12 Batch 32/269 - Train Accuracy: 0.919, Validation Accuracy: 0.908, Loss: 0.057 Epoch 12 Batch 33/269 - Train Accuracy: 0.914, Validation Accuracy: 0.912, Loss: 0.057 Epoch 12 Batch 34/269 - Train Accuracy: 0.903, Validation Accuracy: 0.912, Loss: 0.058 Epoch 12 Batch 35/269 - Train Accuracy: 0.917, Validation Accuracy: 0.909, Loss: 0.068 Epoch 12 Batch 36/269 - Train Accuracy: 0.900, Validation Accuracy: 0.911, Loss: 0.063 Epoch 12 Batch 37/269 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.065 Epoch 12 Batch 38/269 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.060 Epoch 12 Batch 39/269 - Train Accuracy: 0.912, Validation Accuracy: 0.917, Loss: 0.059 Epoch 12 Batch 40/269 - Train Accuracy: 0.894, Validation Accuracy: 0.907, Loss: 0.063 Epoch 12 Batch 41/269 - Train Accuracy: 0.901, Validation Accuracy: 0.914, Loss: 0.064 Epoch 12 Batch 42/269 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.056 Epoch 12 Batch 43/269 - Train Accuracy: 0.929, Validation Accuracy: 0.915, Loss: 0.061 Epoch 12 Batch 44/269 - Train Accuracy: 0.920, Validation Accuracy: 0.913, Loss: 0.061 Epoch 12 Batch 45/269 - Train Accuracy: 0.919, Validation Accuracy: 0.918, Loss: 0.063 Epoch 12 Batch 46/269 - Train Accuracy: 0.921, Validation Accuracy: 0.917, Loss: 0.057 Epoch 12 Batch 47/269 - Train Accuracy: 0.921, Validation Accuracy: 0.917, Loss: 0.053 Epoch 12 Batch 48/269 - Train Accuracy: 0.922, Validation Accuracy: 0.918, Loss: 0.057 Epoch 12 Batch 49/269 - Train Accuracy: 0.919, Validation Accuracy: 0.910, Loss: 0.056 Epoch 12 Batch 50/269 - Train Accuracy: 0.901, Validation Accuracy: 0.911, Loss: 0.067 Epoch 12 Batch 51/269 - Train Accuracy: 0.924, Validation Accuracy: 0.912, Loss: 0.061 Epoch 12 Batch 52/269 - Train Accuracy: 0.909, Validation Accuracy: 0.915, Loss: 0.052 Epoch 12 Batch 53/269 - Train Accuracy: 0.896, Validation Accuracy: 0.917, Loss: 0.065 Epoch 12 Batch 54/269 - Train Accuracy: 0.917, Validation Accuracy: 0.915, Loss: 0.056 Epoch 12 Batch 55/269 - Train Accuracy: 0.924, Validation Accuracy: 0.917, Loss: 0.060 Epoch 12 Batch 56/269 - Train Accuracy: 0.912, Validation Accuracy: 0.918, Loss: 0.061 Epoch 12 Batch 57/269 - Train Accuracy: 0.914, Validation Accuracy: 0.915, Loss: 0.064 Epoch 12 Batch 58/269 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.061 Epoch 12 Batch 59/269 - Train Accuracy: 0.935, Validation Accuracy: 0.915, Loss: 0.049 Epoch 12 Batch 60/269 - Train Accuracy: 0.920, Validation Accuracy: 0.917, Loss: 0.055 Epoch 12 Batch 61/269 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.056 Epoch 12 Batch 62/269 - Train Accuracy: 0.909, Validation Accuracy: 0.915, Loss: 0.063 Epoch 12 Batch 63/269 - Train Accuracy: 0.911, Validation Accuracy: 0.917, Loss: 0.068 Epoch 12 Batch 64/269 - Train Accuracy: 0.915, Validation Accuracy: 0.918, Loss: 0.055 Epoch 12 Batch 65/269 - Train Accuracy: 0.916, Validation Accuracy: 0.916, Loss: 0.056 Epoch 12 Batch 66/269 - Train Accuracy: 0.904, Validation Accuracy: 0.916, Loss: 0.062 Epoch 12 Batch 67/269 - Train Accuracy: 0.921, Validation Accuracy: 0.913, Loss: 0.065 Epoch 12 Batch 68/269 - Train Accuracy: 0.907, Validation Accuracy: 0.912, Loss: 0.065 Epoch 12 Batch 69/269 - Train Accuracy: 0.903, Validation Accuracy: 0.912, Loss: 0.072 Epoch 12 Batch 70/269 - Train Accuracy: 0.920, Validation Accuracy: 0.916, Loss: 0.061 Epoch 12 Batch 71/269 - Train Accuracy: 0.923, Validation Accuracy: 0.907, Loss: 0.068 Epoch 12 Batch 72/269 - Train Accuracy: 0.913, Validation Accuracy: 0.906, Loss: 0.064 Epoch 12 Batch 73/269 - Train Accuracy: 0.908, Validation Accuracy: 0.908, Loss: 0.066 Epoch 12 Batch 74/269 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.060 Epoch 12 Batch 75/269 - Train Accuracy: 0.914, Validation Accuracy: 0.911, Loss: 0.063 Epoch 12 Batch 76/269 - Train Accuracy: 0.908, Validation Accuracy: 0.913, Loss: 0.059 Epoch 12 Batch 77/269 - Train Accuracy: 0.915, Validation Accuracy: 0.913, Loss: 0.059 Epoch 12 Batch 78/269 - Train Accuracy: 0.928, Validation Accuracy: 0.913, Loss: 0.059 Epoch 12 Batch 79/269 - Train Accuracy: 0.899, Validation Accuracy: 0.914, Loss: 0.060 Epoch 12 Batch 80/269 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.058 Epoch 12 Batch 81/269 - Train Accuracy: 0.916, Validation Accuracy: 0.912, Loss: 0.066 Epoch 12 Batch 82/269 - Train Accuracy: 0.927, Validation Accuracy: 0.912, Loss: 0.052 Epoch 12 Batch 83/269 - Train Accuracy: 0.906, Validation Accuracy: 0.911, Loss: 0.071 Epoch 12 Batch 84/269 - Train Accuracy: 0.912, Validation Accuracy: 0.912, Loss: 0.059 Epoch 12 Batch 85/269 - Train Accuracy: 0.923, Validation Accuracy: 0.912, Loss: 0.055 Epoch 12 Batch 86/269 - Train Accuracy: 0.920, Validation Accuracy: 0.911, Loss: 0.054 Epoch 12 Batch 87/269 - Train Accuracy: 0.909, Validation Accuracy: 0.912, Loss: 0.063 Epoch 12 Batch 88/269 - Train Accuracy: 0.902, Validation Accuracy: 0.909, Loss: 0.059 Epoch 12 Batch 89/269 - Train Accuracy: 0.932, Validation Accuracy: 0.915, Loss: 0.057 Epoch 12 Batch 90/269 - Train Accuracy: 0.912, Validation Accuracy: 0.916, Loss: 0.062 Epoch 12 Batch 91/269 - Train Accuracy: 0.925, Validation Accuracy: 0.919, Loss: 0.057 Epoch 12 Batch 92/269 - Train Accuracy: 0.931, Validation Accuracy: 0.917, Loss: 0.056 Epoch 12 Batch 93/269 - Train Accuracy: 0.922, Validation Accuracy: 0.910, Loss: 0.057 Epoch 12 Batch 94/269 - Train Accuracy: 0.915, Validation Accuracy: 0.911, Loss: 0.067 Epoch 12 Batch 95/269 - Train Accuracy: 0.926, Validation Accuracy: 0.913, Loss: 0.057 Epoch 12 Batch 96/269 - Train Accuracy: 0.899, Validation Accuracy: 0.914, Loss: 0.064 Epoch 12 Batch 97/269 - Train Accuracy: 0.916, Validation Accuracy: 0.915, Loss: 0.060 Epoch 12 Batch 98/269 - Train Accuracy: 0.925, Validation Accuracy: 0.913, Loss: 0.059 Epoch 12 Batch 99/269 - Train Accuracy: 0.913, Validation Accuracy: 0.914, Loss: 0.055 Epoch 12 Batch 100/269 - Train Accuracy: 0.918, Validation Accuracy: 0.916, Loss: 0.060 Epoch 12 Batch 101/269 - Train Accuracy: 0.900, Validation Accuracy: 0.914, Loss: 0.069 Epoch 12 Batch 102/269 - Train Accuracy: 0.918, Validation Accuracy: 0.911, Loss: 0.055 Epoch 12 Batch 103/269 - Train Accuracy: 0.915, Validation Accuracy: 0.914, Loss: 0.066 Epoch 12 Batch 104/269 - Train Accuracy: 0.924, Validation Accuracy: 0.918, Loss: 0.057 Epoch 12 Batch 105/269 - Train Accuracy: 0.918, Validation Accuracy: 0.921, Loss: 0.058 Epoch 12 Batch 106/269 - Train Accuracy: 0.921, Validation Accuracy: 0.918, Loss: 0.054 Epoch 12 Batch 107/269 - Train Accuracy: 0.930, Validation Accuracy: 0.916, Loss: 0.058 Epoch 12 Batch 108/269 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.056 Epoch 12 Batch 109/269 - Train Accuracy: 0.896, Validation Accuracy: 0.913, Loss: 0.064 Epoch 12 Batch 110/269 - Train Accuracy: 0.919, Validation Accuracy: 0.913, Loss: 0.057 Epoch 12 Batch 111/269 - Train Accuracy: 0.910, Validation Accuracy: 0.916, Loss: 0.064 Epoch 12 Batch 112/269 - Train Accuracy: 0.918, Validation Accuracy: 0.920, Loss: 0.063 Epoch 12 Batch 113/269 - Train Accuracy: 0.913, Validation Accuracy: 0.916, Loss: 0.058 Epoch 12 Batch 114/269 - Train Accuracy: 0.914, Validation Accuracy: 0.917, Loss: 0.060 Epoch 12 Batch 115/269 - Train Accuracy: 0.915, Validation Accuracy: 0.919, Loss: 0.061 Epoch 12 Batch 116/269 - Train Accuracy: 0.926, Validation Accuracy: 0.921, Loss: 0.059 Epoch 12 Batch 117/269 - Train Accuracy: 0.907, Validation Accuracy: 0.924, Loss: 0.056 Epoch 12 Batch 118/269 - Train Accuracy: 0.923, Validation Accuracy: 0.919, Loss: 0.052 Epoch 12 Batch 119/269 - Train Accuracy: 0.911, Validation Accuracy: 0.917, Loss: 0.063 Epoch 12 Batch 120/269 - Train Accuracy: 0.923, Validation Accuracy: 0.916, Loss: 0.059 Epoch 12 Batch 121/269 - Train Accuracy: 0.922, Validation Accuracy: 0.916, Loss: 0.053 Epoch 12 Batch 122/269 - Train Accuracy: 0.917, Validation Accuracy: 0.914, Loss: 0.054 Epoch 12 Batch 123/269 - Train Accuracy: 0.908, Validation Accuracy: 0.908, Loss: 0.058 Epoch 12 Batch 124/269 - Train Accuracy: 0.913, Validation Accuracy: 0.898, Loss: 0.052 Epoch 12 Batch 125/269 - Train Accuracy: 0.922, Validation Accuracy: 0.907, Loss: 0.055 Epoch 12 Batch 126/269 - Train Accuracy: 0.899, Validation Accuracy: 0.909, Loss: 0.056 Epoch 12 Batch 127/269 - Train Accuracy: 0.905, Validation Accuracy: 0.918, Loss: 0.059 Epoch 12 Batch 128/269 - Train Accuracy: 0.921, Validation Accuracy: 0.908, Loss: 0.060 Epoch 12 Batch 129/269 - Train Accuracy: 0.902, Validation Accuracy: 0.917, Loss: 0.061 Epoch 12 Batch 130/269 - Train Accuracy: 0.919, Validation Accuracy: 0.916, Loss: 0.062 Epoch 12 Batch 131/269 - Train Accuracy: 0.909, Validation Accuracy: 0.916, Loss: 0.060 Epoch 12 Batch 132/269 - Train Accuracy: 0.891, Validation Accuracy: 0.919, Loss: 0.060 Epoch 12 Batch 133/269 - Train Accuracy: 0.935, Validation Accuracy: 0.916, Loss: 0.056 Epoch 12 Batch 134/269 - Train Accuracy: 0.920, Validation Accuracy: 0.913, Loss: 0.060 Epoch 12 Batch 135/269 - Train Accuracy: 0.920, Validation Accuracy: 0.918, Loss: 0.061 Epoch 12 Batch 136/269 - Train Accuracy: 0.905, Validation Accuracy: 0.909, Loss: 0.065 Epoch 12 Batch 137/269 - Train Accuracy: 0.912, Validation Accuracy: 0.915, Loss: 0.069 Epoch 12 Batch 138/269 - Train Accuracy: 0.910, Validation Accuracy: 0.913, Loss: 0.055 Epoch 12 Batch 139/269 - Train Accuracy: 0.920, Validation Accuracy: 0.912, Loss: 0.055 Epoch 12 Batch 140/269 - Train Accuracy: 0.911, Validation Accuracy: 0.913, Loss: 0.064 Epoch 12 Batch 141/269 - Train Accuracy: 0.910, Validation Accuracy: 0.913, Loss: 0.063 Epoch 12 Batch 142/269 - Train Accuracy: 0.902, Validation Accuracy: 0.914, Loss: 0.060 Epoch 12 Batch 143/269 - Train Accuracy: 0.922, Validation Accuracy: 0.916, Loss: 0.055 Epoch 12 Batch 144/269 - Train Accuracy: 0.940, Validation Accuracy: 0.916, Loss: 0.047 Epoch 12 Batch 145/269 - Train Accuracy: 0.922, Validation Accuracy: 0.922, Loss: 0.055 Epoch 12 Batch 146/269 - Train Accuracy: 0.918, Validation Accuracy: 0.922, Loss: 0.057 Epoch 12 Batch 147/269 - Train Accuracy: 0.921, Validation Accuracy: 0.915, Loss: 0.062 Epoch 12 Batch 148/269 - Train Accuracy: 0.918, Validation Accuracy: 0.916, Loss: 0.057 Epoch 12 Batch 149/269 - Train Accuracy: 0.906, Validation Accuracy: 0.918, Loss: 0.066 Epoch 12 Batch 150/269 - Train Accuracy: 0.911, Validation Accuracy: 0.924, Loss: 0.060 Epoch 12 Batch 151/269 - Train Accuracy: 0.923, Validation Accuracy: 0.924, Loss: 0.061 Epoch 12 Batch 152/269 - Train Accuracy: 0.919, Validation Accuracy: 0.913, Loss: 0.060 Epoch 12 Batch 153/269 - Train Accuracy: 0.918, Validation Accuracy: 0.917, Loss: 0.056 Epoch 12 Batch 154/269 - Train Accuracy: 0.931, Validation Accuracy: 0.918, Loss: 0.054 Epoch 12 Batch 155/269 - Train Accuracy: 0.919, Validation Accuracy: 0.922, Loss: 0.054 Epoch 12 Batch 156/269 - Train Accuracy: 0.921, Validation Accuracy: 0.918, Loss: 0.059 Epoch 12 Batch 157/269 - Train Accuracy: 0.903, Validation Accuracy: 0.917, Loss: 0.054 Epoch 12 Batch 158/269 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.056 Epoch 12 Batch 159/269 - Train Accuracy: 0.916, Validation Accuracy: 0.924, Loss: 0.060 Epoch 12 Batch 160/269 - Train Accuracy: 0.915, Validation Accuracy: 0.922, Loss: 0.058 Epoch 12 Batch 161/269 - Train Accuracy: 0.926, Validation Accuracy: 0.919, Loss: 0.055 Epoch 12 Batch 162/269 - Train Accuracy: 0.929, Validation Accuracy: 0.915, Loss: 0.054 Epoch 12 Batch 163/269 - Train Accuracy: 0.924, Validation Accuracy: 0.920, Loss: 0.058 Epoch 12 Batch 164/269 - Train Accuracy: 0.928, Validation Accuracy: 0.923, Loss: 0.054 Epoch 12 Batch 165/269 - Train Accuracy: 0.917, Validation Accuracy: 0.919, Loss: 0.053 Epoch 12 Batch 166/269 - Train Accuracy: 0.924, Validation Accuracy: 0.909, Loss: 0.056 Epoch 12 Batch 167/269 - Train Accuracy: 0.927, Validation Accuracy: 0.912, Loss: 0.056 Epoch 12 Batch 168/269 - Train Accuracy: 0.917, Validation Accuracy: 0.917, Loss: 0.058 Epoch 12 Batch 169/269 - Train Accuracy: 0.913, Validation Accuracy: 0.922, Loss: 0.055 Epoch 12 Batch 170/269 - Train Accuracy: 0.924, Validation Accuracy: 0.924, Loss: 0.052 Epoch 12 Batch 171/269 - Train Accuracy: 0.935, Validation Accuracy: 0.923, Loss: 0.056 Epoch 12 Batch 172/269 - Train Accuracy: 0.911, Validation Accuracy: 0.915, Loss: 0.066 Epoch 12 Batch 173/269 - Train Accuracy: 0.918, Validation Accuracy: 0.917, Loss: 0.053 Epoch 12 Batch 174/269 - Train Accuracy: 0.923, Validation Accuracy: 0.920, Loss: 0.059 Epoch 12 Batch 175/269 - Train Accuracy: 0.912, Validation Accuracy: 0.918, Loss: 0.067 Epoch 12 Batch 176/269 - Train Accuracy: 0.898, Validation Accuracy: 0.919, Loss: 0.064 Epoch 12 Batch 177/269 - Train Accuracy: 0.929, Validation Accuracy: 0.917, Loss: 0.054 Epoch 12 Batch 178/269 - Train Accuracy: 0.924, Validation Accuracy: 0.914, Loss: 0.053 Epoch 12 Batch 179/269 - Train Accuracy: 0.915, Validation Accuracy: 0.923, Loss: 0.055 Epoch 12 Batch 180/269 - Train Accuracy: 0.929, Validation Accuracy: 0.922, Loss: 0.051 Epoch 12 Batch 181/269 - Train Accuracy: 0.922, Validation Accuracy: 0.922, Loss: 0.061 Epoch 12 Batch 182/269 - Train Accuracy: 0.919, Validation Accuracy: 0.913, Loss: 0.054 Epoch 12 Batch 183/269 - Train Accuracy: 0.927, Validation Accuracy: 0.919, Loss: 0.045 Epoch 12 Batch 184/269 - Train Accuracy: 0.924, Validation Accuracy: 0.923, Loss: 0.056 Epoch 12 Batch 185/269 - Train Accuracy: 0.935, Validation Accuracy: 0.926, Loss: 0.054 Epoch 12 Batch 186/269 - Train Accuracy: 0.916, Validation Accuracy: 0.920, Loss: 0.052 Epoch 12 Batch 187/269 - Train Accuracy: 0.929, Validation Accuracy: 0.918, Loss: 0.051 Epoch 12 Batch 188/269 - Train Accuracy: 0.932, Validation Accuracy: 0.923, Loss: 0.052 Epoch 12 Batch 189/269 - Train Accuracy: 0.923, Validation Accuracy: 0.926, Loss: 0.050 Epoch 12 Batch 190/269 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.054 Epoch 12 Batch 191/269 - Train Accuracy: 0.912, Validation Accuracy: 0.927, Loss: 0.054 Epoch 12 Batch 192/269 - Train Accuracy: 0.925, Validation Accuracy: 0.915, Loss: 0.055 Epoch 12 Batch 193/269 - Train Accuracy: 0.923, Validation Accuracy: 0.921, Loss: 0.053 Epoch 12 Batch 194/269 - Train Accuracy: 0.914, Validation Accuracy: 0.917, Loss: 0.054 Epoch 12 Batch 195/269 - Train Accuracy: 0.905, Validation Accuracy: 0.922, Loss: 0.056 Epoch 12 Batch 196/269 - Train Accuracy: 0.922, Validation Accuracy: 0.923, Loss: 0.053 Epoch 12 Batch 197/269 - Train Accuracy: 0.905, Validation Accuracy: 0.920, Loss: 0.056 Epoch 12 Batch 198/269 - Train Accuracy: 0.925, Validation Accuracy: 0.917, Loss: 0.056 Epoch 12 Batch 199/269 - Train Accuracy: 0.908, Validation Accuracy: 0.910, Loss: 0.061 Epoch 12 Batch 200/269 - Train Accuracy: 0.927, Validation Accuracy: 0.919, Loss: 0.055 Epoch 12 Batch 201/269 - Train Accuracy: 0.923, Validation Accuracy: 0.924, Loss: 0.057 Epoch 12 Batch 202/269 - Train Accuracy: 0.929, Validation Accuracy: 0.921, Loss: 0.053 Epoch 12 Batch 203/269 - Train Accuracy: 0.923, Validation Accuracy: 0.913, Loss: 0.059 Epoch 12 Batch 204/269 - Train Accuracy: 0.918, Validation Accuracy: 0.915, Loss: 0.058 Epoch 12 Batch 205/269 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.054 Epoch 12 Batch 206/269 - Train Accuracy: 0.914, Validation Accuracy: 0.916, Loss: 0.061 Epoch 12 Batch 207/269 - Train Accuracy: 0.917, Validation Accuracy: 0.923, Loss: 0.054 Epoch 12 Batch 208/269 - Train Accuracy: 0.924, Validation Accuracy: 0.921, Loss: 0.057 Epoch 12 Batch 209/269 - Train Accuracy: 0.936, Validation Accuracy: 0.914, Loss: 0.053 Epoch 12 Batch 210/269 - Train Accuracy: 0.918, Validation Accuracy: 0.914, Loss: 0.052 Epoch 12 Batch 211/269 - Train Accuracy: 0.932, Validation Accuracy: 0.919, Loss: 0.058 Epoch 12 Batch 212/269 - Train Accuracy: 0.924, Validation Accuracy: 0.919, Loss: 0.060 Epoch 12 Batch 213/269 - Train Accuracy: 0.920, Validation Accuracy: 0.914, Loss: 0.053 Epoch 12 Batch 214/269 - Train Accuracy: 0.922, Validation Accuracy: 0.912, Loss: 0.055 Epoch 12 Batch 215/269 - Train Accuracy: 0.922, Validation Accuracy: 0.920, Loss: 0.054 Epoch 12 Batch 216/269 - Train Accuracy: 0.898, Validation Accuracy: 0.920, Loss: 0.070 Epoch 12 Batch 217/269 - Train Accuracy: 0.914, Validation Accuracy: 0.920, Loss: 0.059 Epoch 12 Batch 218/269 - Train Accuracy: 0.929, Validation Accuracy: 0.920, Loss: 0.054 Epoch 12 Batch 219/269 - Train Accuracy: 0.931, Validation Accuracy: 0.923, Loss: 0.055 Epoch 12 Batch 220/269 - Train Accuracy: 0.911, Validation Accuracy: 0.917, Loss: 0.057 Epoch 12 Batch 221/269 - Train Accuracy: 0.919, Validation Accuracy: 0.910, Loss: 0.054 Epoch 12 Batch 222/269 - Train Accuracy: 0.934, Validation Accuracy: 0.920, Loss: 0.052 Epoch 12 Batch 223/269 - Train Accuracy: 0.915, Validation Accuracy: 0.921, Loss: 0.050 Epoch 12 Batch 224/269 - Train Accuracy: 0.919, Validation Accuracy: 0.921, Loss: 0.064 Epoch 12 Batch 225/269 - Train Accuracy: 0.915, Validation Accuracy: 0.918, Loss: 0.054 Epoch 12 Batch 226/269 - Train Accuracy: 0.922, Validation Accuracy: 0.918, Loss: 0.060 Epoch 12 Batch 227/269 - Train Accuracy: 0.926, Validation Accuracy: 0.915, Loss: 0.064 Epoch 12 Batch 228/269 - Train Accuracy: 0.920, Validation Accuracy: 0.923, Loss: 0.054 Epoch 12 Batch 229/269 - Train Accuracy: 0.915, Validation Accuracy: 0.922, Loss: 0.054 Epoch 12 Batch 230/269 - Train Accuracy: 0.929, Validation Accuracy: 0.924, Loss: 0.055 Epoch 12 Batch 231/269 - Train Accuracy: 0.912, Validation Accuracy: 0.920, Loss: 0.054 Epoch 12 Batch 232/269 - Train Accuracy: 0.928, Validation Accuracy: 0.920, Loss: 0.050 Epoch 12 Batch 233/269 - Train Accuracy: 0.928, Validation Accuracy: 0.922, Loss: 0.060 Epoch 12 Batch 234/269 - Train Accuracy: 0.926, Validation Accuracy: 0.923, Loss: 0.051 Epoch 12 Batch 235/269 - Train Accuracy: 0.939, Validation Accuracy: 0.925, Loss: 0.048 Epoch 12 Batch 236/269 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.052 Epoch 12 Batch 237/269 - Train Accuracy: 0.913, Validation Accuracy: 0.918, Loss: 0.055 Epoch 12 Batch 238/269 - Train Accuracy: 0.919, Validation Accuracy: 0.914, Loss: 0.055 Epoch 12 Batch 239/269 - Train Accuracy: 0.919, Validation Accuracy: 0.919, Loss: 0.053 Epoch 12 Batch 240/269 - Train Accuracy: 0.935, Validation Accuracy: 0.922, Loss: 0.051 Epoch 12 Batch 241/269 - Train Accuracy: 0.911, Validation Accuracy: 0.916, Loss: 0.063 Epoch 12 Batch 242/269 - Train Accuracy: 0.922, Validation Accuracy: 0.918, Loss: 0.054 Epoch 12 Batch 243/269 - Train Accuracy: 0.939, Validation Accuracy: 0.919, Loss: 0.048 Epoch 12 Batch 244/269 - Train Accuracy: 0.909, Validation Accuracy: 0.915, Loss: 0.057 Epoch 12 Batch 245/269 - Train Accuracy: 0.906, Validation Accuracy: 0.917, Loss: 0.059 Epoch 12 Batch 246/269 - Train Accuracy: 0.914, Validation Accuracy: 0.920, Loss: 0.059 Epoch 12 Batch 247/269 - Train Accuracy: 0.915, Validation Accuracy: 0.918, Loss: 0.054 Epoch 12 Batch 248/269 - Train Accuracy: 0.926, Validation Accuracy: 0.913, Loss: 0.051 Epoch 12 Batch 249/269 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.051 Epoch 12 Batch 250/269 - Train Accuracy: 0.936, Validation Accuracy: 0.916, Loss: 0.050 Epoch 12 Batch 251/269 - Train Accuracy: 0.940, Validation Accuracy: 0.923, Loss: 0.050 Epoch 12 Batch 252/269 - Train Accuracy: 0.929, Validation Accuracy: 0.925, Loss: 0.044 Epoch 12 Batch 253/269 - Train Accuracy: 0.910, Validation Accuracy: 0.920, Loss: 0.057 Epoch 12 Batch 254/269 - Train Accuracy: 0.924, Validation Accuracy: 0.925, Loss: 0.051 Epoch 12 Batch 255/269 - Train Accuracy: 0.924, Validation Accuracy: 0.923, Loss: 0.054 Epoch 12 Batch 256/269 - Train Accuracy: 0.911, Validation Accuracy: 0.925, Loss: 0.051 Epoch 12 Batch 257/269 - Train Accuracy: 0.903, Validation Accuracy: 0.919, Loss: 0.059 Epoch 12 Batch 258/269 - Train Accuracy: 0.917, Validation Accuracy: 0.912, Loss: 0.056 Epoch 12 Batch 259/269 - Train Accuracy: 0.929, Validation Accuracy: 0.919, Loss: 0.053 Epoch 12 Batch 260/269 - Train Accuracy: 0.916, Validation Accuracy: 0.923, Loss: 0.057 Epoch 12 Batch 261/269 - Train Accuracy: 0.922, Validation Accuracy: 0.923, Loss: 0.052 Epoch 12 Batch 262/269 - Train Accuracy: 0.919, Validation Accuracy: 0.926, Loss: 0.054 Epoch 12 Batch 263/269 - Train Accuracy: 0.920, Validation Accuracy: 0.926, Loss: 0.055 Epoch 12 Batch 264/269 - Train Accuracy: 0.904, Validation Accuracy: 0.931, Loss: 0.060 Epoch 12 Batch 265/269 - Train Accuracy: 0.915, Validation Accuracy: 0.928, Loss: 0.053 Epoch 12 Batch 266/269 - Train Accuracy: 0.925, Validation Accuracy: 0.925, Loss: 0.049 Epoch 12 Batch 267/269 - Train Accuracy: 0.927, Validation Accuracy: 0.922, Loss: 0.060 Epoch 13 Batch 0/269 - Train Accuracy: 0.920, Validation Accuracy: 0.922, Loss: 0.060 Epoch 13 Batch 1/269 - Train Accuracy: 0.916, Validation Accuracy: 0.925, Loss: 0.053 Epoch 13 Batch 2/269 - Train Accuracy: 0.919, Validation Accuracy: 0.918, Loss: 0.056 Epoch 13 Batch 3/269 - Train Accuracy: 0.936, Validation Accuracy: 0.923, Loss: 0.054 Epoch 13 Batch 4/269 - Train Accuracy: 0.912, Validation Accuracy: 0.922, Loss: 0.054 Epoch 13 Batch 5/269 - Train Accuracy: 0.934, Validation Accuracy: 0.919, Loss: 0.054 Epoch 13 Batch 6/269 - Train Accuracy: 0.919, Validation Accuracy: 0.917, Loss: 0.048 Epoch 13 Batch 7/269 - Train Accuracy: 0.924, Validation Accuracy: 0.925, Loss: 0.051 Epoch 13 Batch 8/269 - Train Accuracy: 0.928, Validation Accuracy: 0.924, Loss: 0.057 Epoch 13 Batch 9/269 - Train Accuracy: 0.915, Validation Accuracy: 0.925, Loss: 0.055 Epoch 13 Batch 10/269 - Train Accuracy: 0.921, Validation Accuracy: 0.926, Loss: 0.047 Epoch 13 Batch 11/269 - Train Accuracy: 0.928, Validation Accuracy: 0.929, Loss: 0.058 Epoch 13 Batch 12/269 - Train Accuracy: 0.914, Validation Accuracy: 0.922, Loss: 0.060 Epoch 13 Batch 13/269 - Train Accuracy: 0.925, Validation Accuracy: 0.920, Loss: 0.047 Epoch 13 Batch 14/269 - Train Accuracy: 0.918, Validation Accuracy: 0.925, Loss: 0.052 Epoch 13 Batch 15/269 - Train Accuracy: 0.932, Validation Accuracy: 0.925, Loss: 0.044 Epoch 13 Batch 16/269 - Train Accuracy: 0.918, Validation Accuracy: 0.923, Loss: 0.058 Epoch 13 Batch 17/269 - Train Accuracy: 0.926, Validation Accuracy: 0.922, Loss: 0.044 Epoch 13 Batch 18/269 - Train Accuracy: 0.916, Validation Accuracy: 0.921, Loss: 0.053 Epoch 13 Batch 19/269 - Train Accuracy: 0.929, Validation Accuracy: 0.913, Loss: 0.044 Epoch 13 Batch 20/269 - Train Accuracy: 0.932, Validation Accuracy: 0.926, Loss: 0.050 Epoch 13 Batch 21/269 - Train Accuracy: 0.910, Validation Accuracy: 0.924, Loss: 0.063 Epoch 13 Batch 22/269 - Train Accuracy: 0.932, Validation Accuracy: 0.927, Loss: 0.049 Epoch 13 Batch 23/269 - Train Accuracy: 0.926, Validation Accuracy: 0.919, Loss: 0.056 Epoch 13 Batch 24/269 - Train Accuracy: 0.927, Validation Accuracy: 0.922, Loss: 0.049 Epoch 13 Batch 25/269 - Train Accuracy: 0.914, Validation Accuracy: 0.923, Loss: 0.055 Epoch 13 Batch 26/269 - Train Accuracy: 0.930, Validation Accuracy: 0.921, Loss: 0.046 Epoch 13 Batch 27/269 - Train Accuracy: 0.920, Validation Accuracy: 0.917, Loss: 0.048 Epoch 13 Batch 28/269 - Train Accuracy: 0.908, Validation Accuracy: 0.924, Loss: 0.058 Epoch 13 Batch 29/269 - Train Accuracy: 0.921, Validation Accuracy: 0.921, Loss: 0.054 Epoch 13 Batch 30/269 - Train Accuracy: 0.925, Validation Accuracy: 0.919, Loss: 0.049 Epoch 13 Batch 31/269 - Train Accuracy: 0.929, Validation Accuracy: 0.916, Loss: 0.051 Epoch 13 Batch 32/269 - Train Accuracy: 0.928, Validation Accuracy: 0.918, Loss: 0.047 Epoch 13 Batch 33/269 - Train Accuracy: 0.930, Validation Accuracy: 0.916, Loss: 0.046 Epoch 13 Batch 34/269 - Train Accuracy: 0.913, Validation Accuracy: 0.917, Loss: 0.049 Epoch 13 Batch 35/269 - Train Accuracy: 0.927, Validation Accuracy: 0.926, Loss: 0.058 Epoch 13 Batch 36/269 - Train Accuracy: 0.913, Validation Accuracy: 0.928, Loss: 0.053 Epoch 13 Batch 37/269 - Train Accuracy: 0.922, Validation Accuracy: 0.925, Loss: 0.055 Epoch 13 Batch 38/269 - Train Accuracy: 0.928, Validation Accuracy: 0.928, Loss: 0.051 Epoch 13 Batch 39/269 - Train Accuracy: 0.926, Validation Accuracy: 0.922, Loss: 0.050 Epoch 13 Batch 40/269 - Train Accuracy: 0.906, Validation Accuracy: 0.913, Loss: 0.056 Epoch 13 Batch 41/269 - Train Accuracy: 0.907, Validation Accuracy: 0.916, Loss: 0.055 Epoch 13 Batch 42/269 - Train Accuracy: 0.931, Validation Accuracy: 0.925, Loss: 0.049 Epoch 13 Batch 43/269 - Train Accuracy: 0.928, Validation Accuracy: 0.922, Loss: 0.052 Epoch 13 Batch 44/269 - Train Accuracy: 0.934, Validation Accuracy: 0.926, Loss: 0.053 Epoch 13 Batch 45/269 - Train Accuracy: 0.930, Validation Accuracy: 0.920, Loss: 0.054 Epoch 13 Batch 46/269 - Train Accuracy: 0.929, Validation Accuracy: 0.921, Loss: 0.048 Epoch 13 Batch 47/269 - Train Accuracy: 0.924, Validation Accuracy: 0.917, Loss: 0.046 Epoch 13 Batch 48/269 - Train Accuracy: 0.925, Validation Accuracy: 0.917, Loss: 0.048 Epoch 13 Batch 49/269 - Train Accuracy: 0.926, Validation Accuracy: 0.923, Loss: 0.049 Epoch 13 Batch 50/269 - Train Accuracy: 0.906, Validation Accuracy: 0.924, Loss: 0.060 Epoch 13 Batch 51/269 - Train Accuracy: 0.926, Validation Accuracy: 0.920, Loss: 0.051 Epoch 13 Batch 52/269 - Train Accuracy: 0.914, Validation Accuracy: 0.920, Loss: 0.046 Epoch 13 Batch 53/269 - Train Accuracy: 0.899, Validation Accuracy: 0.917, Loss: 0.056 Epoch 13 Batch 54/269 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.049 Epoch 13 Batch 55/269 - Train Accuracy: 0.930, Validation Accuracy: 0.923, Loss: 0.052 Epoch 13 Batch 56/269 - Train Accuracy: 0.923, Validation Accuracy: 0.923, Loss: 0.052 Epoch 13 Batch 57/269 - Train Accuracy: 0.920, Validation Accuracy: 0.914, Loss: 0.056 Epoch 13 Batch 58/269 - Train Accuracy: 0.929, Validation Accuracy: 0.917, Loss: 0.052 Epoch 13 Batch 59/269 - Train Accuracy: 0.942, Validation Accuracy: 0.923, Loss: 0.041 Epoch 13 Batch 60/269 - Train Accuracy: 0.926, Validation Accuracy: 0.921, Loss: 0.047 Epoch 13 Batch 61/269 - Train Accuracy: 0.927, Validation Accuracy: 0.922, Loss: 0.048 Epoch 13 Batch 62/269 - Train Accuracy: 0.915, Validation Accuracy: 0.925, Loss: 0.054 Epoch 13 Batch 63/269 - Train Accuracy: 0.915, Validation Accuracy: 0.929, Loss: 0.059 Epoch 13 Batch 64/269 - Train Accuracy: 0.925, Validation Accuracy: 0.927, Loss: 0.047 Epoch 13 Batch 65/269 - Train Accuracy: 0.926, Validation Accuracy: 0.923, Loss: 0.048 Epoch 13 Batch 66/269 - Train Accuracy: 0.912, Validation Accuracy: 0.919, Loss: 0.053 Epoch 13 Batch 67/269 - Train Accuracy: 0.926, Validation Accuracy: 0.918, Loss: 0.058 Epoch 13 Batch 68/269 - Train Accuracy: 0.907, Validation Accuracy: 0.918, Loss: 0.056 Epoch 13 Batch 69/269 - Train Accuracy: 0.903, Validation Accuracy: 0.924, Loss: 0.063 Epoch 13 Batch 70/269 - Train Accuracy: 0.936, Validation Accuracy: 0.922, Loss: 0.053 Epoch 13 Batch 71/269 - Train Accuracy: 0.929, Validation Accuracy: 0.917, Loss: 0.057 Epoch 13 Batch 72/269 - Train Accuracy: 0.920, Validation Accuracy: 0.917, Loss: 0.055 Epoch 13 Batch 73/269 - Train Accuracy: 0.917, Validation Accuracy: 0.915, Loss: 0.057 Epoch 13 Batch 74/269 - Train Accuracy: 0.920, Validation Accuracy: 0.921, Loss: 0.051 Epoch 13 Batch 75/269 - Train Accuracy: 0.925, Validation Accuracy: 0.919, Loss: 0.055 Epoch 13 Batch 76/269 - Train Accuracy: 0.912, Validation Accuracy: 0.922, Loss: 0.049 Epoch 13 Batch 77/269 - Train Accuracy: 0.925, Validation Accuracy: 0.918, Loss: 0.050 Epoch 13 Batch 78/269 - Train Accuracy: 0.930, Validation Accuracy: 0.918, Loss: 0.051 Epoch 13 Batch 79/269 - Train Accuracy: 0.912, Validation Accuracy: 0.929, Loss: 0.052 Epoch 13 Batch 80/269 - Train Accuracy: 0.924, Validation Accuracy: 0.922, Loss: 0.049 Epoch 13 Batch 81/269 - Train Accuracy: 0.922, Validation Accuracy: 0.919, Loss: 0.056 Epoch 13 Batch 82/269 - Train Accuracy: 0.935, Validation Accuracy: 0.918, Loss: 0.045 Epoch 13 Batch 83/269 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.062 Epoch 13 Batch 84/269 - Train Accuracy: 0.919, Validation Accuracy: 0.923, Loss: 0.050 Epoch 13 Batch 85/269 - Train Accuracy: 0.926, Validation Accuracy: 0.921, Loss: 0.048 Epoch 13 Batch 86/269 - Train Accuracy: 0.921, Validation Accuracy: 0.921, Loss: 0.045 Epoch 13 Batch 87/269 - Train Accuracy: 0.918, Validation Accuracy: 0.920, Loss: 0.055 Epoch 13 Batch 88/269 - Train Accuracy: 0.916, Validation Accuracy: 0.921, Loss: 0.052 Epoch 13 Batch 89/269 - Train Accuracy: 0.938, Validation Accuracy: 0.919, Loss: 0.048 Epoch 13 Batch 90/269 - Train Accuracy: 0.920, Validation Accuracy: 0.923, Loss: 0.055 Epoch 13 Batch 91/269 - Train Accuracy: 0.926, Validation Accuracy: 0.926, Loss: 0.049 Epoch 13 Batch 92/269 - Train Accuracy: 0.932, Validation Accuracy: 0.926, Loss: 0.049 Epoch 13 Batch 93/269 - Train Accuracy: 0.933, Validation Accuracy: 0.915, Loss: 0.048 Epoch 13 Batch 94/269 - Train Accuracy: 0.914, Validation Accuracy: 0.918, Loss: 0.058 Epoch 13 Batch 95/269 - Train Accuracy: 0.931, Validation Accuracy: 0.923, Loss: 0.051 Epoch 13 Batch 96/269 - Train Accuracy: 0.907, Validation Accuracy: 0.918, Loss: 0.056 Epoch 13 Batch 97/269 - Train Accuracy: 0.931, Validation Accuracy: 0.917, Loss: 0.053 Epoch 13 Batch 98/269 - Train Accuracy: 0.933, Validation Accuracy: 0.925, Loss: 0.053 Epoch 13 Batch 99/269 - Train Accuracy: 0.918, Validation Accuracy: 0.922, Loss: 0.048 Epoch 13 Batch 100/269 - Train Accuracy: 0.933, Validation Accuracy: 0.925, Loss: 0.053 Epoch 13 Batch 101/269 - Train Accuracy: 0.908, Validation Accuracy: 0.921, Loss: 0.061 Epoch 13 Batch 102/269 - Train Accuracy: 0.928, Validation Accuracy: 0.923, Loss: 0.048 Epoch 13 Batch 103/269 - Train Accuracy: 0.917, Validation Accuracy: 0.927, Loss: 0.060 Epoch 13 Batch 104/269 - Train Accuracy: 0.931, Validation Accuracy: 0.926, Loss: 0.050 Epoch 13 Batch 105/269 - Train Accuracy: 0.927, Validation Accuracy: 0.933, Loss: 0.052 Epoch 13 Batch 106/269 - Train Accuracy: 0.924, Validation Accuracy: 0.928, Loss: 0.046 Epoch 13 Batch 107/269 - Train Accuracy: 0.940, Validation Accuracy: 0.918, Loss: 0.054 Epoch 13 Batch 108/269 - Train Accuracy: 0.930, Validation Accuracy: 0.919, Loss: 0.053 Epoch 13 Batch 109/269 - Train Accuracy: 0.909, Validation Accuracy: 0.922, Loss: 0.058 Epoch 13 Batch 110/269 - Train Accuracy: 0.917, Validation Accuracy: 0.921, Loss: 0.050 Epoch 13 Batch 111/269 - Train Accuracy: 0.922, Validation Accuracy: 0.926, Loss: 0.058 Epoch 13 Batch 112/269 - Train Accuracy: 0.923, Validation Accuracy: 0.923, Loss: 0.055 Epoch 13 Batch 113/269 - Train Accuracy: 0.921, Validation Accuracy: 0.924, Loss: 0.052 Epoch 13 Batch 114/269 - Train Accuracy: 0.922, Validation Accuracy: 0.924, Loss: 0.052 Epoch 13 Batch 115/269 - Train Accuracy: 0.916, Validation Accuracy: 0.923, Loss: 0.054 Epoch 13 Batch 116/269 - Train Accuracy: 0.930, Validation Accuracy: 0.927, Loss: 0.052 Epoch 13 Batch 117/269 - Train Accuracy: 0.919, Validation Accuracy: 0.929, Loss: 0.050 Epoch 13 Batch 118/269 - Train Accuracy: 0.933, Validation Accuracy: 0.928, Loss: 0.045 Epoch 13 Batch 119/269 - Train Accuracy: 0.926, Validation Accuracy: 0.928, Loss: 0.056 Epoch 13 Batch 120/269 - Train Accuracy: 0.930, Validation Accuracy: 0.920, Loss: 0.051 Epoch 13 Batch 121/269 - Train Accuracy: 0.929, Validation Accuracy: 0.925, Loss: 0.048 Epoch 13 Batch 122/269 - Train Accuracy: 0.926, Validation Accuracy: 0.920, Loss: 0.048 Epoch 13 Batch 123/269 - Train Accuracy: 0.908, Validation Accuracy: 0.916, Loss: 0.053 Epoch 13 Batch 124/269 - Train Accuracy: 0.928, Validation Accuracy: 0.917, Loss: 0.049 Epoch 13 Batch 125/269 - Train Accuracy: 0.923, Validation Accuracy: 0.925, Loss: 0.048 Epoch 13 Batch 126/269 - Train Accuracy: 0.900, Validation Accuracy: 0.924, Loss: 0.052 Epoch 13 Batch 127/269 - Train Accuracy: 0.919, Validation Accuracy: 0.925, Loss: 0.053 Epoch 13 Batch 128/269 - Train Accuracy: 0.924, Validation Accuracy: 0.916, Loss: 0.052 Epoch 13 Batch 129/269 - Train Accuracy: 0.913, Validation Accuracy: 0.918, Loss: 0.054 Epoch 13 Batch 130/269 - Train Accuracy: 0.919, Validation Accuracy: 0.922, Loss: 0.055 Epoch 13 Batch 131/269 - Train Accuracy: 0.912, Validation Accuracy: 0.926, Loss: 0.051 Epoch 13 Batch 132/269 - Train Accuracy: 0.900, Validation Accuracy: 0.916, Loss: 0.053 Epoch 13 Batch 133/269 - Train Accuracy: 0.927, Validation Accuracy: 0.924, Loss: 0.049 Epoch 13 Batch 134/269 - Train Accuracy: 0.927, Validation Accuracy: 0.924, Loss: 0.050 Epoch 13 Batch 135/269 - Train Accuracy: 0.917, Validation Accuracy: 0.915, Loss: 0.053 Epoch 13 Batch 136/269 - Train Accuracy: 0.907, Validation Accuracy: 0.916, Loss: 0.056 Epoch 13 Batch 137/269 - Train Accuracy: 0.915, Validation Accuracy: 0.924, Loss: 0.061 Epoch 13 Batch 138/269 - Train Accuracy: 0.917, Validation Accuracy: 0.924, Loss: 0.048 Epoch 13 Batch 139/269 - Train Accuracy: 0.932, Validation Accuracy: 0.920, Loss: 0.048 Epoch 13 Batch 140/269 - Train Accuracy: 0.923, Validation Accuracy: 0.918, Loss: 0.055 Epoch 13 Batch 141/269 - Train Accuracy: 0.917, Validation Accuracy: 0.918, Loss: 0.056 Epoch 13 Batch 142/269 - Train Accuracy: 0.918, Validation Accuracy: 0.923, Loss: 0.053 Epoch 13 Batch 143/269 - Train Accuracy: 0.940, Validation Accuracy: 0.921, Loss: 0.045 Epoch 13 Batch 144/269 - Train Accuracy: 0.949, Validation Accuracy: 0.927, Loss: 0.041 Epoch 13 Batch 145/269 - Train Accuracy: 0.933, Validation Accuracy: 0.926, Loss: 0.046 Epoch 13 Batch 146/269 - Train Accuracy: 0.922, Validation Accuracy: 0.929, Loss: 0.048 Epoch 13 Batch 147/269 - Train Accuracy: 0.927, Validation Accuracy: 0.925, Loss: 0.054 Epoch 13 Batch 148/269 - Train Accuracy: 0.926, Validation Accuracy: 0.920, Loss: 0.049 Epoch 13 Batch 149/269 - Train Accuracy: 0.916, Validation Accuracy: 0.915, Loss: 0.057 Epoch 13 Batch 150/269 - Train Accuracy: 0.918, Validation Accuracy: 0.917, Loss: 0.055 Epoch 13 Batch 151/269 - Train Accuracy: 0.927, Validation Accuracy: 0.926, Loss: 0.052 Epoch 13 Batch 152/269 - Train Accuracy: 0.918, Validation Accuracy: 0.928, Loss: 0.051 Epoch 13 Batch 153/269 - Train Accuracy: 0.930, Validation Accuracy: 0.934, Loss: 0.049 Epoch 13 Batch 154/269 - Train Accuracy: 0.932, Validation Accuracy: 0.933, Loss: 0.047 Epoch 13 Batch 155/269 - Train Accuracy: 0.925, Validation Accuracy: 0.923, Loss: 0.047 Epoch 13 Batch 156/269 - Train Accuracy: 0.930, Validation Accuracy: 0.917, Loss: 0.051 Epoch 13 Batch 157/269 - Train Accuracy: 0.908, Validation Accuracy: 0.922, Loss: 0.046 Epoch 13 Batch 158/269 - Train Accuracy: 0.921, Validation Accuracy: 0.926, Loss: 0.048 Epoch 13 Batch 159/269 - Train Accuracy: 0.921, Validation Accuracy: 0.931, Loss: 0.051 Epoch 13 Batch 160/269 - Train Accuracy: 0.924, Validation Accuracy: 0.934, Loss: 0.049 Epoch 13 Batch 161/269 - Train Accuracy: 0.937, Validation Accuracy: 0.926, Loss: 0.048 Epoch 13 Batch 162/269 - Train Accuracy: 0.933, Validation Accuracy: 0.930, Loss: 0.048 Epoch 13 Batch 163/269 - Train Accuracy: 0.929, Validation Accuracy: 0.930, Loss: 0.050 Epoch 13 Batch 164/269 - Train Accuracy: 0.931, Validation Accuracy: 0.926, Loss: 0.047 Epoch 13 Batch 165/269 - Train Accuracy: 0.929, Validation Accuracy: 0.930, Loss: 0.046 Epoch 13 Batch 166/269 - Train Accuracy: 0.928, Validation Accuracy: 0.914, Loss: 0.049 Epoch 13 Batch 167/269 - Train Accuracy: 0.929, Validation Accuracy: 0.916, Loss: 0.048 Epoch 13 Batch 168/269 - Train Accuracy: 0.922, Validation Accuracy: 0.926, Loss: 0.050 Epoch 13 Batch 169/269 - Train Accuracy: 0.915, Validation Accuracy: 0.929, Loss: 0.048 Epoch 13 Batch 170/269 - Train Accuracy: 0.928, Validation Accuracy: 0.930, Loss: 0.046 Epoch 13 Batch 171/269 - Train Accuracy: 0.934, Validation Accuracy: 0.923, Loss: 0.049 Epoch 13 Batch 172/269 - Train Accuracy: 0.920, Validation Accuracy: 0.925, Loss: 0.057 Epoch 13 Batch 173/269 - Train Accuracy: 0.931, Validation Accuracy: 0.929, Loss: 0.046 Epoch 13 Batch 174/269 - Train Accuracy: 0.935, Validation Accuracy: 0.931, Loss: 0.050 Epoch 13 Batch 175/269 - Train Accuracy: 0.923, Validation Accuracy: 0.930, Loss: 0.061 Epoch 13 Batch 176/269 - Train Accuracy: 0.913, Validation Accuracy: 0.922, Loss: 0.056 Epoch 13 Batch 177/269 - Train Accuracy: 0.932, Validation Accuracy: 0.925, Loss: 0.048 Epoch 13 Batch 178/269 - Train Accuracy: 0.938, Validation Accuracy: 0.929, Loss: 0.044 Epoch 13 Batch 179/269 - Train Accuracy: 0.925, Validation Accuracy: 0.927, Loss: 0.049 Epoch 13 Batch 180/269 - Train Accuracy: 0.929, Validation Accuracy: 0.924, Loss: 0.044 Epoch 13 Batch 181/269 - Train Accuracy: 0.934, Validation Accuracy: 0.932, Loss: 0.053 Epoch 13 Batch 182/269 - Train Accuracy: 0.927, Validation Accuracy: 0.931, Loss: 0.047 Epoch 13 Batch 183/269 - Train Accuracy: 0.930, Validation Accuracy: 0.929, Loss: 0.038 Epoch 13 Batch 184/269 - Train Accuracy: 0.927, Validation Accuracy: 0.928, Loss: 0.047 Epoch 13 Batch 185/269 - Train Accuracy: 0.949, Validation Accuracy: 0.932, Loss: 0.047 Epoch 13 Batch 186/269 - Train Accuracy: 0.925, Validation Accuracy: 0.932, Loss: 0.043 Epoch 13 Batch 187/269 - Train Accuracy: 0.934, Validation Accuracy: 0.927, Loss: 0.045 Epoch 13 Batch 188/269 - Train Accuracy: 0.939, Validation Accuracy: 0.928, Loss: 0.044 Epoch 13 Batch 189/269 - Train Accuracy: 0.933, Validation Accuracy: 0.922, Loss: 0.043 Epoch 13 Batch 190/269 - Train Accuracy: 0.929, Validation Accuracy: 0.922, Loss: 0.048 Epoch 13 Batch 191/269 - Train Accuracy: 0.919, Validation Accuracy: 0.928, Loss: 0.047 Epoch 13 Batch 192/269 - Train Accuracy: 0.932, Validation Accuracy: 0.924, Loss: 0.047 Epoch 13 Batch 193/269 - Train Accuracy: 0.926, Validation Accuracy: 0.923, Loss: 0.045 Epoch 13 Batch 194/269 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.047 Epoch 13 Batch 195/269 - Train Accuracy: 0.914, Validation Accuracy: 0.927, Loss: 0.049 Epoch 13 Batch 196/269 - Train Accuracy: 0.925, Validation Accuracy: 0.928, Loss: 0.046 Epoch 13 Batch 197/269 - Train Accuracy: 0.910, Validation Accuracy: 0.928, Loss: 0.050 Epoch 13 Batch 198/269 - Train Accuracy: 0.932, Validation Accuracy: 0.928, Loss: 0.049 Epoch 13 Batch 199/269 - Train Accuracy: 0.912, Validation Accuracy: 0.923, Loss: 0.053 Epoch 13 Batch 200/269 - Train Accuracy: 0.935, Validation Accuracy: 0.920, Loss: 0.048 Epoch 13 Batch 201/269 - Train Accuracy: 0.926, Validation Accuracy: 0.933, Loss: 0.049 Epoch 13 Batch 202/269 - Train Accuracy: 0.930, Validation Accuracy: 0.930, Loss: 0.046 Epoch 13 Batch 203/269 - Train Accuracy: 0.939, Validation Accuracy: 0.926, Loss: 0.052 Epoch 13 Batch 204/269 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.049 Epoch 13 Batch 205/269 - Train Accuracy: 0.929, Validation Accuracy: 0.921, Loss: 0.049 Epoch 13 Batch 206/269 - Train Accuracy: 0.912, Validation Accuracy: 0.929, Loss: 0.054 Epoch 13 Batch 207/269 - Train Accuracy: 0.920, Validation Accuracy: 0.929, Loss: 0.046 Epoch 13 Batch 208/269 - Train Accuracy: 0.932, Validation Accuracy: 0.928, Loss: 0.050 Epoch 13 Batch 209/269 - Train Accuracy: 0.939, Validation Accuracy: 0.925, Loss: 0.046 Epoch 13 Batch 210/269 - Train Accuracy: 0.927, Validation Accuracy: 0.918, Loss: 0.045 Epoch 13 Batch 211/269 - Train Accuracy: 0.937, Validation Accuracy: 0.921, Loss: 0.050 Epoch 13 Batch 212/269 - Train Accuracy: 0.935, Validation Accuracy: 0.923, Loss: 0.053 Epoch 13 Batch 213/269 - Train Accuracy: 0.928, Validation Accuracy: 0.923, Loss: 0.045 Epoch 13 Batch 214/269 - Train Accuracy: 0.930, Validation Accuracy: 0.927, Loss: 0.049 Epoch 13 Batch 215/269 - Train Accuracy: 0.927, Validation Accuracy: 0.925, Loss: 0.047 Epoch 13 Batch 216/269 - Train Accuracy: 0.903, Validation Accuracy: 0.923, Loss: 0.062 Epoch 13 Batch 217/269 - Train Accuracy: 0.916, Validation Accuracy: 0.923, Loss: 0.052 Epoch 13 Batch 218/269 - Train Accuracy: 0.937, Validation Accuracy: 0.925, Loss: 0.046 Epoch 13 Batch 219/269 - Train Accuracy: 0.928, Validation Accuracy: 0.925, Loss: 0.049 Epoch 13 Batch 220/269 - Train Accuracy: 0.920, Validation Accuracy: 0.924, Loss: 0.049 Epoch 13 Batch 221/269 - Train Accuracy: 0.927, Validation Accuracy: 0.919, Loss: 0.048 Epoch 13 Batch 222/269 - Train Accuracy: 0.940, Validation Accuracy: 0.919, Loss: 0.042 Epoch 13 Batch 223/269 - Train Accuracy: 0.922, Validation Accuracy: 0.928, Loss: 0.044 Epoch 13 Batch 224/269 - Train Accuracy: 0.924, Validation Accuracy: 0.924, Loss: 0.055 Epoch 13 Batch 225/269 - Train Accuracy: 0.919, Validation Accuracy: 0.931, Loss: 0.046 Epoch 13 Batch 226/269 - Train Accuracy: 0.924, Validation Accuracy: 0.918, Loss: 0.051 Epoch 13 Batch 227/269 - Train Accuracy: 0.933, Validation Accuracy: 0.928, Loss: 0.058 Epoch 13 Batch 228/269 - Train Accuracy: 0.921, Validation Accuracy: 0.928, Loss: 0.044 Epoch 13 Batch 229/269 - Train Accuracy: 0.920, Validation Accuracy: 0.927, Loss: 0.048 Epoch 13 Batch 230/269 - Train Accuracy: 0.928, Validation Accuracy: 0.928, Loss: 0.046 Epoch 13 Batch 231/269 - Train Accuracy: 0.919, Validation Accuracy: 0.928, Loss: 0.048 Epoch 13 Batch 232/269 - Train Accuracy: 0.930, Validation Accuracy: 0.927, Loss: 0.043 Epoch 13 Batch 233/269 - Train Accuracy: 0.933, Validation Accuracy: 0.923, Loss: 0.053 Epoch 13 Batch 234/269 - Train Accuracy: 0.932, Validation Accuracy: 0.928, Loss: 0.046 Epoch 13 Batch 235/269 - Train Accuracy: 0.946, Validation Accuracy: 0.927, Loss: 0.041 Epoch 13 Batch 236/269 - Train Accuracy: 0.928, Validation Accuracy: 0.921, Loss: 0.043 Epoch 13 Batch 237/269 - Train Accuracy: 0.926, Validation Accuracy: 0.924, Loss: 0.046 Epoch 13 Batch 238/269 - Train Accuracy: 0.927, Validation Accuracy: 0.924, Loss: 0.046 Epoch 13 Batch 239/269 - Train Accuracy: 0.933, Validation Accuracy: 0.925, Loss: 0.045 Epoch 13 Batch 240/269 - Train Accuracy: 0.933, Validation Accuracy: 0.928, Loss: 0.043 Epoch 13 Batch 241/269 - Train Accuracy: 0.913, Validation Accuracy: 0.928, Loss: 0.054 Epoch 13 Batch 242/269 - Train Accuracy: 0.931, Validation Accuracy: 0.929, Loss: 0.047 Epoch 13 Batch 243/269 - Train Accuracy: 0.945, Validation Accuracy: 0.927, Loss: 0.040 Epoch 13 Batch 244/269 - Train Accuracy: 0.923, Validation Accuracy: 0.930, Loss: 0.049 Epoch 13 Batch 245/269 - Train Accuracy: 0.914, Validation Accuracy: 0.930, Loss: 0.049 Epoch 13 Batch 246/269 - Train Accuracy: 0.924, Validation Accuracy: 0.925, Loss: 0.050 Epoch 13 Batch 247/269 - Train Accuracy: 0.927, Validation Accuracy: 0.927, Loss: 0.044 Epoch 13 Batch 248/269 - Train Accuracy: 0.934, Validation Accuracy: 0.926, Loss: 0.043 Epoch 13 Batch 249/269 - Train Accuracy: 0.925, Validation Accuracy: 0.924, Loss: 0.044 Epoch 13 Batch 250/269 - Train Accuracy: 0.931, Validation Accuracy: 0.924, Loss: 0.044 Epoch 13 Batch 251/269 - Train Accuracy: 0.941, Validation Accuracy: 0.925, Loss: 0.041 Epoch 13 Batch 252/269 - Train Accuracy: 0.934, Validation Accuracy: 0.931, Loss: 0.038 Epoch 13 Batch 253/269 - Train Accuracy: 0.914, Validation Accuracy: 0.931, Loss: 0.050 Epoch 13 Batch 254/269 - Train Accuracy: 0.928, Validation Accuracy: 0.926, Loss: 0.045 Epoch 13 Batch 255/269 - Train Accuracy: 0.931, Validation Accuracy: 0.931, Loss: 0.048 Epoch 13 Batch 256/269 - Train Accuracy: 0.918, Validation Accuracy: 0.930, Loss: 0.044 Epoch 13 Batch 257/269 - Train Accuracy: 0.915, Validation Accuracy: 0.926, Loss: 0.051 Epoch 13 Batch 258/269 - Train Accuracy: 0.924, Validation Accuracy: 0.920, Loss: 0.049 Epoch 13 Batch 259/269 - Train Accuracy: 0.938, Validation Accuracy: 0.931, Loss: 0.046 Epoch 13 Batch 260/269 - Train Accuracy: 0.928, Validation Accuracy: 0.928, Loss: 0.051 Epoch 13 Batch 261/269 - Train Accuracy: 0.930, Validation Accuracy: 0.933, Loss: 0.046 Epoch 13 Batch 262/269 - Train Accuracy: 0.924, Validation Accuracy: 0.927, Loss: 0.048 Epoch 13 Batch 263/269 - Train Accuracy: 0.926, Validation Accuracy: 0.933, Loss: 0.049 Epoch 13 Batch 264/269 - Train Accuracy: 0.908, Validation Accuracy: 0.931, Loss: 0.051 Epoch 13 Batch 265/269 - Train Accuracy: 0.922, Validation Accuracy: 0.933, Loss: 0.048 Epoch 13 Batch 266/269 - Train Accuracy: 0.930, Validation Accuracy: 0.929, Loss: 0.043 Epoch 13 Batch 267/269 - Train Accuracy: 0.935, Validation Accuracy: 0.929, Loss: 0.051 Epoch 14 Batch 0/269 - Train Accuracy: 0.930, Validation Accuracy: 0.933, Loss: 0.053 Epoch 14 Batch 1/269 - Train Accuracy: 0.927, Validation Accuracy: 0.933, Loss: 0.045 Epoch 14 Batch 2/269 - Train Accuracy: 0.932, Validation Accuracy: 0.927, Loss: 0.049 Epoch 14 Batch 3/269 - Train Accuracy: 0.933, Validation Accuracy: 0.926, Loss: 0.045 Epoch 14 Batch 4/269 - Train Accuracy: 0.924, Validation Accuracy: 0.925, Loss: 0.048 Epoch 14 Batch 5/269 - Train Accuracy: 0.935, Validation Accuracy: 0.924, Loss: 0.046 Epoch 14 Batch 6/269 - Train Accuracy: 0.926, Validation Accuracy: 0.926, Loss: 0.042 Epoch 14 Batch 7/269 - Train Accuracy: 0.926, Validation Accuracy: 0.927, Loss: 0.043 Epoch 14 Batch 8/269 - Train Accuracy: 0.936, Validation Accuracy: 0.928, Loss: 0.050 Epoch 14 Batch 9/269 - Train Accuracy: 0.921, Validation Accuracy: 0.933, Loss: 0.048 Epoch 14 Batch 10/269 - Train Accuracy: 0.924, Validation Accuracy: 0.932, Loss: 0.041 Epoch 14 Batch 11/269 - Train Accuracy: 0.930, Validation Accuracy: 0.931, Loss: 0.052 Epoch 14 Batch 12/269 - Train Accuracy: 0.918, Validation Accuracy: 0.933, Loss: 0.052 Epoch 14 Batch 13/269 - Train Accuracy: 0.929, Validation Accuracy: 0.935, Loss: 0.040 Epoch 14 Batch 14/269 - Train Accuracy: 0.924, Validation Accuracy: 0.925, Loss: 0.044 Epoch 14 Batch 15/269 - Train Accuracy: 0.936, Validation Accuracy: 0.923, Loss: 0.037 Epoch 14 Batch 16/269 - Train Accuracy: 0.926, Validation Accuracy: 0.930, Loss: 0.050 Epoch 14 Batch 17/269 - Train Accuracy: 0.933, Validation Accuracy: 0.929, Loss: 0.038 Epoch 14 Batch 18/269 - Train Accuracy: 0.918, Validation Accuracy: 0.925, Loss: 0.046 Epoch 14 Batch 19/269 - Train Accuracy: 0.935, Validation Accuracy: 0.927, Loss: 0.037 Epoch 14 Batch 20/269 - Train Accuracy: 0.941, Validation Accuracy: 0.932, Loss: 0.043 Epoch 14 Batch 21/269 - Train Accuracy: 0.918, Validation Accuracy: 0.928, Loss: 0.056 Epoch 14 Batch 22/269 - Train Accuracy: 0.937, Validation Accuracy: 0.928, Loss: 0.042 Epoch 14 Batch 23/269 - Train Accuracy: 0.931, Validation Accuracy: 0.928, Loss: 0.047 Epoch 14 Batch 24/269 - Train Accuracy: 0.934, Validation Accuracy: 0.926, Loss: 0.042 Epoch 14 Batch 25/269 - Train Accuracy: 0.923, Validation Accuracy: 0.927, Loss: 0.048 Epoch 14 Batch 26/269 - Train Accuracy: 0.935, Validation Accuracy: 0.934, Loss: 0.040 Epoch 14 Batch 27/269 - Train Accuracy: 0.927, Validation Accuracy: 0.922, Loss: 0.041 Epoch 14 Batch 28/269 - Train Accuracy: 0.916, Validation Accuracy: 0.928, Loss: 0.050 Epoch 14 Batch 29/269 - Train Accuracy: 0.926, Validation Accuracy: 0.926, Loss: 0.046 Epoch 14 Batch 30/269 - Train Accuracy: 0.929, Validation Accuracy: 0.923, Loss: 0.044 Epoch 14 Batch 31/269 - Train Accuracy: 0.935, Validation Accuracy: 0.927, Loss: 0.045 Epoch 14 Batch 32/269 - Train Accuracy: 0.937, Validation Accuracy: 0.927, Loss: 0.041 Epoch 14 Batch 33/269 - Train Accuracy: 0.936, Validation Accuracy: 0.926, Loss: 0.039 Epoch 14 Batch 34/269 - Train Accuracy: 0.924, Validation Accuracy: 0.927, Loss: 0.043 Epoch 14 Batch 35/269 - Train Accuracy: 0.931, Validation Accuracy: 0.935, Loss: 0.050 Epoch 14 Batch 36/269 - Train Accuracy: 0.923, Validation Accuracy: 0.935, Loss: 0.047 Epoch 14 Batch 37/269 - Train Accuracy: 0.934, Validation Accuracy: 0.929, Loss: 0.047 Epoch 14 Batch 38/269 - Train Accuracy: 0.932, Validation Accuracy: 0.936, Loss: 0.044 Epoch 14 Batch 39/269 - Train Accuracy: 0.933, Validation Accuracy: 0.940, Loss: 0.044 Epoch 14 Batch 40/269 - Train Accuracy: 0.923, Validation Accuracy: 0.936, Loss: 0.049 Epoch 14 Batch 41/269 - Train Accuracy: 0.907, Validation Accuracy: 0.922, Loss: 0.048 Epoch 14 Batch 42/269 - Train Accuracy: 0.935, Validation Accuracy: 0.926, Loss: 0.042 Epoch 14 Batch 43/269 - Train Accuracy: 0.935, Validation Accuracy: 0.929, Loss: 0.044 Epoch 14 Batch 44/269 - Train Accuracy: 0.940, Validation Accuracy: 0.935, Loss: 0.047 Epoch 14 Batch 45/269 - Train Accuracy: 0.928, Validation Accuracy: 0.924, Loss: 0.047 Epoch 14 Batch 46/269 - Train Accuracy: 0.933, Validation Accuracy: 0.929, Loss: 0.042 Epoch 14 Batch 47/269 - Train Accuracy: 0.933, Validation Accuracy: 0.929, Loss: 0.039 Epoch 14 Batch 48/269 - Train Accuracy: 0.935, Validation Accuracy: 0.926, Loss: 0.044 Epoch 14 Batch 49/269 - Train Accuracy: 0.925, Validation Accuracy: 0.928, Loss: 0.040 Epoch 14 Batch 50/269 - Train Accuracy: 0.914, Validation Accuracy: 0.930, Loss: 0.052 Epoch 14 Batch 51/269 - Train Accuracy: 0.936, Validation Accuracy: 0.929, Loss: 0.045 Epoch 14 Batch 52/269 - Train Accuracy: 0.919, Validation Accuracy: 0.922, Loss: 0.038 Epoch 14 Batch 53/269 - Train Accuracy: 0.916, Validation Accuracy: 0.922, Loss: 0.049 Epoch 14 Batch 54/269 - Train Accuracy: 0.937, Validation Accuracy: 0.929, Loss: 0.041 Epoch 14 Batch 55/269 - Train Accuracy: 0.931, Validation Accuracy: 0.923, Loss: 0.045 Epoch 14 Batch 56/269 - Train Accuracy: 0.927, Validation Accuracy: 0.923, Loss: 0.047 Epoch 14 Batch 57/269 - Train Accuracy: 0.928, Validation Accuracy: 0.925, Loss: 0.049 Epoch 14 Batch 58/269 - Train Accuracy: 0.930, Validation Accuracy: 0.926, Loss: 0.045 Epoch 14 Batch 59/269 - Train Accuracy: 0.943, Validation Accuracy: 0.932, Loss: 0.036 Epoch 14 Batch 60/269 - Train Accuracy: 0.927, Validation Accuracy: 0.926, Loss: 0.042 Epoch 14 Batch 61/269 - Train Accuracy: 0.922, Validation Accuracy: 0.922, Loss: 0.043 Epoch 14 Batch 62/269 - Train Accuracy: 0.919, Validation Accuracy: 0.934, Loss: 0.050 Epoch 14 Batch 63/269 - Train Accuracy: 0.923, Validation Accuracy: 0.934, Loss: 0.052 Epoch 14 Batch 64/269 - Train Accuracy: 0.931, Validation Accuracy: 0.931, Loss: 0.042 Epoch 14 Batch 65/269 - Train Accuracy: 0.935, Validation Accuracy: 0.928, Loss: 0.042 Epoch 14 Batch 66/269 - Train Accuracy: 0.919, Validation Accuracy: 0.926, Loss: 0.045 Epoch 14 Batch 67/269 - Train Accuracy: 0.930, Validation Accuracy: 0.927, Loss: 0.051 Epoch 14 Batch 68/269 - Train Accuracy: 0.918, Validation Accuracy: 0.925, Loss: 0.049 Epoch 14 Batch 69/269 - Train Accuracy: 0.908, Validation Accuracy: 0.927, Loss: 0.055 Epoch 14 Batch 70/269 - Train Accuracy: 0.939, Validation Accuracy: 0.930, Loss: 0.046 Epoch 14 Batch 71/269 - Train Accuracy: 0.936, Validation Accuracy: 0.931, Loss: 0.050 Epoch 14 Batch 72/269 - Train Accuracy: 0.926, Validation Accuracy: 0.925, Loss: 0.047 Epoch 14 Batch 73/269 - Train Accuracy: 0.922, Validation Accuracy: 0.925, Loss: 0.050 Epoch 14 Batch 74/269 - Train Accuracy: 0.933, Validation Accuracy: 0.925, Loss: 0.045 Epoch 14 Batch 75/269 - Train Accuracy: 0.929, Validation Accuracy: 0.926, Loss: 0.048 Epoch 14 Batch 76/269 - Train Accuracy: 0.923, Validation Accuracy: 0.927, Loss: 0.043 Epoch 14 Batch 77/269 - Train Accuracy: 0.937, Validation Accuracy: 0.924, Loss: 0.043 Epoch 14 Batch 78/269 - Train Accuracy: 0.933, Validation Accuracy: 0.931, Loss: 0.043 Epoch 14 Batch 79/269 - Train Accuracy: 0.921, Validation Accuracy: 0.931, Loss: 0.045 Epoch 14 Batch 80/269 - Train Accuracy: 0.930, Validation Accuracy: 0.927, Loss: 0.043 Epoch 14 Batch 81/269 - Train Accuracy: 0.928, Validation Accuracy: 0.926, Loss: 0.049 Epoch 14 Batch 82/269 - Train Accuracy: 0.931, Validation Accuracy: 0.920, Loss: 0.039 Epoch 14 Batch 83/269 - Train Accuracy: 0.920, Validation Accuracy: 0.928, Loss: 0.055 Epoch 14 Batch 84/269 - Train Accuracy: 0.927, Validation Accuracy: 0.928, Loss: 0.044 Epoch 14 Batch 85/269 - Train Accuracy: 0.938, Validation Accuracy: 0.928, Loss: 0.041 Epoch 14 Batch 86/269 - Train Accuracy: 0.928, Validation Accuracy: 0.923, Loss: 0.038 Epoch 14 Batch 87/269 - Train Accuracy: 0.926, Validation Accuracy: 0.924, Loss: 0.047 Epoch 14 Batch 88/269 - Train Accuracy: 0.920, Validation Accuracy: 0.925, Loss: 0.044 Epoch 14 Batch 89/269 - Train Accuracy: 0.941, Validation Accuracy: 0.925, Loss: 0.040 Epoch 14 Batch 90/269 - Train Accuracy: 0.930, Validation Accuracy: 0.926, Loss: 0.047 Epoch 14 Batch 91/269 - Train Accuracy: 0.936, Validation Accuracy: 0.930, Loss: 0.041 Epoch 14 Batch 92/269 - Train Accuracy: 0.945, Validation Accuracy: 0.934, Loss: 0.040 Epoch 14 Batch 93/269 - Train Accuracy: 0.937, Validation Accuracy: 0.932, Loss: 0.043 Epoch 14 Batch 94/269 - Train Accuracy: 0.928, Validation Accuracy: 0.931, Loss: 0.049 Epoch 14 Batch 95/269 - Train Accuracy: 0.937, Validation Accuracy: 0.927, Loss: 0.042 Epoch 14 Batch 96/269 - Train Accuracy: 0.922, Validation Accuracy: 0.922, Loss: 0.048 Epoch 14 Batch 97/269 - Train Accuracy: 0.938, Validation Accuracy: 0.924, Loss: 0.046 Epoch 14 Batch 98/269 - Train Accuracy: 0.935, Validation Accuracy: 0.932, Loss: 0.045 Epoch 14 Batch 99/269 - Train Accuracy: 0.926, Validation Accuracy: 0.925, Loss: 0.041 Epoch 14 Batch 100/269 - Train Accuracy: 0.934, Validation Accuracy: 0.928, Loss: 0.045 Epoch 14 Batch 101/269 - Train Accuracy: 0.917, Validation Accuracy: 0.924, Loss: 0.053 Epoch 14 Batch 102/269 - Train Accuracy: 0.935, Validation Accuracy: 0.927, Loss: 0.043 Epoch 14 Batch 103/269 - Train Accuracy: 0.926, Validation Accuracy: 0.933, Loss: 0.050 Epoch 14 Batch 104/269 - Train Accuracy: 0.939, Validation Accuracy: 0.935, Loss: 0.044 Epoch 14 Batch 105/269 - Train Accuracy: 0.928, Validation Accuracy: 0.935, Loss: 0.043 Epoch 14 Batch 106/269 - Train Accuracy: 0.926, Validation Accuracy: 0.933, Loss: 0.040 Epoch 14 Batch 107/269 - Train Accuracy: 0.944, Validation Accuracy: 0.929, Loss: 0.043 Epoch 14 Batch 108/269 - Train Accuracy: 0.937, Validation Accuracy: 0.921, Loss: 0.042 Epoch 14 Batch 109/269 - Train Accuracy: 0.922, Validation Accuracy: 0.927, Loss: 0.049 Epoch 14 Batch 110/269 - Train Accuracy: 0.925, Validation Accuracy: 0.925, Loss: 0.042 Epoch 14 Batch 111/269 - Train Accuracy: 0.924, Validation Accuracy: 0.927, Loss: 0.049 Epoch 14 Batch 112/269 - Train Accuracy: 0.928, Validation Accuracy: 0.930, Loss: 0.047 Epoch 14 Batch 113/269 - Train Accuracy: 0.927, Validation Accuracy: 0.928, Loss: 0.045 Epoch 14 Batch 114/269 - Train Accuracy: 0.934, Validation Accuracy: 0.928, Loss: 0.044 Epoch 14 Batch 115/269 - Train Accuracy: 0.932, Validation Accuracy: 0.926, Loss: 0.046 Epoch 14 Batch 116/269 - Train Accuracy: 0.935, Validation Accuracy: 0.932, Loss: 0.045 Epoch 14 Batch 117/269 - Train Accuracy: 0.922, Validation Accuracy: 0.932, Loss: 0.040 Epoch 14 Batch 118/269 - Train Accuracy: 0.935, Validation Accuracy: 0.934, Loss: 0.040 Epoch 14 Batch 119/269 - Train Accuracy: 0.931, Validation Accuracy: 0.930, Loss: 0.046 Epoch 14 Batch 120/269 - Train Accuracy: 0.935, Validation Accuracy: 0.926, Loss: 0.044 Epoch 14 Batch 121/269 - Train Accuracy: 0.936, Validation Accuracy: 0.926, Loss: 0.039 Epoch 14 Batch 122/269 - Train Accuracy: 0.935, Validation Accuracy: 0.928, Loss: 0.040 Epoch 14 Batch 123/269 - Train Accuracy: 0.929, Validation Accuracy: 0.925, Loss: 0.044 Epoch 14 Batch 124/269 - Train Accuracy: 0.938, Validation Accuracy: 0.929, Loss: 0.039 Epoch 14 Batch 125/269 - Train Accuracy: 0.936, Validation Accuracy: 0.930, Loss: 0.040 Epoch 14 Batch 126/269 - Train Accuracy: 0.915, Validation Accuracy: 0.928, Loss: 0.042 Epoch 14 Batch 127/269 - Train Accuracy: 0.928, Validation Accuracy: 0.932, Loss: 0.042 Epoch 14 Batch 128/269 - Train Accuracy: 0.937, Validation Accuracy: 0.923, Loss: 0.045 Epoch 14 Batch 129/269 - Train Accuracy: 0.921, Validation Accuracy: 0.920, Loss: 0.044 Epoch 14 Batch 130/269 - Train Accuracy: 0.936, Validation Accuracy: 0.931, Loss: 0.048 Epoch 14 Batch 131/269 - Train Accuracy: 0.915, Validation Accuracy: 0.925, Loss: 0.044 Epoch 14 Batch 132/269 - Train Accuracy: 0.907, Validation Accuracy: 0.934, Loss: 0.048 Epoch 14 Batch 133/269 - Train Accuracy: 0.940, Validation Accuracy: 0.929, Loss: 0.039 Epoch 14 Batch 134/269 - Train Accuracy: 0.931, Validation Accuracy: 0.932, Loss: 0.048 Epoch 14 Batch 135/269 - Train Accuracy: 0.926, Validation Accuracy: 0.923, Loss: 0.044 Epoch 14 Batch 136/269 - Train Accuracy: 0.909, Validation Accuracy: 0.921, Loss: 0.053 Epoch 14 Batch 137/269 - Train Accuracy: 0.916, Validation Accuracy: 0.916, Loss: 0.054 Epoch 14 Batch 138/269 - Train Accuracy: 0.922, Validation Accuracy: 0.925, Loss: 0.045 Epoch 14 Batch 139/269 - Train Accuracy: 0.926, Validation Accuracy: 0.925, Loss: 0.044 Epoch 14 Batch 140/269 - Train Accuracy: 0.925, Validation Accuracy: 0.920, Loss: 0.054 Epoch 14 Batch 141/269 - Train Accuracy: 0.913, Validation Accuracy: 0.916, Loss: 0.051 Epoch 14 Batch 142/269 - Train Accuracy: 0.919, Validation Accuracy: 0.923, Loss: 0.049 Epoch 14 Batch 143/269 - Train Accuracy: 0.932, Validation Accuracy: 0.925, Loss: 0.041 Epoch 14 Batch 144/269 - Train Accuracy: 0.937, Validation Accuracy: 0.926, Loss: 0.040 Epoch 14 Batch 145/269 - Train Accuracy: 0.940, Validation Accuracy: 0.932, Loss: 0.044 Epoch 14 Batch 146/269 - Train Accuracy: 0.924, Validation Accuracy: 0.927, Loss: 0.042 Epoch 14 Batch 147/269 - Train Accuracy: 0.933, Validation Accuracy: 0.926, Loss: 0.052 Epoch 14 Batch 148/269 - Train Accuracy: 0.923, Validation Accuracy: 0.923, Loss: 0.045 Epoch 14 Batch 149/269 - Train Accuracy: 0.916, Validation Accuracy: 0.931, Loss: 0.056 Epoch 14 Batch 150/269 - Train Accuracy: 0.927, Validation Accuracy: 0.923, Loss: 0.050 Epoch 14 Batch 151/269 - Train Accuracy: 0.932, Validation Accuracy: 0.925, Loss: 0.052 Epoch 14 Batch 152/269 - Train Accuracy: 0.927, Validation Accuracy: 0.931, Loss: 0.052 Epoch 14 Batch 153/269 - Train Accuracy: 0.934, Validation Accuracy: 0.936, Loss: 0.045 Epoch 14 Batch 154/269 - Train Accuracy: 0.936, Validation Accuracy: 0.937, Loss: 0.047 Epoch 14 Batch 155/269 - Train Accuracy: 0.930, Validation Accuracy: 0.926, Loss: 0.043 Epoch 14 Batch 156/269 - Train Accuracy: 0.921, Validation Accuracy: 0.913, Loss: 0.052 Epoch 14 Batch 157/269 - Train Accuracy: 0.874, Validation Accuracy: 0.879, Loss: 0.062 Epoch 14 Batch 158/269 - Train Accuracy: 0.720, Validation Accuracy: 0.724, Loss: 0.162 Epoch 14 Batch 159/269 - Train Accuracy: 0.570, Validation Accuracy: 0.592, Loss: 0.934 Epoch 14 Batch 160/269 - Train Accuracy: 0.511, Validation Accuracy: 0.537, Loss: 1.307 Epoch 14 Batch 161/269 - Train Accuracy: 0.575, Validation Accuracy: 0.585, Loss: 1.733 Epoch 14 Batch 162/269 - Train Accuracy: 0.552, Validation Accuracy: 0.567, Loss: 0.942 Epoch 14 Batch 163/269 - Train Accuracy: 0.595, Validation Accuracy: 0.600, Loss: 1.171 Epoch 14 Batch 164/269 - Train Accuracy: 0.598, Validation Accuracy: 0.614, Loss: 0.732 Epoch 14 Batch 165/269 - Train Accuracy: 0.599, Validation Accuracy: 0.620, Loss: 0.692 Epoch 14 Batch 166/269 - Train Accuracy: 0.606, Validation Accuracy: 0.590, Loss: 0.674 Epoch 14 Batch 167/269 - Train Accuracy: 0.649, Validation Accuracy: 0.628, Loss: 0.756 Epoch 14 Batch 168/269 - Train Accuracy: 0.636, Validation Accuracy: 0.646, Loss: 0.644 Epoch 14 Batch 169/269 - Train Accuracy: 0.646, Validation Accuracy: 0.656, Loss: 0.549 Epoch 14 Batch 170/269 - Train Accuracy: 0.644, Validation Accuracy: 0.646, Loss: 0.456 Epoch 14 Batch 171/269 - Train Accuracy: 0.632, Validation Accuracy: 0.656, Loss: 0.456 Epoch 14 Batch 172/269 - Train Accuracy: 0.677, Validation Accuracy: 0.677, Loss: 0.434 Epoch 14 Batch 173/269 - Train Accuracy: 0.681, Validation Accuracy: 0.676, Loss: 0.396 Epoch 14 Batch 174/269 - Train Accuracy: 0.694, Validation Accuracy: 0.699, Loss: 0.405 Epoch 14 Batch 175/269 - Train Accuracy: 0.686, Validation Accuracy: 0.713, Loss: 0.376 Epoch 14 Batch 176/269 - Train Accuracy: 0.701, Validation Accuracy: 0.720, Loss: 0.345 Epoch 14 Batch 177/269 - Train Accuracy: 0.714, Validation Accuracy: 0.722, Loss: 0.314 Epoch 14 Batch 178/269 - Train Accuracy: 0.713, Validation Accuracy: 0.731, Loss: 0.317 Epoch 14 Batch 179/269 - Train Accuracy: 0.738, Validation Accuracy: 0.751, Loss: 0.278 Epoch 14 Batch 180/269 - Train Accuracy: 0.761, Validation Accuracy: 0.739, Loss: 0.251 Epoch 14 Batch 181/269 - Train Accuracy: 0.758, Validation Accuracy: 0.747, Loss: 0.240 Epoch 14 Batch 182/269 - Train Accuracy: 0.761, Validation Accuracy: 0.757, Loss: 0.234 Epoch 14 Batch 183/269 - Train Accuracy: 0.805, Validation Accuracy: 0.767, Loss: 0.192 Epoch 14 Batch 184/269 - Train Accuracy: 0.758, Validation Accuracy: 0.766, Loss: 0.218 Epoch 14 Batch 185/269 - Train Accuracy: 0.794, Validation Accuracy: 0.774, Loss: 0.197 Epoch 14 Batch 186/269 - Train Accuracy: 0.792, Validation Accuracy: 0.794, Loss: 0.195 Epoch 14 Batch 187/269 - Train Accuracy: 0.810, Validation Accuracy: 0.807, Loss: 0.175 Epoch 14 Batch 188/269 - Train Accuracy: 0.815, Validation Accuracy: 0.809, Loss: 0.167 Epoch 14 Batch 189/269 - Train Accuracy: 0.838, Validation Accuracy: 0.811, Loss: 0.151 Epoch 14 Batch 190/269 - Train Accuracy: 0.840, Validation Accuracy: 0.827, Loss: 0.156 Epoch 14 Batch 191/269 - Train Accuracy: 0.826, Validation Accuracy: 0.821, Loss: 0.146 Epoch 14 Batch 192/269 - Train Accuracy: 0.830, Validation Accuracy: 0.823, Loss: 0.146 Epoch 14 Batch 193/269 - Train Accuracy: 0.842, Validation Accuracy: 0.828, Loss: 0.135 Epoch 14 Batch 194/269 - Train Accuracy: 0.831, Validation Accuracy: 0.841, Loss: 0.137 Epoch 14 Batch 195/269 - Train Accuracy: 0.835, Validation Accuracy: 0.839, Loss: 0.130 Epoch 14 Batch 196/269 - Train Accuracy: 0.850, Validation Accuracy: 0.840, Loss: 0.120 Epoch 14 Batch 197/269 - Train Accuracy: 0.850, Validation Accuracy: 0.841, Loss: 0.124 Epoch 14 Batch 198/269 - Train Accuracy: 0.877, Validation Accuracy: 0.849, Loss: 0.123 Epoch 14 Batch 199/269 - Train Accuracy: 0.857, Validation Accuracy: 0.853, Loss: 0.118 Epoch 14 Batch 200/269 - Train Accuracy: 0.871, Validation Accuracy: 0.856, Loss: 0.109 Epoch 14 Batch 201/269 - Train Accuracy: 0.863, Validation Accuracy: 0.865, Loss: 0.109 Epoch 14 Batch 202/269 - Train Accuracy: 0.852, Validation Accuracy: 0.871, Loss: 0.104 Epoch 14 Batch 203/269 - Train Accuracy: 0.883, Validation Accuracy: 0.869, Loss: 0.103 Epoch 14 Batch 204/269 - Train Accuracy: 0.882, Validation Accuracy: 0.871, Loss: 0.103 Epoch 14 Batch 205/269 - Train Accuracy: 0.879, Validation Accuracy: 0.871, Loss: 0.099 Epoch 14 Batch 206/269 - Train Accuracy: 0.863, Validation Accuracy: 0.876, Loss: 0.103 Epoch 14 Batch 207/269 - Train Accuracy: 0.877, Validation Accuracy: 0.875, Loss: 0.092 Epoch 14 Batch 208/269 - Train Accuracy: 0.883, Validation Accuracy: 0.874, Loss: 0.094 Epoch 14 Batch 209/269 - Train Accuracy: 0.899, Validation Accuracy: 0.877, Loss: 0.084 Epoch 14 Batch 210/269 - Train Accuracy: 0.875, Validation Accuracy: 0.884, Loss: 0.086 Epoch 14 Batch 211/269 - Train Accuracy: 0.895, Validation Accuracy: 0.887, Loss: 0.087 Epoch 14 Batch 212/269 - Train Accuracy: 0.882, Validation Accuracy: 0.887, Loss: 0.088 Epoch 14 Batch 213/269 - Train Accuracy: 0.896, Validation Accuracy: 0.883, Loss: 0.078 Epoch 14 Batch 214/269 - Train Accuracy: 0.891, Validation Accuracy: 0.890, Loss: 0.081 Epoch 14 Batch 215/269 - Train Accuracy: 0.897, Validation Accuracy: 0.890, Loss: 0.079 Epoch 14 Batch 216/269 - Train Accuracy: 0.861, Validation Accuracy: 0.892, Loss: 0.099 Epoch 14 Batch 217/269 - Train Accuracy: 0.888, Validation Accuracy: 0.893, Loss: 0.084 Epoch 14 Batch 218/269 - Train Accuracy: 0.906, Validation Accuracy: 0.894, Loss: 0.076 Epoch 14 Batch 219/269 - Train Accuracy: 0.903, Validation Accuracy: 0.896, Loss: 0.080 Epoch 14 Batch 220/269 - Train Accuracy: 0.895, Validation Accuracy: 0.895, Loss: 0.072 Epoch 14 Batch 221/269 - Train Accuracy: 0.903, Validation Accuracy: 0.896, Loss: 0.076 Epoch 14 Batch 222/269 - Train Accuracy: 0.911, Validation Accuracy: 0.897, Loss: 0.068 Epoch 14 Batch 223/269 - Train Accuracy: 0.894, Validation Accuracy: 0.898, Loss: 0.067 Epoch 14 Batch 224/269 - Train Accuracy: 0.892, Validation Accuracy: 0.900, Loss: 0.079 Epoch 14 Batch 225/269 - Train Accuracy: 0.897, Validation Accuracy: 0.903, Loss: 0.067 Epoch 14 Batch 226/269 - Train Accuracy: 0.904, Validation Accuracy: 0.903, Loss: 0.071 Epoch 14 Batch 227/269 - Train Accuracy: 0.911, Validation Accuracy: 0.897, Loss: 0.075 Epoch 14 Batch 228/269 - Train Accuracy: 0.902, Validation Accuracy: 0.893, Loss: 0.066 Epoch 14 Batch 229/269 - Train Accuracy: 0.907, Validation Accuracy: 0.895, Loss: 0.068 Epoch 14 Batch 230/269 - Train Accuracy: 0.907, Validation Accuracy: 0.900, Loss: 0.066 Epoch 14 Batch 231/269 - Train Accuracy: 0.891, Validation Accuracy: 0.896, Loss: 0.070 Epoch 14 Batch 232/269 - Train Accuracy: 0.908, Validation Accuracy: 0.897, Loss: 0.065 Epoch 14 Batch 233/269 - Train Accuracy: 0.922, Validation Accuracy: 0.898, Loss: 0.071 Epoch 14 Batch 234/269 - Train Accuracy: 0.899, Validation Accuracy: 0.898, Loss: 0.066 Epoch 14 Batch 235/269 - Train Accuracy: 0.923, Validation Accuracy: 0.898, Loss: 0.057 Epoch 14 Batch 236/269 - Train Accuracy: 0.898, Validation Accuracy: 0.899, Loss: 0.061 Epoch 14 Batch 237/269 - Train Accuracy: 0.907, Validation Accuracy: 0.902, Loss: 0.061 Epoch 14 Batch 238/269 - Train Accuracy: 0.908, Validation Accuracy: 0.908, Loss: 0.063 Epoch 14 Batch 239/269 - Train Accuracy: 0.916, Validation Accuracy: 0.905, Loss: 0.060 Epoch 14 Batch 240/269 - Train Accuracy: 0.927, Validation Accuracy: 0.907, Loss: 0.057 Epoch 14 Batch 241/269 - Train Accuracy: 0.896, Validation Accuracy: 0.913, Loss: 0.070 Epoch 14 Batch 242/269 - Train Accuracy: 0.919, Validation Accuracy: 0.913, Loss: 0.060 Epoch 14 Batch 243/269 - Train Accuracy: 0.922, Validation Accuracy: 0.912, Loss: 0.055 Epoch 14 Batch 244/269 - Train Accuracy: 0.912, Validation Accuracy: 0.912, Loss: 0.064 Epoch 14 Batch 245/269 - Train Accuracy: 0.899, Validation Accuracy: 0.911, Loss: 0.065 Epoch 14 Batch 246/269 - Train Accuracy: 0.898, Validation Accuracy: 0.909, Loss: 0.062 Epoch 14 Batch 247/269 - Train Accuracy: 0.918, Validation Accuracy: 0.907, Loss: 0.058 Epoch 14 Batch 248/269 - Train Accuracy: 0.913, Validation Accuracy: 0.905, Loss: 0.056 Epoch 14 Batch 249/269 - Train Accuracy: 0.918, Validation Accuracy: 0.907, Loss: 0.054 Epoch 14 Batch 250/269 - Train Accuracy: 0.915, Validation Accuracy: 0.911, Loss: 0.058 Epoch 14 Batch 251/269 - Train Accuracy: 0.926, Validation Accuracy: 0.915, Loss: 0.055 Epoch 14 Batch 252/269 - Train Accuracy: 0.919, Validation Accuracy: 0.913, Loss: 0.053 Epoch 14 Batch 253/269 - Train Accuracy: 0.906, Validation Accuracy: 0.914, Loss: 0.061 Epoch 14 Batch 254/269 - Train Accuracy: 0.916, Validation Accuracy: 0.916, Loss: 0.055 Epoch 14 Batch 255/269 - Train Accuracy: 0.913, Validation Accuracy: 0.918, Loss: 0.059 Epoch 14 Batch 256/269 - Train Accuracy: 0.906, Validation Accuracy: 0.916, Loss: 0.055 Epoch 14 Batch 257/269 - Train Accuracy: 0.906, Validation Accuracy: 0.913, Loss: 0.061 Epoch 14 Batch 258/269 - Train Accuracy: 0.907, Validation Accuracy: 0.913, Loss: 0.058 Epoch 14 Batch 259/269 - Train Accuracy: 0.916, Validation Accuracy: 0.915, Loss: 0.057 Epoch 14 Batch 260/269 - Train Accuracy: 0.909, Validation Accuracy: 0.920, Loss: 0.061 Epoch 14 Batch 261/269 - Train Accuracy: 0.913, Validation Accuracy: 0.919, Loss: 0.057 Epoch 14 Batch 262/269 - Train Accuracy: 0.920, Validation Accuracy: 0.917, Loss: 0.058 Epoch 14 Batch 263/269 - Train Accuracy: 0.913, Validation Accuracy: 0.920, Loss: 0.059 Epoch 14 Batch 264/269 - Train Accuracy: 0.893, Validation Accuracy: 0.916, Loss: 0.062 Epoch 14 Batch 265/269 - Train Accuracy: 0.906, Validation Accuracy: 0.921, Loss: 0.056 Epoch 14 Batch 266/269 - Train Accuracy: 0.920, Validation Accuracy: 0.921, Loss: 0.052 Epoch 14 Batch 267/269 - Train Accuracy: 0.921, Validation Accuracy: 0.918, Loss: 0.060 Epoch 15 Batch 0/269 - Train Accuracy: 0.921, Validation Accuracy: 0.917, Loss: 0.060 Epoch 15 Batch 1/269 - Train Accuracy: 0.908, Validation Accuracy: 0.916, Loss: 0.054 Epoch 15 Batch 2/269 - Train Accuracy: 0.912, Validation Accuracy: 0.916, Loss: 0.056 Epoch 15 Batch 3/269 - Train Accuracy: 0.927, Validation Accuracy: 0.917, Loss: 0.053 Epoch 15 Batch 4/269 - Train Accuracy: 0.900, Validation Accuracy: 0.917, Loss: 0.057 Epoch 15 Batch 5/269 - Train Accuracy: 0.919, Validation Accuracy: 0.920, Loss: 0.055 Epoch 15 Batch 6/269 - Train Accuracy: 0.925, Validation Accuracy: 0.916, Loss: 0.049 Epoch 15 Batch 7/269 - Train Accuracy: 0.920, Validation Accuracy: 0.915, Loss: 0.052 Epoch 15 Batch 8/269 - Train Accuracy: 0.922, Validation Accuracy: 0.914, Loss: 0.057 Epoch 15 Batch 9/269 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.057 Epoch 15 Batch 10/269 - Train Accuracy: 0.919, Validation Accuracy: 0.915, Loss: 0.050 Epoch 15 Batch 11/269 - Train Accuracy: 0.916, Validation Accuracy: 0.918, Loss: 0.059 Epoch 15 Batch 12/269 - Train Accuracy: 0.914, Validation Accuracy: 0.915, Loss: 0.060 Epoch 15 Batch 13/269 - Train Accuracy: 0.921, Validation Accuracy: 0.918, Loss: 0.047 Epoch 15 Batch 14/269 - Train Accuracy: 0.906, Validation Accuracy: 0.918, Loss: 0.052 Epoch 15 Batch 15/269 - Train Accuracy: 0.920, Validation Accuracy: 0.919, Loss: 0.044 Epoch 15 Batch 16/269 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.057 Epoch 15 Batch 17/269 - Train Accuracy: 0.918, Validation Accuracy: 0.918, Loss: 0.046 Epoch 15 Batch 18/269 - Train Accuracy: 0.919, Validation Accuracy: 0.919, Loss: 0.054 Epoch 15 Batch 19/269 - Train Accuracy: 0.932, Validation Accuracy: 0.915, Loss: 0.044 Epoch 15 Batch 20/269 - Train Accuracy: 0.925, Validation Accuracy: 0.917, Loss: 0.049 Epoch 15 Batch 21/269 - Train Accuracy: 0.913, Validation Accuracy: 0.920, Loss: 0.064 Epoch 15 Batch 22/269 - Train Accuracy: 0.928, Validation Accuracy: 0.918, Loss: 0.048 Epoch 15 Batch 23/269 - Train Accuracy: 0.914, Validation Accuracy: 0.920, Loss: 0.055 Epoch 15 Batch 24/269 - Train Accuracy: 0.918, Validation Accuracy: 0.921, Loss: 0.051 Epoch 15 Batch 25/269 - Train Accuracy: 0.927, Validation Accuracy: 0.922, Loss: 0.054 Epoch 15 Batch 26/269 - Train Accuracy: 0.925, Validation Accuracy: 0.922, Loss: 0.046 Epoch 15 Batch 27/269 - Train Accuracy: 0.922, Validation Accuracy: 0.924, Loss: 0.050 Epoch 15 Batch 28/269 - Train Accuracy: 0.904, Validation Accuracy: 0.927, Loss: 0.056 Epoch 15 Batch 29/269 - Train Accuracy: 0.921, Validation Accuracy: 0.922, Loss: 0.052 Epoch 15 Batch 30/269 - Train Accuracy: 0.921, Validation Accuracy: 0.919, Loss: 0.050 Epoch 15 Batch 31/269 - Train Accuracy: 0.923, Validation Accuracy: 0.921, Loss: 0.050 Epoch 15 Batch 32/269 - Train Accuracy: 0.926, Validation Accuracy: 0.917, Loss: 0.048 Epoch 15 Batch 33/269 - Train Accuracy: 0.920, Validation Accuracy: 0.917, Loss: 0.046 Epoch 15 Batch 34/269 - Train Accuracy: 0.922, Validation Accuracy: 0.914, Loss: 0.049 Epoch 15 Batch 35/269 - Train Accuracy: 0.917, Validation Accuracy: 0.921, Loss: 0.058 Epoch 15 Batch 36/269 - Train Accuracy: 0.914, Validation Accuracy: 0.921, Loss: 0.052 Epoch 15 Batch 37/269 - Train Accuracy: 0.920, Validation Accuracy: 0.921, Loss: 0.054 Epoch 15 Batch 38/269 - Train Accuracy: 0.917, Validation Accuracy: 0.921, Loss: 0.049 Epoch 15 Batch 39/269 - Train Accuracy: 0.923, Validation Accuracy: 0.924, Loss: 0.050 Epoch 15 Batch 40/269 - Train Accuracy: 0.911, Validation Accuracy: 0.925, Loss: 0.054 Epoch 15 Batch 41/269 - Train Accuracy: 0.907, Validation Accuracy: 0.921, Loss: 0.055 Epoch 15 Batch 42/269 - Train Accuracy: 0.924, Validation Accuracy: 0.926, Loss: 0.047 Epoch 15 Batch 43/269 - Train Accuracy: 0.927, Validation Accuracy: 0.917, Loss: 0.049 Epoch 15 Batch 44/269 - Train Accuracy: 0.927, Validation Accuracy: 0.918, Loss: 0.051 Epoch 15 Batch 45/269 - Train Accuracy: 0.920, Validation Accuracy: 0.918, Loss: 0.052 Epoch 15 Batch 46/269 - Train Accuracy: 0.923, Validation Accuracy: 0.921, Loss: 0.047 Epoch 15 Batch 47/269 - Train Accuracy: 0.925, Validation Accuracy: 0.928, Loss: 0.043 Epoch 15 Batch 48/269 - Train Accuracy: 0.928, Validation Accuracy: 0.925, Loss: 0.047 Epoch 15 Batch 49/269 - Train Accuracy: 0.924, Validation Accuracy: 0.923, Loss: 0.046 Epoch 15 Batch 50/269 - Train Accuracy: 0.905, Validation Accuracy: 0.925, Loss: 0.056 Epoch 15 Batch 51/269 - Train Accuracy: 0.932, Validation Accuracy: 0.924, Loss: 0.049 Epoch 15 Batch 52/269 - Train Accuracy: 0.916, Validation Accuracy: 0.923, Loss: 0.042 Epoch 15 Batch 53/269 - Train Accuracy: 0.910, Validation Accuracy: 0.924, Loss: 0.055 Epoch 15 Batch 54/269 - Train Accuracy: 0.928, Validation Accuracy: 0.926, Loss: 0.045 Epoch 15 Batch 55/269 - Train Accuracy: 0.924, Validation Accuracy: 0.924, Loss: 0.048 Epoch 15 Batch 56/269 - Train Accuracy: 0.920, Validation Accuracy: 0.920, Loss: 0.049 Epoch 15 Batch 57/269 - Train Accuracy: 0.913, Validation Accuracy: 0.920, Loss: 0.052 Epoch 15 Batch 58/269 - Train Accuracy: 0.929, Validation Accuracy: 0.919, Loss: 0.048 Epoch 15 Batch 59/269 - Train Accuracy: 0.937, Validation Accuracy: 0.919, Loss: 0.039 Epoch 15 Batch 60/269 - Train Accuracy: 0.931, Validation Accuracy: 0.925, Loss: 0.044 Epoch 15 Batch 61/269 - Train Accuracy: 0.922, Validation Accuracy: 0.928, Loss: 0.046 Epoch 15 Batch 62/269 - Train Accuracy: 0.918, Validation Accuracy: 0.928, Loss: 0.051 Epoch 15 Batch 63/269 - Train Accuracy: 0.926, Validation Accuracy: 0.929, Loss: 0.054 Epoch 15 Batch 64/269 - Train Accuracy: 0.928, Validation Accuracy: 0.929, Loss: 0.042 Epoch 15 Batch 65/269 - Train Accuracy: 0.929, Validation Accuracy: 0.930, Loss: 0.045 Epoch 15 Batch 66/269 - Train Accuracy: 0.908, Validation Accuracy: 0.928, Loss: 0.051 Epoch 15 Batch 67/269 - Train Accuracy: 0.923, Validation Accuracy: 0.926, Loss: 0.054 Epoch 15 Batch 68/269 - Train Accuracy: 0.924, Validation Accuracy: 0.927, Loss: 0.054 Epoch 15 Batch 69/269 - Train Accuracy: 0.907, Validation Accuracy: 0.926, Loss: 0.058 Epoch 15 Batch 70/269 - Train Accuracy: 0.930, Validation Accuracy: 0.923, Loss: 0.049 Epoch 15 Batch 71/269 - Train Accuracy: 0.931, Validation Accuracy: 0.921, Loss: 0.053 Epoch 15 Batch 72/269 - Train Accuracy: 0.922, Validation Accuracy: 0.922, Loss: 0.050 Epoch 15 Batch 73/269 - Train Accuracy: 0.916, Validation Accuracy: 0.924, Loss: 0.053 Epoch 15 Batch 74/269 - Train Accuracy: 0.930, Validation Accuracy: 0.925, Loss: 0.048 Epoch 15 Batch 75/269 - Train Accuracy: 0.916, Validation Accuracy: 0.925, Loss: 0.051 Epoch 15 Batch 76/269 - Train Accuracy: 0.914, Validation Accuracy: 0.925, Loss: 0.047 Epoch 15 Batch 77/269 - Train Accuracy: 0.932, Validation Accuracy: 0.928, Loss: 0.047 Epoch 15 Batch 78/269 - Train Accuracy: 0.935, Validation Accuracy: 0.925, Loss: 0.047 Epoch 15 Batch 79/269 - Train Accuracy: 0.908, Validation Accuracy: 0.924, Loss: 0.048 Epoch 15 Batch 80/269 - Train Accuracy: 0.928, Validation Accuracy: 0.922, Loss: 0.047 Epoch 15 Batch 81/269 - Train Accuracy: 0.923, Validation Accuracy: 0.923, Loss: 0.053 Epoch 15 Batch 82/269 - Train Accuracy: 0.938, Validation Accuracy: 0.918, Loss: 0.042 Epoch 15 Batch 83/269 - Train Accuracy: 0.917, Validation Accuracy: 0.921, Loss: 0.058 Epoch 15 Batch 84/269 - Train Accuracy: 0.924, Validation Accuracy: 0.923, Loss: 0.047 Epoch 15 Batch 85/269 - Train Accuracy: 0.934, Validation Accuracy: 0.923, Loss: 0.044 Epoch 15 Batch 86/269 - Train Accuracy: 0.923, Validation Accuracy: 0.921, Loss: 0.042 Epoch 15 Batch 87/269 - Train Accuracy: 0.914, Validation Accuracy: 0.921, Loss: 0.050 Epoch 15 Batch 88/269 - Train Accuracy: 0.919, Validation Accuracy: 0.921, Loss: 0.047 Epoch 15 Batch 89/269 - Train Accuracy: 0.936, Validation Accuracy: 0.923, Loss: 0.044 Epoch 15 Batch 90/269 - Train Accuracy: 0.919, Validation Accuracy: 0.923, Loss: 0.049 Epoch 15 Batch 91/269 - Train Accuracy: 0.922, Validation Accuracy: 0.922, Loss: 0.045 Epoch 15 Batch 92/269 - Train Accuracy: 0.935, Validation Accuracy: 0.924, Loss: 0.043 Epoch 15 Batch 93/269 - Train Accuracy: 0.936, Validation Accuracy: 0.925, Loss: 0.044 Epoch 15 Batch 94/269 - Train Accuracy: 0.925, Validation Accuracy: 0.926, Loss: 0.052 Epoch 15 Batch 95/269 - Train Accuracy: 0.927, Validation Accuracy: 0.925, Loss: 0.046 Epoch 15 Batch 96/269 - Train Accuracy: 0.907, Validation Accuracy: 0.932, Loss: 0.051 Epoch 15 Batch 97/269 - Train Accuracy: 0.928, Validation Accuracy: 0.930, Loss: 0.048 Epoch 15 Batch 98/269 - Train Accuracy: 0.936, Validation Accuracy: 0.929, Loss: 0.047 Epoch 15 Batch 99/269 - Train Accuracy: 0.929, Validation Accuracy: 0.931, Loss: 0.043 Epoch 15 Batch 100/269 - Train Accuracy: 0.940, Validation Accuracy: 0.929, Loss: 0.047 Epoch 15 Batch 101/269 - Train Accuracy: 0.912, Validation Accuracy: 0.926, Loss: 0.055 Epoch 15 Batch 102/269 - Train Accuracy: 0.923, Validation Accuracy: 0.924, Loss: 0.044 Epoch 15 Batch 103/269 - Train Accuracy: 0.928, Validation Accuracy: 0.923, Loss: 0.053 Epoch 15 Batch 104/269 - Train Accuracy: 0.926, Validation Accuracy: 0.922, Loss: 0.045 Epoch 15 Batch 105/269 - Train Accuracy: 0.929, Validation Accuracy: 0.925, Loss: 0.045 Epoch 15 Batch 106/269 - Train Accuracy: 0.932, Validation Accuracy: 0.927, Loss: 0.040 Epoch 15 Batch 107/269 - Train Accuracy: 0.936, Validation Accuracy: 0.926, Loss: 0.046 Epoch 15 Batch 108/269 - Train Accuracy: 0.935, Validation Accuracy: 0.922, Loss: 0.045 Epoch 15 Batch 109/269 - Train Accuracy: 0.918, Validation Accuracy: 0.923, Loss: 0.050 Epoch 15 Batch 110/269 - Train Accuracy: 0.927, Validation Accuracy: 0.924, Loss: 0.045 Epoch 15 Batch 111/269 - Train Accuracy: 0.920, Validation Accuracy: 0.924, Loss: 0.051 Epoch 15 Batch 112/269 - Train Accuracy: 0.927, Validation Accuracy: 0.923, Loss: 0.048 Epoch 15 Batch 113/269 - Train Accuracy: 0.930, Validation Accuracy: 0.926, Loss: 0.047 Epoch 15 Batch 114/269 - Train Accuracy: 0.927, Validation Accuracy: 0.928, Loss: 0.046 Epoch 15 Batch 115/269 - Train Accuracy: 0.924, Validation Accuracy: 0.927, Loss: 0.047 Epoch 15 Batch 116/269 - Train Accuracy: 0.944, Validation Accuracy: 0.925, Loss: 0.046 Epoch 15 Batch 117/269 - Train Accuracy: 0.920, Validation Accuracy: 0.930, Loss: 0.042 Epoch 15 Batch 118/269 - Train Accuracy: 0.926, Validation Accuracy: 0.928, Loss: 0.042 Epoch 15 Batch 119/269 - Train Accuracy: 0.926, Validation Accuracy: 0.927, Loss: 0.048 Epoch 15 Batch 120/269 - Train Accuracy: 0.936, Validation Accuracy: 0.929, Loss: 0.047 Epoch 15 Batch 121/269 - Train Accuracy: 0.938, Validation Accuracy: 0.930, Loss: 0.040 Epoch 15 Batch 122/269 - Train Accuracy: 0.927, Validation Accuracy: 0.930, Loss: 0.044 Epoch 15 Batch 123/269 - Train Accuracy: 0.927, Validation Accuracy: 0.929, Loss: 0.045 Epoch 15 Batch 124/269 - Train Accuracy: 0.935, Validation Accuracy: 0.930, Loss: 0.039 Epoch 15 Batch 125/269 - Train Accuracy: 0.935, Validation Accuracy: 0.930, Loss: 0.041 Epoch 15 Batch 126/269 - Train Accuracy: 0.913, Validation Accuracy: 0.929, Loss: 0.043 Epoch 15 Batch 127/269 - Train Accuracy: 0.928, Validation Accuracy: 0.930, Loss: 0.044 Epoch 15 Batch 128/269 - Train Accuracy: 0.937, Validation Accuracy: 0.932, Loss: 0.043 Epoch 15 Batch 129/269 - Train Accuracy: 0.911, Validation Accuracy: 0.930, Loss: 0.046 Epoch 15 Batch 130/269 - Train Accuracy: 0.931, Validation Accuracy: 0.928, Loss: 0.047 Epoch 15 Batch 131/269 - Train Accuracy: 0.920, Validation Accuracy: 0.927, Loss: 0.046 Epoch 15 Batch 132/269 - Train Accuracy: 0.907, Validation Accuracy: 0.927, Loss: 0.047 Epoch 15 Batch 133/269 - Train Accuracy: 0.938, Validation Accuracy: 0.925, Loss: 0.038 Epoch 15 Batch 134/269 - Train Accuracy: 0.934, Validation Accuracy: 0.925, Loss: 0.046 Epoch 15 Batch 135/269 - Train Accuracy: 0.933, Validation Accuracy: 0.927, Loss: 0.045 Epoch 15 Batch 136/269 - Train Accuracy: 0.911, Validation Accuracy: 0.925, Loss: 0.050 Epoch 15 Batch 137/269 - Train Accuracy: 0.924, Validation Accuracy: 0.924, Loss: 0.051 Epoch 15 Batch 138/269 - Train Accuracy: 0.919, Validation Accuracy: 0.928, Loss: 0.040 Epoch 15 Batch 139/269 - Train Accuracy: 0.940, Validation Accuracy: 0.930, Loss: 0.040 Epoch 15 Batch 140/269 - Train Accuracy: 0.926, Validation Accuracy: 0.933, Loss: 0.049 Epoch 15 Batch 141/269 - Train Accuracy: 0.918, Validation Accuracy: 0.931, Loss: 0.048 Epoch 15 Batch 142/269 - Train Accuracy: 0.916, Validation Accuracy: 0.936, Loss: 0.044 Epoch 15 Batch 143/269 - Train Accuracy: 0.938, Validation Accuracy: 0.938, Loss: 0.039 Epoch 15 Batch 144/269 - Train Accuracy: 0.936, Validation Accuracy: 0.933, Loss: 0.036 Epoch 15 Batch 145/269 - Train Accuracy: 0.936, Validation Accuracy: 0.930, Loss: 0.041 Epoch 15 Batch 146/269 - Train Accuracy: 0.930, Validation Accuracy: 0.927, Loss: 0.042 Epoch 15 Batch 147/269 - Train Accuracy: 0.928, Validation Accuracy: 0.927, Loss: 0.049 Epoch 15 Batch 148/269 - Train Accuracy: 0.928, Validation Accuracy: 0.931, Loss: 0.044 Epoch 15 Batch 149/269 - Train Accuracy: 0.921, Validation Accuracy: 0.928, Loss: 0.051 Epoch 15 Batch 150/269 - Train Accuracy: 0.929, Validation Accuracy: 0.927, Loss: 0.047 Epoch 15 Batch 151/269 - Train Accuracy: 0.936, Validation Accuracy: 0.928, Loss: 0.048 Epoch 15 Batch 152/269 - Train Accuracy: 0.926, Validation Accuracy: 0.929, Loss: 0.046 Epoch 15 Batch 153/269 - Train Accuracy: 0.938, Validation Accuracy: 0.931, Loss: 0.044 Epoch 15 Batch 154/269 - Train Accuracy: 0.938, Validation Accuracy: 0.928, Loss: 0.042 Epoch 15 Batch 155/269 - Train Accuracy: 0.930, Validation Accuracy: 0.931, Loss: 0.041 Epoch 15 Batch 156/269 - Train Accuracy: 0.929, Validation Accuracy: 0.930, Loss: 0.046 Epoch 15 Batch 157/269 - Train Accuracy: 0.926, Validation Accuracy: 0.932, Loss: 0.040 Epoch 15 Batch 158/269 - Train Accuracy: 0.923, Validation Accuracy: 0.929, Loss: 0.043 Epoch 15 Batch 159/269 - Train Accuracy: 0.921, Validation Accuracy: 0.931, Loss: 0.045 Epoch 15 Batch 160/269 - Train Accuracy: 0.926, Validation Accuracy: 0.928, Loss: 0.043 Epoch 15 Batch 161/269 - Train Accuracy: 0.937, Validation Accuracy: 0.926, Loss: 0.043 Epoch 15 Batch 162/269 - Train Accuracy: 0.936, Validation Accuracy: 0.929, Loss: 0.043 Epoch 15 Batch 163/269 - Train Accuracy: 0.931, Validation Accuracy: 0.932, Loss: 0.046 Epoch 15 Batch 164/269 - Train Accuracy: 0.937, Validation Accuracy: 0.934, Loss: 0.043 Epoch 15 Batch 165/269 - Train Accuracy: 0.921, Validation Accuracy: 0.930, Loss: 0.043 Epoch 15 Batch 166/269 - Train Accuracy: 0.935, Validation Accuracy: 0.930, Loss: 0.043 Epoch 15 Batch 167/269 - Train Accuracy: 0.933, Validation Accuracy: 0.930, Loss: 0.044 Epoch 15 Batch 168/269 - Train Accuracy: 0.930, Validation Accuracy: 0.929, Loss: 0.044 Epoch 15 Batch 169/269 - Train Accuracy: 0.922, Validation Accuracy: 0.930, Loss: 0.041 Epoch 15 Batch 170/269 - Train Accuracy: 0.931, Validation Accuracy: 0.929, Loss: 0.040 Epoch 15 Batch 171/269 - Train Accuracy: 0.940, Validation Accuracy: 0.930, Loss: 0.043 Epoch 15 Batch 172/269 - Train Accuracy: 0.921, Validation Accuracy: 0.932, Loss: 0.050 Epoch 15 Batch 173/269 - Train Accuracy: 0.930, Validation Accuracy: 0.934, Loss: 0.040 Epoch 15 Batch 174/269 - Train Accuracy: 0.932, Validation Accuracy: 0.933, Loss: 0.045 Epoch 15 Batch 175/269 - Train Accuracy: 0.922, Validation Accuracy: 0.932, Loss: 0.053 Epoch 15 Batch 176/269 - Train Accuracy: 0.917, Validation Accuracy: 0.932, Loss: 0.050 Epoch 15 Batch 177/269 - Train Accuracy: 0.933, Validation Accuracy: 0.930, Loss: 0.043 Epoch 15 Batch 178/269 - Train Accuracy: 0.931, Validation Accuracy: 0.929, Loss: 0.038 Epoch 15 Batch 179/269 - Train Accuracy: 0.929, Validation Accuracy: 0.929, Loss: 0.043 Epoch 15 Batch 180/269 - Train Accuracy: 0.939, Validation Accuracy: 0.931, Loss: 0.038 Epoch 15 Batch 181/269 - Train Accuracy: 0.923, Validation Accuracy: 0.932, Loss: 0.048 Epoch 15 Batch 182/269 - Train Accuracy: 0.934, Validation Accuracy: 0.931, Loss: 0.041 Epoch 15 Batch 183/269 - Train Accuracy: 0.934, Validation Accuracy: 0.929, Loss: 0.033 Epoch 15 Batch 184/269 - Train Accuracy: 0.929, Validation Accuracy: 0.933, Loss: 0.042 Epoch 15 Batch 185/269 - Train Accuracy: 0.943, Validation Accuracy: 0.934, Loss: 0.042 Epoch 15 Batch 186/269 - Train Accuracy: 0.928, Validation Accuracy: 0.929, Loss: 0.039 Epoch 15 Batch 187/269 - Train Accuracy: 0.928, Validation Accuracy: 0.932, Loss: 0.040 Epoch 15 Batch 188/269 - Train Accuracy: 0.933, Validation Accuracy: 0.929, Loss: 0.039 Epoch 15 Batch 189/269 - Train Accuracy: 0.938, Validation Accuracy: 0.927, Loss: 0.039 Epoch 15 Batch 190/269 - Train Accuracy: 0.933, Validation Accuracy: 0.929, Loss: 0.042 Epoch 15 Batch 191/269 - Train Accuracy: 0.922, Validation Accuracy: 0.932, Loss: 0.042 Epoch 15 Batch 192/269 - Train Accuracy: 0.934, Validation Accuracy: 0.934, Loss: 0.042 Epoch 15 Batch 193/269 - Train Accuracy: 0.933, Validation Accuracy: 0.932, Loss: 0.040 Epoch 15 Batch 194/269 - Train Accuracy: 0.927, Validation Accuracy: 0.930, Loss: 0.042 Epoch 15 Batch 195/269 - Train Accuracy: 0.917, Validation Accuracy: 0.931, Loss: 0.041 Epoch 15 Batch 196/269 - Train Accuracy: 0.930, Validation Accuracy: 0.932, Loss: 0.042 Epoch 15 Batch 197/269 - Train Accuracy: 0.921, Validation Accuracy: 0.932, Loss: 0.043 Epoch 15 Batch 198/269 - Train Accuracy: 0.924, Validation Accuracy: 0.935, Loss: 0.044 Epoch 15 Batch 199/269 - Train Accuracy: 0.930, Validation Accuracy: 0.933, Loss: 0.046 Epoch 15 Batch 200/269 - Train Accuracy: 0.941, Validation Accuracy: 0.933, Loss: 0.040 Epoch 15 Batch 201/269 - Train Accuracy: 0.935, Validation Accuracy: 0.928, Loss: 0.043 Epoch 15 Batch 202/269 - Train Accuracy: 0.933, Validation Accuracy: 0.928, Loss: 0.041 Epoch 15 Batch 203/269 - Train Accuracy: 0.942, Validation Accuracy: 0.928, Loss: 0.044 Epoch 15 Batch 204/269 - Train Accuracy: 0.930, Validation Accuracy: 0.932, Loss: 0.045 Epoch 15 Batch 205/269 - Train Accuracy: 0.937, Validation Accuracy: 0.932, Loss: 0.042 Epoch 15 Batch 206/269 - Train Accuracy: 0.917, Validation Accuracy: 0.933, Loss: 0.047 Epoch 15 Batch 207/269 - Train Accuracy: 0.924, Validation Accuracy: 0.933, Loss: 0.041 Epoch 15 Batch 208/269 - Train Accuracy: 0.933, Validation Accuracy: 0.931, Loss: 0.044 Epoch 15 Batch 209/269 - Train Accuracy: 0.940, Validation Accuracy: 0.928, Loss: 0.041 Epoch 15 Batch 210/269 - Train Accuracy: 0.933, Validation Accuracy: 0.933, Loss: 0.040 Epoch 15 Batch 211/269 - Train Accuracy: 0.936, Validation Accuracy: 0.934, Loss: 0.043 Epoch 15 Batch 212/269 - Train Accuracy: 0.939, Validation Accuracy: 0.933, Loss: 0.047 Epoch 15 Batch 213/269 - Train Accuracy: 0.932, Validation Accuracy: 0.930, Loss: 0.041 Epoch 15 Batch 214/269 - Train Accuracy: 0.935, Validation Accuracy: 0.929, Loss: 0.043 Epoch 15 Batch 215/269 - Train Accuracy: 0.929, Validation Accuracy: 0.927, Loss: 0.042 Epoch 15 Batch 216/269 - Train Accuracy: 0.911, Validation Accuracy: 0.928, Loss: 0.056 Epoch 15 Batch 217/269 - Train Accuracy: 0.925, Validation Accuracy: 0.931, Loss: 0.046 Epoch 15 Batch 218/269 - Train Accuracy: 0.933, Validation Accuracy: 0.931, Loss: 0.040 Epoch 15 Batch 219/269 - Train Accuracy: 0.934, Validation Accuracy: 0.930, Loss: 0.043 Epoch 15 Batch 220/269 - Train Accuracy: 0.922, Validation Accuracy: 0.932, Loss: 0.044 Epoch 15 Batch 221/269 - Train Accuracy: 0.929, Validation Accuracy: 0.932, Loss: 0.041 Epoch 15 Batch 222/269 - Train Accuracy: 0.944, Validation Accuracy: 0.931, Loss: 0.037 Epoch 15 Batch 223/269 - Train Accuracy: 0.927, Validation Accuracy: 0.932, Loss: 0.038 Epoch 15 Batch 224/269 - Train Accuracy: 0.922, Validation Accuracy: 0.935, Loss: 0.048 Epoch 15 Batch 225/269 - Train Accuracy: 0.927, Validation Accuracy: 0.933, Loss: 0.039 Epoch 15 Batch 226/269 - Train Accuracy: 0.933, Validation Accuracy: 0.931, Loss: 0.044 Epoch 15 Batch 227/269 - Train Accuracy: 0.934, Validation Accuracy: 0.931, Loss: 0.051 Epoch 15 Batch 228/269 - Train Accuracy: 0.935, Validation Accuracy: 0.932, Loss: 0.037 Epoch 15 Batch 229/269 - Train Accuracy: 0.932, Validation Accuracy: 0.932, Loss: 0.041 Epoch 15 Batch 230/269 - Train Accuracy: 0.942, Validation Accuracy: 0.933, Loss: 0.041 Epoch 15 Batch 231/269 - Train Accuracy: 0.928, Validation Accuracy: 0.933, Loss: 0.042 Epoch 15 Batch 232/269 - Train Accuracy: 0.931, Validation Accuracy: 0.933, Loss: 0.038 Epoch 15 Batch 233/269 - Train Accuracy: 0.938, Validation Accuracy: 0.933, Loss: 0.047 Epoch 15 Batch 234/269 - Train Accuracy: 0.933, Validation Accuracy: 0.932, Loss: 0.040 Epoch 15 Batch 235/269 - Train Accuracy: 0.950, Validation Accuracy: 0.929, Loss: 0.036 Epoch 15 Batch 236/269 - Train Accuracy: 0.932, Validation Accuracy: 0.930, Loss: 0.038 Epoch 15 Batch 237/269 - Train Accuracy: 0.935, Validation Accuracy: 0.931, Loss: 0.038 Epoch 15 Batch 238/269 - Train Accuracy: 0.930, Validation Accuracy: 0.931, Loss: 0.041 Epoch 15 Batch 239/269 - Train Accuracy: 0.936, Validation Accuracy: 0.929, Loss: 0.039 Epoch 15 Batch 240/269 - Train Accuracy: 0.937, Validation Accuracy: 0.930, Loss: 0.038 Epoch 15 Batch 241/269 - Train Accuracy: 0.926, Validation Accuracy: 0.932, Loss: 0.047 Epoch 15 Batch 242/269 - Train Accuracy: 0.941, Validation Accuracy: 0.936, Loss: 0.041 Epoch 15 Batch 243/269 - Train Accuracy: 0.943, Validation Accuracy: 0.936, Loss: 0.036 Epoch 15 Batch 244/269 - Train Accuracy: 0.924, Validation Accuracy: 0.936, Loss: 0.042 Epoch 15 Batch 245/269 - Train Accuracy: 0.924, Validation Accuracy: 0.936, Loss: 0.043 Epoch 15 Batch 246/269 - Train Accuracy: 0.925, Validation Accuracy: 0.936, Loss: 0.044 Epoch 15 Batch 247/269 - Train Accuracy: 0.933, Validation Accuracy: 0.937, Loss: 0.040 Epoch 15 Batch 248/269 - Train Accuracy: 0.945, Validation Accuracy: 0.933, Loss: 0.038 Epoch 15 Batch 249/269 - Train Accuracy: 0.929, Validation Accuracy: 0.934, Loss: 0.037 Epoch 15 Batch 250/269 - Train Accuracy: 0.943, Validation Accuracy: 0.934, Loss: 0.039 Epoch 15 Batch 251/269 - Train Accuracy: 0.947, Validation Accuracy: 0.938, Loss: 0.037 Epoch 15 Batch 252/269 - Train Accuracy: 0.946, Validation Accuracy: 0.937, Loss: 0.033 Epoch 15 Batch 253/269 - Train Accuracy: 0.914, Validation Accuracy: 0.936, Loss: 0.043 Epoch 15 Batch 254/269 - Train Accuracy: 0.930, Validation Accuracy: 0.933, Loss: 0.040 Epoch 15 Batch 255/269 - Train Accuracy: 0.937, Validation Accuracy: 0.930, Loss: 0.042 Epoch 15 Batch 256/269 - Train Accuracy: 0.927, Validation Accuracy: 0.934, Loss: 0.039 Epoch 15 Batch 257/269 - Train Accuracy: 0.927, Validation Accuracy: 0.936, Loss: 0.045 Epoch 15 Batch 258/269 - Train Accuracy: 0.933, Validation Accuracy: 0.933, Loss: 0.042 Epoch 15 Batch 259/269 - Train Accuracy: 0.936, Validation Accuracy: 0.934, Loss: 0.039 Epoch 15 Batch 260/269 - Train Accuracy: 0.932, Validation Accuracy: 0.932, Loss: 0.044 Epoch 15 Batch 261/269 - Train Accuracy: 0.927, Validation Accuracy: 0.937, Loss: 0.040 Epoch 15 Batch 262/269 - Train Accuracy: 0.934, Validation Accuracy: 0.939, Loss: 0.042 Epoch 15 Batch 263/269 - Train Accuracy: 0.935, Validation Accuracy: 0.939, Loss: 0.043 Epoch 15 Batch 264/269 - Train Accuracy: 0.917, Validation Accuracy: 0.937, Loss: 0.045 Epoch 15 Batch 265/269 - Train Accuracy: 0.920, Validation Accuracy: 0.933, Loss: 0.042 Epoch 15 Batch 266/269 - Train Accuracy: 0.939, Validation Accuracy: 0.934, Loss: 0.037 Epoch 15 Batch 267/269 - Train Accuracy: 0.941, Validation Accuracy: 0.933, Loss: 0.045 Epoch 16 Batch 0/269 - Train Accuracy: 0.933, Validation Accuracy: 0.936, Loss: 0.045 Epoch 16 Batch 1/269 - Train Accuracy: 0.936, Validation Accuracy: 0.935, Loss: 0.039 Epoch 16 Batch 2/269 - Train Accuracy: 0.934, Validation Accuracy: 0.937, Loss: 0.042 Epoch 16 Batch 3/269 - Train Accuracy: 0.949, Validation Accuracy: 0.939, Loss: 0.039 Epoch 16 Batch 4/269 - Train Accuracy: 0.919, Validation Accuracy: 0.936, Loss: 0.042 Epoch 16 Batch 5/269 - Train Accuracy: 0.932, Validation Accuracy: 0.937, Loss: 0.041 Epoch 16 Batch 6/269 - Train Accuracy: 0.936, Validation Accuracy: 0.933, Loss: 0.036 Epoch 16 Batch 7/269 - Train Accuracy: 0.929, Validation Accuracy: 0.933, Loss: 0.038 Epoch 16 Batch 8/269 - Train Accuracy: 0.941, Validation Accuracy: 0.932, Loss: 0.043 Epoch 16 Batch 9/269 - Train Accuracy: 0.925, Validation Accuracy: 0.930, Loss: 0.042 Epoch 16 Batch 10/269 - Train Accuracy: 0.930, Validation Accuracy: 0.932, Loss: 0.036 Epoch 16 Batch 11/269 - Train Accuracy: 0.932, Validation Accuracy: 0.931, Loss: 0.046 Epoch 16 Batch 12/269 - Train Accuracy: 0.928, Validation Accuracy: 0.932, Loss: 0.046 Epoch 16 Batch 13/269 - Train Accuracy: 0.930, Validation Accuracy: 0.935, Loss: 0.035 Epoch 16 Batch 14/269 - Train Accuracy: 0.922, Validation Accuracy: 0.930, Loss: 0.040 Epoch 16 Batch 15/269 - Train Accuracy: 0.939, Validation Accuracy: 0.932, Loss: 0.033 Epoch 16 Batch 16/269 - Train Accuracy: 0.923, Validation Accuracy: 0.931, Loss: 0.045 Epoch 16 Batch 17/269 - Train Accuracy: 0.922, Validation Accuracy: 0.934, Loss: 0.033 Epoch 16 Batch 18/269 - Train Accuracy: 0.926, Validation Accuracy: 0.935, Loss: 0.042 Epoch 16 Batch 19/269 - Train Accuracy: 0.937, Validation Accuracy: 0.933, Loss: 0.033 Epoch 16 Batch 20/269 - Train Accuracy: 0.947, Validation Accuracy: 0.933, Loss: 0.037 Epoch 16 Batch 21/269 - Train Accuracy: 0.924, Validation Accuracy: 0.937, Loss: 0.049 Epoch 16 Batch 22/269 - Train Accuracy: 0.943, Validation Accuracy: 0.933, Loss: 0.038 Epoch 16 Batch 23/269 - Train Accuracy: 0.933, Validation Accuracy: 0.937, Loss: 0.041 Epoch 16 Batch 24/269 - Train Accuracy: 0.932, Validation Accuracy: 0.936, Loss: 0.038 Epoch 16 Batch 25/269 - Train Accuracy: 0.933, Validation Accuracy: 0.932, Loss: 0.043 Epoch 16 Batch 26/269 - Train Accuracy: 0.934, Validation Accuracy: 0.933, Loss: 0.036 Epoch 16 Batch 27/269 - Train Accuracy: 0.926, Validation Accuracy: 0.932, Loss: 0.038 Epoch 16 Batch 28/269 - Train Accuracy: 0.925, Validation Accuracy: 0.934, Loss: 0.043 Epoch 16 Batch 29/269 - Train Accuracy: 0.934, Validation Accuracy: 0.934, Loss: 0.041 Epoch 16 Batch 30/269 - Train Accuracy: 0.932, Validation Accuracy: 0.934, Loss: 0.040 Epoch 16 Batch 31/269 - Train Accuracy: 0.939, Validation Accuracy: 0.937, Loss: 0.040 Epoch 16 Batch 32/269 - Train Accuracy: 0.942, Validation Accuracy: 0.932, Loss: 0.036 Epoch 16 Batch 33/269 - Train Accuracy: 0.933, Validation Accuracy: 0.928, Loss: 0.036 Epoch 16 Batch 34/269 - Train Accuracy: 0.928, Validation Accuracy: 0.930, Loss: 0.038 Epoch 16 Batch 35/269 - Train Accuracy: 0.932, Validation Accuracy: 0.934, Loss: 0.047 Epoch 16 Batch 36/269 - Train Accuracy: 0.935, Validation Accuracy: 0.937, Loss: 0.041 Epoch 16 Batch 37/269 - Train Accuracy: 0.930, Validation Accuracy: 0.934, Loss: 0.044 Epoch 16 Batch 38/269 - Train Accuracy: 0.928, Validation Accuracy: 0.938, Loss: 0.038 Epoch 16 Batch 39/269 - Train Accuracy: 0.936, Validation Accuracy: 0.937, Loss: 0.040 Epoch 16 Batch 40/269 - Train Accuracy: 0.925, Validation Accuracy: 0.937, Loss: 0.042 Epoch 16 Batch 41/269 - Train Accuracy: 0.923, Validation Accuracy: 0.937, Loss: 0.043 Epoch 16 Batch 42/269 - Train Accuracy: 0.942, Validation Accuracy: 0.938, Loss: 0.036 Epoch 16 Batch 43/269 - Train Accuracy: 0.938, Validation Accuracy: 0.937, Loss: 0.039 Epoch 16 Batch 44/269 - Train Accuracy: 0.936, Validation Accuracy: 0.934, Loss: 0.040 Epoch 16 Batch 45/269 - Train Accuracy: 0.931, Validation Accuracy: 0.937, Loss: 0.041 Epoch 16 Batch 46/269 - Train Accuracy: 0.926, Validation Accuracy: 0.940, Loss: 0.037 Epoch 16 Batch 47/269 - Train Accuracy: 0.939, Validation Accuracy: 0.940, Loss: 0.035 Epoch 16 Batch 48/269 - Train Accuracy: 0.936, Validation Accuracy: 0.938, Loss: 0.038 Epoch 16 Batch 49/269 - Train Accuracy: 0.932, Validation Accuracy: 0.939, Loss: 0.037 Epoch 16 Batch 50/269 - Train Accuracy: 0.917, Validation Accuracy: 0.939, Loss: 0.046 Epoch 16 Batch 51/269 - Train Accuracy: 0.939, Validation Accuracy: 0.938, Loss: 0.039 Epoch 16 Batch 52/269 - Train Accuracy: 0.926, Validation Accuracy: 0.938, Loss: 0.033 Epoch 16 Batch 53/269 - Train Accuracy: 0.917, Validation Accuracy: 0.934, Loss: 0.043 Epoch 16 Batch 54/269 - Train Accuracy: 0.945, Validation Accuracy: 0.933, Loss: 0.036 Epoch 16 Batch 55/269 - Train Accuracy: 0.937, Validation Accuracy: 0.930, Loss: 0.039 Epoch 16 Batch 56/269 - Train Accuracy: 0.932, Validation Accuracy: 0.928, Loss: 0.039 Epoch 16 Batch 57/269 - Train Accuracy: 0.933, Validation Accuracy: 0.930, Loss: 0.043 Epoch 16 Batch 58/269 - Train Accuracy: 0.938, Validation Accuracy: 0.934, Loss: 0.039 Epoch 16 Batch 59/269 - Train Accuracy: 0.947, Validation Accuracy: 0.932, Loss: 0.031 Epoch 16 Batch 60/269 - Train Accuracy: 0.938, Validation Accuracy: 0.939, Loss: 0.036 Epoch 16 Batch 61/269 - Train Accuracy: 0.931, Validation Accuracy: 0.941, Loss: 0.037 Epoch 16 Batch 62/269 - Train Accuracy: 0.932, Validation Accuracy: 0.939, Loss: 0.042 Epoch 16 Batch 63/269 - Train Accuracy: 0.931, Validation Accuracy: 0.943, Loss: 0.045 Epoch 16 Batch 64/269 - Train Accuracy: 0.939, Validation Accuracy: 0.939, Loss: 0.034 Epoch 16 Batch 65/269 - Train Accuracy: 0.939, Validation Accuracy: 0.936, Loss: 0.037 Epoch 16 Batch 66/269 - Train Accuracy: 0.921, Validation Accuracy: 0.936, Loss: 0.041 Epoch 16 Batch 67/269 - Train Accuracy: 0.930, Validation Accuracy: 0.935, Loss: 0.044 Epoch 16 Batch 68/269 - Train Accuracy: 0.933, Validation Accuracy: 0.933, Loss: 0.043 Epoch 16 Batch 69/269 - Train Accuracy: 0.913, Validation Accuracy: 0.932, Loss: 0.049 Epoch 16 Batch 70/269 - Train Accuracy: 0.939, Validation Accuracy: 0.934, Loss: 0.041 Epoch 16 Batch 71/269 - Train Accuracy: 0.944, Validation Accuracy: 0.934, Loss: 0.044 Epoch 16 Batch 72/269 - Train Accuracy: 0.931, Validation Accuracy: 0.934, Loss: 0.042 Epoch 16 Batch 73/269 - Train Accuracy: 0.922, Validation Accuracy: 0.935, Loss: 0.043 Epoch 16 Batch 74/269 - Train Accuracy: 0.942, Validation Accuracy: 0.936, Loss: 0.040 Epoch 16 Batch 75/269 - Train Accuracy: 0.926, Validation Accuracy: 0.938, Loss: 0.044 Epoch 16 Batch 76/269 - Train Accuracy: 0.927, Validation Accuracy: 0.935, Loss: 0.038 Epoch 16 Batch 77/269 - Train Accuracy: 0.941, Validation Accuracy: 0.935, Loss: 0.038 Epoch 16 Batch 78/269 - Train Accuracy: 0.939, Validation Accuracy: 0.931, Loss: 0.039 Epoch 16 Batch 79/269 - Train Accuracy: 0.924, Validation Accuracy: 0.931, Loss: 0.039 Epoch 16 Batch 80/269 - Train Accuracy: 0.935, Validation Accuracy: 0.931, Loss: 0.039 Epoch 16 Batch 81/269 - Train Accuracy: 0.928, Validation Accuracy: 0.930, Loss: 0.045 Epoch 16 Batch 82/269 - Train Accuracy: 0.949, Validation Accuracy: 0.929, Loss: 0.034 Epoch 16 Batch 83/269 - Train Accuracy: 0.929, Validation Accuracy: 0.927, Loss: 0.049 Epoch 16 Batch 84/269 - Train Accuracy: 0.932, Validation Accuracy: 0.932, Loss: 0.038 Epoch 16 Batch 85/269 - Train Accuracy: 0.941, Validation Accuracy: 0.932, Loss: 0.036 Epoch 16 Batch 86/269 - Train Accuracy: 0.932, Validation Accuracy: 0.931, Loss: 0.034 Epoch 16 Batch 87/269 - Train Accuracy: 0.929, Validation Accuracy: 0.930, Loss: 0.041 Epoch 16 Batch 88/269 - Train Accuracy: 0.932, Validation Accuracy: 0.931, Loss: 0.040 Epoch 16 Batch 89/269 - Train Accuracy: 0.941, Validation Accuracy: 0.933, Loss: 0.036 Epoch 16 Batch 90/269 - Train Accuracy: 0.931, Validation Accuracy: 0.934, Loss: 0.040 Epoch 16 Batch 91/269 - Train Accuracy: 0.944, Validation Accuracy: 0.931, Loss: 0.037 Epoch 16 Batch 92/269 - Train Accuracy: 0.939, Validation Accuracy: 0.934, Loss: 0.036 Epoch 16 Batch 93/269 - Train Accuracy: 0.945, Validation Accuracy: 0.936, Loss: 0.037 Epoch 16 Batch 94/269 - Train Accuracy: 0.934, Validation Accuracy: 0.936, Loss: 0.044 Epoch 16 Batch 95/269 - Train Accuracy: 0.935, Validation Accuracy: 0.934, Loss: 0.039 Epoch 16 Batch 96/269 - Train Accuracy: 0.919, Validation Accuracy: 0.933, Loss: 0.043 Epoch 16 Batch 97/269 - Train Accuracy: 0.946, Validation Accuracy: 0.934, Loss: 0.040 Epoch 16 Batch 98/269 - Train Accuracy: 0.939, Validation Accuracy: 0.935, Loss: 0.040 Epoch 16 Batch 99/269 - Train Accuracy: 0.932, Validation Accuracy: 0.934, Loss: 0.035 Epoch 16 Batch 100/269 - Train Accuracy: 0.941, Validation Accuracy: 0.936, Loss: 0.039 Epoch 16 Batch 101/269 - Train Accuracy: 0.917, Validation Accuracy: 0.935, Loss: 0.047 Epoch 16 Batch 102/269 - Train Accuracy: 0.932, Validation Accuracy: 0.935, Loss: 0.036 Epoch 16 Batch 103/269 - Train Accuracy: 0.943, Validation Accuracy: 0.934, Loss: 0.044 Epoch 16 Batch 104/269 - Train Accuracy: 0.936, Validation Accuracy: 0.930, Loss: 0.037 Epoch 16 Batch 105/269 - Train Accuracy: 0.936, Validation Accuracy: 0.932, Loss: 0.038 Epoch 16 Batch 106/269 - Train Accuracy: 0.943, Validation Accuracy: 0.933, Loss: 0.033 Epoch 16 Batch 107/269 - Train Accuracy: 0.943, Validation Accuracy: 0.935, Loss: 0.038 Epoch 16 Batch 108/269 - Train Accuracy: 0.944, Validation Accuracy: 0.935, Loss: 0.037 Epoch 16 Batch 109/269 - Train Accuracy: 0.925, Validation Accuracy: 0.934, Loss: 0.043 Epoch 16 Batch 110/269 - Train Accuracy: 0.933, Validation Accuracy: 0.931, Loss: 0.037 Epoch 16 Batch 111/269 - Train Accuracy: 0.930, Validation Accuracy: 0.930, Loss: 0.042 Epoch 16 Batch 112/269 - Train Accuracy: 0.933, Validation Accuracy: 0.931, Loss: 0.042 Epoch 16 Batch 113/269 - Train Accuracy: 0.934, Validation Accuracy: 0.934, Loss: 0.039 Epoch 16 Batch 114/269 - Train Accuracy: 0.939, Validation Accuracy: 0.940, Loss: 0.039 Epoch 16 Batch 115/269 - Train Accuracy: 0.932, Validation Accuracy: 0.934, Loss: 0.040 Epoch 16 Batch 116/269 - Train Accuracy: 0.948, Validation Accuracy: 0.936, Loss: 0.038 Epoch 16 Batch 117/269 - Train Accuracy: 0.927, Validation Accuracy: 0.936, Loss: 0.036 Epoch 16 Batch 118/269 - Train Accuracy: 0.935, Validation Accuracy: 0.936, Loss: 0.035 Epoch 16 Batch 119/269 - Train Accuracy: 0.929, Validation Accuracy: 0.937, Loss: 0.040 Epoch 16 Batch 120/269 - Train Accuracy: 0.941, Validation Accuracy: 0.940, Loss: 0.040 Epoch 16 Batch 121/269 - Train Accuracy: 0.944, Validation Accuracy: 0.936, Loss: 0.034 Epoch 16 Batch 122/269 - Train Accuracy: 0.939, Validation Accuracy: 0.937, Loss: 0.036 Epoch 16 Batch 123/269 - Train Accuracy: 0.934, Validation Accuracy: 0.931, Loss: 0.039 Epoch 16 Batch 124/269 - Train Accuracy: 0.942, Validation Accuracy: 0.929, Loss: 0.032 Epoch 16 Batch 125/269 - Train Accuracy: 0.938, Validation Accuracy: 0.931, Loss: 0.035 Epoch 16 Batch 126/269 - Train Accuracy: 0.926, Validation Accuracy: 0.935, Loss: 0.037 Epoch 16 Batch 127/269 - Train Accuracy: 0.932, Validation Accuracy: 0.937, Loss: 0.037 Epoch 16 Batch 128/269 - Train Accuracy: 0.937, Validation Accuracy: 0.937, Loss: 0.037 Epoch 16 Batch 129/269 - Train Accuracy: 0.918, Validation Accuracy: 0.937, Loss: 0.039 Epoch 16 Batch 130/269 - Train Accuracy: 0.935, Validation Accuracy: 0.934, Loss: 0.040 Epoch 16 Batch 131/269 - Train Accuracy: 0.923, Validation Accuracy: 0.930, Loss: 0.039 Epoch 16 Batch 132/269 - Train Accuracy: 0.911, Validation Accuracy: 0.934, Loss: 0.040 Epoch 16 Batch 133/269 - Train Accuracy: 0.942, Validation Accuracy: 0.934, Loss: 0.032 Epoch 16 Batch 134/269 - Train Accuracy: 0.935, Validation Accuracy: 0.932, Loss: 0.039 Epoch 16 Batch 135/269 - Train Accuracy: 0.941, Validation Accuracy: 0.934, Loss: 0.038 Epoch 16 Batch 136/269 - Train Accuracy: 0.921, Validation Accuracy: 0.936, Loss: 0.043 Epoch 16 Batch 137/269 - Train Accuracy: 0.925, Validation Accuracy: 0.931, Loss: 0.043 Epoch 16 Batch 138/269 - Train Accuracy: 0.930, Validation Accuracy: 0.934, Loss: 0.034 Epoch 16 Batch 139/269 - Train Accuracy: 0.949, Validation Accuracy: 0.935, Loss: 0.034 Epoch 16 Batch 140/269 - Train Accuracy: 0.940, Validation Accuracy: 0.936, Loss: 0.042 Epoch 16 Batch 141/269 - Train Accuracy: 0.933, Validation Accuracy: 0.938, Loss: 0.041 Epoch 16 Batch 142/269 - Train Accuracy: 0.924, Validation Accuracy: 0.940, Loss: 0.038 Epoch 16 Batch 143/269 - Train Accuracy: 0.945, Validation Accuracy: 0.940, Loss: 0.033 Epoch 16 Batch 144/269 - Train Accuracy: 0.949, Validation Accuracy: 0.939, Loss: 0.031 Epoch 16 Batch 145/269 - Train Accuracy: 0.943, Validation Accuracy: 0.935, Loss: 0.035 Epoch 16 Batch 146/269 - Train Accuracy: 0.931, Validation Accuracy: 0.931, Loss: 0.035 Epoch 16 Batch 147/269 - Train Accuracy: 0.934, Validation Accuracy: 0.933, Loss: 0.043 Epoch 16 Batch 148/269 - Train Accuracy: 0.935, Validation Accuracy: 0.938, Loss: 0.039 Epoch 16 Batch 149/269 - Train Accuracy: 0.929, Validation Accuracy: 0.937, Loss: 0.045 Epoch 16 Batch 150/269 - Train Accuracy: 0.935, Validation Accuracy: 0.938, Loss: 0.042 Epoch 16 Batch 151/269 - Train Accuracy: 0.942, Validation Accuracy: 0.935, Loss: 0.041 Epoch 16 Batch 152/269 - Train Accuracy: 0.933, Validation Accuracy: 0.933, Loss: 0.040 Epoch 16 Batch 153/269 - Train Accuracy: 0.945, Validation Accuracy: 0.937, Loss: 0.037 Epoch 16 Batch 154/269 - Train Accuracy: 0.949, Validation Accuracy: 0.940, Loss: 0.035 Epoch 16 Batch 155/269 - Train Accuracy: 0.932, Validation Accuracy: 0.941, Loss: 0.035 Epoch 16 Batch 156/269 - Train Accuracy: 0.933, Validation Accuracy: 0.940, Loss: 0.039 Epoch 16 Batch 157/269 - Train Accuracy: 0.934, Validation Accuracy: 0.938, Loss: 0.033 Epoch 16 Batch 158/269 - Train Accuracy: 0.931, Validation Accuracy: 0.936, Loss: 0.038 Epoch 16 Batch 159/269 - Train Accuracy: 0.931, Validation Accuracy: 0.933, Loss: 0.040 Epoch 16 Batch 160/269 - Train Accuracy: 0.934, Validation Accuracy: 0.935, Loss: 0.037 Epoch 16 Batch 161/269 - Train Accuracy: 0.941, Validation Accuracy: 0.934, Loss: 0.036 Epoch 16 Batch 162/269 - Train Accuracy: 0.941, Validation Accuracy: 0.936, Loss: 0.037 Epoch 16 Batch 163/269 - Train Accuracy: 0.941, Validation Accuracy: 0.941, Loss: 0.039 Epoch 16 Batch 164/269 - Train Accuracy: 0.951, Validation Accuracy: 0.942, Loss: 0.037 Epoch 16 Batch 165/269 - Train Accuracy: 0.934, Validation Accuracy: 0.941, Loss: 0.036 Epoch 16 Batch 166/269 - Train Accuracy: 0.938, Validation Accuracy: 0.938, Loss: 0.037 Epoch 16 Batch 167/269 - Train Accuracy: 0.939, Validation Accuracy: 0.939, Loss: 0.038 Epoch 16 Batch 168/269 - Train Accuracy: 0.940, Validation Accuracy: 0.939, Loss: 0.038 Epoch 16 Batch 169/269 - Train Accuracy: 0.926, Validation Accuracy: 0.939, Loss: 0.035 Epoch 16 Batch 170/269 - Train Accuracy: 0.932, Validation Accuracy: 0.941, Loss: 0.035 Epoch 16 Batch 171/269 - Train Accuracy: 0.942, Validation Accuracy: 0.940, Loss: 0.037 Epoch 16 Batch 172/269 - Train Accuracy: 0.933, Validation Accuracy: 0.943, Loss: 0.043 Epoch 16 Batch 173/269 - Train Accuracy: 0.937, Validation Accuracy: 0.942, Loss: 0.034 Epoch 16 Batch 174/269 - Train Accuracy: 0.946, Validation Accuracy: 0.944, Loss: 0.038 Epoch 16 Batch 175/269 - Train Accuracy: 0.928, Validation Accuracy: 0.943, Loss: 0.047 Epoch 16 Batch 176/269 - Train Accuracy: 0.929, Validation Accuracy: 0.941, Loss: 0.043 Epoch 16 Batch 177/269 - Train Accuracy: 0.942, Validation Accuracy: 0.942, Loss: 0.037 Epoch 16 Batch 178/269 - Train Accuracy: 0.936, Validation Accuracy: 0.943, Loss: 0.032 Epoch 16 Batch 179/269 - Train Accuracy: 0.931, Validation Accuracy: 0.942, Loss: 0.037 Epoch 16 Batch 180/269 - Train Accuracy: 0.945, Validation Accuracy: 0.941, Loss: 0.033 Epoch 16 Batch 181/269 - Train Accuracy: 0.936, Validation Accuracy: 0.938, Loss: 0.042 Epoch 16 Batch 182/269 - Train Accuracy: 0.939, Validation Accuracy: 0.935, Loss: 0.035 Epoch 16 Batch 183/269 - Train Accuracy: 0.942, Validation Accuracy: 0.936, Loss: 0.029 Epoch 16 Batch 184/269 - Train Accuracy: 0.933, Validation Accuracy: 0.938, Loss: 0.035 Epoch 16 Batch 185/269 - Train Accuracy: 0.951, Validation Accuracy: 0.942, Loss: 0.036 Epoch 16 Batch 186/269 - Train Accuracy: 0.933, Validation Accuracy: 0.943, Loss: 0.033 Epoch 16 Batch 187/269 - Train Accuracy: 0.936, Validation Accuracy: 0.942, Loss: 0.035 Epoch 16 Batch 188/269 - Train Accuracy: 0.942, Validation Accuracy: 0.942, Loss: 0.034 Epoch 16 Batch 189/269 - Train Accuracy: 0.949, Validation Accuracy: 0.935, Loss: 0.033 Epoch 16 Batch 190/269 - Train Accuracy: 0.940, Validation Accuracy: 0.937, Loss: 0.037 Epoch 16 Batch 191/269 - Train Accuracy: 0.930, Validation Accuracy: 0.939, Loss: 0.036 Epoch 16 Batch 192/269 - Train Accuracy: 0.939, Validation Accuracy: 0.939, Loss: 0.037 Epoch 16 Batch 193/269 - Train Accuracy: 0.940, Validation Accuracy: 0.941, Loss: 0.034 Epoch 16 Batch 194/269 - Train Accuracy: 0.932, Validation Accuracy: 0.941, Loss: 0.037 Epoch 16 Batch 195/269 - Train Accuracy: 0.928, Validation Accuracy: 0.939, Loss: 0.035 Epoch 16 Batch 196/269 - Train Accuracy: 0.938, Validation Accuracy: 0.940, Loss: 0.037 Epoch 16 Batch 197/269 - Train Accuracy: 0.927, Validation Accuracy: 0.944, Loss: 0.037 Epoch 16 Batch 198/269 - Train Accuracy: 0.938, Validation Accuracy: 0.944, Loss: 0.038 Epoch 16 Batch 199/269 - Train Accuracy: 0.938, Validation Accuracy: 0.944, Loss: 0.039 Epoch 16 Batch 200/269 - Train Accuracy: 0.948, Validation Accuracy: 0.942, Loss: 0.034 Epoch 16 Batch 201/269 - Train Accuracy: 0.943, Validation Accuracy: 0.940, Loss: 0.037 Epoch 16 Batch 202/269 - Train Accuracy: 0.940, Validation Accuracy: 0.934, Loss: 0.035 Epoch 16 Batch 203/269 - Train Accuracy: 0.944, Validation Accuracy: 0.936, Loss: 0.038 Epoch 16 Batch 204/269 - Train Accuracy: 0.938, Validation Accuracy: 0.938, Loss: 0.038 Epoch 16 Batch 205/269 - Train Accuracy: 0.950, Validation Accuracy: 0.941, Loss: 0.036 Epoch 16 Batch 206/269 - Train Accuracy: 0.926, Validation Accuracy: 0.942, Loss: 0.041 Epoch 16 Batch 207/269 - Train Accuracy: 0.931, Validation Accuracy: 0.940, Loss: 0.036 Epoch 16 Batch 208/269 - Train Accuracy: 0.943, Validation Accuracy: 0.941, Loss: 0.038 Epoch 16 Batch 209/269 - Train Accuracy: 0.945, Validation Accuracy: 0.939, Loss: 0.036 Epoch 16 Batch 210/269 - Train Accuracy: 0.941, Validation Accuracy: 0.940, Loss: 0.034 Epoch 16 Batch 211/269 - Train Accuracy: 0.944, Validation Accuracy: 0.943, Loss: 0.038 Epoch 16 Batch 212/269 - Train Accuracy: 0.938, Validation Accuracy: 0.942, Loss: 0.042 Epoch 16 Batch 213/269 - Train Accuracy: 0.943, Validation Accuracy: 0.938, Loss: 0.035 Epoch 16 Batch 214/269 - Train Accuracy: 0.939, Validation Accuracy: 0.939, Loss: 0.038 Epoch 16 Batch 215/269 - Train Accuracy: 0.929, Validation Accuracy: 0.937, Loss: 0.037 Epoch 16 Batch 216/269 - Train Accuracy: 0.920, Validation Accuracy: 0.937, Loss: 0.049 Epoch 16 Batch 217/269 - Train Accuracy: 0.926, Validation Accuracy: 0.935, Loss: 0.040 Epoch 16 Batch 218/269 - Train Accuracy: 0.944, Validation Accuracy: 0.934, Loss: 0.034 Epoch 16 Batch 219/269 - Train Accuracy: 0.940, Validation Accuracy: 0.936, Loss: 0.037 Epoch 16 Batch 220/269 - Train Accuracy: 0.928, Validation Accuracy: 0.938, Loss: 0.039 Epoch 16 Batch 221/269 - Train Accuracy: 0.932, Validation Accuracy: 0.938, Loss: 0.036 Epoch 16 Batch 222/269 - Train Accuracy: 0.951, Validation Accuracy: 0.938, Loss: 0.033 Epoch 16 Batch 223/269 - Train Accuracy: 0.932, Validation Accuracy: 0.938, Loss: 0.034 Epoch 16 Batch 224/269 - Train Accuracy: 0.932, Validation Accuracy: 0.940, Loss: 0.043 Epoch 16 Batch 225/269 - Train Accuracy: 0.930, Validation Accuracy: 0.939, Loss: 0.034 Epoch 16 Batch 226/269 - Train Accuracy: 0.944, Validation Accuracy: 0.935, Loss: 0.039 Epoch 16 Batch 227/269 - Train Accuracy: 0.941, Validation Accuracy: 0.936, Loss: 0.046 Epoch 16 Batch 228/269 - Train Accuracy: 0.942, Validation Accuracy: 0.937, Loss: 0.033 Epoch 16 Batch 229/269 - Train Accuracy: 0.939, Validation Accuracy: 0.938, Loss: 0.036 Epoch 16 Batch 230/269 - Train Accuracy: 0.945, Validation Accuracy: 0.938, Loss: 0.036 Epoch 16 Batch 231/269 - Train Accuracy: 0.931, Validation Accuracy: 0.941, Loss: 0.036 Epoch 16 Batch 232/269 - Train Accuracy: 0.938, Validation Accuracy: 0.941, Loss: 0.033 Epoch 16 Batch 233/269 - Train Accuracy: 0.948, Validation Accuracy: 0.940, Loss: 0.042 Epoch 16 Batch 234/269 - Train Accuracy: 0.938, Validation Accuracy: 0.940, Loss: 0.034 Epoch 16 Batch 235/269 - Train Accuracy: 0.961, Validation Accuracy: 0.939, Loss: 0.030 Epoch 16 Batch 236/269 - Train Accuracy: 0.940, Validation Accuracy: 0.938, Loss: 0.033 Epoch 16 Batch 237/269 - Train Accuracy: 0.946, Validation Accuracy: 0.937, Loss: 0.033 Epoch 16 Batch 238/269 - Train Accuracy: 0.941, Validation Accuracy: 0.937, Loss: 0.036 Epoch 16 Batch 239/269 - Train Accuracy: 0.944, Validation Accuracy: 0.939, Loss: 0.034 Epoch 16 Batch 240/269 - Train Accuracy: 0.940, Validation Accuracy: 0.936, Loss: 0.032 Epoch 16 Batch 241/269 - Train Accuracy: 0.930, Validation Accuracy: 0.937, Loss: 0.042 Epoch 16 Batch 242/269 - Train Accuracy: 0.946, Validation Accuracy: 0.939, Loss: 0.035 Epoch 16 Batch 243/269 - Train Accuracy: 0.948, Validation Accuracy: 0.945, Loss: 0.032 Epoch 16 Batch 244/269 - Train Accuracy: 0.930, Validation Accuracy: 0.943, Loss: 0.037 Epoch 16 Batch 245/269 - Train Accuracy: 0.932, Validation Accuracy: 0.942, Loss: 0.037 Epoch 16 Batch 246/269 - Train Accuracy: 0.932, Validation Accuracy: 0.944, Loss: 0.039 Epoch 16 Batch 247/269 - Train Accuracy: 0.943, Validation Accuracy: 0.942, Loss: 0.035 Epoch 16 Batch 248/269 - Train Accuracy: 0.951, Validation Accuracy: 0.942, Loss: 0.032 Epoch 16 Batch 249/269 - Train Accuracy: 0.936, Validation Accuracy: 0.938, Loss: 0.032 Epoch 16 Batch 250/269 - Train Accuracy: 0.945, Validation Accuracy: 0.941, Loss: 0.034 Epoch 16 Batch 251/269 - Train Accuracy: 0.951, Validation Accuracy: 0.942, Loss: 0.032 Epoch 16 Batch 252/269 - Train Accuracy: 0.951, Validation Accuracy: 0.944, Loss: 0.027 Epoch 16 Batch 253/269 - Train Accuracy: 0.926, Validation Accuracy: 0.940, Loss: 0.037 Epoch 16 Batch 254/269 - Train Accuracy: 0.934, Validation Accuracy: 0.940, Loss: 0.036 Epoch 16 Batch 255/269 - Train Accuracy: 0.942, Validation Accuracy: 0.938, Loss: 0.037 Epoch 16 Batch 256/269 - Train Accuracy: 0.927, Validation Accuracy: 0.942, Loss: 0.033 Epoch 16 Batch 257/269 - Train Accuracy: 0.939, Validation Accuracy: 0.940, Loss: 0.039 Epoch 16 Batch 258/269 - Train Accuracy: 0.940, Validation Accuracy: 0.936, Loss: 0.037 Epoch 16 Batch 259/269 - Train Accuracy: 0.944, Validation Accuracy: 0.937, Loss: 0.035 Epoch 16 Batch 260/269 - Train Accuracy: 0.942, Validation Accuracy: 0.944, Loss: 0.040 Epoch 16 Batch 261/269 - Train Accuracy: 0.937, Validation Accuracy: 0.943, Loss: 0.035 Epoch 16 Batch 262/269 - Train Accuracy: 0.936, Validation Accuracy: 0.941, Loss: 0.037 Epoch 16 Batch 263/269 - Train Accuracy: 0.937, Validation Accuracy: 0.939, Loss: 0.037 Epoch 16 Batch 264/269 - Train Accuracy: 0.921, Validation Accuracy: 0.938, Loss: 0.039 Epoch 16 Batch 265/269 - Train Accuracy: 0.930, Validation Accuracy: 0.940, Loss: 0.037 Epoch 16 Batch 266/269 - Train Accuracy: 0.943, Validation Accuracy: 0.936, Loss: 0.033 Epoch 16 Batch 267/269 - Train Accuracy: 0.950, Validation Accuracy: 0.937, Loss: 0.039 Epoch 17 Batch 0/269 - Train Accuracy: 0.941, Validation Accuracy: 0.939, Loss: 0.040 Epoch 17 Batch 1/269 - Train Accuracy: 0.943, Validation Accuracy: 0.946, Loss: 0.035 Epoch 17 Batch 2/269 - Train Accuracy: 0.938, Validation Accuracy: 0.941, Loss: 0.038 Epoch 17 Batch 3/269 - Train Accuracy: 0.952, Validation Accuracy: 0.940, Loss: 0.034 Epoch 17 Batch 4/269 - Train Accuracy: 0.922, Validation Accuracy: 0.941, Loss: 0.037 Epoch 17 Batch 5/269 - Train Accuracy: 0.940, Validation Accuracy: 0.937, Loss: 0.036 Epoch 17 Batch 6/269 - Train Accuracy: 0.941, Validation Accuracy: 0.941, Loss: 0.032 Epoch 17 Batch 7/269 - Train Accuracy: 0.934, Validation Accuracy: 0.938, Loss: 0.033 Epoch 17 Batch 8/269 - Train Accuracy: 0.944, Validation Accuracy: 0.937, Loss: 0.039 Epoch 17 Batch 9/269 - Train Accuracy: 0.930, Validation Accuracy: 0.932, Loss: 0.037 Epoch 17 Batch 10/269 - Train Accuracy: 0.931, Validation Accuracy: 0.934, Loss: 0.032 Epoch 17 Batch 11/269 - Train Accuracy: 0.934, Validation Accuracy: 0.939, Loss: 0.041 Epoch 17 Batch 12/269 - Train Accuracy: 0.932, Validation Accuracy: 0.937, Loss: 0.041 Epoch 17 Batch 13/269 - Train Accuracy: 0.937, Validation Accuracy: 0.939, Loss: 0.031 Epoch 17 Batch 14/269 - Train Accuracy: 0.934, Validation Accuracy: 0.939, Loss: 0.035 Epoch 17 Batch 15/269 - Train Accuracy: 0.940, Validation Accuracy: 0.941, Loss: 0.028 Epoch 17 Batch 16/269 - Train Accuracy: 0.934, Validation Accuracy: 0.940, Loss: 0.041 Epoch 17 Batch 17/269 - Train Accuracy: 0.931, Validation Accuracy: 0.938, Loss: 0.029 Epoch 17 Batch 18/269 - Train Accuracy: 0.930, Validation Accuracy: 0.940, Loss: 0.037 Epoch 17 Batch 19/269 - Train Accuracy: 0.949, Validation Accuracy: 0.936, Loss: 0.029 Epoch 17 Batch 20/269 - Train Accuracy: 0.947, Validation Accuracy: 0.938, Loss: 0.033 Epoch 17 Batch 21/269 - Train Accuracy: 0.925, Validation Accuracy: 0.940, Loss: 0.044 Epoch 17 Batch 22/269 - Train Accuracy: 0.949, Validation Accuracy: 0.937, Loss: 0.032 Epoch 17 Batch 23/269 - Train Accuracy: 0.932, Validation Accuracy: 0.936, Loss: 0.037 Epoch 17 Batch 24/269 - Train Accuracy: 0.936, Validation Accuracy: 0.940, Loss: 0.034 Epoch 17 Batch 25/269 - Train Accuracy: 0.937, Validation Accuracy: 0.939, Loss: 0.037 Epoch 17 Batch 26/269 - Train Accuracy: 0.933, Validation Accuracy: 0.934, Loss: 0.032 Epoch 17 Batch 27/269 - Train Accuracy: 0.935, Validation Accuracy: 0.942, Loss: 0.034 Epoch 17 Batch 28/269 - Train Accuracy: 0.924, Validation Accuracy: 0.941, Loss: 0.038 Epoch 17 Batch 29/269 - Train Accuracy: 0.938, Validation Accuracy: 0.936, Loss: 0.037 Epoch 17 Batch 30/269 - Train Accuracy: 0.938, Validation Accuracy: 0.936, Loss: 0.036 Epoch 17 Batch 31/269 - Train Accuracy: 0.945, Validation Accuracy: 0.940, Loss: 0.036 Epoch 17 Batch 32/269 - Train Accuracy: 0.948, Validation Accuracy: 0.935, Loss: 0.032 Epoch 17 Batch 33/269 - Train Accuracy: 0.939, Validation Accuracy: 0.932, Loss: 0.031 Epoch 17 Batch 34/269 - Train Accuracy: 0.938, Validation Accuracy: 0.932, Loss: 0.033 Epoch 17 Batch 35/269 - Train Accuracy: 0.939, Validation Accuracy: 0.939, Loss: 0.042 Epoch 17 Batch 36/269 - Train Accuracy: 0.939, Validation Accuracy: 0.940, Loss: 0.036 Epoch 17 Batch 37/269 - Train Accuracy: 0.929, Validation Accuracy: 0.941, Loss: 0.039 Epoch 17 Batch 38/269 - Train Accuracy: 0.932, Validation Accuracy: 0.944, Loss: 0.033 Epoch 17 Batch 39/269 - Train Accuracy: 0.941, Validation Accuracy: 0.945, Loss: 0.035 Epoch 17 Batch 40/269 - Train Accuracy: 0.929, Validation Accuracy: 0.943, Loss: 0.039 Epoch 17 Batch 41/269 - Train Accuracy: 0.928, Validation Accuracy: 0.939, Loss: 0.038 Epoch 17 Batch 42/269 - Train Accuracy: 0.951, Validation Accuracy: 0.940, Loss: 0.032 Epoch 17 Batch 43/269 - Train Accuracy: 0.940, Validation Accuracy: 0.941, Loss: 0.034 Epoch 17 Batch 44/269 - Train Accuracy: 0.937, Validation Accuracy: 0.943, Loss: 0.035 Epoch 17 Batch 45/269 - Train Accuracy: 0.936, Validation Accuracy: 0.943, Loss: 0.037 Epoch 17 Batch 46/269 - Train Accuracy: 0.938, Validation Accuracy: 0.946, Loss: 0.032 Epoch 17 Batch 47/269 - Train Accuracy: 0.945, Validation Accuracy: 0.946, Loss: 0.031 Epoch 17 Batch 48/269 - Train Accuracy: 0.942, Validation Accuracy: 0.947, Loss: 0.034 Epoch 17 Batch 49/269 - Train Accuracy: 0.934, Validation Accuracy: 0.946, Loss: 0.033 Epoch 17 Batch 50/269 - Train Accuracy: 0.924, Validation Accuracy: 0.946, Loss: 0.041 Epoch 17 Batch 51/269 - Train Accuracy: 0.946, Validation Accuracy: 0.946, Loss: 0.034 Epoch 17 Batch 52/269 - Train Accuracy: 0.931, Validation Accuracy: 0.944, Loss: 0.029 Epoch 17 Batch 53/269 - Train Accuracy: 0.930, Validation Accuracy: 0.941, Loss: 0.038 Epoch 17 Batch 54/269 - Train Accuracy: 0.949, Validation Accuracy: 0.934, Loss: 0.032 Epoch 17 Batch 55/269 - Train Accuracy: 0.941, Validation Accuracy: 0.929, Loss: 0.035 Epoch 17 Batch 56/269 - Train Accuracy: 0.941, Validation Accuracy: 0.930, Loss: 0.034 Epoch 17 Batch 57/269 - Train Accuracy: 0.937, Validation Accuracy: 0.937, Loss: 0.039 Epoch 17 Batch 58/269 - Train Accuracy: 0.949, Validation Accuracy: 0.940, Loss: 0.036 Epoch 17 Batch 59/269 - Train Accuracy: 0.954, Validation Accuracy: 0.941, Loss: 0.026 Epoch 17 Batch 60/269 - Train Accuracy: 0.947, Validation Accuracy: 0.945, Loss: 0.032 Epoch 17 Batch 61/269 - Train Accuracy: 0.938, Validation Accuracy: 0.946, Loss: 0.032 Epoch 17 Batch 62/269 - Train Accuracy: 0.934, Validation Accuracy: 0.945, Loss: 0.037 Epoch 17 Batch 63/269 - Train Accuracy: 0.935, Validation Accuracy: 0.945, Loss: 0.040 Epoch 17 Batch 64/269 - Train Accuracy: 0.943, Validation Accuracy: 0.943, Loss: 0.031 Epoch 17 Batch 65/269 - Train Accuracy: 0.941, Validation Accuracy: 0.942, Loss: 0.033 Epoch 17 Batch 66/269 - Train Accuracy: 0.925, Validation Accuracy: 0.941, Loss: 0.038 Epoch 17 Batch 67/269 - Train Accuracy: 0.937, Validation Accuracy: 0.939, Loss: 0.039 Epoch 17 Batch 68/269 - Train Accuracy: 0.938, Validation Accuracy: 0.935, Loss: 0.038 Epoch 17 Batch 69/269 - Train Accuracy: 0.914, Validation Accuracy: 0.933, Loss: 0.044 Epoch 17 Batch 70/269 - Train Accuracy: 0.949, Validation Accuracy: 0.936, Loss: 0.036 Epoch 17 Batch 71/269 - Train Accuracy: 0.947, Validation Accuracy: 0.939, Loss: 0.040 Epoch 17 Batch 72/269 - Train Accuracy: 0.928, Validation Accuracy: 0.939, Loss: 0.038 Epoch 17 Batch 73/269 - Train Accuracy: 0.924, Validation Accuracy: 0.940, Loss: 0.039 Epoch 17 Batch 74/269 - Train Accuracy: 0.944, Validation Accuracy: 0.941, Loss: 0.035 Epoch 17 Batch 75/269 - Train Accuracy: 0.929, Validation Accuracy: 0.940, Loss: 0.039 Epoch 17 Batch 76/269 - Train Accuracy: 0.929, Validation Accuracy: 0.939, Loss: 0.033 Epoch 17 Batch 77/269 - Train Accuracy: 0.949, Validation Accuracy: 0.936, Loss: 0.035 Epoch 17 Batch 78/269 - Train Accuracy: 0.941, Validation Accuracy: 0.931, Loss: 0.034 Epoch 17 Batch 79/269 - Train Accuracy: 0.923, Validation Accuracy: 0.929, Loss: 0.035 Epoch 17 Batch 80/269 - Train Accuracy: 0.939, Validation Accuracy: 0.935, Loss: 0.036 Epoch 17 Batch 81/269 - Train Accuracy: 0.934, Validation Accuracy: 0.934, Loss: 0.040 Epoch 17 Batch 82/269 - Train Accuracy: 0.953, Validation Accuracy: 0.934, Loss: 0.029 Epoch 17 Batch 83/269 - Train Accuracy: 0.932, Validation Accuracy: 0.934, Loss: 0.045 Epoch 17 Batch 84/269 - Train Accuracy: 0.941, Validation Accuracy: 0.935, Loss: 0.033 Epoch 17 Batch 85/269 - Train Accuracy: 0.940, Validation Accuracy: 0.935, Loss: 0.033 Epoch 17 Batch 86/269 - Train Accuracy: 0.939, Validation Accuracy: 0.935, Loss: 0.031 Epoch 17 Batch 87/269 - Train Accuracy: 0.939, Validation Accuracy: 0.933, Loss: 0.036 Epoch 17 Batch 88/269 - Train Accuracy: 0.929, Validation Accuracy: 0.933, Loss: 0.035 Epoch 17 Batch 89/269 - Train Accuracy: 0.941, Validation Accuracy: 0.932, Loss: 0.032 Epoch 17 Batch 90/269 - Train Accuracy: 0.935, Validation Accuracy: 0.934, Loss: 0.036 Epoch 17 Batch 91/269 - Train Accuracy: 0.942, Validation Accuracy: 0.935, Loss: 0.033 Epoch 17 Batch 92/269 - Train Accuracy: 0.939, Validation Accuracy: 0.939, Loss: 0.032 Epoch 17 Batch 93/269 - Train Accuracy: 0.947, Validation Accuracy: 0.940, Loss: 0.032 Epoch 17 Batch 94/269 - Train Accuracy: 0.940, Validation Accuracy: 0.939, Loss: 0.039 Epoch 17 Batch 95/269 - Train Accuracy: 0.941, Validation Accuracy: 0.941, Loss: 0.034 Epoch 17 Batch 96/269 - Train Accuracy: 0.926, Validation Accuracy: 0.936, Loss: 0.038 Epoch 17 Batch 97/269 - Train Accuracy: 0.948, Validation Accuracy: 0.941, Loss: 0.036 Epoch 17 Batch 98/269 - Train Accuracy: 0.941, Validation Accuracy: 0.943, Loss: 0.036 Epoch 17 Batch 99/269 - Train Accuracy: 0.939, Validation Accuracy: 0.943, Loss: 0.032 Epoch 17 Batch 100/269 - Train Accuracy: 0.946, Validation Accuracy: 0.943, Loss: 0.036 Epoch 17 Batch 101/269 - Train Accuracy: 0.924, Validation Accuracy: 0.941, Loss: 0.042 Epoch 17 Batch 102/269 - Train Accuracy: 0.935, Validation Accuracy: 0.941, Loss: 0.033 Epoch 17 Batch 103/269 - Train Accuracy: 0.948, Validation Accuracy: 0.941, Loss: 0.038 Epoch 17 Batch 104/269 - Train Accuracy: 0.941, Validation Accuracy: 0.938, Loss: 0.033 Epoch 17 Batch 105/269 - Train Accuracy: 0.940, Validation Accuracy: 0.943, Loss: 0.034 Epoch 17 Batch 106/269 - Train Accuracy: 0.944, Validation Accuracy: 0.942, Loss: 0.030 Epoch 17 Batch 107/269 - Train Accuracy: 0.938, Validation Accuracy: 0.943, Loss: 0.034 Epoch 17 Batch 108/269 - Train Accuracy: 0.951, Validation Accuracy: 0.940, Loss: 0.032 Epoch 17 Batch 109/269 - Train Accuracy: 0.927, Validation Accuracy: 0.939, Loss: 0.038 Epoch 17 Batch 110/269 - Train Accuracy: 0.938, Validation Accuracy: 0.934, Loss: 0.033 Epoch 17 Batch 111/269 - Train Accuracy: 0.934, Validation Accuracy: 0.935, Loss: 0.037 Epoch 17 Batch 112/269 - Train Accuracy: 0.938, Validation Accuracy: 0.941, Loss: 0.038 Epoch 17 Batch 113/269 - Train Accuracy: 0.934, Validation Accuracy: 0.944, Loss: 0.035 Epoch 17 Batch 114/269 - Train Accuracy: 0.944, Validation Accuracy: 0.936, Loss: 0.035 Epoch 17 Batch 115/269 - Train Accuracy: 0.936, Validation Accuracy: 0.944, Loss: 0.038 Epoch 17 Batch 116/269 - Train Accuracy: 0.951, Validation Accuracy: 0.940, Loss: 0.033 Epoch 17 Batch 117/269 - Train Accuracy: 0.936, Validation Accuracy: 0.940, Loss: 0.032 Epoch 17 Batch 118/269 - Train Accuracy: 0.938, Validation Accuracy: 0.943, Loss: 0.032 Epoch 17 Batch 119/269 - Train Accuracy: 0.937, Validation Accuracy: 0.942, Loss: 0.036 Epoch 17 Batch 120/269 - Train Accuracy: 0.936, Validation Accuracy: 0.936, Loss: 0.036 Epoch 17 Batch 121/269 - Train Accuracy: 0.942, Validation Accuracy: 0.934, Loss: 0.030 Epoch 17 Batch 122/269 - Train Accuracy: 0.938, Validation Accuracy: 0.936, Loss: 0.033 Epoch 17 Batch 123/269 - Train Accuracy: 0.936, Validation Accuracy: 0.934, Loss: 0.035 Epoch 17 Batch 124/269 - Train Accuracy: 0.942, Validation Accuracy: 0.933, Loss: 0.029 Epoch 17 Batch 125/269 - Train Accuracy: 0.947, Validation Accuracy: 0.933, Loss: 0.031 Epoch 17 Batch 126/269 - Train Accuracy: 0.931, Validation Accuracy: 0.940, Loss: 0.033 Epoch 17 Batch 127/269 - Train Accuracy: 0.935, Validation Accuracy: 0.937, Loss: 0.033 Epoch 17 Batch 128/269 - Train Accuracy: 0.942, Validation Accuracy: 0.942, Loss: 0.034 Epoch 17 Batch 129/269 - Train Accuracy: 0.929, Validation Accuracy: 0.940, Loss: 0.035 Epoch 17 Batch 130/269 - Train Accuracy: 0.939, Validation Accuracy: 0.937, Loss: 0.036 Epoch 17 Batch 131/269 - Train Accuracy: 0.930, Validation Accuracy: 0.934, Loss: 0.035 Epoch 17 Batch 132/269 - Train Accuracy: 0.919, Validation Accuracy: 0.938, Loss: 0.037 Epoch 17 Batch 133/269 - Train Accuracy: 0.945, Validation Accuracy: 0.938, Loss: 0.029 Epoch 17 Batch 134/269 - Train Accuracy: 0.938, Validation Accuracy: 0.937, Loss: 0.035 Epoch 17 Batch 135/269 - Train Accuracy: 0.944, Validation Accuracy: 0.938, Loss: 0.033 Epoch 17 Batch 136/269 - Train Accuracy: 0.929, Validation Accuracy: 0.937, Loss: 0.038 Epoch 17 Batch 137/269 - Train Accuracy: 0.922, Validation Accuracy: 0.934, Loss: 0.040 Epoch 17 Batch 138/269 - Train Accuracy: 0.936, Validation Accuracy: 0.935, Loss: 0.030 Epoch 17 Batch 139/269 - Train Accuracy: 0.953, Validation Accuracy: 0.939, Loss: 0.030 Epoch 17 Batch 140/269 - Train Accuracy: 0.943, Validation Accuracy: 0.940, Loss: 0.038 Epoch 17 Batch 141/269 - Train Accuracy: 0.939, Validation Accuracy: 0.941, Loss: 0.036 Epoch 17 Batch 142/269 - Train Accuracy: 0.935, Validation Accuracy: 0.940, Loss: 0.034 Epoch 17 Batch 143/269 - Train Accuracy: 0.948, Validation Accuracy: 0.941, Loss: 0.030 Epoch 17 Batch 144/269 - Train Accuracy: 0.956, Validation Accuracy: 0.943, Loss: 0.027 Epoch 17 Batch 145/269 - Train Accuracy: 0.943, Validation Accuracy: 0.942, Loss: 0.032 Epoch 17 Batch 146/269 - Train Accuracy: 0.933, Validation Accuracy: 0.940, Loss: 0.032 Epoch 17 Batch 147/269 - Train Accuracy: 0.941, Validation Accuracy: 0.945, Loss: 0.039 Epoch 17 Batch 148/269 - Train Accuracy: 0.936, Validation Accuracy: 0.944, Loss: 0.035 Epoch 17 Batch 149/269 - Train Accuracy: 0.932, Validation Accuracy: 0.939, Loss: 0.040 Epoch 17 Batch 150/269 - Train Accuracy: 0.938, Validation Accuracy: 0.938, Loss: 0.037 Epoch 17 Batch 151/269 - Train Accuracy: 0.944, Validation Accuracy: 0.937, Loss: 0.037 Epoch 17 Batch 152/269 - Train Accuracy: 0.934, Validation Accuracy: 0.938, Loss: 0.035 Epoch 17 Batch 153/269 - Train Accuracy: 0.952, Validation Accuracy: 0.941, Loss: 0.034 Epoch 17 Batch 154/269 - Train Accuracy: 0.947, Validation Accuracy: 0.944, Loss: 0.032 Epoch 17 Batch 155/269 - Train Accuracy: 0.935, Validation Accuracy: 0.944, Loss: 0.032 Epoch 17 Batch 156/269 - Train Accuracy: 0.939, Validation Accuracy: 0.945, Loss: 0.035 Epoch 17 Batch 157/269 - Train Accuracy: 0.939, Validation Accuracy: 0.942, Loss: 0.030 Epoch 17 Batch 158/269 - Train Accuracy: 0.934, Validation Accuracy: 0.939, Loss: 0.034 Epoch 17 Batch 159/269 - Train Accuracy: 0.937, Validation Accuracy: 0.940, Loss: 0.036 Epoch 17 Batch 160/269 - Train Accuracy: 0.939, Validation Accuracy: 0.942, Loss: 0.032 Epoch 17 Batch 161/269 - Train Accuracy: 0.944, Validation Accuracy: 0.939, Loss: 0.033 Epoch 17 Batch 162/269 - Train Accuracy: 0.944, Validation Accuracy: 0.940, Loss: 0.033 Epoch 17 Batch 163/269 - Train Accuracy: 0.942, Validation Accuracy: 0.942, Loss: 0.034 Epoch 17 Batch 164/269 - Train Accuracy: 0.955, Validation Accuracy: 0.945, Loss: 0.032 Epoch 17 Batch 165/269 - Train Accuracy: 0.935, Validation Accuracy: 0.944, Loss: 0.032 Epoch 17 Batch 166/269 - Train Accuracy: 0.941, Validation Accuracy: 0.942, Loss: 0.034 Epoch 17 Batch 167/269 - Train Accuracy: 0.941, Validation Accuracy: 0.942, Loss: 0.034 Epoch 17 Batch 168/269 - Train Accuracy: 0.943, Validation Accuracy: 0.940, Loss: 0.034 Epoch 17 Batch 169/269 - Train Accuracy: 0.934, Validation Accuracy: 0.941, Loss: 0.032 Epoch 17 Batch 170/269 - Train Accuracy: 0.940, Validation Accuracy: 0.945, Loss: 0.031 Epoch 17 Batch 171/269 - Train Accuracy: 0.946, Validation Accuracy: 0.947, Loss: 0.034 Epoch 17 Batch 172/269 - Train Accuracy: 0.940, Validation Accuracy: 0.945, Loss: 0.038 Epoch 17 Batch 173/269 - Train Accuracy: 0.939, Validation Accuracy: 0.943, Loss: 0.031 Epoch 17 Batch 174/269 - Train Accuracy: 0.944, Validation Accuracy: 0.944, Loss: 0.034 Epoch 17 Batch 175/269 - Train Accuracy: 0.931, Validation Accuracy: 0.943, Loss: 0.043 Epoch 17 Batch 176/269 - Train Accuracy: 0.938, Validation Accuracy: 0.940, Loss: 0.039 Epoch 17 Batch 177/269 - Train Accuracy: 0.946, Validation Accuracy: 0.942, Loss: 0.034 Epoch 17 Batch 178/269 - Train Accuracy: 0.943, Validation Accuracy: 0.944, Loss: 0.029 Epoch 17 Batch 179/269 - Train Accuracy: 0.935, Validation Accuracy: 0.945, Loss: 0.033 Epoch 17 Batch 180/269 - Train Accuracy: 0.950, Validation Accuracy: 0.943, Loss: 0.030 Epoch 17 Batch 181/269 - Train Accuracy: 0.940, Validation Accuracy: 0.940, Loss: 0.037 Epoch 17 Batch 182/269 - Train Accuracy: 0.943, Validation Accuracy: 0.939, Loss: 0.032 Epoch 17 Batch 183/269 - Train Accuracy: 0.949, Validation Accuracy: 0.940, Loss: 0.026 Epoch 17 Batch 184/269 - Train Accuracy: 0.939, Validation Accuracy: 0.943, Loss: 0.032 Epoch 17 Batch 185/269 - Train Accuracy: 0.957, Validation Accuracy: 0.945, Loss: 0.032 Epoch 17 Batch 186/269 - Train Accuracy: 0.938, Validation Accuracy: 0.948, Loss: 0.029 Epoch 17 Batch 187/269 - Train Accuracy: 0.938, Validation Accuracy: 0.945, Loss: 0.031 Epoch 17 Batch 188/269 - Train Accuracy: 0.947, Validation Accuracy: 0.945, Loss: 0.030 Epoch 17 Batch 189/269 - Train Accuracy: 0.953, Validation Accuracy: 0.943, Loss: 0.030 Epoch 17 Batch 190/269 - Train Accuracy: 0.946, Validation Accuracy: 0.941, Loss: 0.034 Epoch 17 Batch 191/269 - Train Accuracy: 0.936, Validation Accuracy: 0.940, Loss: 0.033 Epoch 17 Batch 192/269 - Train Accuracy: 0.943, Validation Accuracy: 0.940, Loss: 0.033 Epoch 17 Batch 193/269 - Train Accuracy: 0.939, Validation Accuracy: 0.940, Loss: 0.031 Epoch 17 Batch 194/269 - Train Accuracy: 0.941, Validation Accuracy: 0.940, Loss: 0.032 Epoch 17 Batch 195/269 - Train Accuracy: 0.931, Validation Accuracy: 0.944, Loss: 0.032 Epoch 17 Batch 196/269 - Train Accuracy: 0.943, Validation Accuracy: 0.945, Loss: 0.034 Epoch 17 Batch 197/269 - Train Accuracy: 0.939, Validation Accuracy: 0.945, Loss: 0.033 Epoch 17 Batch 198/269 - Train Accuracy: 0.939, Validation Accuracy: 0.947, Loss: 0.034 Epoch 17 Batch 199/269 - Train Accuracy: 0.943, Validation Accuracy: 0.944, Loss: 0.035 Epoch 17 Batch 200/269 - Train Accuracy: 0.955, Validation Accuracy: 0.945, Loss: 0.031 Epoch 17 Batch 201/269 - Train Accuracy: 0.946, Validation Accuracy: 0.942, Loss: 0.033 Epoch 17 Batch 202/269 - Train Accuracy: 0.936, Validation Accuracy: 0.938, Loss: 0.032 Epoch 17 Batch 203/269 - Train Accuracy: 0.946, Validation Accuracy: 0.939, Loss: 0.035 Epoch 17 Batch 204/269 - Train Accuracy: 0.944, Validation Accuracy: 0.947, Loss: 0.035 Epoch 17 Batch 205/269 - Train Accuracy: 0.951, Validation Accuracy: 0.943, Loss: 0.032 Epoch 17 Batch 206/269 - Train Accuracy: 0.933, Validation Accuracy: 0.942, Loss: 0.037 Epoch 17 Batch 207/269 - Train Accuracy: 0.937, Validation Accuracy: 0.941, Loss: 0.032 Epoch 17 Batch 208/269 - Train Accuracy: 0.945, Validation Accuracy: 0.940, Loss: 0.034 Epoch 17 Batch 209/269 - Train Accuracy: 0.949, Validation Accuracy: 0.940, Loss: 0.032 Epoch 17 Batch 210/269 - Train Accuracy: 0.943, Validation Accuracy: 0.940, Loss: 0.030 Epoch 17 Batch 211/269 - Train Accuracy: 0.950, Validation Accuracy: 0.944, Loss: 0.035 Epoch 17 Batch 212/269 - Train Accuracy: 0.940, Validation Accuracy: 0.939, Loss: 0.038 Epoch 17 Batch 213/269 - Train Accuracy: 0.949, Validation Accuracy: 0.938, Loss: 0.031 Epoch 17 Batch 214/269 - Train Accuracy: 0.940, Validation Accuracy: 0.943, Loss: 0.034 Epoch 17 Batch 215/269 - Train Accuracy: 0.935, Validation Accuracy: 0.946, Loss: 0.034 Epoch 17 Batch 216/269 - Train Accuracy: 0.925, Validation Accuracy: 0.943, Loss: 0.045 Epoch 17 Batch 217/269 - Train Accuracy: 0.931, Validation Accuracy: 0.939, Loss: 0.037 Epoch 17 Batch 218/269 - Train Accuracy: 0.946, Validation Accuracy: 0.940, Loss: 0.030 Epoch 17 Batch 219/269 - Train Accuracy: 0.947, Validation Accuracy: 0.938, Loss: 0.033 Epoch 17 Batch 220/269 - Train Accuracy: 0.933, Validation Accuracy: 0.938, Loss: 0.035 Epoch 17 Batch 221/269 - Train Accuracy: 0.937, Validation Accuracy: 0.940, Loss: 0.032 Epoch 17 Batch 222/269 - Train Accuracy: 0.954, Validation Accuracy: 0.939, Loss: 0.029 Epoch 17 Batch 223/269 - Train Accuracy: 0.935, Validation Accuracy: 0.939, Loss: 0.030 Epoch 17 Batch 224/269 - Train Accuracy: 0.941, Validation Accuracy: 0.940, Loss: 0.040 Epoch 17 Batch 225/269 - Train Accuracy: 0.934, Validation Accuracy: 0.939, Loss: 0.031 Epoch 17 Batch 226/269 - Train Accuracy: 0.951, Validation Accuracy: 0.939, Loss: 0.035 Epoch 17 Batch 227/269 - Train Accuracy: 0.943, Validation Accuracy: 0.939, Loss: 0.042 Epoch 17 Batch 228/269 - Train Accuracy: 0.947, Validation Accuracy: 0.939, Loss: 0.030 Epoch 17 Batch 229/269 - Train Accuracy: 0.945, Validation Accuracy: 0.940, Loss: 0.032 Epoch 17 Batch 230/269 - Train Accuracy: 0.956, Validation Accuracy: 0.942, Loss: 0.032 Epoch 17 Batch 231/269 - Train Accuracy: 0.938, Validation Accuracy: 0.942, Loss: 0.032 Epoch 17 Batch 232/269 - Train Accuracy: 0.939, Validation Accuracy: 0.943, Loss: 0.031 Epoch 17 Batch 233/269 - Train Accuracy: 0.948, Validation Accuracy: 0.942, Loss: 0.038 Epoch 17 Batch 234/269 - Train Accuracy: 0.942, Validation Accuracy: 0.943, Loss: 0.031 Epoch 17 Batch 235/269 - Train Accuracy: 0.964, Validation Accuracy: 0.941, Loss: 0.026 Epoch 17 Batch 236/269 - Train Accuracy: 0.947, Validation Accuracy: 0.938, Loss: 0.030 Epoch 17 Batch 237/269 - Train Accuracy: 0.955, Validation Accuracy: 0.938, Loss: 0.029 Epoch 17 Batch 238/269 - Train Accuracy: 0.950, Validation Accuracy: 0.940, Loss: 0.033 Epoch 17 Batch 239/269 - Train Accuracy: 0.945, Validation Accuracy: 0.941, Loss: 0.031 Epoch 17 Batch 240/269 - Train Accuracy: 0.950, Validation Accuracy: 0.941, Loss: 0.030 Epoch 17 Batch 241/269 - Train Accuracy: 0.932, Validation Accuracy: 0.942, Loss: 0.038 Epoch 17 Batch 242/269 - Train Accuracy: 0.948, Validation Accuracy: 0.944, Loss: 0.032 Epoch 17 Batch 243/269 - Train Accuracy: 0.950, Validation Accuracy: 0.942, Loss: 0.029 Epoch 17 Batch 244/269 - Train Accuracy: 0.932, Validation Accuracy: 0.944, Loss: 0.034 Epoch 17 Batch 245/269 - Train Accuracy: 0.929, Validation Accuracy: 0.942, Loss: 0.034 Epoch 17 Batch 246/269 - Train Accuracy: 0.935, Validation Accuracy: 0.945, Loss: 0.035 Epoch 17 Batch 247/269 - Train Accuracy: 0.943, Validation Accuracy: 0.946, Loss: 0.032 Epoch 17 Batch 248/269 - Train Accuracy: 0.954, Validation Accuracy: 0.948, Loss: 0.029 Epoch 17 Batch 249/269 - Train Accuracy: 0.939, Validation Accuracy: 0.940, Loss: 0.030 Epoch 17 Batch 250/269 - Train Accuracy: 0.944, Validation Accuracy: 0.942, Loss: 0.030 Epoch 17 Batch 251/269 - Train Accuracy: 0.954, Validation Accuracy: 0.943, Loss: 0.029 Epoch 17 Batch 252/269 - Train Accuracy: 0.953, Validation Accuracy: 0.944, Loss: 0.025 Epoch 17 Batch 253/269 - Train Accuracy: 0.930, Validation Accuracy: 0.944, Loss: 0.034 Epoch 17 Batch 254/269 - Train Accuracy: 0.943, Validation Accuracy: 0.943, Loss: 0.032 Epoch 17 Batch 255/269 - Train Accuracy: 0.945, Validation Accuracy: 0.945, Loss: 0.034 Epoch 17 Batch 256/269 - Train Accuracy: 0.933, Validation Accuracy: 0.944, Loss: 0.030 Epoch 17 Batch 257/269 - Train Accuracy: 0.937, Validation Accuracy: 0.943, Loss: 0.035 Epoch 17 Batch 258/269 - Train Accuracy: 0.942, Validation Accuracy: 0.941, Loss: 0.033 Epoch 17 Batch 259/269 - Train Accuracy: 0.950, Validation Accuracy: 0.943, Loss: 0.032 Epoch 17 Batch 260/269 - Train Accuracy: 0.943, Validation Accuracy: 0.945, Loss: 0.036 Epoch 17 Batch 261/269 - Train Accuracy: 0.947, Validation Accuracy: 0.945, Loss: 0.032 Epoch 17 Batch 262/269 - Train Accuracy: 0.938, Validation Accuracy: 0.942, Loss: 0.034 Epoch 17 Batch 263/269 - Train Accuracy: 0.940, Validation Accuracy: 0.944, Loss: 0.034 Epoch 17 Batch 264/269 - Train Accuracy: 0.925, Validation Accuracy: 0.940, Loss: 0.036 Epoch 17 Batch 265/269 - Train Accuracy: 0.934, Validation Accuracy: 0.944, Loss: 0.034 Epoch 17 Batch 266/269 - Train Accuracy: 0.941, Validation Accuracy: 0.938, Loss: 0.029 Epoch 17 Batch 267/269 - Train Accuracy: 0.951, Validation Accuracy: 0.940, Loss: 0.035 Epoch 18 Batch 0/269 - Train Accuracy: 0.946, Validation Accuracy: 0.943, Loss: 0.037 Epoch 18 Batch 1/269 - Train Accuracy: 0.948, Validation Accuracy: 0.945, Loss: 0.031 Epoch 18 Batch 2/269 - Train Accuracy: 0.938, Validation Accuracy: 0.938, Loss: 0.034 Epoch 18 Batch 3/269 - Train Accuracy: 0.955, Validation Accuracy: 0.941, Loss: 0.031 Epoch 18 Batch 4/269 - Train Accuracy: 0.932, Validation Accuracy: 0.938, Loss: 0.034 Epoch 18 Batch 5/269 - Train Accuracy: 0.943, Validation Accuracy: 0.944, Loss: 0.033 Epoch 18 Batch 6/269 - Train Accuracy: 0.948, Validation Accuracy: 0.944, Loss: 0.028 Epoch 18 Batch 7/269 - Train Accuracy: 0.939, Validation Accuracy: 0.938, Loss: 0.030 Epoch 18 Batch 8/269 - Train Accuracy: 0.942, Validation Accuracy: 0.938, Loss: 0.036 Epoch 18 Batch 9/269 - Train Accuracy: 0.940, Validation Accuracy: 0.938, Loss: 0.034 Epoch 18 Batch 10/269 - Train Accuracy: 0.935, Validation Accuracy: 0.944, Loss: 0.029 Epoch 18 Batch 11/269 - Train Accuracy: 0.947, Validation Accuracy: 0.944, Loss: 0.038 Epoch 18 Batch 12/269 - Train Accuracy: 0.930, Validation Accuracy: 0.940, Loss: 0.038 Epoch 18 Batch 13/269 - Train Accuracy: 0.941, Validation Accuracy: 0.939, Loss: 0.029 Epoch 18 Batch 14/269 - Train Accuracy: 0.940, Validation Accuracy: 0.942, Loss: 0.032 Epoch 18 Batch 15/269 - Train Accuracy: 0.946, Validation Accuracy: 0.943, Loss: 0.025 Epoch 18 Batch 16/269 - Train Accuracy: 0.936, Validation Accuracy: 0.942, Loss: 0.038 Epoch 18 Batch 17/269 - Train Accuracy: 0.940, Validation Accuracy: 0.943, Loss: 0.027 Epoch 18 Batch 18/269 - Train Accuracy: 0.937, Validation Accuracy: 0.941, Loss: 0.033 Epoch 18 Batch 19/269 - Train Accuracy: 0.955, Validation Accuracy: 0.941, Loss: 0.026 Epoch 18 Batch 20/269 - Train Accuracy: 0.947, Validation Accuracy: 0.944, Loss: 0.029 Epoch 18 Batch 21/269 - Train Accuracy: 0.929, Validation Accuracy: 0.943, Loss: 0.040 Epoch 18 Batch 22/269 - Train Accuracy: 0.951, Validation Accuracy: 0.937, Loss: 0.029 Epoch 18 Batch 23/269 - Train Accuracy: 0.940, Validation Accuracy: 0.938, Loss: 0.034 Epoch 18 Batch 24/269 - Train Accuracy: 0.944, Validation Accuracy: 0.947, Loss: 0.031 Epoch 18 Batch 25/269 - Train Accuracy: 0.942, Validation Accuracy: 0.942, Loss: 0.033 Epoch 18 Batch 26/269 - Train Accuracy: 0.938, Validation Accuracy: 0.936, Loss: 0.030 Epoch 18 Batch 27/269 - Train Accuracy: 0.935, Validation Accuracy: 0.945, Loss: 0.031 Epoch 18 Batch 28/269 - Train Accuracy: 0.929, Validation Accuracy: 0.942, Loss: 0.033 Epoch 18 Batch 29/269 - Train Accuracy: 0.943, Validation Accuracy: 0.939, Loss: 0.033 Epoch 18 Batch 30/269 - Train Accuracy: 0.944, Validation Accuracy: 0.939, Loss: 0.032 Epoch 18 Batch 31/269 - Train Accuracy: 0.947, Validation Accuracy: 0.939, Loss: 0.032 Epoch 18 Batch 32/269 - Train Accuracy: 0.950, Validation Accuracy: 0.936, Loss: 0.029 Epoch 18 Batch 33/269 - Train Accuracy: 0.942, Validation Accuracy: 0.937, Loss: 0.029 Epoch 18 Batch 34/269 - Train Accuracy: 0.944, Validation Accuracy: 0.940, Loss: 0.030 Epoch 18 Batch 35/269 - Train Accuracy: 0.941, Validation Accuracy: 0.943, Loss: 0.038 Epoch 18 Batch 36/269 - Train Accuracy: 0.940, Validation Accuracy: 0.945, Loss: 0.033 Epoch 18 Batch 37/269 - Train Accuracy: 0.940, Validation Accuracy: 0.946, Loss: 0.035 Epoch 18 Batch 38/269 - Train Accuracy: 0.940, Validation Accuracy: 0.946, Loss: 0.030 Epoch 18 Batch 39/269 - Train Accuracy: 0.946, Validation Accuracy: 0.941, Loss: 0.031 Epoch 18 Batch 40/269 - Train Accuracy: 0.935, Validation Accuracy: 0.943, Loss: 0.034 Epoch 18 Batch 41/269 - Train Accuracy: 0.929, Validation Accuracy: 0.940, Loss: 0.034 Epoch 18 Batch 42/269 - Train Accuracy: 0.955, Validation Accuracy: 0.943, Loss: 0.029 Epoch 18 Batch 43/269 - Train Accuracy: 0.948, Validation Accuracy: 0.945, Loss: 0.031 Epoch 18 Batch 44/269 - Train Accuracy: 0.944, Validation Accuracy: 0.946, Loss: 0.032 Epoch 18 Batch 45/269 - Train Accuracy: 0.945, Validation Accuracy: 0.948, Loss: 0.034 Epoch 18 Batch 46/269 - Train Accuracy: 0.947, Validation Accuracy: 0.949, Loss: 0.028 Epoch 18 Batch 47/269 - Train Accuracy: 0.946, Validation Accuracy: 0.951, Loss: 0.029 Epoch 18 Batch 48/269 - Train Accuracy: 0.953, Validation Accuracy: 0.948, Loss: 0.030 Epoch 18 Batch 49/269 - Train Accuracy: 0.940, Validation Accuracy: 0.949, Loss: 0.029 Epoch 18 Batch 50/269 - Train Accuracy: 0.931, Validation Accuracy: 0.948, Loss: 0.038 Epoch 18 Batch 51/269 - Train Accuracy: 0.946, Validation Accuracy: 0.943, Loss: 0.030 Epoch 18 Batch 52/269 - Train Accuracy: 0.938, Validation Accuracy: 0.939, Loss: 0.026 Epoch 18 Batch 53/269 - Train Accuracy: 0.930, Validation Accuracy: 0.943, Loss: 0.034 Epoch 18 Batch 54/269 - Train Accuracy: 0.951, Validation Accuracy: 0.940, Loss: 0.029 Epoch 18 Batch 55/269 - Train Accuracy: 0.944, Validation Accuracy: 0.943, Loss: 0.032 Epoch 18 Batch 56/269 - Train Accuracy: 0.941, Validation Accuracy: 0.939, Loss: 0.029 Epoch 18 Batch 57/269 - Train Accuracy: 0.944, Validation Accuracy: 0.945, Loss: 0.035 Epoch 18 Batch 58/269 - Train Accuracy: 0.951, Validation Accuracy: 0.943, Loss: 0.033 Epoch 18 Batch 59/269 - Train Accuracy: 0.960, Validation Accuracy: 0.945, Loss: 0.023 Epoch 18 Batch 60/269 - Train Accuracy: 0.947, Validation Accuracy: 0.949, Loss: 0.029 Epoch 18 Batch 61/269 - Train Accuracy: 0.942, Validation Accuracy: 0.947, Loss: 0.029 Epoch 18 Batch 62/269 - Train Accuracy: 0.941, Validation Accuracy: 0.948, Loss: 0.034 Epoch 18 Batch 63/269 - Train Accuracy: 0.939, Validation Accuracy: 0.949, Loss: 0.037 Epoch 18 Batch 64/269 - Train Accuracy: 0.944, Validation Accuracy: 0.949, Loss: 0.028 Epoch 18 Batch 65/269 - Train Accuracy: 0.943, Validation Accuracy: 0.947, Loss: 0.029 Epoch 18 Batch 66/269 - Train Accuracy: 0.931, Validation Accuracy: 0.945, Loss: 0.035 Epoch 18 Batch 67/269 - Train Accuracy: 0.939, Validation Accuracy: 0.943, Loss: 0.036 Epoch 18 Batch 68/269 - Train Accuracy: 0.941, Validation Accuracy: 0.941, Loss: 0.035 Epoch 18 Batch 69/269 - Train Accuracy: 0.918, Validation Accuracy: 0.939, Loss: 0.040 Epoch 18 Batch 70/269 - Train Accuracy: 0.952, Validation Accuracy: 0.939, Loss: 0.032 Epoch 18 Batch 71/269 - Train Accuracy: 0.952, Validation Accuracy: 0.943, Loss: 0.037 Epoch 18 Batch 72/269 - Train Accuracy: 0.935, Validation Accuracy: 0.943, Loss: 0.034 Epoch 18 Batch 73/269 - Train Accuracy: 0.929, Validation Accuracy: 0.940, Loss: 0.035 Epoch 18 Batch 74/269 - Train Accuracy: 0.952, Validation Accuracy: 0.940, Loss: 0.032 Epoch 18 Batch 75/269 - Train Accuracy: 0.936, Validation Accuracy: 0.941, Loss: 0.036 Epoch 18 Batch 76/269 - Train Accuracy: 0.938, Validation Accuracy: 0.938, Loss: 0.030 Epoch 18 Batch 77/269 - Train Accuracy: 0.948, Validation Accuracy: 0.942, Loss: 0.032 Epoch 18 Batch 78/269 - Train Accuracy: 0.945, Validation Accuracy: 0.933, Loss: 0.031 Epoch 18 Batch 79/269 - Train Accuracy: 0.925, Validation Accuracy: 0.932, Loss: 0.032 Epoch 18 Batch 80/269 - Train Accuracy: 0.948, Validation Accuracy: 0.937, Loss: 0.032 Epoch 18 Batch 81/269 - Train Accuracy: 0.936, Validation Accuracy: 0.936, Loss: 0.036 Epoch 18 Batch 82/269 - Train Accuracy: 0.956, Validation Accuracy: 0.932, Loss: 0.026 Epoch 18 Batch 83/269 - Train Accuracy: 0.935, Validation Accuracy: 0.935, Loss: 0.042 Epoch 18 Batch 84/269 - Train Accuracy: 0.943, Validation Accuracy: 0.935, Loss: 0.030 Epoch 18 Batch 85/269 - Train Accuracy: 0.939, Validation Accuracy: 0.936, Loss: 0.030 Epoch 18 Batch 86/269 - Train Accuracy: 0.949, Validation Accuracy: 0.939, Loss: 0.029 Epoch 18 Batch 87/269 - Train Accuracy: 0.942, Validation Accuracy: 0.935, Loss: 0.033 Epoch 18 Batch 88/269 - Train Accuracy: 0.930, Validation Accuracy: 0.934, Loss: 0.032 Epoch 18 Batch 89/269 - Train Accuracy: 0.946, Validation Accuracy: 0.936, Loss: 0.029 Epoch 18 Batch 90/269 - Train Accuracy: 0.938, Validation Accuracy: 0.940, Loss: 0.032 Epoch 18 Batch 91/269 - Train Accuracy: 0.941, Validation Accuracy: 0.936, Loss: 0.030 Epoch 18 Batch 92/269 - Train Accuracy: 0.940, Validation Accuracy: 0.941, Loss: 0.029 Epoch 18 Batch 93/269 - Train Accuracy: 0.947, Validation Accuracy: 0.944, Loss: 0.030 Epoch 18 Batch 94/269 - Train Accuracy: 0.940, Validation Accuracy: 0.944, Loss: 0.035 Epoch 18 Batch 95/269 - Train Accuracy: 0.936, Validation Accuracy: 0.939, Loss: 0.031 Epoch 18 Batch 96/269 - Train Accuracy: 0.933, Validation Accuracy: 0.940, Loss: 0.035 Epoch 18 Batch 97/269 - Train Accuracy: 0.948, Validation Accuracy: 0.945, Loss: 0.034 Epoch 18 Batch 98/269 - Train Accuracy: 0.944, Validation Accuracy: 0.942, Loss: 0.033 Epoch 18 Batch 99/269 - Train Accuracy: 0.943, Validation Accuracy: 0.945, Loss: 0.028 Epoch 18 Batch 100/269 - Train Accuracy: 0.945, Validation Accuracy: 0.945, Loss: 0.033 Epoch 18 Batch 101/269 - Train Accuracy: 0.931, Validation Accuracy: 0.945, Loss: 0.039 Epoch 18 Batch 102/269 - Train Accuracy: 0.939, Validation Accuracy: 0.944, Loss: 0.030 Epoch 18 Batch 103/269 - Train Accuracy: 0.950, Validation Accuracy: 0.943, Loss: 0.035 Epoch 18 Batch 104/269 - Train Accuracy: 0.947, Validation Accuracy: 0.938, Loss: 0.030 Epoch 18 Batch 105/269 - Train Accuracy: 0.941, Validation Accuracy: 0.943, Loss: 0.031 Epoch 18 Batch 106/269 - Train Accuracy: 0.949, Validation Accuracy: 0.946, Loss: 0.027 Epoch 18 Batch 107/269 - Train Accuracy: 0.947, Validation Accuracy: 0.944, Loss: 0.032 Epoch 18 Batch 108/269 - Train Accuracy: 0.951, Validation Accuracy: 0.945, Loss: 0.030 Epoch 18 Batch 109/269 - Train Accuracy: 0.929, Validation Accuracy: 0.941, Loss: 0.035 Epoch 18 Batch 110/269 - Train Accuracy: 0.941, Validation Accuracy: 0.936, Loss: 0.031 Epoch 18 Batch 111/269 - Train Accuracy: 0.938, Validation Accuracy: 0.934, Loss: 0.034 Epoch 18 Batch 112/269 - Train Accuracy: 0.944, Validation Accuracy: 0.941, Loss: 0.035 Epoch 18 Batch 113/269 - Train Accuracy: 0.934, Validation Accuracy: 0.943, Loss: 0.032 Epoch 18 Batch 114/269 - Train Accuracy: 0.946, Validation Accuracy: 0.942, Loss: 0.032 Epoch 18 Batch 115/269 - Train Accuracy: 0.933, Validation Accuracy: 0.945, Loss: 0.036 Epoch 18 Batch 116/269 - Train Accuracy: 0.951, Validation Accuracy: 0.940, Loss: 0.031 Epoch 18 Batch 117/269 - Train Accuracy: 0.930, Validation Accuracy: 0.944, Loss: 0.030 Epoch 18 Batch 118/269 - Train Accuracy: 0.940, Validation Accuracy: 0.946, Loss: 0.029 Epoch 18 Batch 119/269 - Train Accuracy: 0.935, Validation Accuracy: 0.943, Loss: 0.032 Epoch 18 Batch 120/269 - Train Accuracy: 0.939, Validation Accuracy: 0.939, Loss: 0.033 Epoch 18 Batch 121/269 - Train Accuracy: 0.948, Validation Accuracy: 0.938, Loss: 0.028 Epoch 18 Batch 122/269 - Train Accuracy: 0.944, Validation Accuracy: 0.937, Loss: 0.030 Epoch 18 Batch 123/269 - Train Accuracy: 0.940, Validation Accuracy: 0.931, Loss: 0.032 Epoch 18 Batch 124/269 - Train Accuracy: 0.948, Validation Accuracy: 0.937, Loss: 0.027 Epoch 18 Batch 125/269 - Train Accuracy: 0.951, Validation Accuracy: 0.938, Loss: 0.029 Epoch 18 Batch 126/269 - Train Accuracy: 0.933, Validation Accuracy: 0.940, Loss: 0.030 Epoch 18 Batch 127/269 - Train Accuracy: 0.938, Validation Accuracy: 0.938, Loss: 0.031 Epoch 18 Batch 128/269 - Train Accuracy: 0.948, Validation Accuracy: 0.944, Loss: 0.030 Epoch 18 Batch 129/269 - Train Accuracy: 0.929, Validation Accuracy: 0.939, Loss: 0.032 Epoch 18 Batch 130/269 - Train Accuracy: 0.942, Validation Accuracy: 0.939, Loss: 0.034 Epoch 18 Batch 131/269 - Train Accuracy: 0.938, Validation Accuracy: 0.943, Loss: 0.033 Epoch 18 Batch 132/269 - Train Accuracy: 0.922, Validation Accuracy: 0.936, Loss: 0.034 Epoch 18 Batch 133/269 - Train Accuracy: 0.943, Validation Accuracy: 0.938, Loss: 0.027 Epoch 18 Batch 134/269 - Train Accuracy: 0.940, Validation Accuracy: 0.939, Loss: 0.032 Epoch 18 Batch 135/269 - Train Accuracy: 0.946, Validation Accuracy: 0.940, Loss: 0.030 Epoch 18 Batch 136/269 - Train Accuracy: 0.930, Validation Accuracy: 0.934, Loss: 0.035 Epoch 18 Batch 137/269 - Train Accuracy: 0.929, Validation Accuracy: 0.936, Loss: 0.036 Epoch 18 Batch 138/269 - Train Accuracy: 0.942, Validation Accuracy: 0.939, Loss: 0.027 Epoch 18 Batch 139/269 - Train Accuracy: 0.951, Validation Accuracy: 0.939, Loss: 0.028 Epoch 18 Batch 140/269 - Train Accuracy: 0.941, Validation Accuracy: 0.947, Loss: 0.035 Epoch 18 Batch 141/269 - Train Accuracy: 0.945, Validation Accuracy: 0.942, Loss: 0.034 Epoch 18 Batch 142/269 - Train Accuracy: 0.936, Validation Accuracy: 0.946, Loss: 0.032 Epoch 18 Batch 143/269 - Train Accuracy: 0.951, Validation Accuracy: 0.944, Loss: 0.027 Epoch 18 Batch 144/269 - Train Accuracy: 0.955, Validation Accuracy: 0.944, Loss: 0.025 Epoch 18 Batch 145/269 - Train Accuracy: 0.944, Validation Accuracy: 0.941, Loss: 0.029 Epoch 18 Batch 146/269 - Train Accuracy: 0.935, Validation Accuracy: 0.942, Loss: 0.028 Epoch 18 Batch 147/269 - Train Accuracy: 0.944, Validation Accuracy: 0.944, Loss: 0.037 Epoch 18 Batch 148/269 - Train Accuracy: 0.942, Validation Accuracy: 0.944, Loss: 0.031 Epoch 18 Batch 149/269 - Train Accuracy: 0.937, Validation Accuracy: 0.941, Loss: 0.037 Epoch 18 Batch 150/269 - Train Accuracy: 0.942, Validation Accuracy: 0.937, Loss: 0.034 Epoch 18 Batch 151/269 - Train Accuracy: 0.947, Validation Accuracy: 0.940, Loss: 0.035 Epoch 18 Batch 152/269 - Train Accuracy: 0.941, Validation Accuracy: 0.942, Loss: 0.033 Epoch 18 Batch 153/269 - Train Accuracy: 0.958, Validation Accuracy: 0.945, Loss: 0.031 Epoch 18 Batch 154/269 - Train Accuracy: 0.948, Validation Accuracy: 0.945, Loss: 0.029 Epoch 18 Batch 155/269 - Train Accuracy: 0.938, Validation Accuracy: 0.945, Loss: 0.029 Epoch 18 Batch 156/269 - Train Accuracy: 0.944, Validation Accuracy: 0.940, Loss: 0.034 Epoch 18 Batch 157/269 - Train Accuracy: 0.945, Validation Accuracy: 0.941, Loss: 0.028 Epoch 18 Batch 158/269 - Train Accuracy: 0.937, Validation Accuracy: 0.942, Loss: 0.031 Epoch 18 Batch 159/269 - Train Accuracy: 0.939, Validation Accuracy: 0.944, Loss: 0.033 Epoch 18 Batch 160/269 - Train Accuracy: 0.944, Validation Accuracy: 0.947, Loss: 0.030 Epoch 18 Batch 161/269 - Train Accuracy: 0.948, Validation Accuracy: 0.942, Loss: 0.029 Epoch 18 Batch 162/269 - Train Accuracy: 0.944, Validation Accuracy: 0.941, Loss: 0.030 Epoch 18 Batch 163/269 - Train Accuracy: 0.946, Validation Accuracy: 0.945, Loss: 0.031 Epoch 18 Batch 164/269 - Train Accuracy: 0.962, Validation Accuracy: 0.945, Loss: 0.030 Epoch 18 Batch 165/269 - Train Accuracy: 0.940, Validation Accuracy: 0.945, Loss: 0.029 Epoch 18 Batch 166/269 - Train Accuracy: 0.947, Validation Accuracy: 0.944, Loss: 0.030 Epoch 18 Batch 167/269 - Train Accuracy: 0.947, Validation Accuracy: 0.946, Loss: 0.030 Epoch 18 Batch 168/269 - Train Accuracy: 0.944, Validation Accuracy: 0.941, Loss: 0.030 Epoch 18 Batch 169/269 - Train Accuracy: 0.936, Validation Accuracy: 0.941, Loss: 0.029 Epoch 18 Batch 170/269 - Train Accuracy: 0.943, Validation Accuracy: 0.947, Loss: 0.029 Epoch 18 Batch 171/269 - Train Accuracy: 0.953, Validation Accuracy: 0.947, Loss: 0.031 Epoch 18 Batch 172/269 - Train Accuracy: 0.942, Validation Accuracy: 0.949, Loss: 0.035 Epoch 18 Batch 173/269 - Train Accuracy: 0.943, Validation Accuracy: 0.948, Loss: 0.029 Epoch 18 Batch 174/269 - Train Accuracy: 0.950, Validation Accuracy: 0.947, Loss: 0.031 Epoch 18 Batch 175/269 - Train Accuracy: 0.933, Validation Accuracy: 0.943, Loss: 0.040 Epoch 18 Batch 176/269 - Train Accuracy: 0.940, Validation Accuracy: 0.943, Loss: 0.035 Epoch 18 Batch 177/269 - Train Accuracy: 0.946, Validation Accuracy: 0.942, Loss: 0.031 Epoch 18 Batch 178/269 - Train Accuracy: 0.948, Validation Accuracy: 0.945, Loss: 0.026 Epoch 18 Batch 179/269 - Train Accuracy: 0.938, Validation Accuracy: 0.947, Loss: 0.030 Epoch 18 Batch 180/269 - Train Accuracy: 0.951, Validation Accuracy: 0.943, Loss: 0.027 Epoch 18 Batch 181/269 - Train Accuracy: 0.940, Validation Accuracy: 0.941, Loss: 0.035 Epoch 18 Batch 182/269 - Train Accuracy: 0.949, Validation Accuracy: 0.943, Loss: 0.030 Epoch 18 Batch 183/269 - Train Accuracy: 0.951, Validation Accuracy: 0.945, Loss: 0.023 Epoch 18 Batch 184/269 - Train Accuracy: 0.941, Validation Accuracy: 0.945, Loss: 0.030 Epoch 18 Batch 185/269 - Train Accuracy: 0.957, Validation Accuracy: 0.950, Loss: 0.029 Epoch 18 Batch 186/269 - Train Accuracy: 0.941, Validation Accuracy: 0.948, Loss: 0.027 Epoch 18 Batch 187/269 - Train Accuracy: 0.947, Validation Accuracy: 0.952, Loss: 0.029 Epoch 18 Batch 188/269 - Train Accuracy: 0.951, Validation Accuracy: 0.942, Loss: 0.027 Epoch 18 Batch 189/269 - Train Accuracy: 0.956, Validation Accuracy: 0.943, Loss: 0.028 Epoch 18 Batch 190/269 - Train Accuracy: 0.949, Validation Accuracy: 0.940, Loss: 0.032 Epoch 18 Batch 191/269 - Train Accuracy: 0.938, Validation Accuracy: 0.941, Loss: 0.030 Epoch 18 Batch 192/269 - Train Accuracy: 0.949, Validation Accuracy: 0.942, Loss: 0.030 Epoch 18 Batch 193/269 - Train Accuracy: 0.940, Validation Accuracy: 0.945, Loss: 0.028 Epoch 18 Batch 194/269 - Train Accuracy: 0.941, Validation Accuracy: 0.943, Loss: 0.029 Epoch 18 Batch 195/269 - Train Accuracy: 0.938, Validation Accuracy: 0.946, Loss: 0.029 Epoch 18 Batch 196/269 - Train Accuracy: 0.944, Validation Accuracy: 0.942, Loss: 0.031 Epoch 18 Batch 197/269 - Train Accuracy: 0.943, Validation Accuracy: 0.947, Loss: 0.030 Epoch 18 Batch 198/269 - Train Accuracy: 0.941, Validation Accuracy: 0.948, Loss: 0.031 Epoch 18 Batch 199/269 - Train Accuracy: 0.941, Validation Accuracy: 0.945, Loss: 0.032 Epoch 18 Batch 200/269 - Train Accuracy: 0.957, Validation Accuracy: 0.942, Loss: 0.028 Epoch 18 Batch 201/269 - Train Accuracy: 0.949, Validation Accuracy: 0.944, Loss: 0.030 Epoch 18 Batch 202/269 - Train Accuracy: 0.945, Validation Accuracy: 0.936, Loss: 0.030 Epoch 18 Batch 203/269 - Train Accuracy: 0.946, Validation Accuracy: 0.939, Loss: 0.031 Epoch 18 Batch 204/269 - Train Accuracy: 0.945, Validation Accuracy: 0.944, Loss: 0.030 Epoch 18 Batch 205/269 - Train Accuracy: 0.947, Validation Accuracy: 0.946, Loss: 0.030 Epoch 18 Batch 206/269 - Train Accuracy: 0.935, Validation Accuracy: 0.946, Loss: 0.035 Epoch 18 Batch 207/269 - Train Accuracy: 0.935, Validation Accuracy: 0.946, Loss: 0.029 Epoch 18 Batch 208/269 - Train Accuracy: 0.948, Validation Accuracy: 0.942, Loss: 0.031 Epoch 18 Batch 209/269 - Train Accuracy: 0.947, Validation Accuracy: 0.940, Loss: 0.030 Epoch 18 Batch 210/269 - Train Accuracy: 0.948, Validation Accuracy: 0.945, Loss: 0.028 Epoch 18 Batch 211/269 - Train Accuracy: 0.947, Validation Accuracy: 0.944, Loss: 0.032 Epoch 18 Batch 212/269 - Train Accuracy: 0.946, Validation Accuracy: 0.943, Loss: 0.035 Epoch 18 Batch 213/269 - Train Accuracy: 0.947, Validation Accuracy: 0.945, Loss: 0.029 Epoch 18 Batch 214/269 - Train Accuracy: 0.937, Validation Accuracy: 0.941, Loss: 0.030 Epoch 18 Batch 215/269 - Train Accuracy: 0.938, Validation Accuracy: 0.941, Loss: 0.032 Epoch 18 Batch 216/269 - Train Accuracy: 0.933, Validation Accuracy: 0.940, Loss: 0.043 Epoch 18 Batch 217/269 - Train Accuracy: 0.935, Validation Accuracy: 0.942, Loss: 0.033 Epoch 18 Batch 218/269 - Train Accuracy: 0.947, Validation Accuracy: 0.937, Loss: 0.027 Epoch 18 Batch 219/269 - Train Accuracy: 0.948, Validation Accuracy: 0.942, Loss: 0.030 Epoch 18 Batch 220/269 - Train Accuracy: 0.934, Validation Accuracy: 0.940, Loss: 0.033 Epoch 18 Batch 221/269 - Train Accuracy: 0.943, Validation Accuracy: 0.940, Loss: 0.029 Epoch 18 Batch 222/269 - Train Accuracy: 0.956, Validation Accuracy: 0.937, Loss: 0.026 Epoch 18 Batch 223/269 - Train Accuracy: 0.940, Validation Accuracy: 0.937, Loss: 0.027 Epoch 18 Batch 224/269 - Train Accuracy: 0.938, Validation Accuracy: 0.941, Loss: 0.037 Epoch 18 Batch 225/269 - Train Accuracy: 0.939, Validation Accuracy: 0.941, Loss: 0.028 Epoch 18 Batch 226/269 - Train Accuracy: 0.956, Validation Accuracy: 0.939, Loss: 0.032 Epoch 18 Batch 227/269 - Train Accuracy: 0.947, Validation Accuracy: 0.941, Loss: 0.040 Epoch 18 Batch 228/269 - Train Accuracy: 0.953, Validation Accuracy: 0.943, Loss: 0.027 Epoch 18 Batch 229/269 - Train Accuracy: 0.948, Validation Accuracy: 0.945, Loss: 0.029 Epoch 18 Batch 230/269 - Train Accuracy: 0.955, Validation Accuracy: 0.942, Loss: 0.029 Epoch 18 Batch 231/269 - Train Accuracy: 0.939, Validation Accuracy: 0.944, Loss: 0.029 Epoch 18 Batch 232/269 - Train Accuracy: 0.945, Validation Accuracy: 0.948, Loss: 0.029 Epoch 18 Batch 233/269 - Train Accuracy: 0.953, Validation Accuracy: 0.945, Loss: 0.035 Epoch 18 Batch 234/269 - Train Accuracy: 0.946, Validation Accuracy: 0.943, Loss: 0.028 Epoch 18 Batch 235/269 - Train Accuracy: 0.968, Validation Accuracy: 0.942, Loss: 0.023 Epoch 18 Batch 236/269 - Train Accuracy: 0.946, Validation Accuracy: 0.944, Loss: 0.028 Epoch 18 Batch 237/269 - Train Accuracy: 0.953, Validation Accuracy: 0.940, Loss: 0.027 Epoch 18 Batch 238/269 - Train Accuracy: 0.953, Validation Accuracy: 0.944, Loss: 0.029 Epoch 18 Batch 239/269 - Train Accuracy: 0.950, Validation Accuracy: 0.940, Loss: 0.028 Epoch 18 Batch 240/269 - Train Accuracy: 0.948, Validation Accuracy: 0.942, Loss: 0.027 Epoch 18 Batch 241/269 - Train Accuracy: 0.936, Validation Accuracy: 0.945, Loss: 0.035 Epoch 18 Batch 242/269 - Train Accuracy: 0.951, Validation Accuracy: 0.946, Loss: 0.030 Epoch 18 Batch 243/269 - Train Accuracy: 0.951, Validation Accuracy: 0.943, Loss: 0.026 Epoch 18 Batch 244/269 - Train Accuracy: 0.940, Validation Accuracy: 0.943, Loss: 0.031 Epoch 18 Batch 245/269 - Train Accuracy: 0.938, Validation Accuracy: 0.947, Loss: 0.031 Epoch 18 Batch 246/269 - Train Accuracy: 0.939, Validation Accuracy: 0.943, Loss: 0.032 Epoch 18 Batch 247/269 - Train Accuracy: 0.941, Validation Accuracy: 0.945, Loss: 0.030 Epoch 18 Batch 248/269 - Train Accuracy: 0.954, Validation Accuracy: 0.949, Loss: 0.026 Epoch 18 Batch 249/269 - Train Accuracy: 0.942, Validation Accuracy: 0.943, Loss: 0.027 Epoch 18 Batch 250/269 - Train Accuracy: 0.951, Validation Accuracy: 0.945, Loss: 0.028 Epoch 18 Batch 251/269 - Train Accuracy: 0.951, Validation Accuracy: 0.947, Loss: 0.026 Epoch 18 Batch 252/269 - Train Accuracy: 0.954, Validation Accuracy: 0.946, Loss: 0.022 Epoch 18 Batch 253/269 - Train Accuracy: 0.935, Validation Accuracy: 0.945, Loss: 0.031 Epoch 18 Batch 254/269 - Train Accuracy: 0.942, Validation Accuracy: 0.947, Loss: 0.029 Epoch 18 Batch 255/269 - Train Accuracy: 0.948, Validation Accuracy: 0.946, Loss: 0.030 Epoch 18 Batch 256/269 - Train Accuracy: 0.933, Validation Accuracy: 0.944, Loss: 0.028 Epoch 18 Batch 257/269 - Train Accuracy: 0.939, Validation Accuracy: 0.944, Loss: 0.032 Epoch 18 Batch 258/269 - Train Accuracy: 0.946, Validation Accuracy: 0.944, Loss: 0.030 Epoch 18 Batch 259/269 - Train Accuracy: 0.953, Validation Accuracy: 0.944, Loss: 0.029 Epoch 18 Batch 260/269 - Train Accuracy: 0.945, Validation Accuracy: 0.945, Loss: 0.033 Epoch 18 Batch 261/269 - Train Accuracy: 0.945, Validation Accuracy: 0.942, Loss: 0.029 Epoch 18 Batch 262/269 - Train Accuracy: 0.946, Validation Accuracy: 0.947, Loss: 0.031 Epoch 18 Batch 263/269 - Train Accuracy: 0.945, Validation Accuracy: 0.945, Loss: 0.030 Epoch 18 Batch 264/269 - Train Accuracy: 0.928, Validation Accuracy: 0.948, Loss: 0.032 Epoch 18 Batch 265/269 - Train Accuracy: 0.935, Validation Accuracy: 0.952, Loss: 0.031 Epoch 18 Batch 266/269 - Train Accuracy: 0.945, Validation Accuracy: 0.945, Loss: 0.026 Epoch 18 Batch 267/269 - Train Accuracy: 0.958, Validation Accuracy: 0.944, Loss: 0.032 Epoch 19 Batch 0/269 - Train Accuracy: 0.955, Validation Accuracy: 0.946, Loss: 0.033 Epoch 19 Batch 1/269 - Train Accuracy: 0.950, Validation Accuracy: 0.947, Loss: 0.027 Epoch 19 Batch 2/269 - Train Accuracy: 0.941, Validation Accuracy: 0.942, Loss: 0.031 Epoch 19 Batch 3/269 - Train Accuracy: 0.952, Validation Accuracy: 0.946, Loss: 0.028 Epoch 19 Batch 4/269 - Train Accuracy: 0.938, Validation Accuracy: 0.940, Loss: 0.031 Epoch 19 Batch 5/269 - Train Accuracy: 0.949, Validation Accuracy: 0.947, Loss: 0.030 Epoch 19 Batch 6/269 - Train Accuracy: 0.949, Validation Accuracy: 0.942, Loss: 0.026 Epoch 19 Batch 7/269 - Train Accuracy: 0.941, Validation Accuracy: 0.940, Loss: 0.028 Epoch 19 Batch 8/269 - Train Accuracy: 0.948, Validation Accuracy: 0.938, Loss: 0.034 Epoch 19 Batch 9/269 - Train Accuracy: 0.943, Validation Accuracy: 0.945, Loss: 0.032 Epoch 19 Batch 10/269 - Train Accuracy: 0.941, Validation Accuracy: 0.941, Loss: 0.026 Epoch 19 Batch 11/269 - Train Accuracy: 0.950, Validation Accuracy: 0.946, Loss: 0.035 Epoch 19 Batch 12/269 - Train Accuracy: 0.932, Validation Accuracy: 0.942, Loss: 0.035 Epoch 19 Batch 13/269 - Train Accuracy: 0.944, Validation Accuracy: 0.946, Loss: 0.026 Epoch 19 Batch 14/269 - Train Accuracy: 0.940, Validation Accuracy: 0.945, Loss: 0.029 Epoch 19 Batch 15/269 - Train Accuracy: 0.953, Validation Accuracy: 0.946, Loss: 0.023 Epoch 19 Batch 16/269 - Train Accuracy: 0.939, Validation Accuracy: 0.944, Loss: 0.035 Epoch 19 Batch 17/269 - Train Accuracy: 0.946, Validation Accuracy: 0.948, Loss: 0.024 Epoch 19 Batch 18/269 - Train Accuracy: 0.944, Validation Accuracy: 0.948, Loss: 0.030 Epoch 19 Batch 19/269 - Train Accuracy: 0.956, Validation Accuracy: 0.948, Loss: 0.023 Epoch 19 Batch 20/269 - Train Accuracy: 0.949, Validation Accuracy: 0.948, Loss: 0.027 Epoch 19 Batch 21/269 - Train Accuracy: 0.931, Validation Accuracy: 0.949, Loss: 0.036 Epoch 19 Batch 22/269 - Train Accuracy: 0.951, Validation Accuracy: 0.947, Loss: 0.027 Epoch 19 Batch 23/269 - Train Accuracy: 0.942, Validation Accuracy: 0.949, Loss: 0.030 Epoch 19 Batch 24/269 - Train Accuracy: 0.952, Validation Accuracy: 0.950, Loss: 0.027 Epoch 19 Batch 25/269 - Train Accuracy: 0.945, Validation Accuracy: 0.943, Loss: 0.031 Epoch 19 Batch 26/269 - Train Accuracy: 0.944, Validation Accuracy: 0.949, Loss: 0.027 Epoch 19 Batch 27/269 - Train Accuracy: 0.942, Validation Accuracy: 0.948, Loss: 0.027 Epoch 19 Batch 28/269 - Train Accuracy: 0.929, Validation Accuracy: 0.944, Loss: 0.031 Epoch 19 Batch 29/269 - Train Accuracy: 0.950, Validation Accuracy: 0.941, Loss: 0.030 Epoch 19 Batch 30/269 - Train Accuracy: 0.951, Validation Accuracy: 0.942, Loss: 0.029 Epoch 19 Batch 31/269 - Train Accuracy: 0.953, Validation Accuracy: 0.943, Loss: 0.029 Epoch 19 Batch 32/269 - Train Accuracy: 0.955, Validation Accuracy: 0.940, Loss: 0.027 Epoch 19 Batch 33/269 - Train Accuracy: 0.947, Validation Accuracy: 0.943, Loss: 0.025 Epoch 19 Batch 34/269 - Train Accuracy: 0.951, Validation Accuracy: 0.942, Loss: 0.026 Epoch 19 Batch 35/269 - Train Accuracy: 0.946, Validation Accuracy: 0.943, Loss: 0.035 Epoch 19 Batch 36/269 - Train Accuracy: 0.947, Validation Accuracy: 0.948, Loss: 0.030 Epoch 19 Batch 37/269 - Train Accuracy: 0.940, Validation Accuracy: 0.948, Loss: 0.032 Epoch 19 Batch 38/269 - Train Accuracy: 0.938, Validation Accuracy: 0.950, Loss: 0.028 Epoch 19 Batch 39/269 - Train Accuracy: 0.951, Validation Accuracy: 0.950, Loss: 0.028 Epoch 19 Batch 40/269 - Train Accuracy: 0.939, Validation Accuracy: 0.949, Loss: 0.032 Epoch 19 Batch 41/269 - Train Accuracy: 0.932, Validation Accuracy: 0.949, Loss: 0.031 Epoch 19 Batch 42/269 - Train Accuracy: 0.956, Validation Accuracy: 0.945, Loss: 0.026 Epoch 19 Batch 43/269 - Train Accuracy: 0.943, Validation Accuracy: 0.945, Loss: 0.028 Epoch 19 Batch 44/269 - Train Accuracy: 0.950, Validation Accuracy: 0.947, Loss: 0.029 Epoch 19 Batch 45/269 - Train Accuracy: 0.944, Validation Accuracy: 0.948, Loss: 0.032 Epoch 19 Batch 46/269 - Train Accuracy: 0.949, Validation Accuracy: 0.951, Loss: 0.025 Epoch 19 Batch 47/269 - Train Accuracy: 0.946, Validation Accuracy: 0.951, Loss: 0.026 Epoch 19 Batch 48/269 - Train Accuracy: 0.953, Validation Accuracy: 0.949, Loss: 0.029 Epoch 19 Batch 49/269 - Train Accuracy: 0.953, Validation Accuracy: 0.950, Loss: 0.026 Epoch 19 Batch 50/269 - Train Accuracy: 0.932, Validation Accuracy: 0.949, Loss: 0.035 Epoch 19 Batch 51/269 - Train Accuracy: 0.951, Validation Accuracy: 0.943, Loss: 0.027 Epoch 19 Batch 52/269 - Train Accuracy: 0.942, Validation Accuracy: 0.945, Loss: 0.023 Epoch 19 Batch 53/269 - Train Accuracy: 0.936, Validation Accuracy: 0.943, Loss: 0.031 Epoch 19 Batch 54/269 - Train Accuracy: 0.953, Validation Accuracy: 0.944, Loss: 0.026 Epoch 19 Batch 55/269 - Train Accuracy: 0.944, Validation Accuracy: 0.943, Loss: 0.030 Epoch 19 Batch 56/269 - Train Accuracy: 0.952, Validation Accuracy: 0.940, Loss: 0.027 Epoch 19 Batch 57/269 - Train Accuracy: 0.944, Validation Accuracy: 0.942, Loss: 0.032 Epoch 19 Batch 58/269 - Train Accuracy: 0.953, Validation Accuracy: 0.948, Loss: 0.031 Epoch 19 Batch 59/269 - Train Accuracy: 0.959, Validation Accuracy: 0.949, Loss: 0.021 Epoch 19 Batch 60/269 - Train Accuracy: 0.947, Validation Accuracy: 0.949, Loss: 0.027 Epoch 19 Batch 61/269 - Train Accuracy: 0.944, Validation Accuracy: 0.949, Loss: 0.028 Epoch 19 Batch 62/269 - Train Accuracy: 0.940, Validation Accuracy: 0.950, Loss: 0.031 Epoch 19 Batch 63/269 - Train Accuracy: 0.938, Validation Accuracy: 0.948, Loss: 0.034 Epoch 19 Batch 64/269 - Train Accuracy: 0.945, Validation Accuracy: 0.949, Loss: 0.026 Epoch 19 Batch 65/269 - Train Accuracy: 0.946, Validation Accuracy: 0.951, Loss: 0.027 Epoch 19 Batch 66/269 - Train Accuracy: 0.933, Validation Accuracy: 0.947, Loss: 0.032 Epoch 19 Batch 67/269 - Train Accuracy: 0.943, Validation Accuracy: 0.944, Loss: 0.033 Epoch 19 Batch 68/269 - Train Accuracy: 0.944, Validation Accuracy: 0.944, Loss: 0.032 Epoch 19 Batch 69/269 - Train Accuracy: 0.927, Validation Accuracy: 0.947, Loss: 0.037 Epoch 19 Batch 70/269 - Train Accuracy: 0.952, Validation Accuracy: 0.947, Loss: 0.030 Epoch 19 Batch 71/269 - Train Accuracy: 0.951, Validation Accuracy: 0.947, Loss: 0.034 Epoch 19 Batch 72/269 - Train Accuracy: 0.935, Validation Accuracy: 0.946, Loss: 0.031 Epoch 19 Batch 73/269 - Train Accuracy: 0.932, Validation Accuracy: 0.945, Loss: 0.034 Epoch 19 Batch 74/269 - Train Accuracy: 0.953, Validation Accuracy: 0.941, Loss: 0.029 Epoch 19 Batch 75/269 - Train Accuracy: 0.939, Validation Accuracy: 0.941, Loss: 0.033 Epoch 19 Batch 76/269 - Train Accuracy: 0.941, Validation Accuracy: 0.941, Loss: 0.028 Epoch 19 Batch 77/269 - Train Accuracy: 0.952, Validation Accuracy: 0.946, Loss: 0.029 Epoch 19 Batch 78/269 - Train Accuracy: 0.954, Validation Accuracy: 0.941, Loss: 0.028 Epoch 19 Batch 79/269 - Train Accuracy: 0.932, Validation Accuracy: 0.940, Loss: 0.030 Epoch 19 Batch 80/269 - Train Accuracy: 0.949, Validation Accuracy: 0.945, Loss: 0.029 Epoch 19 Batch 81/269 - Train Accuracy: 0.938, Validation Accuracy: 0.939, Loss: 0.033 Epoch 19 Batch 82/269 - Train Accuracy: 0.955, Validation Accuracy: 0.936, Loss: 0.023 Epoch 19 Batch 83/269 - Train Accuracy: 0.939, Validation Accuracy: 0.937, Loss: 0.039 Epoch 19 Batch 84/269 - Train Accuracy: 0.944, Validation Accuracy: 0.939, Loss: 0.027 Epoch 19 Batch 85/269 - Train Accuracy: 0.939, Validation Accuracy: 0.939, Loss: 0.029 Epoch 19 Batch 86/269 - Train Accuracy: 0.952, Validation Accuracy: 0.937, Loss: 0.025 Epoch 19 Batch 87/269 - Train Accuracy: 0.944, Validation Accuracy: 0.933, Loss: 0.029 Epoch 19 Batch 88/269 - Train Accuracy: 0.933, Validation Accuracy: 0.933, Loss: 0.030 Epoch 19 Batch 89/269 - Train Accuracy: 0.956, Validation Accuracy: 0.946, Loss: 0.026 Epoch 19 Batch 90/269 - Train Accuracy: 0.938, Validation Accuracy: 0.944, Loss: 0.030 Epoch 19 Batch 91/269 - Train Accuracy: 0.948, Validation Accuracy: 0.942, Loss: 0.028 Epoch 19 Batch 92/269 - Train Accuracy: 0.952, Validation Accuracy: 0.946, Loss: 0.027 Epoch 19 Batch 93/269 - Train Accuracy: 0.952, Validation Accuracy: 0.944, Loss: 0.027 Epoch 19 Batch 94/269 - Train Accuracy: 0.943, Validation Accuracy: 0.943, Loss: 0.033 Epoch 19 Batch 95/269 - Train Accuracy: 0.943, Validation Accuracy: 0.944, Loss: 0.029 Epoch 19 Batch 96/269 - Train Accuracy: 0.936, Validation Accuracy: 0.951, Loss: 0.032 Epoch 19 Batch 97/269 - Train Accuracy: 0.949, Validation Accuracy: 0.949, Loss: 0.030 Epoch 19 Batch 98/269 - Train Accuracy: 0.946, Validation Accuracy: 0.943, Loss: 0.031 Epoch 19 Batch 99/269 - Train Accuracy: 0.944, Validation Accuracy: 0.949, Loss: 0.027 Epoch 19 Batch 100/269 - Train Accuracy: 0.946, Validation Accuracy: 0.948, Loss: 0.030 Epoch 19 Batch 101/269 - Train Accuracy: 0.936, Validation Accuracy: 0.951, Loss: 0.036 Epoch 19 Batch 102/269 - Train Accuracy: 0.946, Validation Accuracy: 0.948, Loss: 0.028 Epoch 19 Batch 103/269 - Train Accuracy: 0.948, Validation Accuracy: 0.951, Loss: 0.032 Epoch 19 Batch 104/269 - Train Accuracy: 0.950, Validation Accuracy: 0.953, Loss: 0.029 Epoch 19 Batch 105/269 - Train Accuracy: 0.945, Validation Accuracy: 0.947, Loss: 0.029 Epoch 19 Batch 106/269 - Train Accuracy: 0.948, Validation Accuracy: 0.944, Loss: 0.026 Epoch 19 Batch 107/269 - Train Accuracy: 0.951, Validation Accuracy: 0.952, Loss: 0.029 Epoch 19 Batch 108/269 - Train Accuracy: 0.952, Validation Accuracy: 0.950, Loss: 0.027 Epoch 19 Batch 109/269 - Train Accuracy: 0.930, Validation Accuracy: 0.941, Loss: 0.032 Epoch 19 Batch 110/269 - Train Accuracy: 0.941, Validation Accuracy: 0.934, Loss: 0.028 Epoch 19 Batch 111/269 - Train Accuracy: 0.939, Validation Accuracy: 0.940, Loss: 0.032 Epoch 19 Batch 112/269 - Train Accuracy: 0.945, Validation Accuracy: 0.943, Loss: 0.033 Epoch 19 Batch 113/269 - Train Accuracy: 0.938, Validation Accuracy: 0.946, Loss: 0.030 Epoch 19 Batch 114/269 - Train Accuracy: 0.949, Validation Accuracy: 0.944, Loss: 0.029 Epoch 19 Batch 115/269 - Train Accuracy: 0.935, Validation Accuracy: 0.950, Loss: 0.033 Epoch 19 Batch 116/269 - Train Accuracy: 0.956, Validation Accuracy: 0.941, Loss: 0.029 Epoch 19 Batch 117/269 - Train Accuracy: 0.935, Validation Accuracy: 0.941, Loss: 0.027 Epoch 19 Batch 118/269 - Train Accuracy: 0.941, Validation Accuracy: 0.946, Loss: 0.027 Epoch 19 Batch 119/269 - Train Accuracy: 0.937, Validation Accuracy: 0.941, Loss: 0.030 Epoch 19 Batch 120/269 - Train Accuracy: 0.947, Validation Accuracy: 0.939, Loss: 0.030 Epoch 19 Batch 121/269 - Train Accuracy: 0.952, Validation Accuracy: 0.940, Loss: 0.026 Epoch 19 Batch 122/269 - Train Accuracy: 0.943, Validation Accuracy: 0.938, Loss: 0.027 Epoch 19 Batch 123/269 - Train Accuracy: 0.943, Validation Accuracy: 0.937, Loss: 0.030 Epoch 19 Batch 124/269 - Train Accuracy: 0.950, Validation Accuracy: 0.937, Loss: 0.026 Epoch 19 Batch 125/269 - Train Accuracy: 0.954, Validation Accuracy: 0.941, Loss: 0.026 Epoch 19 Batch 126/269 - Train Accuracy: 0.934, Validation Accuracy: 0.943, Loss: 0.028 Epoch 19 Batch 127/269 - Train Accuracy: 0.942, Validation Accuracy: 0.940, Loss: 0.028 Epoch 19 Batch 128/269 - Train Accuracy: 0.952, Validation Accuracy: 0.942, Loss: 0.028 Epoch 19 Batch 129/269 - Train Accuracy: 0.931, Validation Accuracy: 0.939, Loss: 0.030 Epoch 19 Batch 130/269 - Train Accuracy: 0.948, Validation Accuracy: 0.940, Loss: 0.031 Epoch 19 Batch 131/269 - Train Accuracy: 0.945, Validation Accuracy: 0.944, Loss: 0.030 Epoch 19 Batch 132/269 - Train Accuracy: 0.927, Validation Accuracy: 0.940, Loss: 0.031 Epoch 19 Batch 133/269 - Train Accuracy: 0.946, Validation Accuracy: 0.945, Loss: 0.026 Epoch 19 Batch 134/269 - Train Accuracy: 0.947, Validation Accuracy: 0.943, Loss: 0.030 Epoch 19 Batch 135/269 - Train Accuracy: 0.946, Validation Accuracy: 0.940, Loss: 0.028 Epoch 19 Batch 136/269 - Train Accuracy: 0.933, Validation Accuracy: 0.937, Loss: 0.032 Epoch 19 Batch 137/269 - Train Accuracy: 0.937, Validation Accuracy: 0.938, Loss: 0.034 Epoch 19 Batch 138/269 - Train Accuracy: 0.946, Validation Accuracy: 0.944, Loss: 0.024 Epoch 19 Batch 139/269 - Train Accuracy: 0.948, Validation Accuracy: 0.945, Loss: 0.026 Epoch 19 Batch 140/269 - Train Accuracy: 0.949, Validation Accuracy: 0.946, Loss: 0.032 Epoch 19 Batch 141/269 - Train Accuracy: 0.949, Validation Accuracy: 0.944, Loss: 0.030 Epoch 19 Batch 142/269 - Train Accuracy: 0.940, Validation Accuracy: 0.946, Loss: 0.029 Epoch 19 Batch 143/269 - Train Accuracy: 0.950, Validation Accuracy: 0.948, Loss: 0.025 Epoch 19 Batch 144/269 - Train Accuracy: 0.956, Validation Accuracy: 0.948, Loss: 0.023 Epoch 19 Batch 145/269 - Train Accuracy: 0.947, Validation Accuracy: 0.947, Loss: 0.026 Epoch 19 Batch 146/269 - Train Accuracy: 0.936, Validation Accuracy: 0.945, Loss: 0.027 Epoch 19 Batch 147/269 - Train Accuracy: 0.944, Validation Accuracy: 0.945, Loss: 0.034 Epoch 19 Batch 148/269 - Train Accuracy: 0.948, Validation Accuracy: 0.945, Loss: 0.028 Epoch 19 Batch 149/269 - Train Accuracy: 0.939, Validation Accuracy: 0.941, Loss: 0.034 Epoch 19 Batch 150/269 - Train Accuracy: 0.948, Validation Accuracy: 0.940, Loss: 0.031 Epoch 19 Batch 151/269 - Train Accuracy: 0.947, Validation Accuracy: 0.946, Loss: 0.032 Epoch 19 Batch 152/269 - Train Accuracy: 0.938, Validation Accuracy: 0.944, Loss: 0.030 Epoch 19 Batch 153/269 - Train Accuracy: 0.958, Validation Accuracy: 0.949, Loss: 0.027 Epoch 19 Batch 154/269 - Train Accuracy: 0.952, Validation Accuracy: 0.948, Loss: 0.026 Epoch 19 Batch 155/269 - Train Accuracy: 0.945, Validation Accuracy: 0.949, Loss: 0.027 Epoch 19 Batch 156/269 - Train Accuracy: 0.945, Validation Accuracy: 0.943, Loss: 0.031 Epoch 19 Batch 157/269 - Train Accuracy: 0.944, Validation Accuracy: 0.945, Loss: 0.025 Epoch 19 Batch 158/269 - Train Accuracy: 0.937, Validation Accuracy: 0.951, Loss: 0.029 Epoch 19 Batch 159/269 - Train Accuracy: 0.945, Validation Accuracy: 0.948, Loss: 0.029 Epoch 19 Batch 160/269 - Train Accuracy: 0.947, Validation Accuracy: 0.946, Loss: 0.027 Epoch 19 Batch 161/269 - Train Accuracy: 0.950, Validation Accuracy: 0.944, Loss: 0.028 Epoch 19 Batch 162/269 - Train Accuracy: 0.948, Validation Accuracy: 0.943, Loss: 0.027 Epoch 19 Batch 163/269 - Train Accuracy: 0.949, Validation Accuracy: 0.943, Loss: 0.028 Epoch 19 Batch 164/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.027 Epoch 19 Batch 165/269 - Train Accuracy: 0.944, Validation Accuracy: 0.954, Loss: 0.027 Epoch 19 Batch 166/269 - Train Accuracy: 0.948, Validation Accuracy: 0.948, Loss: 0.028 Epoch 19 Batch 167/269 - Train Accuracy: 0.948, Validation Accuracy: 0.946, Loss: 0.028 Epoch 19 Batch 168/269 - Train Accuracy: 0.943, Validation Accuracy: 0.945, Loss: 0.028 Epoch 19 Batch 169/269 - Train Accuracy: 0.939, Validation Accuracy: 0.945, Loss: 0.026 Epoch 19 Batch 170/269 - Train Accuracy: 0.942, Validation Accuracy: 0.947, Loss: 0.027 Epoch 19 Batch 171/269 - Train Accuracy: 0.957, Validation Accuracy: 0.952, Loss: 0.028 Epoch 19 Batch 172/269 - Train Accuracy: 0.947, Validation Accuracy: 0.952, Loss: 0.031 Epoch 19 Batch 173/269 - Train Accuracy: 0.946, Validation Accuracy: 0.945, Loss: 0.026 Epoch 19 Batch 174/269 - Train Accuracy: 0.951, Validation Accuracy: 0.943, Loss: 0.029 Epoch 19 Batch 175/269 - Train Accuracy: 0.936, Validation Accuracy: 0.942, Loss: 0.037 Epoch 19 Batch 176/269 - Train Accuracy: 0.941, Validation Accuracy: 0.943, Loss: 0.032 Epoch 19 Batch 177/269 - Train Accuracy: 0.945, Validation Accuracy: 0.944, Loss: 0.028 Epoch 19 Batch 178/269 - Train Accuracy: 0.954, Validation Accuracy: 0.946, Loss: 0.025 Epoch 19 Batch 179/269 - Train Accuracy: 0.940, Validation Accuracy: 0.946, Loss: 0.027 Epoch 19 Batch 180/269 - Train Accuracy: 0.954, Validation Accuracy: 0.945, Loss: 0.025 Epoch 19 Batch 181/269 - Train Accuracy: 0.945, Validation Accuracy: 0.946, Loss: 0.032 Epoch 19 Batch 182/269 - Train Accuracy: 0.947, Validation Accuracy: 0.947, Loss: 0.028 Epoch 19 Batch 183/269 - Train Accuracy: 0.955, Validation Accuracy: 0.948, Loss: 0.021 Epoch 19 Batch 184/269 - Train Accuracy: 0.946, Validation Accuracy: 0.950, Loss: 0.027 Epoch 19 Batch 185/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.027 Epoch 19 Batch 186/269 - Train Accuracy: 0.944, Validation Accuracy: 0.947, Loss: 0.025 Epoch 19 Batch 187/269 - Train Accuracy: 0.947, Validation Accuracy: 0.950, Loss: 0.026 Epoch 19 Batch 188/269 - Train Accuracy: 0.954, Validation Accuracy: 0.946, Loss: 0.024 Epoch 19 Batch 189/269 - Train Accuracy: 0.957, Validation Accuracy: 0.943, Loss: 0.025 Epoch 19 Batch 190/269 - Train Accuracy: 0.951, Validation Accuracy: 0.943, Loss: 0.030 Epoch 19 Batch 191/269 - Train Accuracy: 0.941, Validation Accuracy: 0.943, Loss: 0.027 Epoch 19 Batch 192/269 - Train Accuracy: 0.950, Validation Accuracy: 0.943, Loss: 0.028 Epoch 19 Batch 193/269 - Train Accuracy: 0.943, Validation Accuracy: 0.945, Loss: 0.026 Epoch 19 Batch 194/269 - Train Accuracy: 0.946, Validation Accuracy: 0.947, Loss: 0.027 Epoch 19 Batch 195/269 - Train Accuracy: 0.944, Validation Accuracy: 0.949, Loss: 0.026 Epoch 19 Batch 196/269 - Train Accuracy: 0.952, Validation Accuracy: 0.946, Loss: 0.028 Epoch 19 Batch 197/269 - Train Accuracy: 0.949, Validation Accuracy: 0.950, Loss: 0.027 Epoch 19 Batch 198/269 - Train Accuracy: 0.944, Validation Accuracy: 0.946, Loss: 0.029 Epoch 19 Batch 199/269 - Train Accuracy: 0.946, Validation Accuracy: 0.945, Loss: 0.030 Epoch 19 Batch 200/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.026 Epoch 19 Batch 201/269 - Train Accuracy: 0.945, Validation Accuracy: 0.941, Loss: 0.028 Epoch 19 Batch 202/269 - Train Accuracy: 0.950, Validation Accuracy: 0.942, Loss: 0.027 Epoch 19 Batch 203/269 - Train Accuracy: 0.946, Validation Accuracy: 0.950, Loss: 0.029 Epoch 19 Batch 204/269 - Train Accuracy: 0.951, Validation Accuracy: 0.943, Loss: 0.027 Epoch 19 Batch 205/269 - Train Accuracy: 0.946, Validation Accuracy: 0.947, Loss: 0.028 Epoch 19 Batch 206/269 - Train Accuracy: 0.939, Validation Accuracy: 0.947, Loss: 0.033 Epoch 19 Batch 207/269 - Train Accuracy: 0.936, Validation Accuracy: 0.944, Loss: 0.027 Epoch 19 Batch 208/269 - Train Accuracy: 0.950, Validation Accuracy: 0.941, Loss: 0.029 Epoch 19 Batch 209/269 - Train Accuracy: 0.949, Validation Accuracy: 0.942, Loss: 0.028 Epoch 19 Batch 210/269 - Train Accuracy: 0.952, Validation Accuracy: 0.949, Loss: 0.025 Epoch 19 Batch 211/269 - Train Accuracy: 0.951, Validation Accuracy: 0.945, Loss: 0.030 Epoch 19 Batch 212/269 - Train Accuracy: 0.948, Validation Accuracy: 0.947, Loss: 0.032 Epoch 19 Batch 213/269 - Train Accuracy: 0.949, Validation Accuracy: 0.946, Loss: 0.026 Epoch 19 Batch 214/269 - Train Accuracy: 0.941, Validation Accuracy: 0.947, Loss: 0.028 Epoch 19 Batch 215/269 - Train Accuracy: 0.946, Validation Accuracy: 0.948, Loss: 0.029 Epoch 19 Batch 216/269 - Train Accuracy: 0.931, Validation Accuracy: 0.945, Loss: 0.040 Epoch 19 Batch 217/269 - Train Accuracy: 0.939, Validation Accuracy: 0.940, Loss: 0.031 Epoch 19 Batch 218/269 - Train Accuracy: 0.951, Validation Accuracy: 0.941, Loss: 0.025 Epoch 19 Batch 219/269 - Train Accuracy: 0.952, Validation Accuracy: 0.943, Loss: 0.028 Epoch 19 Batch 220/269 - Train Accuracy: 0.938, Validation Accuracy: 0.944, Loss: 0.030 Epoch 19 Batch 221/269 - Train Accuracy: 0.947, Validation Accuracy: 0.941, Loss: 0.027 Epoch 19 Batch 222/269 - Train Accuracy: 0.960, Validation Accuracy: 0.940, Loss: 0.023 Epoch 19 Batch 223/269 - Train Accuracy: 0.942, Validation Accuracy: 0.942, Loss: 0.025 Epoch 19 Batch 224/269 - Train Accuracy: 0.945, Validation Accuracy: 0.945, Loss: 0.034 Epoch 19 Batch 225/269 - Train Accuracy: 0.945, Validation Accuracy: 0.945, Loss: 0.026 Epoch 19 Batch 226/269 - Train Accuracy: 0.954, Validation Accuracy: 0.945, Loss: 0.029 Epoch 19 Batch 227/269 - Train Accuracy: 0.945, Validation Accuracy: 0.947, Loss: 0.037 Epoch 19 Batch 228/269 - Train Accuracy: 0.956, Validation Accuracy: 0.945, Loss: 0.024 Epoch 19 Batch 229/269 - Train Accuracy: 0.953, Validation Accuracy: 0.947, Loss: 0.026 Epoch 19 Batch 230/269 - Train Accuracy: 0.955, Validation Accuracy: 0.948, Loss: 0.026 Epoch 19 Batch 231/269 - Train Accuracy: 0.943, Validation Accuracy: 0.946, Loss: 0.027 Epoch 19 Batch 232/269 - Train Accuracy: 0.948, Validation Accuracy: 0.948, Loss: 0.027 Epoch 19 Batch 233/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.032 Epoch 19 Batch 234/269 - Train Accuracy: 0.951, Validation Accuracy: 0.949, Loss: 0.026 Epoch 19 Batch 235/269 - Train Accuracy: 0.971, Validation Accuracy: 0.948, Loss: 0.021 Epoch 19 Batch 236/269 - Train Accuracy: 0.951, Validation Accuracy: 0.947, Loss: 0.025 Epoch 19 Batch 237/269 - Train Accuracy: 0.953, Validation Accuracy: 0.945, Loss: 0.024 Epoch 19 Batch 238/269 - Train Accuracy: 0.957, Validation Accuracy: 0.943, Loss: 0.027 Epoch 19 Batch 239/269 - Train Accuracy: 0.952, Validation Accuracy: 0.942, Loss: 0.026 Epoch 19 Batch 240/269 - Train Accuracy: 0.950, Validation Accuracy: 0.945, Loss: 0.025 Epoch 19 Batch 241/269 - Train Accuracy: 0.934, Validation Accuracy: 0.946, Loss: 0.032 Epoch 19 Batch 242/269 - Train Accuracy: 0.952, Validation Accuracy: 0.950, Loss: 0.028 Epoch 19 Batch 243/269 - Train Accuracy: 0.955, Validation Accuracy: 0.952, Loss: 0.023 Epoch 19 Batch 244/269 - Train Accuracy: 0.943, Validation Accuracy: 0.950, Loss: 0.028 Epoch 19 Batch 245/269 - Train Accuracy: 0.939, Validation Accuracy: 0.952, Loss: 0.028 Epoch 19 Batch 246/269 - Train Accuracy: 0.943, Validation Accuracy: 0.944, Loss: 0.030 Epoch 19 Batch 247/269 - Train Accuracy: 0.947, Validation Accuracy: 0.948, Loss: 0.027 Epoch 19 Batch 248/269 - Train Accuracy: 0.951, Validation Accuracy: 0.948, Loss: 0.024 Epoch 19 Batch 249/269 - Train Accuracy: 0.946, Validation Accuracy: 0.948, Loss: 0.025 Epoch 19 Batch 250/269 - Train Accuracy: 0.954, Validation Accuracy: 0.946, Loss: 0.026 Epoch 19 Batch 251/269 - Train Accuracy: 0.957, Validation Accuracy: 0.948, Loss: 0.024 Epoch 19 Batch 252/269 - Train Accuracy: 0.955, Validation Accuracy: 0.948, Loss: 0.020 Epoch 19 Batch 253/269 - Train Accuracy: 0.940, Validation Accuracy: 0.949, Loss: 0.028 Epoch 19 Batch 254/269 - Train Accuracy: 0.944, Validation Accuracy: 0.949, Loss: 0.027 Epoch 19 Batch 255/269 - Train Accuracy: 0.949, Validation Accuracy: 0.945, Loss: 0.029 Epoch 19 Batch 256/269 - Train Accuracy: 0.941, Validation Accuracy: 0.944, Loss: 0.026 Epoch 19 Batch 257/269 - Train Accuracy: 0.944, Validation Accuracy: 0.946, Loss: 0.029 Epoch 19 Batch 258/269 - Train Accuracy: 0.948, Validation Accuracy: 0.945, Loss: 0.028 Epoch 19 Batch 259/269 - Train Accuracy: 0.952, Validation Accuracy: 0.949, Loss: 0.027 Epoch 19 Batch 260/269 - Train Accuracy: 0.948, Validation Accuracy: 0.950, Loss: 0.030 Epoch 19 Batch 261/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.027 Epoch 19 Batch 262/269 - Train Accuracy: 0.948, Validation Accuracy: 0.947, Loss: 0.029 Epoch 19 Batch 263/269 - Train Accuracy: 0.952, Validation Accuracy: 0.950, Loss: 0.028 Epoch 19 Batch 264/269 - Train Accuracy: 0.932, Validation Accuracy: 0.950, Loss: 0.029 Epoch 19 Batch 265/269 - Train Accuracy: 0.939, Validation Accuracy: 0.951, Loss: 0.028 Epoch 19 Batch 266/269 - Train Accuracy: 0.946, Validation Accuracy: 0.949, Loss: 0.024 Epoch 19 Batch 267/269 - Train Accuracy: 0.962, Validation Accuracy: 0.947, Loss: 0.029 Epoch 20 Batch 0/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.031 Epoch 20 Batch 1/269 - Train Accuracy: 0.953, Validation Accuracy: 0.950, Loss: 0.025 Epoch 20 Batch 2/269 - Train Accuracy: 0.942, Validation Accuracy: 0.948, Loss: 0.029 Epoch 20 Batch 3/269 - Train Accuracy: 0.954, Validation Accuracy: 0.948, Loss: 0.025 Epoch 20 Batch 4/269 - Train Accuracy: 0.941, Validation Accuracy: 0.947, Loss: 0.028 Epoch 20 Batch 5/269 - Train Accuracy: 0.951, Validation Accuracy: 0.946, Loss: 0.027 Epoch 20 Batch 6/269 - Train Accuracy: 0.950, Validation Accuracy: 0.941, Loss: 0.024 Epoch 20 Batch 7/269 - Train Accuracy: 0.945, Validation Accuracy: 0.944, Loss: 0.026 Epoch 20 Batch 8/269 - Train Accuracy: 0.948, Validation Accuracy: 0.944, Loss: 0.031 Epoch 20 Batch 9/269 - Train Accuracy: 0.946, Validation Accuracy: 0.948, Loss: 0.029 Epoch 20 Batch 10/269 - Train Accuracy: 0.946, Validation Accuracy: 0.943, Loss: 0.024 Epoch 20 Batch 11/269 - Train Accuracy: 0.951, Validation Accuracy: 0.947, Loss: 0.032 Epoch 20 Batch 12/269 - Train Accuracy: 0.935, Validation Accuracy: 0.944, Loss: 0.032 Epoch 20 Batch 13/269 - Train Accuracy: 0.949, Validation Accuracy: 0.945, Loss: 0.024 Epoch 20 Batch 14/269 - Train Accuracy: 0.943, Validation Accuracy: 0.946, Loss: 0.026 Epoch 20 Batch 15/269 - Train Accuracy: 0.959, Validation Accuracy: 0.949, Loss: 0.021 Epoch 20 Batch 16/269 - Train Accuracy: 0.944, Validation Accuracy: 0.947, Loss: 0.032 Epoch 20 Batch 17/269 - Train Accuracy: 0.947, Validation Accuracy: 0.948, Loss: 0.021 Epoch 20 Batch 18/269 - Train Accuracy: 0.946, Validation Accuracy: 0.952, Loss: 0.028 Epoch 20 Batch 19/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.022 Epoch 20 Batch 20/269 - Train Accuracy: 0.958, Validation Accuracy: 0.951, Loss: 0.025 Epoch 20 Batch 21/269 - Train Accuracy: 0.936, Validation Accuracy: 0.948, Loss: 0.033 Epoch 20 Batch 22/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.025 Epoch 20 Batch 23/269 - Train Accuracy: 0.944, Validation Accuracy: 0.953, Loss: 0.028 Epoch 20 Batch 24/269 - Train Accuracy: 0.950, Validation Accuracy: 0.953, Loss: 0.025 Epoch 20 Batch 25/269 - Train Accuracy: 0.942, Validation Accuracy: 0.946, Loss: 0.029 Epoch 20 Batch 26/269 - Train Accuracy: 0.945, Validation Accuracy: 0.948, Loss: 0.025 Epoch 20 Batch 27/269 - Train Accuracy: 0.945, Validation Accuracy: 0.947, Loss: 0.024 Epoch 20 Batch 28/269 - Train Accuracy: 0.937, Validation Accuracy: 0.945, Loss: 0.029 Epoch 20 Batch 29/269 - Train Accuracy: 0.952, Validation Accuracy: 0.945, Loss: 0.028 Epoch 20 Batch 30/269 - Train Accuracy: 0.951, Validation Accuracy: 0.945, Loss: 0.027 Epoch 20 Batch 31/269 - Train Accuracy: 0.954, Validation Accuracy: 0.941, Loss: 0.026 Epoch 20 Batch 32/269 - Train Accuracy: 0.956, Validation Accuracy: 0.941, Loss: 0.025 Epoch 20 Batch 33/269 - Train Accuracy: 0.948, Validation Accuracy: 0.946, Loss: 0.023 Epoch 20 Batch 34/269 - Train Accuracy: 0.955, Validation Accuracy: 0.942, Loss: 0.024 Epoch 20 Batch 35/269 - Train Accuracy: 0.954, Validation Accuracy: 0.945, Loss: 0.034 Epoch 20 Batch 36/269 - Train Accuracy: 0.950, Validation Accuracy: 0.950, Loss: 0.027 Epoch 20 Batch 37/269 - Train Accuracy: 0.947, Validation Accuracy: 0.948, Loss: 0.030 Epoch 20 Batch 38/269 - Train Accuracy: 0.943, Validation Accuracy: 0.948, Loss: 0.025 Epoch 20 Batch 39/269 - Train Accuracy: 0.951, Validation Accuracy: 0.951, Loss: 0.026 Epoch 20 Batch 40/269 - Train Accuracy: 0.946, Validation Accuracy: 0.949, Loss: 0.029 Epoch 20 Batch 41/269 - Train Accuracy: 0.941, Validation Accuracy: 0.950, Loss: 0.028 Epoch 20 Batch 42/269 - Train Accuracy: 0.957, Validation Accuracy: 0.943, Loss: 0.024 Epoch 20 Batch 43/269 - Train Accuracy: 0.945, Validation Accuracy: 0.947, Loss: 0.026 Epoch 20 Batch 44/269 - Train Accuracy: 0.950, Validation Accuracy: 0.950, Loss: 0.027 Epoch 20 Batch 45/269 - Train Accuracy: 0.943, Validation Accuracy: 0.950, Loss: 0.029 Epoch 20 Batch 46/269 - Train Accuracy: 0.948, Validation Accuracy: 0.951, Loss: 0.023 Epoch 20 Batch 47/269 - Train Accuracy: 0.949, Validation Accuracy: 0.950, Loss: 0.025 Epoch 20 Batch 48/269 - Train Accuracy: 0.952, Validation Accuracy: 0.950, Loss: 0.026 Epoch 20 Batch 49/269 - Train Accuracy: 0.951, Validation Accuracy: 0.952, Loss: 0.024 Epoch 20 Batch 50/269 - Train Accuracy: 0.938, Validation Accuracy: 0.954, Loss: 0.032 Epoch 20 Batch 51/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.024 Epoch 20 Batch 52/269 - Train Accuracy: 0.948, Validation Accuracy: 0.952, Loss: 0.021 Epoch 20 Batch 53/269 - Train Accuracy: 0.942, Validation Accuracy: 0.950, Loss: 0.028 Epoch 20 Batch 54/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.023 Epoch 20 Batch 55/269 - Train Accuracy: 0.944, Validation Accuracy: 0.945, Loss: 0.027 Epoch 20 Batch 56/269 - Train Accuracy: 0.953, Validation Accuracy: 0.946, Loss: 0.024 Epoch 20 Batch 57/269 - Train Accuracy: 0.951, Validation Accuracy: 0.948, Loss: 0.030 Epoch 20 Batch 58/269 - Train Accuracy: 0.958, Validation Accuracy: 0.949, Loss: 0.028 Epoch 20 Batch 59/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.019 Epoch 20 Batch 60/269 - Train Accuracy: 0.950, Validation Accuracy: 0.954, Loss: 0.025 Epoch 20 Batch 61/269 - Train Accuracy: 0.947, Validation Accuracy: 0.951, Loss: 0.025 Epoch 20 Batch 62/269 - Train Accuracy: 0.942, Validation Accuracy: 0.952, Loss: 0.029 Epoch 20 Batch 63/269 - Train Accuracy: 0.943, Validation Accuracy: 0.952, Loss: 0.032 Epoch 20 Batch 64/269 - Train Accuracy: 0.946, Validation Accuracy: 0.953, Loss: 0.024 Epoch 20 Batch 65/269 - Train Accuracy: 0.949, Validation Accuracy: 0.952, Loss: 0.024 Epoch 20 Batch 66/269 - Train Accuracy: 0.938, Validation Accuracy: 0.949, Loss: 0.029 Epoch 20 Batch 67/269 - Train Accuracy: 0.944, Validation Accuracy: 0.943, Loss: 0.031 Epoch 20 Batch 68/269 - Train Accuracy: 0.950, Validation Accuracy: 0.948, Loss: 0.030 Epoch 20 Batch 69/269 - Train Accuracy: 0.927, Validation Accuracy: 0.944, Loss: 0.034 Epoch 20 Batch 70/269 - Train Accuracy: 0.956, Validation Accuracy: 0.948, Loss: 0.027 Epoch 20 Batch 71/269 - Train Accuracy: 0.950, Validation Accuracy: 0.948, Loss: 0.032 Epoch 20 Batch 72/269 - Train Accuracy: 0.940, Validation Accuracy: 0.951, Loss: 0.029 Epoch 20 Batch 73/269 - Train Accuracy: 0.935, Validation Accuracy: 0.945, Loss: 0.030 Epoch 20 Batch 74/269 - Train Accuracy: 0.952, Validation Accuracy: 0.941, Loss: 0.027 Epoch 20 Batch 75/269 - Train Accuracy: 0.943, Validation Accuracy: 0.945, Loss: 0.031 Epoch 20 Batch 76/269 - Train Accuracy: 0.948, Validation Accuracy: 0.944, Loss: 0.025 Epoch 20 Batch 77/269 - Train Accuracy: 0.954, Validation Accuracy: 0.947, Loss: 0.027 Epoch 20 Batch 78/269 - Train Accuracy: 0.955, Validation Accuracy: 0.947, Loss: 0.026 Epoch 20 Batch 79/269 - Train Accuracy: 0.941, Validation Accuracy: 0.946, Loss: 0.028 Epoch 20 Batch 80/269 - Train Accuracy: 0.952, Validation Accuracy: 0.952, Loss: 0.027 Epoch 20 Batch 81/269 - Train Accuracy: 0.939, Validation Accuracy: 0.941, Loss: 0.030 Epoch 20 Batch 82/269 - Train Accuracy: 0.959, Validation Accuracy: 0.937, Loss: 0.021 Epoch 20 Batch 83/269 - Train Accuracy: 0.940, Validation Accuracy: 0.944, Loss: 0.036 Epoch 20 Batch 84/269 - Train Accuracy: 0.946, Validation Accuracy: 0.942, Loss: 0.025 Epoch 20 Batch 85/269 - Train Accuracy: 0.944, Validation Accuracy: 0.943, Loss: 0.027 Epoch 20 Batch 86/269 - Train Accuracy: 0.951, Validation Accuracy: 0.943, Loss: 0.024 Epoch 20 Batch 87/269 - Train Accuracy: 0.947, Validation Accuracy: 0.934, Loss: 0.027 Epoch 20 Batch 88/269 - Train Accuracy: 0.944, Validation Accuracy: 0.939, Loss: 0.028 Epoch 20 Batch 89/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.024 Epoch 20 Batch 90/269 - Train Accuracy: 0.942, Validation Accuracy: 0.942, Loss: 0.027 Epoch 20 Batch 91/269 - Train Accuracy: 0.954, Validation Accuracy: 0.947, Loss: 0.025 Epoch 20 Batch 92/269 - Train Accuracy: 0.953, Validation Accuracy: 0.951, Loss: 0.024 Epoch 20 Batch 93/269 - Train Accuracy: 0.952, Validation Accuracy: 0.942, Loss: 0.025 Epoch 20 Batch 94/269 - Train Accuracy: 0.947, Validation Accuracy: 0.942, Loss: 0.031 Epoch 20 Batch 95/269 - Train Accuracy: 0.944, Validation Accuracy: 0.951, Loss: 0.026 Epoch 20 Batch 96/269 - Train Accuracy: 0.941, Validation Accuracy: 0.949, Loss: 0.030 Epoch 20 Batch 97/269 - Train Accuracy: 0.952, Validation Accuracy: 0.948, Loss: 0.029 Epoch 20 Batch 98/269 - Train Accuracy: 0.949, Validation Accuracy: 0.950, Loss: 0.029 Epoch 20 Batch 99/269 - Train Accuracy: 0.947, Validation Accuracy: 0.944, Loss: 0.025 Epoch 20 Batch 100/269 - Train Accuracy: 0.953, Validation Accuracy: 0.947, Loss: 0.028 Epoch 20 Batch 101/269 - Train Accuracy: 0.936, Validation Accuracy: 0.954, Loss: 0.034 Epoch 20 Batch 102/269 - Train Accuracy: 0.950, Validation Accuracy: 0.953, Loss: 0.025 Epoch 20 Batch 103/269 - Train Accuracy: 0.949, Validation Accuracy: 0.954, Loss: 0.029 Epoch 20 Batch 104/269 - Train Accuracy: 0.952, Validation Accuracy: 0.950, Loss: 0.027 Epoch 20 Batch 105/269 - Train Accuracy: 0.947, Validation Accuracy: 0.947, Loss: 0.027 Epoch 20 Batch 106/269 - Train Accuracy: 0.952, Validation Accuracy: 0.949, Loss: 0.024 Epoch 20 Batch 107/269 - Train Accuracy: 0.947, Validation Accuracy: 0.945, Loss: 0.027 Epoch 20 Batch 108/269 - Train Accuracy: 0.957, Validation Accuracy: 0.942, Loss: 0.025 Epoch 20 Batch 109/269 - Train Accuracy: 0.930, Validation Accuracy: 0.945, Loss: 0.030 Epoch 20 Batch 110/269 - Train Accuracy: 0.945, Validation Accuracy: 0.944, Loss: 0.026 Epoch 20 Batch 111/269 - Train Accuracy: 0.943, Validation Accuracy: 0.944, Loss: 0.030 Epoch 20 Batch 112/269 - Train Accuracy: 0.949, Validation Accuracy: 0.944, Loss: 0.031 Epoch 20 Batch 113/269 - Train Accuracy: 0.936, Validation Accuracy: 0.948, Loss: 0.028 Epoch 20 Batch 114/269 - Train Accuracy: 0.949, Validation Accuracy: 0.947, Loss: 0.028 Epoch 20 Batch 115/269 - Train Accuracy: 0.943, Validation Accuracy: 0.950, Loss: 0.032 Epoch 20 Batch 116/269 - Train Accuracy: 0.955, Validation Accuracy: 0.939, Loss: 0.027 Epoch 20 Batch 117/269 - Train Accuracy: 0.937, Validation Accuracy: 0.945, Loss: 0.026 Epoch 20 Batch 118/269 - Train Accuracy: 0.947, Validation Accuracy: 0.942, Loss: 0.025 Epoch 20 Batch 119/269 - Train Accuracy: 0.939, Validation Accuracy: 0.946, Loss: 0.027 Epoch 20 Batch 120/269 - Train Accuracy: 0.953, Validation Accuracy: 0.945, Loss: 0.028 Epoch 20 Batch 121/269 - Train Accuracy: 0.952, Validation Accuracy: 0.946, Loss: 0.023 Epoch 20 Batch 122/269 - Train Accuracy: 0.951, Validation Accuracy: 0.936, Loss: 0.025 Epoch 20 Batch 123/269 - Train Accuracy: 0.945, Validation Accuracy: 0.938, Loss: 0.028 Epoch 20 Batch 124/269 - Train Accuracy: 0.950, Validation Accuracy: 0.940, Loss: 0.024 Epoch 20 Batch 125/269 - Train Accuracy: 0.950, Validation Accuracy: 0.944, Loss: 0.024 Epoch 20 Batch 126/269 - Train Accuracy: 0.942, Validation Accuracy: 0.946, Loss: 0.026 Epoch 20 Batch 127/269 - Train Accuracy: 0.946, Validation Accuracy: 0.944, Loss: 0.025 Epoch 20 Batch 128/269 - Train Accuracy: 0.949, Validation Accuracy: 0.944, Loss: 0.026 Epoch 20 Batch 129/269 - Train Accuracy: 0.936, Validation Accuracy: 0.941, Loss: 0.027 Epoch 20 Batch 130/269 - Train Accuracy: 0.952, Validation Accuracy: 0.944, Loss: 0.029 Epoch 20 Batch 131/269 - Train Accuracy: 0.949, Validation Accuracy: 0.945, Loss: 0.027 Epoch 20 Batch 132/269 - Train Accuracy: 0.929, Validation Accuracy: 0.945, Loss: 0.030 Epoch 20 Batch 133/269 - Train Accuracy: 0.947, Validation Accuracy: 0.944, Loss: 0.024 Epoch 20 Batch 134/269 - Train Accuracy: 0.949, Validation Accuracy: 0.941, Loss: 0.027 Epoch 20 Batch 135/269 - Train Accuracy: 0.952, Validation Accuracy: 0.944, Loss: 0.026 Epoch 20 Batch 136/269 - Train Accuracy: 0.938, Validation Accuracy: 0.947, Loss: 0.029 Epoch 20 Batch 137/269 - Train Accuracy: 0.942, Validation Accuracy: 0.947, Loss: 0.032 Epoch 20 Batch 138/269 - Train Accuracy: 0.946, Validation Accuracy: 0.946, Loss: 0.022 Epoch 20 Batch 139/269 - Train Accuracy: 0.956, Validation Accuracy: 0.947, Loss: 0.024 Epoch 20 Batch 140/269 - Train Accuracy: 0.951, Validation Accuracy: 0.945, Loss: 0.029 Epoch 20 Batch 141/269 - Train Accuracy: 0.951, Validation Accuracy: 0.948, Loss: 0.028 Epoch 20 Batch 142/269 - Train Accuracy: 0.941, Validation Accuracy: 0.952, Loss: 0.027 Epoch 20 Batch 143/269 - Train Accuracy: 0.955, Validation Accuracy: 0.951, Loss: 0.023 Epoch 20 Batch 144/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.022 Epoch 20 Batch 145/269 - Train Accuracy: 0.953, Validation Accuracy: 0.950, Loss: 0.024 Epoch 20 Batch 146/269 - Train Accuracy: 0.939, Validation Accuracy: 0.944, Loss: 0.024 Epoch 20 Batch 147/269 - Train Accuracy: 0.945, Validation Accuracy: 0.945, Loss: 0.032 Epoch 20 Batch 148/269 - Train Accuracy: 0.942, Validation Accuracy: 0.949, Loss: 0.026 Epoch 20 Batch 149/269 - Train Accuracy: 0.940, Validation Accuracy: 0.944, Loss: 0.031 Epoch 20 Batch 150/269 - Train Accuracy: 0.951, Validation Accuracy: 0.943, Loss: 0.029 Epoch 20 Batch 151/269 - Train Accuracy: 0.952, Validation Accuracy: 0.946, Loss: 0.030 Epoch 20 Batch 152/269 - Train Accuracy: 0.947, Validation Accuracy: 0.948, Loss: 0.027 Epoch 20 Batch 153/269 - Train Accuracy: 0.960, Validation Accuracy: 0.948, Loss: 0.025 Epoch 20 Batch 154/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.025 Epoch 20 Batch 155/269 - Train Accuracy: 0.948, Validation Accuracy: 0.948, Loss: 0.025 Epoch 20 Batch 156/269 - Train Accuracy: 0.952, Validation Accuracy: 0.945, Loss: 0.028 Epoch 20 Batch 157/269 - Train Accuracy: 0.949, Validation Accuracy: 0.950, Loss: 0.023 Epoch 20 Batch 158/269 - Train Accuracy: 0.940, Validation Accuracy: 0.949, Loss: 0.027 Epoch 20 Batch 159/269 - Train Accuracy: 0.953, Validation Accuracy: 0.944, Loss: 0.027 Epoch 20 Batch 160/269 - Train Accuracy: 0.949, Validation Accuracy: 0.946, Loss: 0.025 Epoch 20 Batch 161/269 - Train Accuracy: 0.948, Validation Accuracy: 0.947, Loss: 0.025 Epoch 20 Batch 162/269 - Train Accuracy: 0.949, Validation Accuracy: 0.945, Loss: 0.026 Epoch 20 Batch 163/269 - Train Accuracy: 0.950, Validation Accuracy: 0.944, Loss: 0.026 Epoch 20 Batch 164/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.025 Epoch 20 Batch 165/269 - Train Accuracy: 0.952, Validation Accuracy: 0.954, Loss: 0.026 Epoch 20 Batch 166/269 - Train Accuracy: 0.949, Validation Accuracy: 0.945, Loss: 0.025 Epoch 20 Batch 167/269 - Train Accuracy: 0.949, Validation Accuracy: 0.944, Loss: 0.026 Epoch 20 Batch 168/269 - Train Accuracy: 0.949, Validation Accuracy: 0.947, Loss: 0.026 Epoch 20 Batch 169/269 - Train Accuracy: 0.945, Validation Accuracy: 0.948, Loss: 0.024 Epoch 20 Batch 170/269 - Train Accuracy: 0.944, Validation Accuracy: 0.952, Loss: 0.026 Epoch 20 Batch 171/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.026 Epoch 20 Batch 172/269 - Train Accuracy: 0.949, Validation Accuracy: 0.950, Loss: 0.030 Epoch 20 Batch 173/269 - Train Accuracy: 0.947, Validation Accuracy: 0.943, Loss: 0.024 Epoch 20 Batch 174/269 - Train Accuracy: 0.957, Validation Accuracy: 0.944, Loss: 0.027 Epoch 20 Batch 175/269 - Train Accuracy: 0.940, Validation Accuracy: 0.944, Loss: 0.035 Epoch 20 Batch 176/269 - Train Accuracy: 0.938, Validation Accuracy: 0.948, Loss: 0.030 Epoch 20 Batch 177/269 - Train Accuracy: 0.950, Validation Accuracy: 0.948, Loss: 0.027 Epoch 20 Batch 178/269 - Train Accuracy: 0.959, Validation Accuracy: 0.946, Loss: 0.023 Epoch 20 Batch 179/269 - Train Accuracy: 0.943, Validation Accuracy: 0.947, Loss: 0.025 Epoch 20 Batch 180/269 - Train Accuracy: 0.957, Validation Accuracy: 0.946, Loss: 0.023 Epoch 20 Batch 181/269 - Train Accuracy: 0.944, Validation Accuracy: 0.947, Loss: 0.031 Epoch 20 Batch 182/269 - Train Accuracy: 0.952, Validation Accuracy: 0.949, Loss: 0.025 Epoch 20 Batch 183/269 - Train Accuracy: 0.957, Validation Accuracy: 0.951, Loss: 0.019 Epoch 20 Batch 184/269 - Train Accuracy: 0.948, Validation Accuracy: 0.954, Loss: 0.025 Epoch 20 Batch 185/269 - Train Accuracy: 0.965, Validation Accuracy: 0.952, Loss: 0.025 Epoch 20 Batch 186/269 - Train Accuracy: 0.944, Validation Accuracy: 0.951, Loss: 0.022 Epoch 20 Batch 187/269 - Train Accuracy: 0.949, Validation Accuracy: 0.951, Loss: 0.024 Epoch 20 Batch 188/269 - Train Accuracy: 0.956, Validation Accuracy: 0.947, Loss: 0.022 Epoch 20 Batch 189/269 - Train Accuracy: 0.958, Validation Accuracy: 0.943, Loss: 0.024 Epoch 20 Batch 190/269 - Train Accuracy: 0.950, Validation Accuracy: 0.946, Loss: 0.028 Epoch 20 Batch 191/269 - Train Accuracy: 0.946, Validation Accuracy: 0.945, Loss: 0.025 Epoch 20 Batch 192/269 - Train Accuracy: 0.952, Validation Accuracy: 0.949, Loss: 0.026 Epoch 20 Batch 193/269 - Train Accuracy: 0.947, Validation Accuracy: 0.950, Loss: 0.023 Epoch 20 Batch 194/269 - Train Accuracy: 0.945, Validation Accuracy: 0.951, Loss: 0.025 Epoch 20 Batch 195/269 - Train Accuracy: 0.949, Validation Accuracy: 0.948, Loss: 0.023 Epoch 20 Batch 196/269 - Train Accuracy: 0.954, Validation Accuracy: 0.945, Loss: 0.026 Epoch 20 Batch 197/269 - Train Accuracy: 0.953, Validation Accuracy: 0.949, Loss: 0.024 Epoch 20 Batch 198/269 - Train Accuracy: 0.948, Validation Accuracy: 0.947, Loss: 0.026 Epoch 20 Batch 199/269 - Train Accuracy: 0.949, Validation Accuracy: 0.951, Loss: 0.028 Epoch 20 Batch 200/269 - Train Accuracy: 0.965, Validation Accuracy: 0.949, Loss: 0.023 Epoch 20 Batch 201/269 - Train Accuracy: 0.943, Validation Accuracy: 0.944, Loss: 0.026 Epoch 20 Batch 202/269 - Train Accuracy: 0.953, Validation Accuracy: 0.941, Loss: 0.025 Epoch 20 Batch 203/269 - Train Accuracy: 0.950, Validation Accuracy: 0.955, Loss: 0.027 Epoch 20 Batch 204/269 - Train Accuracy: 0.954, Validation Accuracy: 0.945, Loss: 0.025 Epoch 20 Batch 205/269 - Train Accuracy: 0.946, Validation Accuracy: 0.948, Loss: 0.026 Epoch 20 Batch 206/269 - Train Accuracy: 0.947, Validation Accuracy: 0.954, Loss: 0.030 Epoch 20 Batch 207/269 - Train Accuracy: 0.939, Validation Accuracy: 0.943, Loss: 0.025 Epoch 20 Batch 208/269 - Train Accuracy: 0.950, Validation Accuracy: 0.940, Loss: 0.027 Epoch 20 Batch 209/269 - Train Accuracy: 0.953, Validation Accuracy: 0.946, Loss: 0.026 Epoch 20 Batch 210/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.024 Epoch 20 Batch 211/269 - Train Accuracy: 0.955, Validation Accuracy: 0.948, Loss: 0.027 Epoch 20 Batch 212/269 - Train Accuracy: 0.945, Validation Accuracy: 0.948, Loss: 0.030 Epoch 20 Batch 213/269 - Train Accuracy: 0.951, Validation Accuracy: 0.946, Loss: 0.025 Epoch 20 Batch 214/269 - Train Accuracy: 0.944, Validation Accuracy: 0.948, Loss: 0.026 Epoch 20 Batch 215/269 - Train Accuracy: 0.947, Validation Accuracy: 0.951, Loss: 0.027 Epoch 20 Batch 216/269 - Train Accuracy: 0.934, Validation Accuracy: 0.951, Loss: 0.037 Epoch 20 Batch 217/269 - Train Accuracy: 0.940, Validation Accuracy: 0.946, Loss: 0.028 Epoch 20 Batch 218/269 - Train Accuracy: 0.962, Validation Accuracy: 0.945, Loss: 0.023 Epoch 20 Batch 219/269 - Train Accuracy: 0.957, Validation Accuracy: 0.944, Loss: 0.026 Epoch 20 Batch 220/269 - Train Accuracy: 0.938, Validation Accuracy: 0.941, Loss: 0.028 Epoch 20 Batch 221/269 - Train Accuracy: 0.949, Validation Accuracy: 0.942, Loss: 0.025 Epoch 20 Batch 222/269 - Train Accuracy: 0.963, Validation Accuracy: 0.942, Loss: 0.022 Epoch 20 Batch 223/269 - Train Accuracy: 0.944, Validation Accuracy: 0.944, Loss: 0.023 Epoch 20 Batch 224/269 - Train Accuracy: 0.941, Validation Accuracy: 0.946, Loss: 0.032 Epoch 20 Batch 225/269 - Train Accuracy: 0.946, Validation Accuracy: 0.951, Loss: 0.025 Epoch 20 Batch 226/269 - Train Accuracy: 0.955, Validation Accuracy: 0.943, Loss: 0.027 Epoch 20 Batch 227/269 - Train Accuracy: 0.949, Validation Accuracy: 0.946, Loss: 0.035 Epoch 20 Batch 228/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.022 Epoch 20 Batch 229/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.023 Epoch 20 Batch 230/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.024 Epoch 20 Batch 231/269 - Train Accuracy: 0.948, Validation Accuracy: 0.949, Loss: 0.024 Epoch 20 Batch 232/269 - Train Accuracy: 0.948, Validation Accuracy: 0.946, Loss: 0.024 Epoch 20 Batch 233/269 - Train Accuracy: 0.952, Validation Accuracy: 0.947, Loss: 0.030 Epoch 20 Batch 234/269 - Train Accuracy: 0.953, Validation Accuracy: 0.949, Loss: 0.023 Epoch 20 Batch 235/269 - Train Accuracy: 0.971, Validation Accuracy: 0.949, Loss: 0.019 Epoch 20 Batch 236/269 - Train Accuracy: 0.949, Validation Accuracy: 0.950, Loss: 0.023 Epoch 20 Batch 237/269 - Train Accuracy: 0.956, Validation Accuracy: 0.947, Loss: 0.022 Epoch 20 Batch 238/269 - Train Accuracy: 0.959, Validation Accuracy: 0.943, Loss: 0.025 Epoch 20 Batch 239/269 - Train Accuracy: 0.952, Validation Accuracy: 0.941, Loss: 0.024 Epoch 20 Batch 240/269 - Train Accuracy: 0.960, Validation Accuracy: 0.945, Loss: 0.023 Epoch 20 Batch 241/269 - Train Accuracy: 0.936, Validation Accuracy: 0.948, Loss: 0.029 Epoch 20 Batch 242/269 - Train Accuracy: 0.954, Validation Accuracy: 0.951, Loss: 0.026 Epoch 20 Batch 243/269 - Train Accuracy: 0.957, Validation Accuracy: 0.951, Loss: 0.021 Epoch 20 Batch 244/269 - Train Accuracy: 0.945, Validation Accuracy: 0.953, Loss: 0.026 Epoch 20 Batch 245/269 - Train Accuracy: 0.940, Validation Accuracy: 0.953, Loss: 0.025 Epoch 20 Batch 246/269 - Train Accuracy: 0.945, Validation Accuracy: 0.951, Loss: 0.028 Epoch 20 Batch 247/269 - Train Accuracy: 0.951, Validation Accuracy: 0.952, Loss: 0.025 Epoch 20 Batch 248/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.021 Epoch 20 Batch 249/269 - Train Accuracy: 0.948, Validation Accuracy: 0.950, Loss: 0.023 Epoch 20 Batch 250/269 - Train Accuracy: 0.956, Validation Accuracy: 0.946, Loss: 0.024 Epoch 20 Batch 251/269 - Train Accuracy: 0.959, Validation Accuracy: 0.952, Loss: 0.022 Epoch 20 Batch 252/269 - Train Accuracy: 0.957, Validation Accuracy: 0.952, Loss: 0.018 Epoch 20 Batch 253/269 - Train Accuracy: 0.945, Validation Accuracy: 0.949, Loss: 0.026 Epoch 20 Batch 254/269 - Train Accuracy: 0.947, Validation Accuracy: 0.951, Loss: 0.025 Epoch 20 Batch 255/269 - Train Accuracy: 0.950, Validation Accuracy: 0.947, Loss: 0.027 Epoch 20 Batch 256/269 - Train Accuracy: 0.945, Validation Accuracy: 0.947, Loss: 0.024 Epoch 20 Batch 257/269 - Train Accuracy: 0.948, Validation Accuracy: 0.950, Loss: 0.027 Epoch 20 Batch 258/269 - Train Accuracy: 0.948, Validation Accuracy: 0.943, Loss: 0.026 Epoch 20 Batch 259/269 - Train Accuracy: 0.953, Validation Accuracy: 0.947, Loss: 0.024 Epoch 20 Batch 260/269 - Train Accuracy: 0.949, Validation Accuracy: 0.947, Loss: 0.027 Epoch 20 Batch 261/269 - Train Accuracy: 0.954, Validation Accuracy: 0.952, Loss: 0.025 Epoch 20 Batch 262/269 - Train Accuracy: 0.947, Validation Accuracy: 0.952, Loss: 0.026 Epoch 20 Batch 263/269 - Train Accuracy: 0.951, Validation Accuracy: 0.954, Loss: 0.026 Epoch 20 Batch 264/269 - Train Accuracy: 0.933, Validation Accuracy: 0.951, Loss: 0.027 Epoch 20 Batch 265/269 - Train Accuracy: 0.944, Validation Accuracy: 0.952, Loss: 0.026 Epoch 20 Batch 266/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.022 Epoch 20 Batch 267/269 - Train Accuracy: 0.965, Validation Accuracy: 0.951, Loss: 0.026 Epoch 21 Batch 0/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.028 Epoch 21 Batch 1/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.023 Epoch 21 Batch 2/269 - Train Accuracy: 0.946, Validation Accuracy: 0.950, Loss: 0.026 Epoch 21 Batch 3/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.023 Epoch 21 Batch 4/269 - Train Accuracy: 0.949, Validation Accuracy: 0.949, Loss: 0.026 Epoch 21 Batch 5/269 - Train Accuracy: 0.955, Validation Accuracy: 0.946, Loss: 0.025 Epoch 21 Batch 6/269 - Train Accuracy: 0.950, Validation Accuracy: 0.945, Loss: 0.023 Epoch 21 Batch 7/269 - Train Accuracy: 0.948, Validation Accuracy: 0.947, Loss: 0.024 Epoch 21 Batch 8/269 - Train Accuracy: 0.955, Validation Accuracy: 0.951, Loss: 0.029 Epoch 21 Batch 9/269 - Train Accuracy: 0.949, Validation Accuracy: 0.954, Loss: 0.027 Epoch 21 Batch 10/269 - Train Accuracy: 0.949, Validation Accuracy: 0.948, Loss: 0.022 Epoch 21 Batch 11/269 - Train Accuracy: 0.948, Validation Accuracy: 0.948, Loss: 0.030 Epoch 21 Batch 12/269 - Train Accuracy: 0.941, Validation Accuracy: 0.946, Loss: 0.030 Epoch 21 Batch 13/269 - Train Accuracy: 0.951, Validation Accuracy: 0.947, Loss: 0.022 Epoch 21 Batch 14/269 - Train Accuracy: 0.941, Validation Accuracy: 0.950, Loss: 0.024 Epoch 21 Batch 15/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.019 Epoch 21 Batch 16/269 - Train Accuracy: 0.946, Validation Accuracy: 0.949, Loss: 0.030 Epoch 21 Batch 17/269 - Train Accuracy: 0.950, Validation Accuracy: 0.950, Loss: 0.020 Epoch 21 Batch 18/269 - Train Accuracy: 0.954, Validation Accuracy: 0.953, Loss: 0.026 Epoch 21 Batch 19/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.020 Epoch 21 Batch 20/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.023 Epoch 21 Batch 21/269 - Train Accuracy: 0.946, Validation Accuracy: 0.949, Loss: 0.030 Epoch 21 Batch 22/269 - Train Accuracy: 0.953, Validation Accuracy: 0.951, Loss: 0.023 Epoch 21 Batch 23/269 - Train Accuracy: 0.947, Validation Accuracy: 0.952, Loss: 0.026 Epoch 21 Batch 24/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.023 Epoch 21 Batch 25/269 - Train Accuracy: 0.943, Validation Accuracy: 0.952, Loss: 0.026 Epoch 21 Batch 26/269 - Train Accuracy: 0.948, Validation Accuracy: 0.950, Loss: 0.023 Epoch 21 Batch 27/269 - Train Accuracy: 0.948, Validation Accuracy: 0.949, Loss: 0.022 Epoch 21 Batch 28/269 - Train Accuracy: 0.943, Validation Accuracy: 0.950, Loss: 0.026 Epoch 21 Batch 29/269 - Train Accuracy: 0.960, Validation Accuracy: 0.947, Loss: 0.024 Epoch 21 Batch 30/269 - Train Accuracy: 0.956, Validation Accuracy: 0.947, Loss: 0.025 Epoch 21 Batch 31/269 - Train Accuracy: 0.953, Validation Accuracy: 0.944, Loss: 0.024 Epoch 21 Batch 32/269 - Train Accuracy: 0.956, Validation Accuracy: 0.945, Loss: 0.023 Epoch 21 Batch 33/269 - Train Accuracy: 0.951, Validation Accuracy: 0.945, Loss: 0.021 Epoch 21 Batch 34/269 - Train Accuracy: 0.959, Validation Accuracy: 0.947, Loss: 0.022 Epoch 21 Batch 35/269 - Train Accuracy: 0.957, Validation Accuracy: 0.948, Loss: 0.031 Epoch 21 Batch 36/269 - Train Accuracy: 0.952, Validation Accuracy: 0.947, Loss: 0.025 Epoch 21 Batch 37/269 - Train Accuracy: 0.951, Validation Accuracy: 0.947, Loss: 0.027 Epoch 21 Batch 38/269 - Train Accuracy: 0.949, Validation Accuracy: 0.950, Loss: 0.024 Epoch 21 Batch 39/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.024 Epoch 21 Batch 40/269 - Train Accuracy: 0.945, Validation Accuracy: 0.947, Loss: 0.027 Epoch 21 Batch 41/269 - Train Accuracy: 0.946, Validation Accuracy: 0.949, Loss: 0.027 Epoch 21 Batch 42/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.022 Epoch 21 Batch 43/269 - Train Accuracy: 0.951, Validation Accuracy: 0.950, Loss: 0.024 Epoch 21 Batch 44/269 - Train Accuracy: 0.956, Validation Accuracy: 0.952, Loss: 0.025 Epoch 21 Batch 45/269 - Train Accuracy: 0.947, Validation Accuracy: 0.951, Loss: 0.028 Epoch 21 Batch 46/269 - Train Accuracy: 0.955, Validation Accuracy: 0.952, Loss: 0.020 Epoch 21 Batch 47/269 - Train Accuracy: 0.949, Validation Accuracy: 0.953, Loss: 0.022 Epoch 21 Batch 48/269 - Train Accuracy: 0.950, Validation Accuracy: 0.950, Loss: 0.024 Epoch 21 Batch 49/269 - Train Accuracy: 0.950, Validation Accuracy: 0.952, Loss: 0.021 Epoch 21 Batch 50/269 - Train Accuracy: 0.940, Validation Accuracy: 0.956, Loss: 0.030 Epoch 21 Batch 51/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.022 Epoch 21 Batch 52/269 - Train Accuracy: 0.951, Validation Accuracy: 0.950, Loss: 0.019 Epoch 21 Batch 53/269 - Train Accuracy: 0.943, Validation Accuracy: 0.953, Loss: 0.026 Epoch 21 Batch 54/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.021 Epoch 21 Batch 55/269 - Train Accuracy: 0.948, Validation Accuracy: 0.949, Loss: 0.025 Epoch 21 Batch 56/269 - Train Accuracy: 0.956, Validation Accuracy: 0.946, Loss: 0.021 Epoch 21 Batch 57/269 - Train Accuracy: 0.956, Validation Accuracy: 0.948, Loss: 0.028 Epoch 21 Batch 58/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.025 Epoch 21 Batch 59/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.017 Epoch 21 Batch 60/269 - Train Accuracy: 0.952, Validation Accuracy: 0.949, Loss: 0.024 Epoch 21 Batch 61/269 - Train Accuracy: 0.948, Validation Accuracy: 0.951, Loss: 0.023 Epoch 21 Batch 62/269 - Train Accuracy: 0.947, Validation Accuracy: 0.953, Loss: 0.026 Epoch 21 Batch 63/269 - Train Accuracy: 0.945, Validation Accuracy: 0.952, Loss: 0.029 Epoch 21 Batch 64/269 - Train Accuracy: 0.948, Validation Accuracy: 0.951, Loss: 0.022 Epoch 21 Batch 65/269 - Train Accuracy: 0.949, Validation Accuracy: 0.954, Loss: 0.022 Epoch 21 Batch 66/269 - Train Accuracy: 0.942, Validation Accuracy: 0.953, Loss: 0.027 Epoch 21 Batch 67/269 - Train Accuracy: 0.945, Validation Accuracy: 0.949, Loss: 0.029 Epoch 21 Batch 68/269 - Train Accuracy: 0.948, Validation Accuracy: 0.946, Loss: 0.028 Epoch 21 Batch 69/269 - Train Accuracy: 0.930, Validation Accuracy: 0.943, Loss: 0.031 Epoch 21 Batch 70/269 - Train Accuracy: 0.962, Validation Accuracy: 0.947, Loss: 0.025 Epoch 21 Batch 71/269 - Train Accuracy: 0.954, Validation Accuracy: 0.951, Loss: 0.030 Epoch 21 Batch 72/269 - Train Accuracy: 0.942, Validation Accuracy: 0.950, Loss: 0.027 Epoch 21 Batch 73/269 - Train Accuracy: 0.941, Validation Accuracy: 0.948, Loss: 0.028 Epoch 21 Batch 74/269 - Train Accuracy: 0.957, Validation Accuracy: 0.941, Loss: 0.026 Epoch 21 Batch 75/269 - Train Accuracy: 0.943, Validation Accuracy: 0.946, Loss: 0.029 Epoch 21 Batch 76/269 - Train Accuracy: 0.946, Validation Accuracy: 0.947, Loss: 0.024 Epoch 21 Batch 77/269 - Train Accuracy: 0.955, Validation Accuracy: 0.952, Loss: 0.025 Epoch 21 Batch 78/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.024 Epoch 21 Batch 79/269 - Train Accuracy: 0.945, Validation Accuracy: 0.950, Loss: 0.027 Epoch 21 Batch 80/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.025 Epoch 21 Batch 81/269 - Train Accuracy: 0.947, Validation Accuracy: 0.943, Loss: 0.028 Epoch 21 Batch 82/269 - Train Accuracy: 0.961, Validation Accuracy: 0.937, Loss: 0.020 Epoch 21 Batch 83/269 - Train Accuracy: 0.940, Validation Accuracy: 0.948, Loss: 0.034 Epoch 21 Batch 84/269 - Train Accuracy: 0.947, Validation Accuracy: 0.944, Loss: 0.024 Epoch 21 Batch 85/269 - Train Accuracy: 0.950, Validation Accuracy: 0.945, Loss: 0.025 Epoch 21 Batch 86/269 - Train Accuracy: 0.950, Validation Accuracy: 0.942, Loss: 0.022 Epoch 21 Batch 87/269 - Train Accuracy: 0.949, Validation Accuracy: 0.938, Loss: 0.024 Epoch 21 Batch 88/269 - Train Accuracy: 0.948, Validation Accuracy: 0.950, Loss: 0.026 Epoch 21 Batch 89/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.023 Epoch 21 Batch 90/269 - Train Accuracy: 0.945, Validation Accuracy: 0.948, Loss: 0.026 Epoch 21 Batch 91/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.024 Epoch 21 Batch 92/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.022 Epoch 21 Batch 93/269 - Train Accuracy: 0.956, Validation Accuracy: 0.947, Loss: 0.023 Epoch 21 Batch 94/269 - Train Accuracy: 0.950, Validation Accuracy: 0.954, Loss: 0.028 Epoch 21 Batch 95/269 - Train Accuracy: 0.945, Validation Accuracy: 0.952, Loss: 0.025 Epoch 21 Batch 96/269 - Train Accuracy: 0.943, Validation Accuracy: 0.955, Loss: 0.027 Epoch 21 Batch 97/269 - Train Accuracy: 0.951, Validation Accuracy: 0.948, Loss: 0.027 Epoch 21 Batch 98/269 - Train Accuracy: 0.955, Validation Accuracy: 0.948, Loss: 0.027 Epoch 21 Batch 99/269 - Train Accuracy: 0.951, Validation Accuracy: 0.943, Loss: 0.024 Epoch 21 Batch 100/269 - Train Accuracy: 0.951, Validation Accuracy: 0.953, Loss: 0.027 Epoch 21 Batch 101/269 - Train Accuracy: 0.941, Validation Accuracy: 0.953, Loss: 0.032 Epoch 21 Batch 102/269 - Train Accuracy: 0.953, Validation Accuracy: 0.955, Loss: 0.023 Epoch 21 Batch 103/269 - Train Accuracy: 0.948, Validation Accuracy: 0.951, Loss: 0.027 Epoch 21 Batch 104/269 - Train Accuracy: 0.951, Validation Accuracy: 0.949, Loss: 0.025 Epoch 21 Batch 105/269 - Train Accuracy: 0.949, Validation Accuracy: 0.945, Loss: 0.025 Epoch 21 Batch 106/269 - Train Accuracy: 0.954, Validation Accuracy: 0.955, Loss: 0.022 Epoch 21 Batch 107/269 - Train Accuracy: 0.953, Validation Accuracy: 0.950, Loss: 0.026 Epoch 21 Batch 108/269 - Train Accuracy: 0.959, Validation Accuracy: 0.942, Loss: 0.023 Epoch 21 Batch 109/269 - Train Accuracy: 0.930, Validation Accuracy: 0.947, Loss: 0.029 Epoch 21 Batch 110/269 - Train Accuracy: 0.943, Validation Accuracy: 0.941, Loss: 0.024 Epoch 21 Batch 111/269 - Train Accuracy: 0.944, Validation Accuracy: 0.941, Loss: 0.027 Epoch 21 Batch 112/269 - Train Accuracy: 0.953, Validation Accuracy: 0.947, Loss: 0.028 Epoch 21 Batch 113/269 - Train Accuracy: 0.942, Validation Accuracy: 0.945, Loss: 0.026 Epoch 21 Batch 114/269 - Train Accuracy: 0.951, Validation Accuracy: 0.948, Loss: 0.026 Epoch 21 Batch 115/269 - Train Accuracy: 0.947, Validation Accuracy: 0.949, Loss: 0.029 Epoch 21 Batch 116/269 - Train Accuracy: 0.953, Validation Accuracy: 0.940, Loss: 0.025 Epoch 21 Batch 117/269 - Train Accuracy: 0.946, Validation Accuracy: 0.944, Loss: 0.025 Epoch 21 Batch 118/269 - Train Accuracy: 0.951, Validation Accuracy: 0.942, Loss: 0.023 Epoch 21 Batch 119/269 - Train Accuracy: 0.944, Validation Accuracy: 0.945, Loss: 0.026 Epoch 21 Batch 120/269 - Train Accuracy: 0.958, Validation Accuracy: 0.947, Loss: 0.026 Epoch 21 Batch 121/269 - Train Accuracy: 0.957, Validation Accuracy: 0.947, Loss: 0.022 Epoch 21 Batch 122/269 - Train Accuracy: 0.953, Validation Accuracy: 0.944, Loss: 0.024 Epoch 21 Batch 123/269 - Train Accuracy: 0.945, Validation Accuracy: 0.947, Loss: 0.026 Epoch 21 Batch 124/269 - Train Accuracy: 0.952, Validation Accuracy: 0.943, Loss: 0.022 Epoch 21 Batch 125/269 - Train Accuracy: 0.952, Validation Accuracy: 0.950, Loss: 0.023 Epoch 21 Batch 126/269 - Train Accuracy: 0.942, Validation Accuracy: 0.945, Loss: 0.023 Epoch 21 Batch 127/269 - Train Accuracy: 0.947, Validation Accuracy: 0.947, Loss: 0.024 Epoch 21 Batch 128/269 - Train Accuracy: 0.955, Validation Accuracy: 0.948, Loss: 0.024 Epoch 21 Batch 129/269 - Train Accuracy: 0.937, Validation Accuracy: 0.949, Loss: 0.025 Epoch 21 Batch 130/269 - Train Accuracy: 0.952, Validation Accuracy: 0.945, Loss: 0.027 Epoch 21 Batch 131/269 - Train Accuracy: 0.952, Validation Accuracy: 0.947, Loss: 0.026 Epoch 21 Batch 132/269 - Train Accuracy: 0.935, Validation Accuracy: 0.947, Loss: 0.028 Epoch 21 Batch 133/269 - Train Accuracy: 0.950, Validation Accuracy: 0.949, Loss: 0.022 Epoch 21 Batch 134/269 - Train Accuracy: 0.948, Validation Accuracy: 0.944, Loss: 0.025 Epoch 21 Batch 135/269 - Train Accuracy: 0.951, Validation Accuracy: 0.945, Loss: 0.023 Epoch 21 Batch 136/269 - Train Accuracy: 0.945, Validation Accuracy: 0.947, Loss: 0.027 Epoch 21 Batch 137/269 - Train Accuracy: 0.945, Validation Accuracy: 0.949, Loss: 0.029 Epoch 21 Batch 138/269 - Train Accuracy: 0.949, Validation Accuracy: 0.949, Loss: 0.020 Epoch 21 Batch 139/269 - Train Accuracy: 0.957, Validation Accuracy: 0.948, Loss: 0.022 Epoch 21 Batch 140/269 - Train Accuracy: 0.947, Validation Accuracy: 0.948, Loss: 0.026 Epoch 21 Batch 141/269 - Train Accuracy: 0.951, Validation Accuracy: 0.949, Loss: 0.025 Epoch 21 Batch 142/269 - Train Accuracy: 0.945, Validation Accuracy: 0.949, Loss: 0.026 Epoch 21 Batch 143/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.021 Epoch 21 Batch 144/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.020 Epoch 21 Batch 145/269 - Train Accuracy: 0.962, Validation Accuracy: 0.944, Loss: 0.022 Epoch 21 Batch 146/269 - Train Accuracy: 0.939, Validation Accuracy: 0.946, Loss: 0.022 Epoch 21 Batch 147/269 - Train Accuracy: 0.949, Validation Accuracy: 0.947, Loss: 0.029 Epoch 21 Batch 148/269 - Train Accuracy: 0.950, Validation Accuracy: 0.947, Loss: 0.024 Epoch 21 Batch 149/269 - Train Accuracy: 0.944, Validation Accuracy: 0.943, Loss: 0.029 Epoch 21 Batch 150/269 - Train Accuracy: 0.956, Validation Accuracy: 0.944, Loss: 0.027 Epoch 21 Batch 151/269 - Train Accuracy: 0.951, Validation Accuracy: 0.948, Loss: 0.028 Epoch 21 Batch 152/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.025 Epoch 21 Batch 153/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.023 Epoch 21 Batch 154/269 - Train Accuracy: 0.955, Validation Accuracy: 0.953, Loss: 0.023 Epoch 21 Batch 155/269 - Train Accuracy: 0.951, Validation Accuracy: 0.951, Loss: 0.023 Epoch 21 Batch 156/269 - Train Accuracy: 0.953, Validation Accuracy: 0.947, Loss: 0.026 Epoch 21 Batch 157/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.022 Epoch 21 Batch 158/269 - Train Accuracy: 0.942, Validation Accuracy: 0.951, Loss: 0.025 Epoch 21 Batch 159/269 - Train Accuracy: 0.949, Validation Accuracy: 0.951, Loss: 0.025 Epoch 21 Batch 160/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.023 Epoch 21 Batch 161/269 - Train Accuracy: 0.952, Validation Accuracy: 0.949, Loss: 0.023 Epoch 21 Batch 162/269 - Train Accuracy: 0.953, Validation Accuracy: 0.951, Loss: 0.024 Epoch 21 Batch 163/269 - Train Accuracy: 0.952, Validation Accuracy: 0.952, Loss: 0.024 Epoch 21 Batch 164/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.023 Epoch 21 Batch 165/269 - Train Accuracy: 0.950, Validation Accuracy: 0.958, Loss: 0.024 Epoch 21 Batch 166/269 - Train Accuracy: 0.949, Validation Accuracy: 0.948, Loss: 0.023 Epoch 21 Batch 167/269 - Train Accuracy: 0.947, Validation Accuracy: 0.951, Loss: 0.025 Epoch 21 Batch 168/269 - Train Accuracy: 0.952, Validation Accuracy: 0.947, Loss: 0.025 Epoch 21 Batch 169/269 - Train Accuracy: 0.944, Validation Accuracy: 0.950, Loss: 0.023 Epoch 21 Batch 170/269 - Train Accuracy: 0.945, Validation Accuracy: 0.952, Loss: 0.024 Epoch 21 Batch 171/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.024 Epoch 21 Batch 172/269 - Train Accuracy: 0.947, Validation Accuracy: 0.951, Loss: 0.027 Epoch 21 Batch 173/269 - Train Accuracy: 0.947, Validation Accuracy: 0.940, Loss: 0.024 Epoch 21 Batch 174/269 - Train Accuracy: 0.957, Validation Accuracy: 0.941, Loss: 0.025 Epoch 21 Batch 175/269 - Train Accuracy: 0.948, Validation Accuracy: 0.943, Loss: 0.034 Epoch 21 Batch 176/269 - Train Accuracy: 0.934, Validation Accuracy: 0.945, Loss: 0.027 Epoch 21 Batch 177/269 - Train Accuracy: 0.954, Validation Accuracy: 0.948, Loss: 0.026 Epoch 21 Batch 178/269 - Train Accuracy: 0.961, Validation Accuracy: 0.950, Loss: 0.021 Epoch 21 Batch 179/269 - Train Accuracy: 0.942, Validation Accuracy: 0.945, Loss: 0.023 Epoch 21 Batch 180/269 - Train Accuracy: 0.959, Validation Accuracy: 0.945, Loss: 0.022 Epoch 21 Batch 181/269 - Train Accuracy: 0.948, Validation Accuracy: 0.948, Loss: 0.029 Epoch 21 Batch 182/269 - Train Accuracy: 0.951, Validation Accuracy: 0.949, Loss: 0.023 Epoch 21 Batch 183/269 - Train Accuracy: 0.957, Validation Accuracy: 0.951, Loss: 0.018 Epoch 21 Batch 184/269 - Train Accuracy: 0.950, Validation Accuracy: 0.955, Loss: 0.024 Epoch 21 Batch 185/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.023 Epoch 21 Batch 186/269 - Train Accuracy: 0.945, Validation Accuracy: 0.948, Loss: 0.021 Epoch 21 Batch 187/269 - Train Accuracy: 0.950, Validation Accuracy: 0.949, Loss: 0.022 Epoch 21 Batch 188/269 - Train Accuracy: 0.956, Validation Accuracy: 0.951, Loss: 0.021 Epoch 21 Batch 189/269 - Train Accuracy: 0.956, Validation Accuracy: 0.944, Loss: 0.022 Epoch 21 Batch 190/269 - Train Accuracy: 0.952, Validation Accuracy: 0.946, Loss: 0.026 Epoch 21 Batch 191/269 - Train Accuracy: 0.949, Validation Accuracy: 0.948, Loss: 0.023 Epoch 21 Batch 192/269 - Train Accuracy: 0.952, Validation Accuracy: 0.948, Loss: 0.023 Epoch 21 Batch 193/269 - Train Accuracy: 0.949, Validation Accuracy: 0.951, Loss: 0.022 Epoch 21 Batch 194/269 - Train Accuracy: 0.944, Validation Accuracy: 0.949, Loss: 0.023 Epoch 21 Batch 195/269 - Train Accuracy: 0.946, Validation Accuracy: 0.947, Loss: 0.022 Epoch 21 Batch 196/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.025 Epoch 21 Batch 197/269 - Train Accuracy: 0.955, Validation Accuracy: 0.953, Loss: 0.023 Epoch 21 Batch 198/269 - Train Accuracy: 0.948, Validation Accuracy: 0.950, Loss: 0.024 Epoch 21 Batch 199/269 - Train Accuracy: 0.951, Validation Accuracy: 0.954, Loss: 0.026 Epoch 21 Batch 200/269 - Train Accuracy: 0.967, Validation Accuracy: 0.948, Loss: 0.021 Epoch 21 Batch 201/269 - Train Accuracy: 0.949, Validation Accuracy: 0.943, Loss: 0.024 Epoch 21 Batch 202/269 - Train Accuracy: 0.956, Validation Accuracy: 0.943, Loss: 0.024 Epoch 21 Batch 203/269 - Train Accuracy: 0.953, Validation Accuracy: 0.951, Loss: 0.025 Epoch 21 Batch 204/269 - Train Accuracy: 0.956, Validation Accuracy: 0.948, Loss: 0.023 Epoch 21 Batch 205/269 - Train Accuracy: 0.953, Validation Accuracy: 0.952, Loss: 0.024 Epoch 21 Batch 206/269 - Train Accuracy: 0.949, Validation Accuracy: 0.956, Loss: 0.028 Epoch 21 Batch 207/269 - Train Accuracy: 0.943, Validation Accuracy: 0.948, Loss: 0.023 Epoch 21 Batch 208/269 - Train Accuracy: 0.950, Validation Accuracy: 0.945, Loss: 0.024 Epoch 21 Batch 209/269 - Train Accuracy: 0.952, Validation Accuracy: 0.951, Loss: 0.025 Epoch 21 Batch 210/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.022 Epoch 21 Batch 211/269 - Train Accuracy: 0.959, Validation Accuracy: 0.949, Loss: 0.026 Epoch 21 Batch 212/269 - Train Accuracy: 0.948, Validation Accuracy: 0.949, Loss: 0.028 Epoch 21 Batch 213/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.023 Epoch 21 Batch 214/269 - Train Accuracy: 0.945, Validation Accuracy: 0.952, Loss: 0.024 Epoch 21 Batch 215/269 - Train Accuracy: 0.948, Validation Accuracy: 0.952, Loss: 0.025 Epoch 21 Batch 216/269 - Train Accuracy: 0.936, Validation Accuracy: 0.951, Loss: 0.035 Epoch 21 Batch 217/269 - Train Accuracy: 0.942, Validation Accuracy: 0.948, Loss: 0.026 Epoch 21 Batch 218/269 - Train Accuracy: 0.967, Validation Accuracy: 0.946, Loss: 0.021 Epoch 21 Batch 219/269 - Train Accuracy: 0.956, Validation Accuracy: 0.947, Loss: 0.023 Epoch 21 Batch 220/269 - Train Accuracy: 0.941, Validation Accuracy: 0.947, Loss: 0.026 Epoch 21 Batch 221/269 - Train Accuracy: 0.947, Validation Accuracy: 0.950, Loss: 0.023 Epoch 21 Batch 222/269 - Train Accuracy: 0.966, Validation Accuracy: 0.947, Loss: 0.020 Epoch 21 Batch 223/269 - Train Accuracy: 0.951, Validation Accuracy: 0.943, Loss: 0.021 Epoch 21 Batch 224/269 - Train Accuracy: 0.949, Validation Accuracy: 0.947, Loss: 0.031 Epoch 21 Batch 225/269 - Train Accuracy: 0.948, Validation Accuracy: 0.951, Loss: 0.023 Epoch 21 Batch 226/269 - Train Accuracy: 0.957, Validation Accuracy: 0.950, Loss: 0.024 Epoch 21 Batch 227/269 - Train Accuracy: 0.957, Validation Accuracy: 0.951, Loss: 0.032 Epoch 21 Batch 228/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.021 Epoch 21 Batch 229/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.022 Epoch 21 Batch 230/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.022 Epoch 21 Batch 231/269 - Train Accuracy: 0.954, Validation Accuracy: 0.949, Loss: 0.023 Epoch 21 Batch 232/269 - Train Accuracy: 0.947, Validation Accuracy: 0.948, Loss: 0.023 Epoch 21 Batch 233/269 - Train Accuracy: 0.951, Validation Accuracy: 0.948, Loss: 0.028 Epoch 21 Batch 234/269 - Train Accuracy: 0.955, Validation Accuracy: 0.948, Loss: 0.022 Epoch 21 Batch 235/269 - Train Accuracy: 0.971, Validation Accuracy: 0.954, Loss: 0.018 Epoch 21 Batch 236/269 - Train Accuracy: 0.956, Validation Accuracy: 0.953, Loss: 0.021 Epoch 21 Batch 237/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.020 Epoch 21 Batch 238/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.023 Epoch 21 Batch 239/269 - Train Accuracy: 0.952, Validation Accuracy: 0.947, Loss: 0.022 Epoch 21 Batch 240/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.021 Epoch 21 Batch 241/269 - Train Accuracy: 0.935, Validation Accuracy: 0.949, Loss: 0.027 Epoch 21 Batch 242/269 - Train Accuracy: 0.955, Validation Accuracy: 0.952, Loss: 0.024 Epoch 21 Batch 243/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.020 Epoch 21 Batch 244/269 - Train Accuracy: 0.952, Validation Accuracy: 0.951, Loss: 0.024 Epoch 21 Batch 245/269 - Train Accuracy: 0.943, Validation Accuracy: 0.955, Loss: 0.024 Epoch 21 Batch 246/269 - Train Accuracy: 0.947, Validation Accuracy: 0.949, Loss: 0.025 Epoch 21 Batch 247/269 - Train Accuracy: 0.954, Validation Accuracy: 0.954, Loss: 0.023 Epoch 21 Batch 248/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.020 Epoch 21 Batch 249/269 - Train Accuracy: 0.953, Validation Accuracy: 0.950, Loss: 0.021 Epoch 21 Batch 250/269 - Train Accuracy: 0.958, Validation Accuracy: 0.948, Loss: 0.022 Epoch 21 Batch 251/269 - Train Accuracy: 0.961, Validation Accuracy: 0.950, Loss: 0.021 Epoch 21 Batch 252/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.017 Epoch 21 Batch 253/269 - Train Accuracy: 0.948, Validation Accuracy: 0.951, Loss: 0.024 Epoch 21 Batch 254/269 - Train Accuracy: 0.950, Validation Accuracy: 0.951, Loss: 0.023 Epoch 21 Batch 255/269 - Train Accuracy: 0.952, Validation Accuracy: 0.953, Loss: 0.026 Epoch 21 Batch 256/269 - Train Accuracy: 0.945, Validation Accuracy: 0.948, Loss: 0.022 Epoch 21 Batch 257/269 - Train Accuracy: 0.949, Validation Accuracy: 0.949, Loss: 0.025 Epoch 21 Batch 258/269 - Train Accuracy: 0.949, Validation Accuracy: 0.944, Loss: 0.024 Epoch 21 Batch 259/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.023 Epoch 21 Batch 260/269 - Train Accuracy: 0.952, Validation Accuracy: 0.946, Loss: 0.025 Epoch 21 Batch 261/269 - Train Accuracy: 0.949, Validation Accuracy: 0.949, Loss: 0.024 Epoch 21 Batch 262/269 - Train Accuracy: 0.946, Validation Accuracy: 0.954, Loss: 0.025 Epoch 21 Batch 263/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.023 Epoch 21 Batch 264/269 - Train Accuracy: 0.938, Validation Accuracy: 0.949, Loss: 0.025 Epoch 21 Batch 265/269 - Train Accuracy: 0.949, Validation Accuracy: 0.953, Loss: 0.025 Epoch 21 Batch 266/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.021 Epoch 21 Batch 267/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.024 Epoch 22 Batch 0/269 - Train Accuracy: 0.956, Validation Accuracy: 0.953, Loss: 0.027 Epoch 22 Batch 1/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.022 Epoch 22 Batch 2/269 - Train Accuracy: 0.948, Validation Accuracy: 0.951, Loss: 0.024 Epoch 22 Batch 3/269 - Train Accuracy: 0.956, Validation Accuracy: 0.955, Loss: 0.021 Epoch 22 Batch 4/269 - Train Accuracy: 0.950, Validation Accuracy: 0.955, Loss: 0.024 Epoch 22 Batch 5/269 - Train Accuracy: 0.957, Validation Accuracy: 0.946, Loss: 0.024 Epoch 22 Batch 6/269 - Train Accuracy: 0.952, Validation Accuracy: 0.946, Loss: 0.021 Epoch 22 Batch 7/269 - Train Accuracy: 0.951, Validation Accuracy: 0.945, Loss: 0.023 Epoch 22 Batch 8/269 - Train Accuracy: 0.958, Validation Accuracy: 0.951, Loss: 0.026 Epoch 22 Batch 9/269 - Train Accuracy: 0.948, Validation Accuracy: 0.953, Loss: 0.025 Epoch 22 Batch 10/269 - Train Accuracy: 0.953, Validation Accuracy: 0.950, Loss: 0.021 Epoch 22 Batch 11/269 - Train Accuracy: 0.959, Validation Accuracy: 0.948, Loss: 0.028 Epoch 22 Batch 12/269 - Train Accuracy: 0.947, Validation Accuracy: 0.953, Loss: 0.029 Epoch 22 Batch 13/269 - Train Accuracy: 0.953, Validation Accuracy: 0.947, Loss: 0.021 Epoch 22 Batch 14/269 - Train Accuracy: 0.939, Validation Accuracy: 0.947, Loss: 0.023 Epoch 22 Batch 15/269 - Train Accuracy: 0.963, Validation Accuracy: 0.948, Loss: 0.017 Epoch 22 Batch 16/269 - Train Accuracy: 0.947, Validation Accuracy: 0.948, Loss: 0.028 Epoch 22 Batch 17/269 - Train Accuracy: 0.950, Validation Accuracy: 0.954, Loss: 0.019 Epoch 22 Batch 18/269 - Train Accuracy: 0.955, Validation Accuracy: 0.954, Loss: 0.024 Epoch 22 Batch 19/269 - Train Accuracy: 0.956, Validation Accuracy: 0.954, Loss: 0.018 Epoch 22 Batch 20/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.020 Epoch 22 Batch 21/269 - Train Accuracy: 0.946, Validation Accuracy: 0.955, Loss: 0.027 Epoch 22 Batch 22/269 - Train Accuracy: 0.956, Validation Accuracy: 0.958, Loss: 0.022 Epoch 22 Batch 23/269 - Train Accuracy: 0.944, Validation Accuracy: 0.953, Loss: 0.024 Epoch 22 Batch 24/269 - Train Accuracy: 0.956, Validation Accuracy: 0.953, Loss: 0.021 Epoch 22 Batch 25/269 - Train Accuracy: 0.951, Validation Accuracy: 0.953, Loss: 0.024 Epoch 22 Batch 26/269 - Train Accuracy: 0.950, Validation Accuracy: 0.951, Loss: 0.021 Epoch 22 Batch 27/269 - Train Accuracy: 0.953, Validation Accuracy: 0.953, Loss: 0.020 Epoch 22 Batch 28/269 - Train Accuracy: 0.948, Validation Accuracy: 0.950, Loss: 0.025 Epoch 22 Batch 29/269 - Train Accuracy: 0.959, Validation Accuracy: 0.950, Loss: 0.023 Epoch 22 Batch 30/269 - Train Accuracy: 0.958, Validation Accuracy: 0.949, Loss: 0.023 Epoch 22 Batch 31/269 - Train Accuracy: 0.956, Validation Accuracy: 0.951, Loss: 0.022 Epoch 22 Batch 32/269 - Train Accuracy: 0.958, Validation Accuracy: 0.951, Loss: 0.021 Epoch 22 Batch 33/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.019 Epoch 22 Batch 34/269 - Train Accuracy: 0.957, Validation Accuracy: 0.945, Loss: 0.020 Epoch 22 Batch 35/269 - Train Accuracy: 0.959, Validation Accuracy: 0.948, Loss: 0.029 Epoch 22 Batch 36/269 - Train Accuracy: 0.952, Validation Accuracy: 0.952, Loss: 0.023 Epoch 22 Batch 37/269 - Train Accuracy: 0.952, Validation Accuracy: 0.950, Loss: 0.025 Epoch 22 Batch 38/269 - Train Accuracy: 0.944, Validation Accuracy: 0.951, Loss: 0.021 Epoch 22 Batch 39/269 - Train Accuracy: 0.957, Validation Accuracy: 0.958, Loss: 0.022 Epoch 22 Batch 40/269 - Train Accuracy: 0.947, Validation Accuracy: 0.949, Loss: 0.025 Epoch 22 Batch 41/269 - Train Accuracy: 0.942, Validation Accuracy: 0.948, Loss: 0.025 Epoch 22 Batch 42/269 - Train Accuracy: 0.960, Validation Accuracy: 0.945, Loss: 0.020 Epoch 22 Batch 43/269 - Train Accuracy: 0.950, Validation Accuracy: 0.948, Loss: 0.023 Epoch 22 Batch 44/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.023 Epoch 22 Batch 45/269 - Train Accuracy: 0.944, Validation Accuracy: 0.954, Loss: 0.026 Epoch 22 Batch 46/269 - Train Accuracy: 0.953, Validation Accuracy: 0.951, Loss: 0.019 Epoch 22 Batch 47/269 - Train Accuracy: 0.947, Validation Accuracy: 0.950, Loss: 0.021 Epoch 22 Batch 48/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.023 Epoch 22 Batch 49/269 - Train Accuracy: 0.954, Validation Accuracy: 0.953, Loss: 0.020 Epoch 22 Batch 50/269 - Train Accuracy: 0.942, Validation Accuracy: 0.954, Loss: 0.028 Epoch 22 Batch 51/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.021 Epoch 22 Batch 52/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.018 Epoch 22 Batch 53/269 - Train Accuracy: 0.948, Validation Accuracy: 0.949, Loss: 0.024 Epoch 22 Batch 54/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.020 Epoch 22 Batch 55/269 - Train Accuracy: 0.946, Validation Accuracy: 0.952, Loss: 0.023 Epoch 22 Batch 56/269 - Train Accuracy: 0.957, Validation Accuracy: 0.951, Loss: 0.020 Epoch 22 Batch 57/269 - Train Accuracy: 0.957, Validation Accuracy: 0.952, Loss: 0.026 Epoch 22 Batch 58/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.023 Epoch 22 Batch 59/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.017 Epoch 22 Batch 60/269 - Train Accuracy: 0.955, Validation Accuracy: 0.953, Loss: 0.022 Epoch 22 Batch 61/269 - Train Accuracy: 0.948, Validation Accuracy: 0.956, Loss: 0.022 Epoch 22 Batch 62/269 - Train Accuracy: 0.949, Validation Accuracy: 0.952, Loss: 0.024 Epoch 22 Batch 63/269 - Train Accuracy: 0.948, Validation Accuracy: 0.955, Loss: 0.028 Epoch 22 Batch 64/269 - Train Accuracy: 0.949, Validation Accuracy: 0.956, Loss: 0.020 Epoch 22 Batch 65/269 - Train Accuracy: 0.954, Validation Accuracy: 0.956, Loss: 0.020 Epoch 22 Batch 66/269 - Train Accuracy: 0.945, Validation Accuracy: 0.952, Loss: 0.025 Epoch 22 Batch 67/269 - Train Accuracy: 0.948, Validation Accuracy: 0.950, Loss: 0.027 Epoch 22 Batch 68/269 - Train Accuracy: 0.951, Validation Accuracy: 0.948, Loss: 0.026 Epoch 22 Batch 69/269 - Train Accuracy: 0.938, Validation Accuracy: 0.949, Loss: 0.029 Epoch 22 Batch 70/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.022 Epoch 22 Batch 71/269 - Train Accuracy: 0.958, Validation Accuracy: 0.951, Loss: 0.028 Epoch 22 Batch 72/269 - Train Accuracy: 0.945, Validation Accuracy: 0.951, Loss: 0.025 Epoch 22 Batch 73/269 - Train Accuracy: 0.946, Validation Accuracy: 0.947, Loss: 0.026 Epoch 22 Batch 74/269 - Train Accuracy: 0.957, Validation Accuracy: 0.944, Loss: 0.024 Epoch 22 Batch 75/269 - Train Accuracy: 0.947, Validation Accuracy: 0.948, Loss: 0.027 Epoch 22 Batch 76/269 - Train Accuracy: 0.949, Validation Accuracy: 0.948, Loss: 0.021 Epoch 22 Batch 77/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.023 Epoch 22 Batch 78/269 - Train Accuracy: 0.965, Validation Accuracy: 0.951, Loss: 0.022 Epoch 22 Batch 79/269 - Train Accuracy: 0.953, Validation Accuracy: 0.953, Loss: 0.025 Epoch 22 Batch 80/269 - Train Accuracy: 0.956, Validation Accuracy: 0.953, Loss: 0.023 Epoch 22 Batch 81/269 - Train Accuracy: 0.947, Validation Accuracy: 0.945, Loss: 0.026 Epoch 22 Batch 82/269 - Train Accuracy: 0.959, Validation Accuracy: 0.942, Loss: 0.018 Epoch 22 Batch 83/269 - Train Accuracy: 0.941, Validation Accuracy: 0.949, Loss: 0.032 Epoch 22 Batch 84/269 - Train Accuracy: 0.952, Validation Accuracy: 0.945, Loss: 0.022 Epoch 22 Batch 85/269 - Train Accuracy: 0.953, Validation Accuracy: 0.950, Loss: 0.022 Epoch 22 Batch 86/269 - Train Accuracy: 0.953, Validation Accuracy: 0.947, Loss: 0.019 Epoch 22 Batch 87/269 - Train Accuracy: 0.943, Validation Accuracy: 0.942, Loss: 0.022 Epoch 22 Batch 88/269 - Train Accuracy: 0.951, Validation Accuracy: 0.951, Loss: 0.023 Epoch 22 Batch 89/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.021 Epoch 22 Batch 90/269 - Train Accuracy: 0.949, Validation Accuracy: 0.952, Loss: 0.023 Epoch 22 Batch 91/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.022 Epoch 22 Batch 92/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.021 Epoch 22 Batch 93/269 - Train Accuracy: 0.956, Validation Accuracy: 0.955, Loss: 0.021 Epoch 22 Batch 94/269 - Train Accuracy: 0.953, Validation Accuracy: 0.959, Loss: 0.027 Epoch 22 Batch 95/269 - Train Accuracy: 0.950, Validation Accuracy: 0.957, Loss: 0.023 Epoch 22 Batch 96/269 - Train Accuracy: 0.946, Validation Accuracy: 0.956, Loss: 0.025 Epoch 22 Batch 97/269 - Train Accuracy: 0.957, Validation Accuracy: 0.951, Loss: 0.024 Epoch 22 Batch 98/269 - Train Accuracy: 0.957, Validation Accuracy: 0.946, Loss: 0.026 Epoch 22 Batch 99/269 - Train Accuracy: 0.949, Validation Accuracy: 0.950, Loss: 0.022 Epoch 22 Batch 100/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.026 Epoch 22 Batch 101/269 - Train Accuracy: 0.948, Validation Accuracy: 0.959, Loss: 0.029 Epoch 22 Batch 102/269 - Train Accuracy: 0.953, Validation Accuracy: 0.954, Loss: 0.022 Epoch 22 Batch 103/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.026 Epoch 22 Batch 104/269 - Train Accuracy: 0.955, Validation Accuracy: 0.951, Loss: 0.023 Epoch 22 Batch 105/269 - Train Accuracy: 0.954, Validation Accuracy: 0.951, Loss: 0.023 Epoch 22 Batch 106/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.022 Epoch 22 Batch 107/269 - Train Accuracy: 0.952, Validation Accuracy: 0.950, Loss: 0.023 Epoch 22 Batch 108/269 - Train Accuracy: 0.960, Validation Accuracy: 0.948, Loss: 0.022 Epoch 22 Batch 109/269 - Train Accuracy: 0.939, Validation Accuracy: 0.952, Loss: 0.027 Epoch 22 Batch 110/269 - Train Accuracy: 0.946, Validation Accuracy: 0.950, Loss: 0.022 Epoch 22 Batch 111/269 - Train Accuracy: 0.949, Validation Accuracy: 0.945, Loss: 0.026 Epoch 22 Batch 112/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.026 Epoch 22 Batch 113/269 - Train Accuracy: 0.941, Validation Accuracy: 0.945, Loss: 0.024 Epoch 22 Batch 114/269 - Train Accuracy: 0.956, Validation Accuracy: 0.948, Loss: 0.025 Epoch 22 Batch 115/269 - Train Accuracy: 0.945, Validation Accuracy: 0.946, Loss: 0.026 Epoch 22 Batch 116/269 - Train Accuracy: 0.955, Validation Accuracy: 0.938, Loss: 0.024 Epoch 22 Batch 117/269 - Train Accuracy: 0.955, Validation Accuracy: 0.948, Loss: 0.022 Epoch 22 Batch 118/269 - Train Accuracy: 0.949, Validation Accuracy: 0.938, Loss: 0.022 Epoch 22 Batch 119/269 - Train Accuracy: 0.947, Validation Accuracy: 0.945, Loss: 0.025 Epoch 22 Batch 120/269 - Train Accuracy: 0.957, Validation Accuracy: 0.945, Loss: 0.023 Epoch 22 Batch 121/269 - Train Accuracy: 0.955, Validation Accuracy: 0.944, Loss: 0.020 Epoch 22 Batch 122/269 - Train Accuracy: 0.957, Validation Accuracy: 0.944, Loss: 0.023 Epoch 22 Batch 123/269 - Train Accuracy: 0.945, Validation Accuracy: 0.945, Loss: 0.024 Epoch 22 Batch 124/269 - Train Accuracy: 0.957, Validation Accuracy: 0.946, Loss: 0.021 Epoch 22 Batch 125/269 - Train Accuracy: 0.952, Validation Accuracy: 0.949, Loss: 0.021 Epoch 22 Batch 126/269 - Train Accuracy: 0.948, Validation Accuracy: 0.949, Loss: 0.021 Epoch 22 Batch 127/269 - Train Accuracy: 0.951, Validation Accuracy: 0.948, Loss: 0.022 Epoch 22 Batch 128/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.022 Epoch 22 Batch 129/269 - Train Accuracy: 0.943, Validation Accuracy: 0.949, Loss: 0.022 Epoch 22 Batch 130/269 - Train Accuracy: 0.952, Validation Accuracy: 0.949, Loss: 0.024 Epoch 22 Batch 131/269 - Train Accuracy: 0.950, Validation Accuracy: 0.951, Loss: 0.024 Epoch 22 Batch 132/269 - Train Accuracy: 0.938, Validation Accuracy: 0.952, Loss: 0.026 Epoch 22 Batch 133/269 - Train Accuracy: 0.950, Validation Accuracy: 0.952, Loss: 0.019 Epoch 22 Batch 134/269 - Train Accuracy: 0.947, Validation Accuracy: 0.951, Loss: 0.024 Epoch 22 Batch 135/269 - Train Accuracy: 0.954, Validation Accuracy: 0.947, Loss: 0.022 Epoch 22 Batch 136/269 - Train Accuracy: 0.948, Validation Accuracy: 0.949, Loss: 0.025 Epoch 22 Batch 137/269 - Train Accuracy: 0.943, Validation Accuracy: 0.952, Loss: 0.027 Epoch 22 Batch 138/269 - Train Accuracy: 0.953, Validation Accuracy: 0.951, Loss: 0.019 Epoch 22 Batch 139/269 - Train Accuracy: 0.956, Validation Accuracy: 0.951, Loss: 0.020 Epoch 22 Batch 140/269 - Train Accuracy: 0.953, Validation Accuracy: 0.955, Loss: 0.024 Epoch 22 Batch 141/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.023 Epoch 22 Batch 142/269 - Train Accuracy: 0.946, Validation Accuracy: 0.954, Loss: 0.023 Epoch 22 Batch 143/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.020 Epoch 22 Batch 144/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.019 Epoch 22 Batch 145/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.020 Epoch 22 Batch 146/269 - Train Accuracy: 0.941, Validation Accuracy: 0.948, Loss: 0.021 Epoch 22 Batch 147/269 - Train Accuracy: 0.950, Validation Accuracy: 0.948, Loss: 0.027 Epoch 22 Batch 148/269 - Train Accuracy: 0.952, Validation Accuracy: 0.954, Loss: 0.021 Epoch 22 Batch 149/269 - Train Accuracy: 0.947, Validation Accuracy: 0.949, Loss: 0.026 Epoch 22 Batch 150/269 - Train Accuracy: 0.958, Validation Accuracy: 0.948, Loss: 0.025 Epoch 22 Batch 151/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.026 Epoch 22 Batch 152/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.022 Epoch 22 Batch 153/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.021 Epoch 22 Batch 154/269 - Train Accuracy: 0.960, Validation Accuracy: 0.950, Loss: 0.022 Epoch 22 Batch 155/269 - Train Accuracy: 0.951, Validation Accuracy: 0.949, Loss: 0.021 Epoch 22 Batch 156/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.025 Epoch 22 Batch 157/269 - Train Accuracy: 0.951, Validation Accuracy: 0.956, Loss: 0.020 Epoch 22 Batch 158/269 - Train Accuracy: 0.944, Validation Accuracy: 0.951, Loss: 0.023 Epoch 22 Batch 159/269 - Train Accuracy: 0.957, Validation Accuracy: 0.949, Loss: 0.024 Epoch 22 Batch 160/269 - Train Accuracy: 0.959, Validation Accuracy: 0.950, Loss: 0.022 Epoch 22 Batch 161/269 - Train Accuracy: 0.950, Validation Accuracy: 0.950, Loss: 0.022 Epoch 22 Batch 162/269 - Train Accuracy: 0.954, Validation Accuracy: 0.952, Loss: 0.022 Epoch 22 Batch 163/269 - Train Accuracy: 0.953, Validation Accuracy: 0.958, Loss: 0.023 Epoch 22 Batch 164/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.021 Epoch 22 Batch 165/269 - Train Accuracy: 0.954, Validation Accuracy: 0.959, Loss: 0.022 Epoch 22 Batch 166/269 - Train Accuracy: 0.955, Validation Accuracy: 0.954, Loss: 0.022 Epoch 22 Batch 167/269 - Train Accuracy: 0.950, Validation Accuracy: 0.953, Loss: 0.023 Epoch 22 Batch 168/269 - Train Accuracy: 0.955, Validation Accuracy: 0.952, Loss: 0.023 Epoch 22 Batch 169/269 - Train Accuracy: 0.949, Validation Accuracy: 0.951, Loss: 0.021 Epoch 22 Batch 170/269 - Train Accuracy: 0.945, Validation Accuracy: 0.953, Loss: 0.024 Epoch 22 Batch 171/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.022 Epoch 22 Batch 172/269 - Train Accuracy: 0.951, Validation Accuracy: 0.956, Loss: 0.025 Epoch 22 Batch 173/269 - Train Accuracy: 0.947, Validation Accuracy: 0.945, Loss: 0.022 Epoch 22 Batch 174/269 - Train Accuracy: 0.961, Validation Accuracy: 0.945, Loss: 0.023 Epoch 22 Batch 175/269 - Train Accuracy: 0.949, Validation Accuracy: 0.947, Loss: 0.032 Epoch 22 Batch 176/269 - Train Accuracy: 0.940, Validation Accuracy: 0.946, Loss: 0.026 Epoch 22 Batch 177/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.024 Epoch 22 Batch 178/269 - Train Accuracy: 0.964, Validation Accuracy: 0.948, Loss: 0.020 Epoch 22 Batch 179/269 - Train Accuracy: 0.948, Validation Accuracy: 0.942, Loss: 0.022 Epoch 22 Batch 180/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.020 Epoch 22 Batch 181/269 - Train Accuracy: 0.948, Validation Accuracy: 0.949, Loss: 0.027 Epoch 22 Batch 182/269 - Train Accuracy: 0.953, Validation Accuracy: 0.951, Loss: 0.021 Epoch 22 Batch 183/269 - Train Accuracy: 0.954, Validation Accuracy: 0.953, Loss: 0.016 Epoch 22 Batch 184/269 - Train Accuracy: 0.953, Validation Accuracy: 0.954, Loss: 0.023 Epoch 22 Batch 185/269 - Train Accuracy: 0.964, Validation Accuracy: 0.951, Loss: 0.021 Epoch 22 Batch 186/269 - Train Accuracy: 0.947, Validation Accuracy: 0.950, Loss: 0.019 Epoch 22 Batch 187/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.021 Epoch 22 Batch 188/269 - Train Accuracy: 0.959, Validation Accuracy: 0.946, Loss: 0.019 Epoch 22 Batch 189/269 - Train Accuracy: 0.960, Validation Accuracy: 0.945, Loss: 0.021 Epoch 22 Batch 190/269 - Train Accuracy: 0.952, Validation Accuracy: 0.949, Loss: 0.025 Epoch 22 Batch 191/269 - Train Accuracy: 0.953, Validation Accuracy: 0.949, Loss: 0.021 Epoch 22 Batch 192/269 - Train Accuracy: 0.957, Validation Accuracy: 0.946, Loss: 0.021 Epoch 22 Batch 193/269 - Train Accuracy: 0.950, Validation Accuracy: 0.952, Loss: 0.020 Epoch 22 Batch 194/269 - Train Accuracy: 0.948, Validation Accuracy: 0.951, Loss: 0.021 Epoch 22 Batch 195/269 - Train Accuracy: 0.952, Validation Accuracy: 0.951, Loss: 0.020 Epoch 22 Batch 196/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.024 Epoch 22 Batch 197/269 - Train Accuracy: 0.956, Validation Accuracy: 0.954, Loss: 0.021 Epoch 22 Batch 198/269 - Train Accuracy: 0.951, Validation Accuracy: 0.950, Loss: 0.023 Epoch 22 Batch 199/269 - Train Accuracy: 0.953, Validation Accuracy: 0.955, Loss: 0.025 Epoch 22 Batch 200/269 - Train Accuracy: 0.969, Validation Accuracy: 0.947, Loss: 0.019 Epoch 22 Batch 201/269 - Train Accuracy: 0.952, Validation Accuracy: 0.946, Loss: 0.022 Epoch 22 Batch 202/269 - Train Accuracy: 0.955, Validation Accuracy: 0.951, Loss: 0.023 Epoch 22 Batch 203/269 - Train Accuracy: 0.954, Validation Accuracy: 0.952, Loss: 0.024 Epoch 22 Batch 204/269 - Train Accuracy: 0.958, Validation Accuracy: 0.948, Loss: 0.021 Epoch 22 Batch 205/269 - Train Accuracy: 0.955, Validation Accuracy: 0.956, Loss: 0.022 Epoch 22 Batch 206/269 - Train Accuracy: 0.952, Validation Accuracy: 0.953, Loss: 0.026 Epoch 22 Batch 207/269 - Train Accuracy: 0.943, Validation Accuracy: 0.947, Loss: 0.021 Epoch 22 Batch 208/269 - Train Accuracy: 0.952, Validation Accuracy: 0.949, Loss: 0.023 Epoch 22 Batch 209/269 - Train Accuracy: 0.955, Validation Accuracy: 0.953, Loss: 0.023 Epoch 22 Batch 210/269 - Train Accuracy: 0.956, Validation Accuracy: 0.954, Loss: 0.020 Epoch 22 Batch 211/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.024 Epoch 22 Batch 212/269 - Train Accuracy: 0.946, Validation Accuracy: 0.950, Loss: 0.027 Epoch 22 Batch 213/269 - Train Accuracy: 0.955, Validation Accuracy: 0.952, Loss: 0.023 Epoch 22 Batch 214/269 - Train Accuracy: 0.946, Validation Accuracy: 0.954, Loss: 0.023 Epoch 22 Batch 215/269 - Train Accuracy: 0.949, Validation Accuracy: 0.951, Loss: 0.023 Epoch 22 Batch 216/269 - Train Accuracy: 0.941, Validation Accuracy: 0.948, Loss: 0.033 Epoch 22 Batch 217/269 - Train Accuracy: 0.943, Validation Accuracy: 0.946, Loss: 0.025 Epoch 22 Batch 218/269 - Train Accuracy: 0.965, Validation Accuracy: 0.949, Loss: 0.020 Epoch 22 Batch 219/269 - Train Accuracy: 0.958, Validation Accuracy: 0.949, Loss: 0.021 Epoch 22 Batch 220/269 - Train Accuracy: 0.942, Validation Accuracy: 0.948, Loss: 0.025 Epoch 22 Batch 221/269 - Train Accuracy: 0.950, Validation Accuracy: 0.950, Loss: 0.022 Epoch 22 Batch 222/269 - Train Accuracy: 0.965, Validation Accuracy: 0.950, Loss: 0.019 Epoch 22 Batch 223/269 - Train Accuracy: 0.953, Validation Accuracy: 0.943, Loss: 0.019 Epoch 22 Batch 224/269 - Train Accuracy: 0.949, Validation Accuracy: 0.948, Loss: 0.028 Epoch 22 Batch 225/269 - Train Accuracy: 0.952, Validation Accuracy: 0.952, Loss: 0.021 Epoch 22 Batch 226/269 - Train Accuracy: 0.958, Validation Accuracy: 0.951, Loss: 0.023 Epoch 22 Batch 227/269 - Train Accuracy: 0.959, Validation Accuracy: 0.952, Loss: 0.031 Epoch 22 Batch 228/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.019 Epoch 22 Batch 229/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.019 Epoch 22 Batch 230/269 - Train Accuracy: 0.953, Validation Accuracy: 0.951, Loss: 0.021 Epoch 22 Batch 231/269 - Train Accuracy: 0.955, Validation Accuracy: 0.953, Loss: 0.021 Epoch 22 Batch 232/269 - Train Accuracy: 0.946, Validation Accuracy: 0.950, Loss: 0.022 Epoch 22 Batch 233/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.026 Epoch 22 Batch 234/269 - Train Accuracy: 0.955, Validation Accuracy: 0.956, Loss: 0.020 Epoch 22 Batch 235/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.017 Epoch 22 Batch 236/269 - Train Accuracy: 0.950, Validation Accuracy: 0.955, Loss: 0.020 Epoch 22 Batch 237/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.019 Epoch 22 Batch 238/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.022 Epoch 22 Batch 239/269 - Train Accuracy: 0.954, Validation Accuracy: 0.947, Loss: 0.021 Epoch 22 Batch 240/269 - Train Accuracy: 0.962, Validation Accuracy: 0.949, Loss: 0.020 Epoch 22 Batch 241/269 - Train Accuracy: 0.936, Validation Accuracy: 0.954, Loss: 0.026 Epoch 22 Batch 242/269 - Train Accuracy: 0.953, Validation Accuracy: 0.954, Loss: 0.022 Epoch 22 Batch 243/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.019 Epoch 22 Batch 244/269 - Train Accuracy: 0.953, Validation Accuracy: 0.954, Loss: 0.023 Epoch 22 Batch 245/269 - Train Accuracy: 0.950, Validation Accuracy: 0.955, Loss: 0.022 Epoch 22 Batch 246/269 - Train Accuracy: 0.949, Validation Accuracy: 0.953, Loss: 0.024 Epoch 22 Batch 247/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.022 Epoch 22 Batch 248/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.018 Epoch 22 Batch 249/269 - Train Accuracy: 0.957, Validation Accuracy: 0.948, Loss: 0.020 Epoch 22 Batch 250/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.020 Epoch 22 Batch 251/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.019 Epoch 22 Batch 252/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.016 Epoch 22 Batch 253/269 - Train Accuracy: 0.949, Validation Accuracy: 0.951, Loss: 0.022 Epoch 22 Batch 254/269 - Train Accuracy: 0.951, Validation Accuracy: 0.950, Loss: 0.021 Epoch 22 Batch 255/269 - Train Accuracy: 0.953, Validation Accuracy: 0.955, Loss: 0.024 Epoch 22 Batch 256/269 - Train Accuracy: 0.950, Validation Accuracy: 0.951, Loss: 0.021 Epoch 22 Batch 257/269 - Train Accuracy: 0.951, Validation Accuracy: 0.944, Loss: 0.023 Epoch 22 Batch 258/269 - Train Accuracy: 0.949, Validation Accuracy: 0.944, Loss: 0.022 Epoch 22 Batch 259/269 - Train Accuracy: 0.960, Validation Accuracy: 0.946, Loss: 0.022 Epoch 22 Batch 260/269 - Train Accuracy: 0.952, Validation Accuracy: 0.949, Loss: 0.024 Epoch 22 Batch 261/269 - Train Accuracy: 0.954, Validation Accuracy: 0.953, Loss: 0.021 Epoch 22 Batch 262/269 - Train Accuracy: 0.949, Validation Accuracy: 0.955, Loss: 0.023 Epoch 22 Batch 263/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.021 Epoch 22 Batch 264/269 - Train Accuracy: 0.939, Validation Accuracy: 0.955, Loss: 0.024 Epoch 22 Batch 265/269 - Train Accuracy: 0.954, Validation Accuracy: 0.956, Loss: 0.022 Epoch 22 Batch 266/269 - Train Accuracy: 0.956, Validation Accuracy: 0.952, Loss: 0.019 Epoch 22 Batch 267/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.023 Epoch 23 Batch 0/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.024 Epoch 23 Batch 1/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.020 Epoch 23 Batch 2/269 - Train Accuracy: 0.950, Validation Accuracy: 0.952, Loss: 0.023 Epoch 23 Batch 3/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.020 Epoch 23 Batch 4/269 - Train Accuracy: 0.953, Validation Accuracy: 0.956, Loss: 0.023 Epoch 23 Batch 5/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.022 Epoch 23 Batch 6/269 - Train Accuracy: 0.958, Validation Accuracy: 0.945, Loss: 0.020 Epoch 23 Batch 7/269 - Train Accuracy: 0.953, Validation Accuracy: 0.956, Loss: 0.021 Epoch 23 Batch 8/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.025 Epoch 23 Batch 9/269 - Train Accuracy: 0.947, Validation Accuracy: 0.956, Loss: 0.023 Epoch 23 Batch 10/269 - Train Accuracy: 0.953, Validation Accuracy: 0.950, Loss: 0.019 Epoch 23 Batch 11/269 - Train Accuracy: 0.957, Validation Accuracy: 0.948, Loss: 0.026 Epoch 23 Batch 12/269 - Train Accuracy: 0.953, Validation Accuracy: 0.950, Loss: 0.027 Epoch 23 Batch 13/269 - Train Accuracy: 0.953, Validation Accuracy: 0.945, Loss: 0.019 Epoch 23 Batch 14/269 - Train Accuracy: 0.950, Validation Accuracy: 0.947, Loss: 0.022 Epoch 23 Batch 15/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.016 Epoch 23 Batch 16/269 - Train Accuracy: 0.945, Validation Accuracy: 0.953, Loss: 0.027 Epoch 23 Batch 17/269 - Train Accuracy: 0.954, Validation Accuracy: 0.954, Loss: 0.017 Epoch 23 Batch 18/269 - Train Accuracy: 0.952, Validation Accuracy: 0.956, Loss: 0.022 Epoch 23 Batch 19/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.017 Epoch 23 Batch 20/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.020 Epoch 23 Batch 21/269 - Train Accuracy: 0.949, Validation Accuracy: 0.956, Loss: 0.025 Epoch 23 Batch 22/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.020 Epoch 23 Batch 23/269 - Train Accuracy: 0.947, Validation Accuracy: 0.951, Loss: 0.023 Epoch 23 Batch 24/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.019 Epoch 23 Batch 25/269 - Train Accuracy: 0.950, Validation Accuracy: 0.955, Loss: 0.023 Epoch 23 Batch 26/269 - Train Accuracy: 0.952, Validation Accuracy: 0.956, Loss: 0.021 Epoch 23 Batch 27/269 - Train Accuracy: 0.955, Validation Accuracy: 0.957, Loss: 0.019 Epoch 23 Batch 28/269 - Train Accuracy: 0.953, Validation Accuracy: 0.952, Loss: 0.023 Epoch 23 Batch 29/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.022 Epoch 23 Batch 30/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.022 Epoch 23 Batch 31/269 - Train Accuracy: 0.954, Validation Accuracy: 0.955, Loss: 0.021 Epoch 23 Batch 32/269 - Train Accuracy: 0.958, Validation Accuracy: 0.951, Loss: 0.019 Epoch 23 Batch 33/269 - Train Accuracy: 0.957, Validation Accuracy: 0.949, Loss: 0.018 Epoch 23 Batch 34/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.019 Epoch 23 Batch 35/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.028 Epoch 23 Batch 36/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.020 Epoch 23 Batch 37/269 - Train Accuracy: 0.954, Validation Accuracy: 0.954, Loss: 0.024 Epoch 23 Batch 38/269 - Train Accuracy: 0.950, Validation Accuracy: 0.954, Loss: 0.020 Epoch 23 Batch 39/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.020 Epoch 23 Batch 40/269 - Train Accuracy: 0.946, Validation Accuracy: 0.950, Loss: 0.024 Epoch 23 Batch 41/269 - Train Accuracy: 0.949, Validation Accuracy: 0.950, Loss: 0.023 Epoch 23 Batch 42/269 - Train Accuracy: 0.963, Validation Accuracy: 0.950, Loss: 0.019 Epoch 23 Batch 43/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.021 Epoch 23 Batch 44/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.021 Epoch 23 Batch 45/269 - Train Accuracy: 0.948, Validation Accuracy: 0.953, Loss: 0.024 Epoch 23 Batch 46/269 - Train Accuracy: 0.957, Validation Accuracy: 0.952, Loss: 0.018 Epoch 23 Batch 47/269 - Train Accuracy: 0.947, Validation Accuracy: 0.953, Loss: 0.020 Epoch 23 Batch 48/269 - Train Accuracy: 0.953, Validation Accuracy: 0.952, Loss: 0.021 Epoch 23 Batch 49/269 - Train Accuracy: 0.955, Validation Accuracy: 0.957, Loss: 0.019 Epoch 23 Batch 50/269 - Train Accuracy: 0.941, Validation Accuracy: 0.954, Loss: 0.026 Epoch 23 Batch 51/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.019 Epoch 23 Batch 52/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.016 Epoch 23 Batch 53/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.022 Epoch 23 Batch 54/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.018 Epoch 23 Batch 55/269 - Train Accuracy: 0.946, Validation Accuracy: 0.955, Loss: 0.023 Epoch 23 Batch 56/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.019 Epoch 23 Batch 57/269 - Train Accuracy: 0.958, Validation Accuracy: 0.955, Loss: 0.024 Epoch 23 Batch 58/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.021 Epoch 23 Batch 59/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.015 Epoch 23 Batch 60/269 - Train Accuracy: 0.953, Validation Accuracy: 0.956, Loss: 0.021 Epoch 23 Batch 61/269 - Train Accuracy: 0.953, Validation Accuracy: 0.959, Loss: 0.021 Epoch 23 Batch 62/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.023 Epoch 23 Batch 63/269 - Train Accuracy: 0.952, Validation Accuracy: 0.959, Loss: 0.026 Epoch 23 Batch 64/269 - Train Accuracy: 0.955, Validation Accuracy: 0.965, Loss: 0.018 Epoch 23 Batch 65/269 - Train Accuracy: 0.954, Validation Accuracy: 0.960, Loss: 0.019 Epoch 23 Batch 66/269 - Train Accuracy: 0.947, Validation Accuracy: 0.952, Loss: 0.023 Epoch 23 Batch 67/269 - Train Accuracy: 0.951, Validation Accuracy: 0.952, Loss: 0.026 Epoch 23 Batch 68/269 - Train Accuracy: 0.951, Validation Accuracy: 0.947, Loss: 0.024 Epoch 23 Batch 69/269 - Train Accuracy: 0.943, Validation Accuracy: 0.950, Loss: 0.026 Epoch 23 Batch 70/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.021 Epoch 23 Batch 71/269 - Train Accuracy: 0.956, Validation Accuracy: 0.958, Loss: 0.026 Epoch 23 Batch 72/269 - Train Accuracy: 0.952, Validation Accuracy: 0.958, Loss: 0.024 Epoch 23 Batch 73/269 - Train Accuracy: 0.952, Validation Accuracy: 0.953, Loss: 0.024 Epoch 23 Batch 74/269 - Train Accuracy: 0.967, Validation Accuracy: 0.946, Loss: 0.022 Epoch 23 Batch 75/269 - Train Accuracy: 0.949, Validation Accuracy: 0.953, Loss: 0.026 Epoch 23 Batch 76/269 - Train Accuracy: 0.954, Validation Accuracy: 0.953, Loss: 0.020 Epoch 23 Batch 77/269 - Train Accuracy: 0.957, Validation Accuracy: 0.960, Loss: 0.022 Epoch 23 Batch 78/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.020 Epoch 23 Batch 79/269 - Train Accuracy: 0.952, Validation Accuracy: 0.955, Loss: 0.024 Epoch 23 Batch 80/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.022 Epoch 23 Batch 81/269 - Train Accuracy: 0.953, Validation Accuracy: 0.946, Loss: 0.024 Epoch 23 Batch 82/269 - Train Accuracy: 0.964, Validation Accuracy: 0.943, Loss: 0.017 Epoch 23 Batch 83/269 - Train Accuracy: 0.943, Validation Accuracy: 0.949, Loss: 0.031 Epoch 23 Batch 84/269 - Train Accuracy: 0.953, Validation Accuracy: 0.946, Loss: 0.020 Epoch 23 Batch 85/269 - Train Accuracy: 0.953, Validation Accuracy: 0.953, Loss: 0.021 Epoch 23 Batch 86/269 - Train Accuracy: 0.958, Validation Accuracy: 0.948, Loss: 0.018 Epoch 23 Batch 87/269 - Train Accuracy: 0.945, Validation Accuracy: 0.945, Loss: 0.021 Epoch 23 Batch 88/269 - Train Accuracy: 0.954, Validation Accuracy: 0.955, Loss: 0.022 Epoch 23 Batch 89/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.019 Epoch 23 Batch 90/269 - Train Accuracy: 0.952, Validation Accuracy: 0.953, Loss: 0.022 Epoch 23 Batch 91/269 - Train Accuracy: 0.956, Validation Accuracy: 0.955, Loss: 0.021 Epoch 23 Batch 92/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.019 Epoch 23 Batch 93/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.020 Epoch 23 Batch 94/269 - Train Accuracy: 0.957, Validation Accuracy: 0.957, Loss: 0.025 Epoch 23 Batch 95/269 - Train Accuracy: 0.951, Validation Accuracy: 0.955, Loss: 0.021 Epoch 23 Batch 96/269 - Train Accuracy: 0.950, Validation Accuracy: 0.955, Loss: 0.024 Epoch 23 Batch 97/269 - Train Accuracy: 0.956, Validation Accuracy: 0.946, Loss: 0.023 Epoch 23 Batch 98/269 - Train Accuracy: 0.960, Validation Accuracy: 0.943, Loss: 0.025 Epoch 23 Batch 99/269 - Train Accuracy: 0.955, Validation Accuracy: 0.947, Loss: 0.021 Epoch 23 Batch 100/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.024 Epoch 23 Batch 101/269 - Train Accuracy: 0.946, Validation Accuracy: 0.958, Loss: 0.029 Epoch 23 Batch 102/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.020 Epoch 23 Batch 103/269 - Train Accuracy: 0.955, Validation Accuracy: 0.947, Loss: 0.025 Epoch 23 Batch 104/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.022 Epoch 23 Batch 105/269 - Train Accuracy: 0.956, Validation Accuracy: 0.953, Loss: 0.022 Epoch 23 Batch 106/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.020 Epoch 23 Batch 107/269 - Train Accuracy: 0.956, Validation Accuracy: 0.954, Loss: 0.022 Epoch 23 Batch 108/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.021 Epoch 23 Batch 109/269 - Train Accuracy: 0.941, Validation Accuracy: 0.948, Loss: 0.024 Epoch 23 Batch 110/269 - Train Accuracy: 0.950, Validation Accuracy: 0.945, Loss: 0.020 Epoch 23 Batch 111/269 - Train Accuracy: 0.951, Validation Accuracy: 0.948, Loss: 0.024 Epoch 23 Batch 112/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.024 Epoch 23 Batch 113/269 - Train Accuracy: 0.943, Validation Accuracy: 0.948, Loss: 0.023 Epoch 23 Batch 114/269 - Train Accuracy: 0.954, Validation Accuracy: 0.949, Loss: 0.022 Epoch 23 Batch 115/269 - Train Accuracy: 0.948, Validation Accuracy: 0.947, Loss: 0.025 Epoch 23 Batch 116/269 - Train Accuracy: 0.956, Validation Accuracy: 0.943, Loss: 0.022 Epoch 23 Batch 117/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.021 Epoch 23 Batch 118/269 - Train Accuracy: 0.953, Validation Accuracy: 0.944, Loss: 0.020 Epoch 23 Batch 119/269 - Train Accuracy: 0.950, Validation Accuracy: 0.947, Loss: 0.023 Epoch 23 Batch 120/269 - Train Accuracy: 0.958, Validation Accuracy: 0.949, Loss: 0.022 Epoch 23 Batch 121/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.019 Epoch 23 Batch 122/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.022 Epoch 23 Batch 123/269 - Train Accuracy: 0.950, Validation Accuracy: 0.951, Loss: 0.023 Epoch 23 Batch 124/269 - Train Accuracy: 0.959, Validation Accuracy: 0.952, Loss: 0.019 Epoch 23 Batch 125/269 - Train Accuracy: 0.953, Validation Accuracy: 0.952, Loss: 0.020 Epoch 23 Batch 126/269 - Train Accuracy: 0.948, Validation Accuracy: 0.949, Loss: 0.020 Epoch 23 Batch 127/269 - Train Accuracy: 0.952, Validation Accuracy: 0.951, Loss: 0.021 Epoch 23 Batch 128/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.020 Epoch 23 Batch 129/269 - Train Accuracy: 0.941, Validation Accuracy: 0.950, Loss: 0.021 Epoch 23 Batch 130/269 - Train Accuracy: 0.955, Validation Accuracy: 0.948, Loss: 0.023 Epoch 23 Batch 131/269 - Train Accuracy: 0.953, Validation Accuracy: 0.949, Loss: 0.022 Epoch 23 Batch 132/269 - Train Accuracy: 0.940, Validation Accuracy: 0.951, Loss: 0.025 Epoch 23 Batch 133/269 - Train Accuracy: 0.954, Validation Accuracy: 0.955, Loss: 0.019 Epoch 23 Batch 134/269 - Train Accuracy: 0.948, Validation Accuracy: 0.950, Loss: 0.022 Epoch 23 Batch 135/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.020 Epoch 23 Batch 136/269 - Train Accuracy: 0.946, Validation Accuracy: 0.950, Loss: 0.023 Epoch 23 Batch 137/269 - Train Accuracy: 0.951, Validation Accuracy: 0.951, Loss: 0.024 Epoch 23 Batch 138/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.017 Epoch 23 Batch 139/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.019 Epoch 23 Batch 140/269 - Train Accuracy: 0.952, Validation Accuracy: 0.956, Loss: 0.023 Epoch 23 Batch 141/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.021 Epoch 23 Batch 142/269 - Train Accuracy: 0.946, Validation Accuracy: 0.957, Loss: 0.021 Epoch 23 Batch 143/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.018 Epoch 23 Batch 144/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.018 Epoch 23 Batch 145/269 - Train Accuracy: 0.964, Validation Accuracy: 0.951, Loss: 0.019 Epoch 23 Batch 146/269 - Train Accuracy: 0.942, Validation Accuracy: 0.949, Loss: 0.019 Epoch 23 Batch 147/269 - Train Accuracy: 0.954, Validation Accuracy: 0.953, Loss: 0.026 Epoch 23 Batch 148/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.020 Epoch 23 Batch 149/269 - Train Accuracy: 0.949, Validation Accuracy: 0.948, Loss: 0.024 Epoch 23 Batch 150/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.025 Epoch 23 Batch 151/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.024 Epoch 23 Batch 152/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.021 Epoch 23 Batch 153/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.020 Epoch 23 Batch 154/269 - Train Accuracy: 0.965, Validation Accuracy: 0.952, Loss: 0.021 Epoch 23 Batch 155/269 - Train Accuracy: 0.952, Validation Accuracy: 0.946, Loss: 0.019 Epoch 23 Batch 156/269 - Train Accuracy: 0.957, Validation Accuracy: 0.952, Loss: 0.025 Epoch 23 Batch 157/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.018 Epoch 23 Batch 158/269 - Train Accuracy: 0.947, Validation Accuracy: 0.952, Loss: 0.022 Epoch 23 Batch 159/269 - Train Accuracy: 0.959, Validation Accuracy: 0.952, Loss: 0.022 Epoch 23 Batch 160/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.020 Epoch 23 Batch 161/269 - Train Accuracy: 0.953, Validation Accuracy: 0.949, Loss: 0.020 Epoch 23 Batch 162/269 - Train Accuracy: 0.956, Validation Accuracy: 0.954, Loss: 0.021 Epoch 23 Batch 163/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.021 Epoch 23 Batch 164/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.020 Epoch 23 Batch 165/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.020 Epoch 23 Batch 166/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.021 Epoch 23 Batch 167/269 - Train Accuracy: 0.949, Validation Accuracy: 0.953, Loss: 0.022 Epoch 23 Batch 168/269 - Train Accuracy: 0.951, Validation Accuracy: 0.952, Loss: 0.022 Epoch 23 Batch 169/269 - Train Accuracy: 0.951, Validation Accuracy: 0.951, Loss: 0.019 Epoch 23 Batch 170/269 - Train Accuracy: 0.946, Validation Accuracy: 0.953, Loss: 0.022 Epoch 23 Batch 171/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.020 Epoch 23 Batch 172/269 - Train Accuracy: 0.953, Validation Accuracy: 0.956, Loss: 0.024 Epoch 23 Batch 173/269 - Train Accuracy: 0.949, Validation Accuracy: 0.951, Loss: 0.021 Epoch 23 Batch 174/269 - Train Accuracy: 0.959, Validation Accuracy: 0.948, Loss: 0.022 Epoch 23 Batch 175/269 - Train Accuracy: 0.952, Validation Accuracy: 0.949, Loss: 0.030 Epoch 23 Batch 176/269 - Train Accuracy: 0.946, Validation Accuracy: 0.947, Loss: 0.025 Epoch 23 Batch 177/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.022 Epoch 23 Batch 178/269 - Train Accuracy: 0.964, Validation Accuracy: 0.948, Loss: 0.019 Epoch 23 Batch 179/269 - Train Accuracy: 0.949, Validation Accuracy: 0.944, Loss: 0.020 Epoch 23 Batch 180/269 - Train Accuracy: 0.961, Validation Accuracy: 0.950, Loss: 0.019 Epoch 23 Batch 181/269 - Train Accuracy: 0.952, Validation Accuracy: 0.952, Loss: 0.026 Epoch 23 Batch 182/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.020 Epoch 23 Batch 183/269 - Train Accuracy: 0.956, Validation Accuracy: 0.953, Loss: 0.015 Epoch 23 Batch 184/269 - Train Accuracy: 0.952, Validation Accuracy: 0.953, Loss: 0.021 Epoch 23 Batch 185/269 - Train Accuracy: 0.966, Validation Accuracy: 0.950, Loss: 0.020 Epoch 23 Batch 186/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.018 Epoch 23 Batch 187/269 - Train Accuracy: 0.950, Validation Accuracy: 0.954, Loss: 0.019 Epoch 23 Batch 188/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.018 Epoch 23 Batch 189/269 - Train Accuracy: 0.962, Validation Accuracy: 0.943, Loss: 0.020 Epoch 23 Batch 190/269 - Train Accuracy: 0.956, Validation Accuracy: 0.947, Loss: 0.024 Epoch 23 Batch 191/269 - Train Accuracy: 0.955, Validation Accuracy: 0.952, Loss: 0.020 Epoch 23 Batch 192/269 - Train Accuracy: 0.956, Validation Accuracy: 0.946, Loss: 0.020 Epoch 23 Batch 193/269 - Train Accuracy: 0.950, Validation Accuracy: 0.955, Loss: 0.019 Epoch 23 Batch 194/269 - Train Accuracy: 0.953, Validation Accuracy: 0.951, Loss: 0.020 Epoch 23 Batch 195/269 - Train Accuracy: 0.952, Validation Accuracy: 0.952, Loss: 0.018 Epoch 23 Batch 196/269 - Train Accuracy: 0.959, Validation Accuracy: 0.949, Loss: 0.022 Epoch 23 Batch 197/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.020 Epoch 23 Batch 198/269 - Train Accuracy: 0.954, Validation Accuracy: 0.951, Loss: 0.021 Epoch 23 Batch 199/269 - Train Accuracy: 0.953, Validation Accuracy: 0.956, Loss: 0.023 Epoch 23 Batch 200/269 - Train Accuracy: 0.971, Validation Accuracy: 0.951, Loss: 0.018 Epoch 23 Batch 201/269 - Train Accuracy: 0.953, Validation Accuracy: 0.946, Loss: 0.021 Epoch 23 Batch 202/269 - Train Accuracy: 0.958, Validation Accuracy: 0.949, Loss: 0.021 Epoch 23 Batch 203/269 - Train Accuracy: 0.956, Validation Accuracy: 0.956, Loss: 0.022 Epoch 23 Batch 204/269 - Train Accuracy: 0.957, Validation Accuracy: 0.948, Loss: 0.019 Epoch 23 Batch 205/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.021 Epoch 23 Batch 206/269 - Train Accuracy: 0.952, Validation Accuracy: 0.954, Loss: 0.024 Epoch 23 Batch 207/269 - Train Accuracy: 0.943, Validation Accuracy: 0.952, Loss: 0.020 Epoch 23 Batch 208/269 - Train Accuracy: 0.957, Validation Accuracy: 0.952, Loss: 0.021 Epoch 23 Batch 209/269 - Train Accuracy: 0.950, Validation Accuracy: 0.955, Loss: 0.022 Epoch 23 Batch 210/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.019 Epoch 23 Batch 211/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.022 Epoch 23 Batch 212/269 - Train Accuracy: 0.951, Validation Accuracy: 0.956, Loss: 0.026 Epoch 23 Batch 213/269 - Train Accuracy: 0.952, Validation Accuracy: 0.953, Loss: 0.021 Epoch 23 Batch 214/269 - Train Accuracy: 0.951, Validation Accuracy: 0.955, Loss: 0.022 Epoch 23 Batch 215/269 - Train Accuracy: 0.953, Validation Accuracy: 0.954, Loss: 0.022 Epoch 23 Batch 216/269 - Train Accuracy: 0.942, Validation Accuracy: 0.949, Loss: 0.030 Epoch 23 Batch 217/269 - Train Accuracy: 0.947, Validation Accuracy: 0.949, Loss: 0.023 Epoch 23 Batch 218/269 - Train Accuracy: 0.970, Validation Accuracy: 0.950, Loss: 0.018 Epoch 23 Batch 219/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.020 Epoch 23 Batch 220/269 - Train Accuracy: 0.943, Validation Accuracy: 0.947, Loss: 0.023 Epoch 23 Batch 221/269 - Train Accuracy: 0.947, Validation Accuracy: 0.952, Loss: 0.021 Epoch 23 Batch 222/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.017 Epoch 23 Batch 223/269 - Train Accuracy: 0.955, Validation Accuracy: 0.942, Loss: 0.017 Epoch 23 Batch 224/269 - Train Accuracy: 0.948, Validation Accuracy: 0.950, Loss: 0.026 Epoch 23 Batch 225/269 - Train Accuracy: 0.954, Validation Accuracy: 0.951, Loss: 0.020 Epoch 23 Batch 226/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.020 Epoch 23 Batch 227/269 - Train Accuracy: 0.959, Validation Accuracy: 0.952, Loss: 0.029 Epoch 23 Batch 228/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.017 Epoch 23 Batch 229/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.019 Epoch 23 Batch 230/269 - Train Accuracy: 0.955, Validation Accuracy: 0.953, Loss: 0.019 Epoch 23 Batch 231/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.020 Epoch 23 Batch 232/269 - Train Accuracy: 0.952, Validation Accuracy: 0.952, Loss: 0.020 Epoch 23 Batch 233/269 - Train Accuracy: 0.959, Validation Accuracy: 0.952, Loss: 0.024 Epoch 23 Batch 234/269 - Train Accuracy: 0.955, Validation Accuracy: 0.956, Loss: 0.019 Epoch 23 Batch 235/269 - Train Accuracy: 0.975, Validation Accuracy: 0.957, Loss: 0.015 Epoch 23 Batch 236/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.018 Epoch 23 Batch 237/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.018 Epoch 23 Batch 238/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.020 Epoch 23 Batch 239/269 - Train Accuracy: 0.959, Validation Accuracy: 0.952, Loss: 0.019 Epoch 23 Batch 240/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.019 Epoch 23 Batch 241/269 - Train Accuracy: 0.942, Validation Accuracy: 0.957, Loss: 0.023 Epoch 23 Batch 242/269 - Train Accuracy: 0.957, Validation Accuracy: 0.957, Loss: 0.021 Epoch 23 Batch 243/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.017 Epoch 23 Batch 244/269 - Train Accuracy: 0.956, Validation Accuracy: 0.955, Loss: 0.021 Epoch 23 Batch 245/269 - Train Accuracy: 0.955, Validation Accuracy: 0.956, Loss: 0.020 Epoch 23 Batch 246/269 - Train Accuracy: 0.948, Validation Accuracy: 0.957, Loss: 0.022 Epoch 23 Batch 247/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.020 Epoch 23 Batch 248/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.017 Epoch 23 Batch 249/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.019 Epoch 23 Batch 250/269 - Train Accuracy: 0.956, Validation Accuracy: 0.951, Loss: 0.019 Epoch 23 Batch 251/269 - Train Accuracy: 0.963, Validation Accuracy: 0.951, Loss: 0.018 Epoch 23 Batch 252/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.015 Epoch 23 Batch 253/269 - Train Accuracy: 0.953, Validation Accuracy: 0.952, Loss: 0.021 Epoch 23 Batch 254/269 - Train Accuracy: 0.954, Validation Accuracy: 0.954, Loss: 0.020 Epoch 23 Batch 255/269 - Train Accuracy: 0.957, Validation Accuracy: 0.957, Loss: 0.023 Epoch 23 Batch 256/269 - Train Accuracy: 0.951, Validation Accuracy: 0.957, Loss: 0.019 Epoch 23 Batch 257/269 - Train Accuracy: 0.957, Validation Accuracy: 0.951, Loss: 0.021 Epoch 23 Batch 258/269 - Train Accuracy: 0.949, Validation Accuracy: 0.954, Loss: 0.021 Epoch 23 Batch 259/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.021 Epoch 23 Batch 260/269 - Train Accuracy: 0.954, Validation Accuracy: 0.952, Loss: 0.022 Epoch 23 Batch 261/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.020 Epoch 23 Batch 262/269 - Train Accuracy: 0.953, Validation Accuracy: 0.956, Loss: 0.021 Epoch 23 Batch 263/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.019 Epoch 23 Batch 264/269 - Train Accuracy: 0.944, Validation Accuracy: 0.956, Loss: 0.022 Epoch 23 Batch 265/269 - Train Accuracy: 0.953, Validation Accuracy: 0.960, Loss: 0.021 Epoch 23 Batch 266/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.017 Epoch 23 Batch 267/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.020 Epoch 24 Batch 0/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.023 Epoch 24 Batch 1/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.019 Epoch 24 Batch 2/269 - Train Accuracy: 0.953, Validation Accuracy: 0.959, Loss: 0.020 Epoch 24 Batch 3/269 - Train Accuracy: 0.958, Validation Accuracy: 0.960, Loss: 0.018 Epoch 24 Batch 4/269 - Train Accuracy: 0.953, Validation Accuracy: 0.958, Loss: 0.021 Epoch 24 Batch 5/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.020 Epoch 24 Batch 6/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.018 Epoch 24 Batch 7/269 - Train Accuracy: 0.955, Validation Accuracy: 0.956, Loss: 0.020 Epoch 24 Batch 8/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.024 Epoch 24 Batch 9/269 - Train Accuracy: 0.952, Validation Accuracy: 0.957, Loss: 0.022 Epoch 24 Batch 10/269 - Train Accuracy: 0.952, Validation Accuracy: 0.951, Loss: 0.018 Epoch 24 Batch 11/269 - Train Accuracy: 0.959, Validation Accuracy: 0.949, Loss: 0.023 Epoch 24 Batch 12/269 - Train Accuracy: 0.954, Validation Accuracy: 0.952, Loss: 0.025 Epoch 24 Batch 13/269 - Train Accuracy: 0.956, Validation Accuracy: 0.944, Loss: 0.018 Epoch 24 Batch 14/269 - Train Accuracy: 0.951, Validation Accuracy: 0.954, Loss: 0.021 Epoch 24 Batch 15/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.015 Epoch 24 Batch 16/269 - Train Accuracy: 0.947, Validation Accuracy: 0.952, Loss: 0.025 Epoch 24 Batch 17/269 - Train Accuracy: 0.955, Validation Accuracy: 0.954, Loss: 0.016 Epoch 24 Batch 18/269 - Train Accuracy: 0.954, Validation Accuracy: 0.958, Loss: 0.021 Epoch 24 Batch 19/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.016 Epoch 24 Batch 20/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.018 Epoch 24 Batch 21/269 - Train Accuracy: 0.944, Validation Accuracy: 0.952, Loss: 0.023 Epoch 24 Batch 22/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.020 Epoch 24 Batch 23/269 - Train Accuracy: 0.952, Validation Accuracy: 0.955, Loss: 0.022 Epoch 24 Batch 24/269 - Train Accuracy: 0.956, Validation Accuracy: 0.953, Loss: 0.018 Epoch 24 Batch 25/269 - Train Accuracy: 0.950, Validation Accuracy: 0.954, Loss: 0.022 Epoch 24 Batch 26/269 - Train Accuracy: 0.951, Validation Accuracy: 0.955, Loss: 0.019 Epoch 24 Batch 27/269 - Train Accuracy: 0.955, Validation Accuracy: 0.958, Loss: 0.017 Epoch 24 Batch 28/269 - Train Accuracy: 0.955, Validation Accuracy: 0.957, Loss: 0.021 Epoch 24 Batch 29/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.020 Epoch 24 Batch 30/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.020 Epoch 24 Batch 31/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.020 Epoch 24 Batch 32/269 - Train Accuracy: 0.956, Validation Accuracy: 0.956, Loss: 0.018 Epoch 24 Batch 33/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.017 Epoch 24 Batch 34/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.018 Epoch 24 Batch 35/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.026 Epoch 24 Batch 36/269 - Train Accuracy: 0.956, Validation Accuracy: 0.954, Loss: 0.019 Epoch 24 Batch 37/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.022 Epoch 24 Batch 38/269 - Train Accuracy: 0.951, Validation Accuracy: 0.955, Loss: 0.018 Epoch 24 Batch 39/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.019 Epoch 24 Batch 40/269 - Train Accuracy: 0.950, Validation Accuracy: 0.953, Loss: 0.023 Epoch 24 Batch 41/269 - Train Accuracy: 0.952, Validation Accuracy: 0.948, Loss: 0.022 Epoch 24 Batch 42/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.017 Epoch 24 Batch 43/269 - Train Accuracy: 0.956, Validation Accuracy: 0.955, Loss: 0.021 Epoch 24 Batch 44/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.020 Epoch 24 Batch 45/269 - Train Accuracy: 0.946, Validation Accuracy: 0.954, Loss: 0.023 Epoch 24 Batch 46/269 - Train Accuracy: 0.957, Validation Accuracy: 0.952, Loss: 0.016 Epoch 24 Batch 47/269 - Train Accuracy: 0.952, Validation Accuracy: 0.957, Loss: 0.018 Epoch 24 Batch 48/269 - Train Accuracy: 0.954, Validation Accuracy: 0.959, Loss: 0.019 Epoch 24 Batch 49/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.017 Epoch 24 Batch 50/269 - Train Accuracy: 0.946, Validation Accuracy: 0.955, Loss: 0.025 Epoch 24 Batch 51/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.018 Epoch 24 Batch 52/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.015 Epoch 24 Batch 53/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.021 Epoch 24 Batch 54/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.017 Epoch 24 Batch 55/269 - Train Accuracy: 0.954, Validation Accuracy: 0.955, Loss: 0.020 Epoch 24 Batch 56/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.017 Epoch 24 Batch 57/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.023 Epoch 24 Batch 58/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.020 Epoch 24 Batch 59/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.014 Epoch 24 Batch 60/269 - Train Accuracy: 0.952, Validation Accuracy: 0.953, Loss: 0.019 Epoch 24 Batch 61/269 - Train Accuracy: 0.956, Validation Accuracy: 0.960, Loss: 0.020 Epoch 24 Batch 62/269 - Train Accuracy: 0.957, Validation Accuracy: 0.960, Loss: 0.021 Epoch 24 Batch 63/269 - Train Accuracy: 0.955, Validation Accuracy: 0.963, Loss: 0.025 Epoch 24 Batch 64/269 - Train Accuracy: 0.959, Validation Accuracy: 0.964, Loss: 0.018 Epoch 24 Batch 65/269 - Train Accuracy: 0.953, Validation Accuracy: 0.960, Loss: 0.018 Epoch 24 Batch 66/269 - Train Accuracy: 0.952, Validation Accuracy: 0.956, Loss: 0.021 Epoch 24 Batch 67/269 - Train Accuracy: 0.956, Validation Accuracy: 0.956, Loss: 0.025 Epoch 24 Batch 68/269 - Train Accuracy: 0.957, Validation Accuracy: 0.949, Loss: 0.022 Epoch 24 Batch 69/269 - Train Accuracy: 0.945, Validation Accuracy: 0.953, Loss: 0.024 Epoch 24 Batch 70/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.019 Epoch 24 Batch 71/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.025 Epoch 24 Batch 72/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.022 Epoch 24 Batch 73/269 - Train Accuracy: 0.955, Validation Accuracy: 0.953, Loss: 0.023 Epoch 24 Batch 74/269 - Train Accuracy: 0.964, Validation Accuracy: 0.944, Loss: 0.021 Epoch 24 Batch 75/269 - Train Accuracy: 0.948, Validation Accuracy: 0.953, Loss: 0.025 Epoch 24 Batch 76/269 - Train Accuracy: 0.955, Validation Accuracy: 0.956, Loss: 0.018 Epoch 24 Batch 77/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.020 Epoch 24 Batch 78/269 - Train Accuracy: 0.964, Validation Accuracy: 0.952, Loss: 0.018 Epoch 24 Batch 79/269 - Train Accuracy: 0.956, Validation Accuracy: 0.956, Loss: 0.022 Epoch 24 Batch 80/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.020 Epoch 24 Batch 81/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.022 Epoch 24 Batch 82/269 - Train Accuracy: 0.962, Validation Accuracy: 0.946, Loss: 0.016 Epoch 24 Batch 83/269 - Train Accuracy: 0.949, Validation Accuracy: 0.949, Loss: 0.028 Epoch 24 Batch 84/269 - Train Accuracy: 0.953, Validation Accuracy: 0.948, Loss: 0.019 Epoch 24 Batch 85/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.019 Epoch 24 Batch 86/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.017 Epoch 24 Batch 87/269 - Train Accuracy: 0.949, Validation Accuracy: 0.948, Loss: 0.019 Epoch 24 Batch 88/269 - Train Accuracy: 0.956, Validation Accuracy: 0.958, Loss: 0.020 Epoch 24 Batch 89/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.018 Epoch 24 Batch 90/269 - Train Accuracy: 0.954, Validation Accuracy: 0.957, Loss: 0.020 Epoch 24 Batch 91/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.019 Epoch 24 Batch 92/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.017 Epoch 24 Batch 93/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.018 Epoch 24 Batch 94/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.023 Epoch 24 Batch 95/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.020 Epoch 24 Batch 96/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.022 Epoch 24 Batch 97/269 - Train Accuracy: 0.957, Validation Accuracy: 0.948, Loss: 0.021 Epoch 24 Batch 98/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.022 Epoch 24 Batch 99/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.019 Epoch 24 Batch 100/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.022 Epoch 24 Batch 101/269 - Train Accuracy: 0.953, Validation Accuracy: 0.953, Loss: 0.026 Epoch 24 Batch 102/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.018 Epoch 24 Batch 103/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.021 Epoch 24 Batch 104/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.020 Epoch 24 Batch 105/269 - Train Accuracy: 0.957, Validation Accuracy: 0.957, Loss: 0.019 Epoch 24 Batch 106/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.018 Epoch 24 Batch 107/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.020 Epoch 24 Batch 108/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.018 Epoch 24 Batch 109/269 - Train Accuracy: 0.945, Validation Accuracy: 0.952, Loss: 0.024 Epoch 24 Batch 110/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.019 Epoch 24 Batch 111/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.022 Epoch 24 Batch 112/269 - Train Accuracy: 0.957, Validation Accuracy: 0.952, Loss: 0.022 Epoch 24 Batch 113/269 - Train Accuracy: 0.947, Validation Accuracy: 0.949, Loss: 0.022 Epoch 24 Batch 114/269 - Train Accuracy: 0.958, Validation Accuracy: 0.955, Loss: 0.021 Epoch 24 Batch 115/269 - Train Accuracy: 0.950, Validation Accuracy: 0.952, Loss: 0.023 Epoch 24 Batch 116/269 - Train Accuracy: 0.956, Validation Accuracy: 0.947, Loss: 0.021 Epoch 24 Batch 117/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.020 Epoch 24 Batch 118/269 - Train Accuracy: 0.952, Validation Accuracy: 0.944, Loss: 0.019 Epoch 24 Batch 119/269 - Train Accuracy: 0.954, Validation Accuracy: 0.954, Loss: 0.021 Epoch 24 Batch 120/269 - Train Accuracy: 0.956, Validation Accuracy: 0.952, Loss: 0.021 Epoch 24 Batch 121/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.018 Epoch 24 Batch 122/269 - Train Accuracy: 0.955, Validation Accuracy: 0.953, Loss: 0.021 Epoch 24 Batch 123/269 - Train Accuracy: 0.949, Validation Accuracy: 0.952, Loss: 0.022 Epoch 24 Batch 124/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.018 Epoch 24 Batch 125/269 - Train Accuracy: 0.956, Validation Accuracy: 0.953, Loss: 0.019 Epoch 24 Batch 126/269 - Train Accuracy: 0.950, Validation Accuracy: 0.954, Loss: 0.019 Epoch 24 Batch 127/269 - Train Accuracy: 0.952, Validation Accuracy: 0.951, Loss: 0.019 Epoch 24 Batch 128/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.020 Epoch 24 Batch 129/269 - Train Accuracy: 0.942, Validation Accuracy: 0.951, Loss: 0.021 Epoch 24 Batch 130/269 - Train Accuracy: 0.956, Validation Accuracy: 0.952, Loss: 0.022 Epoch 24 Batch 131/269 - Train Accuracy: 0.954, Validation Accuracy: 0.952, Loss: 0.022 Epoch 24 Batch 132/269 - Train Accuracy: 0.941, Validation Accuracy: 0.953, Loss: 0.023 Epoch 24 Batch 133/269 - Train Accuracy: 0.954, Validation Accuracy: 0.954, Loss: 0.018 Epoch 24 Batch 134/269 - Train Accuracy: 0.953, Validation Accuracy: 0.950, Loss: 0.020 Epoch 24 Batch 135/269 - Train Accuracy: 0.963, Validation Accuracy: 0.951, Loss: 0.019 Epoch 24 Batch 136/269 - Train Accuracy: 0.949, Validation Accuracy: 0.955, Loss: 0.022 Epoch 24 Batch 137/269 - Train Accuracy: 0.949, Validation Accuracy: 0.953, Loss: 0.024 Epoch 24 Batch 138/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.016 Epoch 24 Batch 139/269 - Train Accuracy: 0.953, Validation Accuracy: 0.956, Loss: 0.018 Epoch 24 Batch 140/269 - Train Accuracy: 0.952, Validation Accuracy: 0.956, Loss: 0.021 Epoch 24 Batch 141/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.020 Epoch 24 Batch 142/269 - Train Accuracy: 0.947, Validation Accuracy: 0.957, Loss: 0.020 Epoch 24 Batch 143/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.017 Epoch 24 Batch 144/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.017 Epoch 24 Batch 145/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.017 Epoch 24 Batch 146/269 - Train Accuracy: 0.946, Validation Accuracy: 0.951, Loss: 0.017 Epoch 24 Batch 147/269 - Train Accuracy: 0.953, Validation Accuracy: 0.949, Loss: 0.024 Epoch 24 Batch 148/269 - Train Accuracy: 0.963, Validation Accuracy: 0.951, Loss: 0.019 Epoch 24 Batch 149/269 - Train Accuracy: 0.949, Validation Accuracy: 0.951, Loss: 0.022 Epoch 24 Batch 150/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.023 Epoch 24 Batch 151/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.023 Epoch 24 Batch 152/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.019 Epoch 24 Batch 153/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.018 Epoch 24 Batch 154/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.019 Epoch 24 Batch 155/269 - Train Accuracy: 0.953, Validation Accuracy: 0.948, Loss: 0.018 Epoch 24 Batch 156/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.024 Epoch 24 Batch 157/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.017 Epoch 24 Batch 158/269 - Train Accuracy: 0.949, Validation Accuracy: 0.956, Loss: 0.022 Epoch 24 Batch 159/269 - Train Accuracy: 0.956, Validation Accuracy: 0.955, Loss: 0.021 Epoch 24 Batch 160/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.020 Epoch 24 Batch 161/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.019 Epoch 24 Batch 162/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.021 Epoch 24 Batch 163/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.021 Epoch 24 Batch 164/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.019 Epoch 24 Batch 165/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.019 Epoch 24 Batch 166/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.020 Epoch 24 Batch 167/269 - Train Accuracy: 0.952, Validation Accuracy: 0.951, Loss: 0.021 Epoch 24 Batch 168/269 - Train Accuracy: 0.956, Validation Accuracy: 0.953, Loss: 0.020 Epoch 24 Batch 169/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.020 Epoch 24 Batch 170/269 - Train Accuracy: 0.949, Validation Accuracy: 0.954, Loss: 0.021 Epoch 24 Batch 171/269 - Train Accuracy: 0.955, Validation Accuracy: 0.948, Loss: 0.027 Epoch 24 Batch 172/269 - Train Accuracy: 0.953, Validation Accuracy: 0.955, Loss: 0.030 Epoch 24 Batch 173/269 - Train Accuracy: 0.950, Validation Accuracy: 0.951, Loss: 0.024 Epoch 24 Batch 174/269 - Train Accuracy: 0.960, Validation Accuracy: 0.948, Loss: 0.021 Epoch 24 Batch 175/269 - Train Accuracy: 0.954, Validation Accuracy: 0.949, Loss: 0.031 Epoch 24 Batch 176/269 - Train Accuracy: 0.944, Validation Accuracy: 0.947, Loss: 0.024 Epoch 24 Batch 177/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.022 Epoch 24 Batch 178/269 - Train Accuracy: 0.963, Validation Accuracy: 0.948, Loss: 0.020 Epoch 24 Batch 179/269 - Train Accuracy: 0.951, Validation Accuracy: 0.938, Loss: 0.020 Epoch 24 Batch 180/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.021 Epoch 24 Batch 181/269 - Train Accuracy: 0.948, Validation Accuracy: 0.950, Loss: 0.023 Epoch 24 Batch 182/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.021 Epoch 24 Batch 183/269 - Train Accuracy: 0.956, Validation Accuracy: 0.952, Loss: 0.015 Epoch 24 Batch 184/269 - Train Accuracy: 0.950, Validation Accuracy: 0.949, Loss: 0.020 Epoch 24 Batch 185/269 - Train Accuracy: 0.963, Validation Accuracy: 0.949, Loss: 0.019 Epoch 24 Batch 186/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.017 Epoch 24 Batch 187/269 - Train Accuracy: 0.954, Validation Accuracy: 0.949, Loss: 0.018 Epoch 24 Batch 188/269 - Train Accuracy: 0.955, Validation Accuracy: 0.946, Loss: 0.018 Epoch 24 Batch 189/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.021 Epoch 24 Batch 190/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.023 Epoch 24 Batch 191/269 - Train Accuracy: 0.952, Validation Accuracy: 0.947, Loss: 0.019 Epoch 24 Batch 192/269 - Train Accuracy: 0.954, Validation Accuracy: 0.952, Loss: 0.019 Epoch 24 Batch 193/269 - Train Accuracy: 0.956, Validation Accuracy: 0.953, Loss: 0.019 Epoch 24 Batch 194/269 - Train Accuracy: 0.953, Validation Accuracy: 0.956, Loss: 0.019 Epoch 24 Batch 195/269 - Train Accuracy: 0.957, Validation Accuracy: 0.951, Loss: 0.017 Epoch 24 Batch 196/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.020 Epoch 24 Batch 197/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.018 Epoch 24 Batch 198/269 - Train Accuracy: 0.957, Validation Accuracy: 0.949, Loss: 0.019 Epoch 24 Batch 199/269 - Train Accuracy: 0.956, Validation Accuracy: 0.954, Loss: 0.022 Epoch 24 Batch 200/269 - Train Accuracy: 0.972, Validation Accuracy: 0.945, Loss: 0.016 Epoch 24 Batch 201/269 - Train Accuracy: 0.956, Validation Accuracy: 0.946, Loss: 0.020 Epoch 24 Batch 202/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.020 Epoch 24 Batch 203/269 - Train Accuracy: 0.956, Validation Accuracy: 0.955, Loss: 0.021 Epoch 24 Batch 204/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.018 Epoch 24 Batch 205/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.019 Epoch 24 Batch 206/269 - Train Accuracy: 0.956, Validation Accuracy: 0.958, Loss: 0.022 Epoch 24 Batch 207/269 - Train Accuracy: 0.945, Validation Accuracy: 0.950, Loss: 0.019 Epoch 24 Batch 208/269 - Train Accuracy: 0.957, Validation Accuracy: 0.952, Loss: 0.021 Epoch 24 Batch 209/269 - Train Accuracy: 0.951, Validation Accuracy: 0.952, Loss: 0.021 Epoch 24 Batch 210/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.018 Epoch 24 Batch 211/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.021 Epoch 24 Batch 212/269 - Train Accuracy: 0.951, Validation Accuracy: 0.955, Loss: 0.024 Epoch 24 Batch 213/269 - Train Accuracy: 0.951, Validation Accuracy: 0.955, Loss: 0.020 Epoch 24 Batch 214/269 - Train Accuracy: 0.956, Validation Accuracy: 0.953, Loss: 0.020 Epoch 24 Batch 215/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.021 Epoch 24 Batch 216/269 - Train Accuracy: 0.950, Validation Accuracy: 0.952, Loss: 0.030 Epoch 24 Batch 217/269 - Train Accuracy: 0.954, Validation Accuracy: 0.946, Loss: 0.021 Epoch 24 Batch 218/269 - Train Accuracy: 0.969, Validation Accuracy: 0.948, Loss: 0.017 Epoch 24 Batch 219/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.019 Epoch 24 Batch 220/269 - Train Accuracy: 0.947, Validation Accuracy: 0.949, Loss: 0.022 Epoch 24 Batch 221/269 - Train Accuracy: 0.950, Validation Accuracy: 0.951, Loss: 0.020 Epoch 24 Batch 222/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.015 Epoch 24 Batch 223/269 - Train Accuracy: 0.955, Validation Accuracy: 0.956, Loss: 0.016 Epoch 24 Batch 224/269 - Train Accuracy: 0.949, Validation Accuracy: 0.953, Loss: 0.025 Epoch 24 Batch 225/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.019 Epoch 24 Batch 226/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.019 Epoch 24 Batch 227/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.027 Epoch 24 Batch 228/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.017 Epoch 24 Batch 229/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.017 Epoch 24 Batch 230/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.018 Epoch 24 Batch 231/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.018 Epoch 24 Batch 232/269 - Train Accuracy: 0.954, Validation Accuracy: 0.956, Loss: 0.020 Epoch 24 Batch 233/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.023 Epoch 24 Batch 234/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.018 Epoch 24 Batch 235/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.014 Epoch 24 Batch 236/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.017 Epoch 24 Batch 237/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.016 Epoch 24 Batch 238/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.018 Epoch 24 Batch 239/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.018 Epoch 24 Batch 240/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.018 Epoch 24 Batch 241/269 - Train Accuracy: 0.944, Validation Accuracy: 0.960, Loss: 0.022 Epoch 24 Batch 242/269 - Train Accuracy: 0.957, Validation Accuracy: 0.957, Loss: 0.019 Epoch 24 Batch 243/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.015 Epoch 24 Batch 244/269 - Train Accuracy: 0.956, Validation Accuracy: 0.954, Loss: 0.021 Epoch 24 Batch 245/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.020 Epoch 24 Batch 246/269 - Train Accuracy: 0.951, Validation Accuracy: 0.955, Loss: 0.020 Epoch 24 Batch 247/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.018 Epoch 24 Batch 248/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.016 Epoch 24 Batch 249/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.017 Epoch 24 Batch 250/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.018 Epoch 24 Batch 251/269 - Train Accuracy: 0.964, Validation Accuracy: 0.951, Loss: 0.016 Epoch 24 Batch 252/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.014 Epoch 24 Batch 253/269 - Train Accuracy: 0.956, Validation Accuracy: 0.954, Loss: 0.020 Epoch 24 Batch 254/269 - Train Accuracy: 0.952, Validation Accuracy: 0.955, Loss: 0.018 Epoch 24 Batch 255/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.022 Epoch 24 Batch 256/269 - Train Accuracy: 0.950, Validation Accuracy: 0.959, Loss: 0.018 Epoch 24 Batch 257/269 - Train Accuracy: 0.955, Validation Accuracy: 0.954, Loss: 0.020 Epoch 24 Batch 258/269 - Train Accuracy: 0.953, Validation Accuracy: 0.958, Loss: 0.020 Epoch 24 Batch 259/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.019 Epoch 24 Batch 260/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.020 Epoch 24 Batch 261/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.018 Epoch 24 Batch 262/269 - Train Accuracy: 0.952, Validation Accuracy: 0.957, Loss: 0.019 Epoch 24 Batch 263/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.018 Epoch 24 Batch 264/269 - Train Accuracy: 0.949, Validation Accuracy: 0.953, Loss: 0.020 Epoch 24 Batch 265/269 - Train Accuracy: 0.954, Validation Accuracy: 0.958, Loss: 0.019 Epoch 24 Batch 266/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.016 Epoch 24 Batch 267/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.019 Epoch 25 Batch 0/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.021 Epoch 25 Batch 1/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.018 Epoch 25 Batch 2/269 - Train Accuracy: 0.956, Validation Accuracy: 0.961, Loss: 0.019 Epoch 25 Batch 3/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.016 Epoch 25 Batch 4/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.019 Epoch 25 Batch 5/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.019 Epoch 25 Batch 6/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.016 Epoch 25 Batch 7/269 - Train Accuracy: 0.954, Validation Accuracy: 0.955, Loss: 0.018 Epoch 25 Batch 8/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.022 Epoch 25 Batch 9/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.021 Epoch 25 Batch 10/269 - Train Accuracy: 0.954, Validation Accuracy: 0.954, Loss: 0.016 Epoch 25 Batch 11/269 - Train Accuracy: 0.961, Validation Accuracy: 0.945, Loss: 0.021 Epoch 25 Batch 12/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.022 Epoch 25 Batch 13/269 - Train Accuracy: 0.960, Validation Accuracy: 0.950, Loss: 0.016 Epoch 25 Batch 14/269 - Train Accuracy: 0.955, Validation Accuracy: 0.956, Loss: 0.019 Epoch 25 Batch 15/269 - Train Accuracy: 0.967, Validation Accuracy: 0.952, Loss: 0.014 Epoch 25 Batch 16/269 - Train Accuracy: 0.954, Validation Accuracy: 0.953, Loss: 0.023 Epoch 25 Batch 17/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.015 Epoch 25 Batch 18/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.019 Epoch 25 Batch 19/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.015 Epoch 25 Batch 20/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.017 Epoch 25 Batch 21/269 - Train Accuracy: 0.949, Validation Accuracy: 0.957, Loss: 0.021 Epoch 25 Batch 22/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.018 Epoch 25 Batch 23/269 - Train Accuracy: 0.955, Validation Accuracy: 0.959, Loss: 0.020 Epoch 25 Batch 24/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.016 Epoch 25 Batch 25/269 - Train Accuracy: 0.955, Validation Accuracy: 0.958, Loss: 0.020 Epoch 25 Batch 26/269 - Train Accuracy: 0.956, Validation Accuracy: 0.961, Loss: 0.019 Epoch 25 Batch 27/269 - Train Accuracy: 0.953, Validation Accuracy: 0.958, Loss: 0.015 Epoch 25 Batch 28/269 - Train Accuracy: 0.952, Validation Accuracy: 0.959, Loss: 0.020 Epoch 25 Batch 29/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.018 Epoch 25 Batch 30/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.019 Epoch 25 Batch 31/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.018 Epoch 25 Batch 32/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.016 Epoch 25 Batch 33/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.016 Epoch 25 Batch 34/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.017 Epoch 25 Batch 35/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.025 Epoch 25 Batch 36/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.018 Epoch 25 Batch 37/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.021 Epoch 25 Batch 38/269 - Train Accuracy: 0.951, Validation Accuracy: 0.956, Loss: 0.017 Epoch 25 Batch 39/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.018 Epoch 25 Batch 40/269 - Train Accuracy: 0.952, Validation Accuracy: 0.951, Loss: 0.021 Epoch 25 Batch 41/269 - Train Accuracy: 0.952, Validation Accuracy: 0.947, Loss: 0.021 Epoch 25 Batch 42/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.016 Epoch 25 Batch 43/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.020 Epoch 25 Batch 44/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.019 Epoch 25 Batch 45/269 - Train Accuracy: 0.954, Validation Accuracy: 0.957, Loss: 0.021 Epoch 25 Batch 46/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.015 Epoch 25 Batch 47/269 - Train Accuracy: 0.951, Validation Accuracy: 0.959, Loss: 0.017 Epoch 25 Batch 48/269 - Train Accuracy: 0.955, Validation Accuracy: 0.958, Loss: 0.019 Epoch 25 Batch 49/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.016 Epoch 25 Batch 50/269 - Train Accuracy: 0.944, Validation Accuracy: 0.958, Loss: 0.023 Epoch 25 Batch 51/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.016 Epoch 25 Batch 52/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.014 Epoch 25 Batch 53/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.020 Epoch 25 Batch 54/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.016 Epoch 25 Batch 55/269 - Train Accuracy: 0.949, Validation Accuracy: 0.956, Loss: 0.019 Epoch 25 Batch 56/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.017 Epoch 25 Batch 57/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.022 Epoch 25 Batch 58/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.019 Epoch 25 Batch 59/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.013 Epoch 25 Batch 60/269 - Train Accuracy: 0.955, Validation Accuracy: 0.957, Loss: 0.019 Epoch 25 Batch 61/269 - Train Accuracy: 0.959, Validation Accuracy: 0.965, Loss: 0.018 Epoch 25 Batch 62/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.020 Epoch 25 Batch 63/269 - Train Accuracy: 0.955, Validation Accuracy: 0.957, Loss: 0.023 Epoch 25 Batch 64/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.017 Epoch 25 Batch 65/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.017 Epoch 25 Batch 66/269 - Train Accuracy: 0.953, Validation Accuracy: 0.955, Loss: 0.020 Epoch 25 Batch 67/269 - Train Accuracy: 0.957, Validation Accuracy: 0.959, Loss: 0.024 Epoch 25 Batch 68/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.021 Epoch 25 Batch 69/269 - Train Accuracy: 0.946, Validation Accuracy: 0.943, Loss: 0.023 Epoch 25 Batch 70/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.018 Epoch 25 Batch 71/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.024 Epoch 25 Batch 72/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.022 Epoch 25 Batch 73/269 - Train Accuracy: 0.957, Validation Accuracy: 0.951, Loss: 0.022 Epoch 25 Batch 74/269 - Train Accuracy: 0.961, Validation Accuracy: 0.942, Loss: 0.020 Epoch 25 Batch 75/269 - Train Accuracy: 0.951, Validation Accuracy: 0.951, Loss: 0.024 Epoch 25 Batch 76/269 - Train Accuracy: 0.954, Validation Accuracy: 0.957, Loss: 0.017 Epoch 25 Batch 77/269 - Train Accuracy: 0.956, Validation Accuracy: 0.956, Loss: 0.019 Epoch 25 Batch 78/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.018 Epoch 25 Batch 79/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.021 Epoch 25 Batch 80/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.018 Epoch 25 Batch 81/269 - Train Accuracy: 0.959, Validation Accuracy: 0.950, Loss: 0.021 Epoch 25 Batch 82/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.015 Epoch 25 Batch 83/269 - Train Accuracy: 0.948, Validation Accuracy: 0.956, Loss: 0.026 Epoch 25 Batch 84/269 - Train Accuracy: 0.959, Validation Accuracy: 0.952, Loss: 0.018 Epoch 25 Batch 85/269 - Train Accuracy: 0.955, Validation Accuracy: 0.957, Loss: 0.018 Epoch 25 Batch 86/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.016 Epoch 25 Batch 87/269 - Train Accuracy: 0.947, Validation Accuracy: 0.949, Loss: 0.018 Epoch 25 Batch 88/269 - Train Accuracy: 0.955, Validation Accuracy: 0.958, Loss: 0.019 Epoch 25 Batch 89/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.017 Epoch 25 Batch 90/269 - Train Accuracy: 0.956, Validation Accuracy: 0.955, Loss: 0.019 Epoch 25 Batch 91/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.017 Epoch 25 Batch 92/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.016 Epoch 25 Batch 93/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.018 Epoch 25 Batch 94/269 - Train Accuracy: 0.959, Validation Accuracy: 0.960, Loss: 0.021 Epoch 25 Batch 95/269 - Train Accuracy: 0.958, Validation Accuracy: 0.959, Loss: 0.018 Epoch 25 Batch 96/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.020 Epoch 25 Batch 97/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.020 Epoch 25 Batch 98/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.020 Epoch 25 Batch 99/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.018 Epoch 25 Batch 100/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.021 Epoch 25 Batch 101/269 - Train Accuracy: 0.952, Validation Accuracy: 0.960, Loss: 0.024 Epoch 25 Batch 102/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.018 Epoch 25 Batch 103/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.021 Epoch 25 Batch 104/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.019 Epoch 25 Batch 105/269 - Train Accuracy: 0.955, Validation Accuracy: 0.957, Loss: 0.019 Epoch 25 Batch 106/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.017 Epoch 25 Batch 107/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.019 Epoch 25 Batch 108/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.017 Epoch 25 Batch 109/269 - Train Accuracy: 0.949, Validation Accuracy: 0.954, Loss: 0.023 Epoch 25 Batch 110/269 - Train Accuracy: 0.955, Validation Accuracy: 0.947, Loss: 0.018 Epoch 25 Batch 111/269 - Train Accuracy: 0.959, Validation Accuracy: 0.952, Loss: 0.022 Epoch 25 Batch 112/269 - Train Accuracy: 0.957, Validation Accuracy: 0.951, Loss: 0.022 Epoch 25 Batch 113/269 - Train Accuracy: 0.946, Validation Accuracy: 0.942, Loss: 0.021 Epoch 25 Batch 114/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.020 Epoch 25 Batch 115/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.022 Epoch 25 Batch 116/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.020 Epoch 25 Batch 117/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.019 Epoch 25 Batch 118/269 - Train Accuracy: 0.954, Validation Accuracy: 0.953, Loss: 0.018 Epoch 25 Batch 119/269 - Train Accuracy: 0.952, Validation Accuracy: 0.952, Loss: 0.020 Epoch 25 Batch 120/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.020 Epoch 25 Batch 121/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.017 Epoch 25 Batch 122/269 - Train Accuracy: 0.954, Validation Accuracy: 0.955, Loss: 0.020 Epoch 25 Batch 123/269 - Train Accuracy: 0.948, Validation Accuracy: 0.952, Loss: 0.021 Epoch 25 Batch 124/269 - Train Accuracy: 0.959, Validation Accuracy: 0.948, Loss: 0.016 Epoch 25 Batch 125/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.018 Epoch 25 Batch 126/269 - Train Accuracy: 0.952, Validation Accuracy: 0.954, Loss: 0.018 Epoch 25 Batch 127/269 - Train Accuracy: 0.950, Validation Accuracy: 0.951, Loss: 0.018 Epoch 25 Batch 128/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.018 Epoch 25 Batch 129/269 - Train Accuracy: 0.944, Validation Accuracy: 0.952, Loss: 0.019 Epoch 25 Batch 130/269 - Train Accuracy: 0.954, Validation Accuracy: 0.954, Loss: 0.020 Epoch 25 Batch 131/269 - Train Accuracy: 0.955, Validation Accuracy: 0.953, Loss: 0.020 Epoch 25 Batch 132/269 - Train Accuracy: 0.946, Validation Accuracy: 0.955, Loss: 0.022 Epoch 25 Batch 133/269 - Train Accuracy: 0.956, Validation Accuracy: 0.956, Loss: 0.018 Epoch 25 Batch 134/269 - Train Accuracy: 0.955, Validation Accuracy: 0.956, Loss: 0.020 Epoch 25 Batch 135/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.017 Epoch 25 Batch 136/269 - Train Accuracy: 0.955, Validation Accuracy: 0.954, Loss: 0.020 Epoch 25 Batch 137/269 - Train Accuracy: 0.946, Validation Accuracy: 0.955, Loss: 0.024 Epoch 25 Batch 138/269 - Train Accuracy: 0.965, Validation Accuracy: 0.952, Loss: 0.015 Epoch 25 Batch 139/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.017 Epoch 25 Batch 140/269 - Train Accuracy: 0.953, Validation Accuracy: 0.951, Loss: 0.021 Epoch 25 Batch 141/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.019 Epoch 25 Batch 142/269 - Train Accuracy: 0.948, Validation Accuracy: 0.961, Loss: 0.019 Epoch 25 Batch 143/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.016 Epoch 25 Batch 144/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.015 Epoch 25 Batch 145/269 - Train Accuracy: 0.968, Validation Accuracy: 0.951, Loss: 0.016 Epoch 25 Batch 146/269 - Train Accuracy: 0.952, Validation Accuracy: 0.948, Loss: 0.016 Epoch 25 Batch 147/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.023 Epoch 25 Batch 148/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.018 Epoch 25 Batch 149/269 - Train Accuracy: 0.954, Validation Accuracy: 0.955, Loss: 0.021 Epoch 25 Batch 150/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.021 Epoch 25 Batch 151/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.021 Epoch 25 Batch 152/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.017 Epoch 25 Batch 153/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.017 Epoch 25 Batch 154/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.019 Epoch 25 Batch 155/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.017 Epoch 25 Batch 156/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.021 Epoch 25 Batch 157/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.016 Epoch 25 Batch 158/269 - Train Accuracy: 0.945, Validation Accuracy: 0.958, Loss: 0.019 Epoch 25 Batch 159/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.019 Epoch 25 Batch 160/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.018 Epoch 25 Batch 161/269 - Train Accuracy: 0.957, Validation Accuracy: 0.952, Loss: 0.018 Epoch 25 Batch 162/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.018 Epoch 25 Batch 163/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.019 Epoch 25 Batch 164/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.018 Epoch 25 Batch 165/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.019 Epoch 25 Batch 166/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.018 Epoch 25 Batch 167/269 - Train Accuracy: 0.952, Validation Accuracy: 0.953, Loss: 0.019 Epoch 25 Batch 168/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.022 Epoch 25 Batch 169/269 - Train Accuracy: 0.953, Validation Accuracy: 0.955, Loss: 0.017 Epoch 25 Batch 170/269 - Train Accuracy: 0.955, Validation Accuracy: 0.956, Loss: 0.021 Epoch 25 Batch 171/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.017 Epoch 25 Batch 172/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.022 Epoch 25 Batch 173/269 - Train Accuracy: 0.950, Validation Accuracy: 0.949, Loss: 0.019 Epoch 25 Batch 174/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.019 Epoch 25 Batch 175/269 - Train Accuracy: 0.953, Validation Accuracy: 0.950, Loss: 0.028 Epoch 25 Batch 176/269 - Train Accuracy: 0.950, Validation Accuracy: 0.952, Loss: 0.022 Epoch 25 Batch 177/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.020 Epoch 25 Batch 178/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.017 Epoch 25 Batch 179/269 - Train Accuracy: 0.956, Validation Accuracy: 0.947, Loss: 0.018 Epoch 25 Batch 180/269 - Train Accuracy: 0.967, Validation Accuracy: 0.952, Loss: 0.018 Epoch 25 Batch 181/269 - Train Accuracy: 0.957, Validation Accuracy: 0.958, Loss: 0.022 Epoch 25 Batch 182/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.017 Epoch 25 Batch 183/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.014 Epoch 25 Batch 184/269 - Train Accuracy: 0.956, Validation Accuracy: 0.954, Loss: 0.019 Epoch 25 Batch 185/269 - Train Accuracy: 0.969, Validation Accuracy: 0.952, Loss: 0.018 Epoch 25 Batch 186/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.015 Epoch 25 Batch 187/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.017 Epoch 25 Batch 188/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.016 Epoch 25 Batch 189/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.018 Epoch 25 Batch 190/269 - Train Accuracy: 0.958, Validation Accuracy: 0.949, Loss: 0.021 Epoch 25 Batch 191/269 - Train Accuracy: 0.955, Validation Accuracy: 0.951, Loss: 0.017 Epoch 25 Batch 192/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.017 Epoch 25 Batch 193/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.017 Epoch 25 Batch 194/269 - Train Accuracy: 0.954, Validation Accuracy: 0.955, Loss: 0.018 Epoch 25 Batch 195/269 - Train Accuracy: 0.956, Validation Accuracy: 0.952, Loss: 0.016 Epoch 25 Batch 196/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.019 Epoch 25 Batch 197/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.017 Epoch 25 Batch 198/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.018 Epoch 25 Batch 199/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.020 Epoch 25 Batch 200/269 - Train Accuracy: 0.975, Validation Accuracy: 0.955, Loss: 0.017 Epoch 25 Batch 201/269 - Train Accuracy: 0.959, Validation Accuracy: 0.950, Loss: 0.018 Epoch 25 Batch 202/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.018 Epoch 25 Batch 203/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.021 Epoch 25 Batch 204/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.017 Epoch 25 Batch 205/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.018 Epoch 25 Batch 206/269 - Train Accuracy: 0.949, Validation Accuracy: 0.959, Loss: 0.021 Epoch 25 Batch 207/269 - Train Accuracy: 0.952, Validation Accuracy: 0.957, Loss: 0.018 Epoch 25 Batch 208/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.019 Epoch 25 Batch 209/269 - Train Accuracy: 0.957, Validation Accuracy: 0.958, Loss: 0.019 Epoch 25 Batch 210/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.017 Epoch 25 Batch 211/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.020 Epoch 25 Batch 212/269 - Train Accuracy: 0.954, Validation Accuracy: 0.959, Loss: 0.023 Epoch 25 Batch 213/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.018 Epoch 25 Batch 214/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.018 Epoch 25 Batch 215/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.019 Epoch 25 Batch 216/269 - Train Accuracy: 0.955, Validation Accuracy: 0.956, Loss: 0.028 Epoch 25 Batch 217/269 - Train Accuracy: 0.947, Validation Accuracy: 0.952, Loss: 0.021 Epoch 25 Batch 218/269 - Train Accuracy: 0.969, Validation Accuracy: 0.951, Loss: 0.015 Epoch 25 Batch 219/269 - Train Accuracy: 0.968, Validation Accuracy: 0.952, Loss: 0.018 Epoch 25 Batch 220/269 - Train Accuracy: 0.947, Validation Accuracy: 0.947, Loss: 0.020 Epoch 25 Batch 221/269 - Train Accuracy: 0.954, Validation Accuracy: 0.951, Loss: 0.018 Epoch 25 Batch 222/269 - Train Accuracy: 0.970, Validation Accuracy: 0.948, Loss: 0.014 Epoch 25 Batch 223/269 - Train Accuracy: 0.956, Validation Accuracy: 0.948, Loss: 0.016 Epoch 25 Batch 224/269 - Train Accuracy: 0.956, Validation Accuracy: 0.954, Loss: 0.023 Epoch 25 Batch 225/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.017 Epoch 25 Batch 226/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.019 Epoch 25 Batch 227/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.027 Epoch 25 Batch 228/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.016 Epoch 25 Batch 229/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.016 Epoch 25 Batch 230/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.017 Epoch 25 Batch 231/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.018 Epoch 25 Batch 232/269 - Train Accuracy: 0.957, Validation Accuracy: 0.960, Loss: 0.018 Epoch 25 Batch 233/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.021 Epoch 25 Batch 234/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.017 Epoch 25 Batch 235/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.013 Epoch 25 Batch 236/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.016 Epoch 25 Batch 237/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.015 Epoch 25 Batch 238/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.018 Epoch 25 Batch 239/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.016 Epoch 25 Batch 240/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.017 Epoch 25 Batch 241/269 - Train Accuracy: 0.945, Validation Accuracy: 0.959, Loss: 0.020 Epoch 25 Batch 242/269 - Train Accuracy: 0.959, Validation Accuracy: 0.960, Loss: 0.017 Epoch 25 Batch 243/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.015 Epoch 25 Batch 244/269 - Train Accuracy: 0.954, Validation Accuracy: 0.962, Loss: 0.018 Epoch 25 Batch 245/269 - Train Accuracy: 0.960, Validation Accuracy: 0.961, Loss: 0.017 Epoch 25 Batch 246/269 - Train Accuracy: 0.951, Validation Accuracy: 0.958, Loss: 0.018 Epoch 25 Batch 247/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.017 Epoch 25 Batch 248/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.014 Epoch 25 Batch 249/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.016 Epoch 25 Batch 250/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.018 Epoch 25 Batch 251/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.015 Epoch 25 Batch 252/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.013 Epoch 25 Batch 253/269 - Train Accuracy: 0.955, Validation Accuracy: 0.954, Loss: 0.019 Epoch 25 Batch 254/269 - Train Accuracy: 0.954, Validation Accuracy: 0.954, Loss: 0.017 Epoch 25 Batch 255/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.021 Epoch 25 Batch 256/269 - Train Accuracy: 0.952, Validation Accuracy: 0.960, Loss: 0.018 Epoch 25 Batch 257/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.019 Epoch 25 Batch 258/269 - Train Accuracy: 0.949, Validation Accuracy: 0.952, Loss: 0.018 Epoch 25 Batch 259/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.019 Epoch 25 Batch 260/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.018 Epoch 25 Batch 261/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.017 Epoch 25 Batch 262/269 - Train Accuracy: 0.955, Validation Accuracy: 0.957, Loss: 0.019 Epoch 25 Batch 263/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.017 Epoch 25 Batch 264/269 - Train Accuracy: 0.953, Validation Accuracy: 0.959, Loss: 0.019 Epoch 25 Batch 265/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.017 Epoch 25 Batch 266/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.015 Epoch 25 Batch 267/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.018 Epoch 26 Batch 0/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.020 Epoch 26 Batch 1/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.017 Epoch 26 Batch 2/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.017 Epoch 26 Batch 3/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.015 Epoch 26 Batch 4/269 - Train Accuracy: 0.960, Validation Accuracy: 0.961, Loss: 0.018 Epoch 26 Batch 5/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.018 Epoch 26 Batch 6/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.016 Epoch 26 Batch 7/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.017 Epoch 26 Batch 8/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.021 Epoch 26 Batch 9/269 - Train Accuracy: 0.954, Validation Accuracy: 0.959, Loss: 0.020 Epoch 26 Batch 10/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.015 Epoch 26 Batch 11/269 - Train Accuracy: 0.959, Validation Accuracy: 0.943, Loss: 0.020 Epoch 26 Batch 12/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.022 Epoch 26 Batch 13/269 - Train Accuracy: 0.961, Validation Accuracy: 0.950, Loss: 0.015 Epoch 26 Batch 14/269 - Train Accuracy: 0.956, Validation Accuracy: 0.959, Loss: 0.019 Epoch 26 Batch 15/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.012 Epoch 26 Batch 16/269 - Train Accuracy: 0.949, Validation Accuracy: 0.955, Loss: 0.022 Epoch 26 Batch 17/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.015 Epoch 26 Batch 18/269 - Train Accuracy: 0.958, Validation Accuracy: 0.961, Loss: 0.018 Epoch 26 Batch 19/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.014 Epoch 26 Batch 20/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.016 Epoch 26 Batch 21/269 - Train Accuracy: 0.951, Validation Accuracy: 0.957, Loss: 0.019 Epoch 26 Batch 22/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.017 Epoch 26 Batch 23/269 - Train Accuracy: 0.954, Validation Accuracy: 0.959, Loss: 0.019 Epoch 26 Batch 24/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.015 Epoch 26 Batch 25/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.019 Epoch 26 Batch 26/269 - Train Accuracy: 0.954, Validation Accuracy: 0.956, Loss: 0.018 Epoch 26 Batch 27/269 - Train Accuracy: 0.955, Validation Accuracy: 0.958, Loss: 0.015 Epoch 26 Batch 28/269 - Train Accuracy: 0.950, Validation Accuracy: 0.956, Loss: 0.019 Epoch 26 Batch 29/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.017 Epoch 26 Batch 30/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.018 Epoch 26 Batch 31/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.017 Epoch 26 Batch 32/269 - Train Accuracy: 0.958, Validation Accuracy: 0.955, Loss: 0.015 Epoch 26 Batch 33/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.015 Epoch 26 Batch 34/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.016 Epoch 26 Batch 35/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.024 Epoch 26 Batch 36/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.017 Epoch 26 Batch 37/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.020 Epoch 26 Batch 38/269 - Train Accuracy: 0.951, Validation Accuracy: 0.957, Loss: 0.016 Epoch 26 Batch 39/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.017 Epoch 26 Batch 40/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.019 Epoch 26 Batch 41/269 - Train Accuracy: 0.950, Validation Accuracy: 0.948, Loss: 0.020 Epoch 26 Batch 42/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.015 Epoch 26 Batch 43/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.018 Epoch 26 Batch 44/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.018 Epoch 26 Batch 45/269 - Train Accuracy: 0.951, Validation Accuracy: 0.959, Loss: 0.020 Epoch 26 Batch 46/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.014 Epoch 26 Batch 47/269 - Train Accuracy: 0.950, Validation Accuracy: 0.957, Loss: 0.016 Epoch 26 Batch 48/269 - Train Accuracy: 0.957, Validation Accuracy: 0.957, Loss: 0.018 Epoch 26 Batch 49/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.015 Epoch 26 Batch 50/269 - Train Accuracy: 0.950, Validation Accuracy: 0.963, Loss: 0.022 Epoch 26 Batch 51/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.015 Epoch 26 Batch 52/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.013 Epoch 26 Batch 53/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.019 Epoch 26 Batch 54/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.015 Epoch 26 Batch 55/269 - Train Accuracy: 0.954, Validation Accuracy: 0.958, Loss: 0.018 Epoch 26 Batch 56/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.015 Epoch 26 Batch 57/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.021 Epoch 26 Batch 58/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.018 Epoch 26 Batch 59/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 26 Batch 60/269 - Train Accuracy: 0.953, Validation Accuracy: 0.954, Loss: 0.017 Epoch 26 Batch 61/269 - Train Accuracy: 0.956, Validation Accuracy: 0.956, Loss: 0.018 Epoch 26 Batch 62/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.019 Epoch 26 Batch 63/269 - Train Accuracy: 0.957, Validation Accuracy: 0.962, Loss: 0.021 Epoch 26 Batch 64/269 - Train Accuracy: 0.960, Validation Accuracy: 0.962, Loss: 0.015 Epoch 26 Batch 65/269 - Train Accuracy: 0.958, Validation Accuracy: 0.963, Loss: 0.016 Epoch 26 Batch 66/269 - Train Accuracy: 0.956, Validation Accuracy: 0.958, Loss: 0.019 Epoch 26 Batch 67/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.021 Epoch 26 Batch 68/269 - Train Accuracy: 0.957, Validation Accuracy: 0.944, Loss: 0.021 Epoch 26 Batch 69/269 - Train Accuracy: 0.946, Validation Accuracy: 0.952, Loss: 0.022 Epoch 26 Batch 70/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.017 Epoch 26 Batch 71/269 - Train Accuracy: 0.957, Validation Accuracy: 0.952, Loss: 0.022 Epoch 26 Batch 72/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.021 Epoch 26 Batch 73/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.019 Epoch 26 Batch 74/269 - Train Accuracy: 0.963, Validation Accuracy: 0.945, Loss: 0.018 Epoch 26 Batch 75/269 - Train Accuracy: 0.952, Validation Accuracy: 0.954, Loss: 0.022 Epoch 26 Batch 76/269 - Train Accuracy: 0.955, Validation Accuracy: 0.963, Loss: 0.016 Epoch 26 Batch 77/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.018 Epoch 26 Batch 78/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.016 Epoch 26 Batch 79/269 - Train Accuracy: 0.956, Validation Accuracy: 0.959, Loss: 0.019 Epoch 26 Batch 80/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.016 Epoch 26 Batch 81/269 - Train Accuracy: 0.957, Validation Accuracy: 0.951, Loss: 0.020 Epoch 26 Batch 82/269 - Train Accuracy: 0.969, Validation Accuracy: 0.949, Loss: 0.014 Epoch 26 Batch 83/269 - Train Accuracy: 0.952, Validation Accuracy: 0.958, Loss: 0.024 Epoch 26 Batch 84/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.017 Epoch 26 Batch 85/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.017 Epoch 26 Batch 86/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.015 Epoch 26 Batch 87/269 - Train Accuracy: 0.956, Validation Accuracy: 0.955, Loss: 0.016 Epoch 26 Batch 88/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.017 Epoch 26 Batch 89/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.016 Epoch 26 Batch 90/269 - Train Accuracy: 0.956, Validation Accuracy: 0.954, Loss: 0.017 Epoch 26 Batch 91/269 - Train Accuracy: 0.957, Validation Accuracy: 0.958, Loss: 0.016 Epoch 26 Batch 92/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.015 Epoch 26 Batch 93/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.016 Epoch 26 Batch 94/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.020 Epoch 26 Batch 95/269 - Train Accuracy: 0.959, Validation Accuracy: 0.960, Loss: 0.017 Epoch 26 Batch 96/269 - Train Accuracy: 0.954, Validation Accuracy: 0.955, Loss: 0.018 Epoch 26 Batch 97/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.019 Epoch 26 Batch 98/269 - Train Accuracy: 0.960, Validation Accuracy: 0.946, Loss: 0.019 Epoch 26 Batch 99/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.017 Epoch 26 Batch 100/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.020 Epoch 26 Batch 101/269 - Train Accuracy: 0.947, Validation Accuracy: 0.958, Loss: 0.022 Epoch 26 Batch 102/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.017 Epoch 26 Batch 103/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.019 Epoch 26 Batch 104/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.017 Epoch 26 Batch 105/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.018 Epoch 26 Batch 106/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.016 Epoch 26 Batch 107/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.018 Epoch 26 Batch 108/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.016 Epoch 26 Batch 109/269 - Train Accuracy: 0.949, Validation Accuracy: 0.958, Loss: 0.021 Epoch 26 Batch 110/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.017 Epoch 26 Batch 111/269 - Train Accuracy: 0.959, Validation Accuracy: 0.950, Loss: 0.021 Epoch 26 Batch 112/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.021 Epoch 26 Batch 113/269 - Train Accuracy: 0.944, Validation Accuracy: 0.950, Loss: 0.019 Epoch 26 Batch 114/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.019 Epoch 26 Batch 115/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.020 Epoch 26 Batch 116/269 - Train Accuracy: 0.960, Validation Accuracy: 0.947, Loss: 0.018 Epoch 26 Batch 117/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.019 Epoch 26 Batch 118/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.017 Epoch 26 Batch 119/269 - Train Accuracy: 0.954, Validation Accuracy: 0.955, Loss: 0.019 Epoch 26 Batch 120/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.019 Epoch 26 Batch 121/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.016 Epoch 26 Batch 122/269 - Train Accuracy: 0.954, Validation Accuracy: 0.957, Loss: 0.020 Epoch 26 Batch 123/269 - Train Accuracy: 0.952, Validation Accuracy: 0.955, Loss: 0.019 Epoch 26 Batch 124/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.016 Epoch 26 Batch 125/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.018 Epoch 26 Batch 126/269 - Train Accuracy: 0.951, Validation Accuracy: 0.952, Loss: 0.017 Epoch 26 Batch 127/269 - Train Accuracy: 0.956, Validation Accuracy: 0.948, Loss: 0.020 Epoch 26 Batch 128/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.018 Epoch 26 Batch 129/269 - Train Accuracy: 0.946, Validation Accuracy: 0.947, Loss: 0.022 Epoch 26 Batch 130/269 - Train Accuracy: 0.955, Validation Accuracy: 0.947, Loss: 0.024 Epoch 26 Batch 131/269 - Train Accuracy: 0.948, Validation Accuracy: 0.952, Loss: 0.021 Epoch 26 Batch 132/269 - Train Accuracy: 0.940, Validation Accuracy: 0.947, Loss: 0.021 Epoch 26 Batch 133/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.020 Epoch 26 Batch 134/269 - Train Accuracy: 0.950, Validation Accuracy: 0.946, Loss: 0.019 Epoch 26 Batch 135/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.019 Epoch 26 Batch 136/269 - Train Accuracy: 0.944, Validation Accuracy: 0.950, Loss: 0.021 Epoch 26 Batch 137/269 - Train Accuracy: 0.950, Validation Accuracy: 0.949, Loss: 0.025 Epoch 26 Batch 138/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.016 Epoch 26 Batch 139/269 - Train Accuracy: 0.959, Validation Accuracy: 0.942, Loss: 0.018 Epoch 26 Batch 140/269 - Train Accuracy: 0.951, Validation Accuracy: 0.942, Loss: 0.020 Epoch 26 Batch 141/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.019 Epoch 26 Batch 142/269 - Train Accuracy: 0.953, Validation Accuracy: 0.955, Loss: 0.019 Epoch 26 Batch 143/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.017 Epoch 26 Batch 144/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.017 Epoch 26 Batch 145/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.016 Epoch 26 Batch 146/269 - Train Accuracy: 0.951, Validation Accuracy: 0.950, Loss: 0.016 Epoch 26 Batch 147/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.024 Epoch 26 Batch 148/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.017 Epoch 26 Batch 149/269 - Train Accuracy: 0.953, Validation Accuracy: 0.957, Loss: 0.022 Epoch 26 Batch 150/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.021 Epoch 26 Batch 151/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.020 Epoch 26 Batch 152/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.018 Epoch 26 Batch 153/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.016 Epoch 26 Batch 154/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.017 Epoch 26 Batch 155/269 - Train Accuracy: 0.955, Validation Accuracy: 0.957, Loss: 0.018 Epoch 26 Batch 156/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.019 Epoch 26 Batch 157/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.017 Epoch 26 Batch 158/269 - Train Accuracy: 0.950, Validation Accuracy: 0.956, Loss: 0.018 Epoch 26 Batch 159/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.018 Epoch 26 Batch 160/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.018 Epoch 26 Batch 161/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.016 Epoch 26 Batch 162/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.017 Epoch 26 Batch 163/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.018 Epoch 26 Batch 164/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.016 Epoch 26 Batch 165/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.018 Epoch 26 Batch 166/269 - Train Accuracy: 0.964, Validation Accuracy: 0.952, Loss: 0.017 Epoch 26 Batch 167/269 - Train Accuracy: 0.955, Validation Accuracy: 0.954, Loss: 0.019 Epoch 26 Batch 168/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.018 Epoch 26 Batch 169/269 - Train Accuracy: 0.957, Validation Accuracy: 0.958, Loss: 0.016 Epoch 26 Batch 170/269 - Train Accuracy: 0.956, Validation Accuracy: 0.961, Loss: 0.020 Epoch 26 Batch 171/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.016 Epoch 26 Batch 172/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.019 Epoch 26 Batch 173/269 - Train Accuracy: 0.953, Validation Accuracy: 0.954, Loss: 0.018 Epoch 26 Batch 174/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.018 Epoch 26 Batch 175/269 - Train Accuracy: 0.955, Validation Accuracy: 0.954, Loss: 0.027 Epoch 26 Batch 176/269 - Train Accuracy: 0.951, Validation Accuracy: 0.956, Loss: 0.020 Epoch 26 Batch 177/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.018 Epoch 26 Batch 178/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.016 Epoch 26 Batch 179/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.017 Epoch 26 Batch 180/269 - Train Accuracy: 0.965, Validation Accuracy: 0.947, Loss: 0.016 Epoch 26 Batch 181/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.022 Epoch 26 Batch 182/269 - Train Accuracy: 0.957, Validation Accuracy: 0.958, Loss: 0.018 Epoch 26 Batch 183/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.013 Epoch 26 Batch 184/269 - Train Accuracy: 0.955, Validation Accuracy: 0.953, Loss: 0.018 Epoch 26 Batch 185/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.017 Epoch 26 Batch 186/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.015 Epoch 26 Batch 187/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.016 Epoch 26 Batch 188/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.014 Epoch 26 Batch 189/269 - Train Accuracy: 0.963, Validation Accuracy: 0.950, Loss: 0.017 Epoch 26 Batch 190/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.019 Epoch 26 Batch 191/269 - Train Accuracy: 0.956, Validation Accuracy: 0.952, Loss: 0.016 Epoch 26 Batch 192/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.016 Epoch 26 Batch 193/269 - Train Accuracy: 0.955, Validation Accuracy: 0.956, Loss: 0.015 Epoch 26 Batch 194/269 - Train Accuracy: 0.953, Validation Accuracy: 0.954, Loss: 0.017 Epoch 26 Batch 195/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.015 Epoch 26 Batch 196/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.018 Epoch 26 Batch 197/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.017 Epoch 26 Batch 198/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.016 Epoch 26 Batch 199/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.020 Epoch 26 Batch 200/269 - Train Accuracy: 0.976, Validation Accuracy: 0.952, Loss: 0.015 Epoch 26 Batch 201/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.017 Epoch 26 Batch 202/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.018 Epoch 26 Batch 203/269 - Train Accuracy: 0.958, Validation Accuracy: 0.959, Loss: 0.020 Epoch 26 Batch 204/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.016 Epoch 26 Batch 205/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.018 Epoch 26 Batch 206/269 - Train Accuracy: 0.957, Validation Accuracy: 0.958, Loss: 0.020 Epoch 26 Batch 207/269 - Train Accuracy: 0.951, Validation Accuracy: 0.957, Loss: 0.017 Epoch 26 Batch 208/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.019 Epoch 26 Batch 209/269 - Train Accuracy: 0.953, Validation Accuracy: 0.961, Loss: 0.018 Epoch 26 Batch 210/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.016 Epoch 26 Batch 211/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.019 Epoch 26 Batch 212/269 - Train Accuracy: 0.955, Validation Accuracy: 0.958, Loss: 0.022 Epoch 26 Batch 213/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.016 Epoch 26 Batch 214/269 - Train Accuracy: 0.954, Validation Accuracy: 0.956, Loss: 0.018 Epoch 26 Batch 215/269 - Train Accuracy: 0.957, Validation Accuracy: 0.959, Loss: 0.019 Epoch 26 Batch 216/269 - Train Accuracy: 0.951, Validation Accuracy: 0.954, Loss: 0.026 Epoch 26 Batch 217/269 - Train Accuracy: 0.952, Validation Accuracy: 0.951, Loss: 0.019 Epoch 26 Batch 218/269 - Train Accuracy: 0.967, Validation Accuracy: 0.952, Loss: 0.015 Epoch 26 Batch 219/269 - Train Accuracy: 0.969, Validation Accuracy: 0.953, Loss: 0.017 Epoch 26 Batch 220/269 - Train Accuracy: 0.951, Validation Accuracy: 0.953, Loss: 0.019 Epoch 26 Batch 221/269 - Train Accuracy: 0.952, Validation Accuracy: 0.952, Loss: 0.019 Epoch 26 Batch 222/269 - Train Accuracy: 0.970, Validation Accuracy: 0.952, Loss: 0.015 Epoch 26 Batch 223/269 - Train Accuracy: 0.959, Validation Accuracy: 0.948, Loss: 0.014 Epoch 26 Batch 224/269 - Train Accuracy: 0.955, Validation Accuracy: 0.948, Loss: 0.022 Epoch 26 Batch 225/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.017 Epoch 26 Batch 226/269 - Train Accuracy: 0.963, Validation Accuracy: 0.951, Loss: 0.018 Epoch 26 Batch 227/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.025 Epoch 26 Batch 228/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.015 Epoch 26 Batch 229/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.016 Epoch 26 Batch 230/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.016 Epoch 26 Batch 231/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.016 Epoch 26 Batch 232/269 - Train Accuracy: 0.951, Validation Accuracy: 0.955, Loss: 0.018 Epoch 26 Batch 233/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.020 Epoch 26 Batch 234/269 - Train Accuracy: 0.955, Validation Accuracy: 0.956, Loss: 0.016 Epoch 26 Batch 235/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.013 Epoch 26 Batch 236/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.015 Epoch 26 Batch 237/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.015 Epoch 26 Batch 238/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.016 Epoch 26 Batch 239/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.015 Epoch 26 Batch 240/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.017 Epoch 26 Batch 241/269 - Train Accuracy: 0.953, Validation Accuracy: 0.960, Loss: 0.020 Epoch 26 Batch 242/269 - Train Accuracy: 0.956, Validation Accuracy: 0.958, Loss: 0.016 Epoch 26 Batch 243/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.014 Epoch 26 Batch 244/269 - Train Accuracy: 0.952, Validation Accuracy: 0.962, Loss: 0.018 Epoch 26 Batch 245/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.017 Epoch 26 Batch 246/269 - Train Accuracy: 0.956, Validation Accuracy: 0.962, Loss: 0.017 Epoch 26 Batch 247/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.017 Epoch 26 Batch 248/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.013 Epoch 26 Batch 249/269 - Train Accuracy: 0.964, Validation Accuracy: 0.952, Loss: 0.016 Epoch 26 Batch 250/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.018 Epoch 26 Batch 251/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.015 Epoch 26 Batch 252/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.012 Epoch 26 Batch 253/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.019 Epoch 26 Batch 254/269 - Train Accuracy: 0.956, Validation Accuracy: 0.953, Loss: 0.017 Epoch 26 Batch 255/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.021 Epoch 26 Batch 256/269 - Train Accuracy: 0.953, Validation Accuracy: 0.963, Loss: 0.016 Epoch 26 Batch 257/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.018 Epoch 26 Batch 258/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.020 Epoch 26 Batch 259/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.017 Epoch 26 Batch 260/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.018 Epoch 26 Batch 261/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.016 Epoch 26 Batch 262/269 - Train Accuracy: 0.956, Validation Accuracy: 0.958, Loss: 0.019 Epoch 26 Batch 263/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.017 Epoch 26 Batch 264/269 - Train Accuracy: 0.954, Validation Accuracy: 0.957, Loss: 0.018 Epoch 26 Batch 265/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.017 Epoch 26 Batch 266/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.014 Epoch 26 Batch 267/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.018 Epoch 27 Batch 0/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.020 Epoch 27 Batch 1/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.016 Epoch 27 Batch 2/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.016 Epoch 27 Batch 3/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.015 Epoch 27 Batch 4/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.017 Epoch 27 Batch 5/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.017 Epoch 27 Batch 6/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.013 Epoch 27 Batch 7/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.016 Epoch 27 Batch 8/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.020 Epoch 27 Batch 9/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.018 Epoch 27 Batch 10/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.014 Epoch 27 Batch 11/269 - Train Accuracy: 0.966, Validation Accuracy: 0.948, Loss: 0.019 Epoch 27 Batch 12/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.021 Epoch 27 Batch 13/269 - Train Accuracy: 0.964, Validation Accuracy: 0.952, Loss: 0.014 Epoch 27 Batch 14/269 - Train Accuracy: 0.957, Validation Accuracy: 0.952, Loss: 0.017 Epoch 27 Batch 15/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.011 Epoch 27 Batch 16/269 - Train Accuracy: 0.952, Validation Accuracy: 0.957, Loss: 0.022 Epoch 27 Batch 17/269 - Train Accuracy: 0.960, Validation Accuracy: 0.950, Loss: 0.014 Epoch 27 Batch 18/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.017 Epoch 27 Batch 19/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.014 Epoch 27 Batch 20/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.015 Epoch 27 Batch 21/269 - Train Accuracy: 0.950, Validation Accuracy: 0.964, Loss: 0.019 Epoch 27 Batch 22/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.015 Epoch 27 Batch 23/269 - Train Accuracy: 0.958, Validation Accuracy: 0.964, Loss: 0.017 Epoch 27 Batch 24/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.014 Epoch 27 Batch 25/269 - Train Accuracy: 0.960, Validation Accuracy: 0.962, Loss: 0.017 Epoch 27 Batch 26/269 - Train Accuracy: 0.957, Validation Accuracy: 0.963, Loss: 0.016 Epoch 27 Batch 27/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.015 Epoch 27 Batch 28/269 - Train Accuracy: 0.953, Validation Accuracy: 0.960, Loss: 0.018 Epoch 27 Batch 29/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.016 Epoch 27 Batch 30/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.017 Epoch 27 Batch 31/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.016 Epoch 27 Batch 32/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.014 Epoch 27 Batch 33/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.014 Epoch 27 Batch 34/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.014 Epoch 27 Batch 35/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.023 Epoch 27 Batch 36/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.017 Epoch 27 Batch 37/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.018 Epoch 27 Batch 38/269 - Train Accuracy: 0.951, Validation Accuracy: 0.955, Loss: 0.016 Epoch 27 Batch 39/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.017 Epoch 27 Batch 40/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.019 Epoch 27 Batch 41/269 - Train Accuracy: 0.951, Validation Accuracy: 0.954, Loss: 0.018 Epoch 27 Batch 42/269 - Train Accuracy: 0.961, Validation Accuracy: 0.950, Loss: 0.014 Epoch 27 Batch 43/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.018 Epoch 27 Batch 44/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.018 Epoch 27 Batch 45/269 - Train Accuracy: 0.952, Validation Accuracy: 0.959, Loss: 0.020 Epoch 27 Batch 46/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.013 Epoch 27 Batch 47/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.015 Epoch 27 Batch 48/269 - Train Accuracy: 0.956, Validation Accuracy: 0.958, Loss: 0.018 Epoch 27 Batch 49/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.014 Epoch 27 Batch 50/269 - Train Accuracy: 0.951, Validation Accuracy: 0.966, Loss: 0.022 Epoch 27 Batch 51/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.014 Epoch 27 Batch 52/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.012 Epoch 27 Batch 53/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.018 Epoch 27 Batch 54/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.015 Epoch 27 Batch 55/269 - Train Accuracy: 0.955, Validation Accuracy: 0.959, Loss: 0.017 Epoch 27 Batch 56/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.015 Epoch 27 Batch 57/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.019 Epoch 27 Batch 58/269 - Train Accuracy: 0.971, Validation Accuracy: 0.954, Loss: 0.017 Epoch 27 Batch 59/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.012 Epoch 27 Batch 60/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.017 Epoch 27 Batch 61/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.017 Epoch 27 Batch 62/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.018 Epoch 27 Batch 63/269 - Train Accuracy: 0.956, Validation Accuracy: 0.961, Loss: 0.021 Epoch 27 Batch 64/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.015 Epoch 27 Batch 65/269 - Train Accuracy: 0.955, Validation Accuracy: 0.962, Loss: 0.015 Epoch 27 Batch 66/269 - Train Accuracy: 0.957, Validation Accuracy: 0.959, Loss: 0.018 Epoch 27 Batch 67/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.020 Epoch 27 Batch 68/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.019 Epoch 27 Batch 69/269 - Train Accuracy: 0.954, Validation Accuracy: 0.957, Loss: 0.021 Epoch 27 Batch 70/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.015 Epoch 27 Batch 71/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.021 Epoch 27 Batch 72/269 - Train Accuracy: 0.956, Validation Accuracy: 0.959, Loss: 0.020 Epoch 27 Batch 73/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.019 Epoch 27 Batch 74/269 - Train Accuracy: 0.967, Validation Accuracy: 0.952, Loss: 0.017 Epoch 27 Batch 75/269 - Train Accuracy: 0.952, Validation Accuracy: 0.952, Loss: 0.021 Epoch 27 Batch 76/269 - Train Accuracy: 0.955, Validation Accuracy: 0.957, Loss: 0.015 Epoch 27 Batch 77/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.017 Epoch 27 Batch 78/269 - Train Accuracy: 0.968, Validation Accuracy: 0.952, Loss: 0.015 Epoch 27 Batch 79/269 - Train Accuracy: 0.957, Validation Accuracy: 0.957, Loss: 0.019 Epoch 27 Batch 80/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.016 Epoch 27 Batch 81/269 - Train Accuracy: 0.960, Validation Accuracy: 0.947, Loss: 0.019 Epoch 27 Batch 82/269 - Train Accuracy: 0.965, Validation Accuracy: 0.946, Loss: 0.014 Epoch 27 Batch 83/269 - Train Accuracy: 0.952, Validation Accuracy: 0.950, Loss: 0.023 Epoch 27 Batch 84/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.016 Epoch 27 Batch 85/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.017 Epoch 27 Batch 86/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.014 Epoch 27 Batch 87/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.016 Epoch 27 Batch 88/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.017 Epoch 27 Batch 89/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.015 Epoch 27 Batch 90/269 - Train Accuracy: 0.953, Validation Accuracy: 0.958, Loss: 0.018 Epoch 27 Batch 91/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.016 Epoch 27 Batch 92/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.014 Epoch 27 Batch 93/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.015 Epoch 27 Batch 94/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.019 Epoch 27 Batch 95/269 - Train Accuracy: 0.957, Validation Accuracy: 0.962, Loss: 0.017 Epoch 27 Batch 96/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.018 Epoch 27 Batch 97/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.018 Epoch 27 Batch 98/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.017 Epoch 27 Batch 99/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.017 Epoch 27 Batch 100/269 - Train Accuracy: 0.960, Validation Accuracy: 0.961, Loss: 0.019 Epoch 27 Batch 101/269 - Train Accuracy: 0.956, Validation Accuracy: 0.960, Loss: 0.021 Epoch 27 Batch 102/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.015 Epoch 27 Batch 103/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.019 Epoch 27 Batch 104/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.017 Epoch 27 Batch 105/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.016 Epoch 27 Batch 106/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.015 Epoch 27 Batch 107/269 - Train Accuracy: 0.956, Validation Accuracy: 0.954, Loss: 0.017 Epoch 27 Batch 108/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.015 Epoch 27 Batch 109/269 - Train Accuracy: 0.955, Validation Accuracy: 0.960, Loss: 0.021 Epoch 27 Batch 110/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.015 Epoch 27 Batch 111/269 - Train Accuracy: 0.958, Validation Accuracy: 0.949, Loss: 0.018 Epoch 27 Batch 112/269 - Train Accuracy: 0.964, Validation Accuracy: 0.951, Loss: 0.019 Epoch 27 Batch 113/269 - Train Accuracy: 0.948, Validation Accuracy: 0.950, Loss: 0.018 Epoch 27 Batch 114/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.017 Epoch 27 Batch 115/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.019 Epoch 27 Batch 116/269 - Train Accuracy: 0.959, Validation Accuracy: 0.948, Loss: 0.016 Epoch 27 Batch 117/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.017 Epoch 27 Batch 118/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.017 Epoch 27 Batch 119/269 - Train Accuracy: 0.954, Validation Accuracy: 0.954, Loss: 0.016 Epoch 27 Batch 120/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.017 Epoch 27 Batch 121/269 - Train Accuracy: 0.956, Validation Accuracy: 0.952, Loss: 0.016 Epoch 27 Batch 122/269 - Train Accuracy: 0.952, Validation Accuracy: 0.952, Loss: 0.019 Epoch 27 Batch 123/269 - Train Accuracy: 0.952, Validation Accuracy: 0.951, Loss: 0.020 Epoch 27 Batch 124/269 - Train Accuracy: 0.960, Validation Accuracy: 0.946, Loss: 0.016 Epoch 27 Batch 125/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.015 Epoch 27 Batch 126/269 - Train Accuracy: 0.957, Validation Accuracy: 0.957, Loss: 0.017 Epoch 27 Batch 127/269 - Train Accuracy: 0.958, Validation Accuracy: 0.955, Loss: 0.017 Epoch 27 Batch 128/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.018 Epoch 27 Batch 129/269 - Train Accuracy: 0.943, Validation Accuracy: 0.956, Loss: 0.018 Epoch 27 Batch 130/269 - Train Accuracy: 0.955, Validation Accuracy: 0.951, Loss: 0.019 Epoch 27 Batch 131/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.021 Epoch 27 Batch 132/269 - Train Accuracy: 0.947, Validation Accuracy: 0.948, Loss: 0.018 Epoch 27 Batch 133/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.016 Epoch 27 Batch 134/269 - Train Accuracy: 0.955, Validation Accuracy: 0.954, Loss: 0.017 Epoch 27 Batch 135/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.016 Epoch 27 Batch 136/269 - Train Accuracy: 0.951, Validation Accuracy: 0.953, Loss: 0.018 Epoch 27 Batch 137/269 - Train Accuracy: 0.948, Validation Accuracy: 0.954, Loss: 0.022 Epoch 27 Batch 138/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.014 Epoch 27 Batch 139/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.016 Epoch 27 Batch 140/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.019 Epoch 27 Batch 141/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.017 Epoch 27 Batch 142/269 - Train Accuracy: 0.952, Validation Accuracy: 0.958, Loss: 0.017 Epoch 27 Batch 143/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.015 Epoch 27 Batch 144/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.014 Epoch 27 Batch 145/269 - Train Accuracy: 0.972, Validation Accuracy: 0.955, Loss: 0.015 Epoch 27 Batch 146/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.016 Epoch 27 Batch 147/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.020 Epoch 27 Batch 148/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.016 Epoch 27 Batch 149/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.019 Epoch 27 Batch 150/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.019 Epoch 27 Batch 151/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.019 Epoch 27 Batch 152/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.016 Epoch 27 Batch 153/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.015 Epoch 27 Batch 154/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.017 Epoch 27 Batch 155/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.016 Epoch 27 Batch 156/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.018 Epoch 27 Batch 157/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.015 Epoch 27 Batch 158/269 - Train Accuracy: 0.954, Validation Accuracy: 0.952, Loss: 0.017 Epoch 27 Batch 159/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.017 Epoch 27 Batch 160/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.016 Epoch 27 Batch 161/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.016 Epoch 27 Batch 162/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.016 Epoch 27 Batch 163/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.018 Epoch 27 Batch 164/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.015 Epoch 27 Batch 165/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.017 Epoch 27 Batch 166/269 - Train Accuracy: 0.963, Validation Accuracy: 0.951, Loss: 0.016 Epoch 27 Batch 167/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.017 Epoch 27 Batch 168/269 - Train Accuracy: 0.958, Validation Accuracy: 0.959, Loss: 0.018 Epoch 27 Batch 169/269 - Train Accuracy: 0.956, Validation Accuracy: 0.959, Loss: 0.015 Epoch 27 Batch 170/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.018 Epoch 27 Batch 171/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.015 Epoch 27 Batch 172/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.018 Epoch 27 Batch 173/269 - Train Accuracy: 0.957, Validation Accuracy: 0.957, Loss: 0.016 Epoch 27 Batch 174/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.016 Epoch 27 Batch 175/269 - Train Accuracy: 0.956, Validation Accuracy: 0.954, Loss: 0.024 Epoch 27 Batch 176/269 - Train Accuracy: 0.956, Validation Accuracy: 0.952, Loss: 0.018 Epoch 27 Batch 177/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.017 Epoch 27 Batch 178/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.014 Epoch 27 Batch 179/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.016 Epoch 27 Batch 180/269 - Train Accuracy: 0.969, Validation Accuracy: 0.952, Loss: 0.014 Epoch 27 Batch 181/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.020 Epoch 27 Batch 182/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.016 Epoch 27 Batch 183/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.012 Epoch 27 Batch 184/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.016 Epoch 27 Batch 185/269 - Train Accuracy: 0.971, Validation Accuracy: 0.954, Loss: 0.016 Epoch 27 Batch 186/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.013 Epoch 27 Batch 187/269 - Train Accuracy: 0.958, Validation Accuracy: 0.955, Loss: 0.014 Epoch 27 Batch 188/269 - Train Accuracy: 0.964, Validation Accuracy: 0.952, Loss: 0.014 Epoch 27 Batch 189/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.016 Epoch 27 Batch 190/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.018 Epoch 27 Batch 191/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.015 Epoch 27 Batch 192/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.015 Epoch 27 Batch 193/269 - Train Accuracy: 0.957, Validation Accuracy: 0.952, Loss: 0.015 Epoch 27 Batch 194/269 - Train Accuracy: 0.963, Validation Accuracy: 0.951, Loss: 0.015 Epoch 27 Batch 195/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.013 Epoch 27 Batch 196/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.016 Epoch 27 Batch 197/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.016 Epoch 27 Batch 198/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.016 Epoch 27 Batch 199/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.017 Epoch 27 Batch 200/269 - Train Accuracy: 0.976, Validation Accuracy: 0.953, Loss: 0.014 Epoch 27 Batch 201/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.016 Epoch 27 Batch 202/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.017 Epoch 27 Batch 203/269 - Train Accuracy: 0.956, Validation Accuracy: 0.955, Loss: 0.018 Epoch 27 Batch 204/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.015 Epoch 27 Batch 205/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.016 Epoch 27 Batch 206/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.018 Epoch 27 Batch 207/269 - Train Accuracy: 0.953, Validation Accuracy: 0.957, Loss: 0.016 Epoch 27 Batch 208/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.018 Epoch 27 Batch 209/269 - Train Accuracy: 0.958, Validation Accuracy: 0.962, Loss: 0.017 Epoch 27 Batch 210/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.014 Epoch 27 Batch 211/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.018 Epoch 27 Batch 212/269 - Train Accuracy: 0.958, Validation Accuracy: 0.959, Loss: 0.021 Epoch 27 Batch 213/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.016 Epoch 27 Batch 214/269 - Train Accuracy: 0.955, Validation Accuracy: 0.958, Loss: 0.017 Epoch 27 Batch 215/269 - Train Accuracy: 0.959, Validation Accuracy: 0.962, Loss: 0.018 Epoch 27 Batch 216/269 - Train Accuracy: 0.957, Validation Accuracy: 0.960, Loss: 0.025 Epoch 27 Batch 217/269 - Train Accuracy: 0.949, Validation Accuracy: 0.955, Loss: 0.018 Epoch 27 Batch 218/269 - Train Accuracy: 0.969, Validation Accuracy: 0.952, Loss: 0.014 Epoch 27 Batch 219/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.016 Epoch 27 Batch 220/269 - Train Accuracy: 0.951, Validation Accuracy: 0.953, Loss: 0.019 Epoch 27 Batch 221/269 - Train Accuracy: 0.955, Validation Accuracy: 0.953, Loss: 0.017 Epoch 27 Batch 222/269 - Train Accuracy: 0.975, Validation Accuracy: 0.954, Loss: 0.013 Epoch 27 Batch 223/269 - Train Accuracy: 0.960, Validation Accuracy: 0.950, Loss: 0.013 Epoch 27 Batch 224/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.021 Epoch 27 Batch 225/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.016 Epoch 27 Batch 226/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.017 Epoch 27 Batch 227/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.024 Epoch 27 Batch 228/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.015 Epoch 27 Batch 229/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.015 Epoch 27 Batch 230/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.015 Epoch 27 Batch 231/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.016 Epoch 27 Batch 232/269 - Train Accuracy: 0.953, Validation Accuracy: 0.960, Loss: 0.017 Epoch 27 Batch 233/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.019 Epoch 27 Batch 234/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.015 Epoch 27 Batch 235/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.012 Epoch 27 Batch 236/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.014 Epoch 27 Batch 237/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.014 Epoch 27 Batch 238/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.014 Epoch 27 Batch 239/269 - Train Accuracy: 0.963, Validation Accuracy: 0.947, Loss: 0.014 Epoch 27 Batch 240/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.016 Epoch 27 Batch 241/269 - Train Accuracy: 0.948, Validation Accuracy: 0.960, Loss: 0.018 Epoch 27 Batch 242/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.015 Epoch 27 Batch 243/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.013 Epoch 27 Batch 244/269 - Train Accuracy: 0.954, Validation Accuracy: 0.958, Loss: 0.016 Epoch 27 Batch 245/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.016 Epoch 27 Batch 246/269 - Train Accuracy: 0.951, Validation Accuracy: 0.958, Loss: 0.017 Epoch 27 Batch 247/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.015 Epoch 27 Batch 248/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.014 Epoch 27 Batch 249/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.014 Epoch 27 Batch 250/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.016 Epoch 27 Batch 251/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.015 Epoch 27 Batch 252/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.012 Epoch 27 Batch 253/269 - Train Accuracy: 0.954, Validation Accuracy: 0.956, Loss: 0.016 Epoch 27 Batch 254/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.016 Epoch 27 Batch 255/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.019 Epoch 27 Batch 256/269 - Train Accuracy: 0.955, Validation Accuracy: 0.958, Loss: 0.016 Epoch 27 Batch 257/269 - Train Accuracy: 0.957, Validation Accuracy: 0.959, Loss: 0.017 Epoch 27 Batch 258/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.017 Epoch 27 Batch 259/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.017 Epoch 27 Batch 260/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.017 Epoch 27 Batch 261/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.015 Epoch 27 Batch 262/269 - Train Accuracy: 0.955, Validation Accuracy: 0.954, Loss: 0.017 Epoch 27 Batch 263/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.016 Epoch 27 Batch 264/269 - Train Accuracy: 0.950, Validation Accuracy: 0.952, Loss: 0.016 Epoch 27 Batch 265/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.016 Epoch 27 Batch 266/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.013 Epoch 27 Batch 267/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.018 Epoch 28 Batch 0/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.017 Epoch 28 Batch 1/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.015 Epoch 28 Batch 2/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.016 Epoch 28 Batch 3/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.014 Epoch 28 Batch 4/269 - Train Accuracy: 0.958, Validation Accuracy: 0.962, Loss: 0.017 Epoch 28 Batch 5/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.017 Epoch 28 Batch 6/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.014 Epoch 28 Batch 7/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.015 Epoch 28 Batch 8/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.020 Epoch 28 Batch 9/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.018 Epoch 28 Batch 10/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.014 Epoch 28 Batch 11/269 - Train Accuracy: 0.964, Validation Accuracy: 0.942, Loss: 0.019 Epoch 28 Batch 12/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.020 Epoch 28 Batch 13/269 - Train Accuracy: 0.963, Validation Accuracy: 0.950, Loss: 0.013 Epoch 28 Batch 14/269 - Train Accuracy: 0.958, Validation Accuracy: 0.960, Loss: 0.017 Epoch 28 Batch 15/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.012 Epoch 28 Batch 16/269 - Train Accuracy: 0.955, Validation Accuracy: 0.958, Loss: 0.020 Epoch 28 Batch 17/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.014 Epoch 28 Batch 18/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.017 Epoch 28 Batch 19/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.013 Epoch 28 Batch 20/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.015 Epoch 28 Batch 21/269 - Train Accuracy: 0.950, Validation Accuracy: 0.963, Loss: 0.018 Epoch 28 Batch 22/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.014 Epoch 28 Batch 23/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.016 Epoch 28 Batch 24/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.013 Epoch 28 Batch 25/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.016 Epoch 28 Batch 26/269 - Train Accuracy: 0.961, Validation Accuracy: 0.964, Loss: 0.016 Epoch 28 Batch 27/269 - Train Accuracy: 0.960, Validation Accuracy: 0.961, Loss: 0.013 Epoch 28 Batch 28/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.015 Epoch 28 Batch 29/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.014 Epoch 28 Batch 30/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.017 Epoch 28 Batch 31/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.015 Epoch 28 Batch 32/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.013 Epoch 28 Batch 33/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.013 Epoch 28 Batch 34/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.013 Epoch 28 Batch 35/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.021 Epoch 28 Batch 36/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.016 Epoch 28 Batch 37/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.017 Epoch 28 Batch 38/269 - Train Accuracy: 0.954, Validation Accuracy: 0.960, Loss: 0.014 Epoch 28 Batch 39/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.016 Epoch 28 Batch 40/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.018 Epoch 28 Batch 41/269 - Train Accuracy: 0.955, Validation Accuracy: 0.960, Loss: 0.017 Epoch 28 Batch 42/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.013 Epoch 28 Batch 43/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.017 Epoch 28 Batch 44/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.017 Epoch 28 Batch 45/269 - Train Accuracy: 0.952, Validation Accuracy: 0.963, Loss: 0.019 Epoch 28 Batch 46/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.013 Epoch 28 Batch 47/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.014 Epoch 28 Batch 48/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.017 Epoch 28 Batch 49/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.012 Epoch 28 Batch 50/269 - Train Accuracy: 0.950, Validation Accuracy: 0.962, Loss: 0.021 Epoch 28 Batch 51/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.013 Epoch 28 Batch 52/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.011 Epoch 28 Batch 53/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.016 Epoch 28 Batch 54/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.014 Epoch 28 Batch 55/269 - Train Accuracy: 0.954, Validation Accuracy: 0.960, Loss: 0.016 Epoch 28 Batch 56/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.015 Epoch 28 Batch 57/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.019 Epoch 28 Batch 58/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.016 Epoch 28 Batch 59/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.011 Epoch 28 Batch 60/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.016 Epoch 28 Batch 61/269 - Train Accuracy: 0.958, Validation Accuracy: 0.962, Loss: 0.016 Epoch 28 Batch 62/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.018 Epoch 28 Batch 63/269 - Train Accuracy: 0.953, Validation Accuracy: 0.959, Loss: 0.019 Epoch 28 Batch 64/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.014 Epoch 28 Batch 65/269 - Train Accuracy: 0.958, Validation Accuracy: 0.966, Loss: 0.014 Epoch 28 Batch 66/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.017 Epoch 28 Batch 67/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.019 Epoch 28 Batch 68/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.017 Epoch 28 Batch 69/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.020 Epoch 28 Batch 70/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.014 Epoch 28 Batch 71/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.020 Epoch 28 Batch 72/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.018 Epoch 28 Batch 73/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.019 Epoch 28 Batch 74/269 - Train Accuracy: 0.968, Validation Accuracy: 0.947, Loss: 0.015 Epoch 28 Batch 75/269 - Train Accuracy: 0.953, Validation Accuracy: 0.954, Loss: 0.020 Epoch 28 Batch 76/269 - Train Accuracy: 0.957, Validation Accuracy: 0.960, Loss: 0.015 Epoch 28 Batch 77/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.016 Epoch 28 Batch 78/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.014 Epoch 28 Batch 79/269 - Train Accuracy: 0.957, Validation Accuracy: 0.957, Loss: 0.018 Epoch 28 Batch 80/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.015 Epoch 28 Batch 81/269 - Train Accuracy: 0.961, Validation Accuracy: 0.950, Loss: 0.017 Epoch 28 Batch 82/269 - Train Accuracy: 0.965, Validation Accuracy: 0.952, Loss: 0.013 Epoch 28 Batch 83/269 - Train Accuracy: 0.955, Validation Accuracy: 0.958, Loss: 0.023 Epoch 28 Batch 84/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.015 Epoch 28 Batch 85/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.016 Epoch 28 Batch 86/269 - Train Accuracy: 0.966, Validation Accuracy: 0.947, Loss: 0.013 Epoch 28 Batch 87/269 - Train Accuracy: 0.957, Validation Accuracy: 0.948, Loss: 0.014 Epoch 28 Batch 88/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.015 Epoch 28 Batch 89/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.014 Epoch 28 Batch 90/269 - Train Accuracy: 0.955, Validation Accuracy: 0.961, Loss: 0.017 Epoch 28 Batch 91/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.015 Epoch 28 Batch 92/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.013 Epoch 28 Batch 93/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.014 Epoch 28 Batch 94/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.018 Epoch 28 Batch 95/269 - Train Accuracy: 0.958, Validation Accuracy: 0.961, Loss: 0.015 Epoch 28 Batch 96/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.016 Epoch 28 Batch 97/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.016 Epoch 28 Batch 98/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.016 Epoch 28 Batch 99/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.015 Epoch 28 Batch 100/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.017 Epoch 28 Batch 101/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.021 Epoch 28 Batch 102/269 - Train Accuracy: 0.959, Validation Accuracy: 0.962, Loss: 0.016 Epoch 28 Batch 103/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.017 Epoch 28 Batch 104/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.015 Epoch 28 Batch 105/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.015 Epoch 28 Batch 106/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.015 Epoch 28 Batch 107/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.018 Epoch 28 Batch 108/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.014 Epoch 28 Batch 109/269 - Train Accuracy: 0.954, Validation Accuracy: 0.956, Loss: 0.020 Epoch 28 Batch 110/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.014 Epoch 28 Batch 111/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.019 Epoch 28 Batch 112/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.019 Epoch 28 Batch 113/269 - Train Accuracy: 0.949, Validation Accuracy: 0.955, Loss: 0.017 Epoch 28 Batch 114/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.017 Epoch 28 Batch 115/269 - Train Accuracy: 0.953, Validation Accuracy: 0.955, Loss: 0.019 Epoch 28 Batch 116/269 - Train Accuracy: 0.963, Validation Accuracy: 0.950, Loss: 0.016 Epoch 28 Batch 117/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.015 Epoch 28 Batch 118/269 - Train Accuracy: 0.955, Validation Accuracy: 0.959, Loss: 0.016 Epoch 28 Batch 119/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.017 Epoch 28 Batch 120/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.016 Epoch 28 Batch 121/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.014 Epoch 28 Batch 122/269 - Train Accuracy: 0.949, Validation Accuracy: 0.953, Loss: 0.018 Epoch 28 Batch 123/269 - Train Accuracy: 0.953, Validation Accuracy: 0.953, Loss: 0.019 Epoch 28 Batch 124/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.015 Epoch 28 Batch 125/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.014 Epoch 28 Batch 126/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.016 Epoch 28 Batch 127/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.016 Epoch 28 Batch 128/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.014 Epoch 28 Batch 129/269 - Train Accuracy: 0.948, Validation Accuracy: 0.954, Loss: 0.018 Epoch 28 Batch 130/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.018 Epoch 28 Batch 131/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.018 Epoch 28 Batch 132/269 - Train Accuracy: 0.950, Validation Accuracy: 0.956, Loss: 0.017 Epoch 28 Batch 133/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.015 Epoch 28 Batch 134/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.016 Epoch 28 Batch 135/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.015 Epoch 28 Batch 136/269 - Train Accuracy: 0.951, Validation Accuracy: 0.957, Loss: 0.018 Epoch 28 Batch 137/269 - Train Accuracy: 0.946, Validation Accuracy: 0.956, Loss: 0.021 Epoch 28 Batch 138/269 - Train Accuracy: 0.964, Validation Accuracy: 0.952, Loss: 0.013 Epoch 28 Batch 139/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.014 Epoch 28 Batch 140/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.017 Epoch 28 Batch 141/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.017 Epoch 28 Batch 142/269 - Train Accuracy: 0.952, Validation Accuracy: 0.961, Loss: 0.016 Epoch 28 Batch 143/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.013 Epoch 28 Batch 144/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.013 Epoch 28 Batch 145/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.014 Epoch 28 Batch 146/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.014 Epoch 28 Batch 147/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.020 Epoch 28 Batch 148/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.015 Epoch 28 Batch 149/269 - Train Accuracy: 0.954, Validation Accuracy: 0.955, Loss: 0.017 Epoch 28 Batch 150/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.018 Epoch 28 Batch 151/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.018 Epoch 28 Batch 152/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.015 Epoch 28 Batch 153/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.014 Epoch 28 Batch 154/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.016 Epoch 28 Batch 155/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.016 Epoch 28 Batch 156/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.016 Epoch 28 Batch 157/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.013 Epoch 28 Batch 158/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.016 Epoch 28 Batch 159/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.017 Epoch 28 Batch 160/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.014 Epoch 28 Batch 161/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.015 Epoch 28 Batch 162/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.015 Epoch 28 Batch 163/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.016 Epoch 28 Batch 164/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.015 Epoch 28 Batch 165/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.016 Epoch 28 Batch 166/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.017 Epoch 28 Batch 167/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.017 Epoch 28 Batch 168/269 - Train Accuracy: 0.957, Validation Accuracy: 0.958, Loss: 0.018 Epoch 28 Batch 169/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.014 Epoch 28 Batch 170/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.017 Epoch 28 Batch 171/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.014 Epoch 28 Batch 172/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.016 Epoch 28 Batch 173/269 - Train Accuracy: 0.955, Validation Accuracy: 0.956, Loss: 0.016 Epoch 28 Batch 174/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.016 Epoch 28 Batch 175/269 - Train Accuracy: 0.956, Validation Accuracy: 0.960, Loss: 0.024 Epoch 28 Batch 176/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.016 Epoch 28 Batch 177/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.016 Epoch 28 Batch 178/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.015 Epoch 28 Batch 179/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.016 Epoch 28 Batch 180/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.014 Epoch 28 Batch 181/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.017 Epoch 28 Batch 182/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.016 Epoch 28 Batch 183/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 28 Batch 184/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.015 Epoch 28 Batch 185/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.014 Epoch 28 Batch 186/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.012 Epoch 28 Batch 187/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.014 Epoch 28 Batch 188/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.013 Epoch 28 Batch 189/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.015 Epoch 28 Batch 190/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.017 Epoch 28 Batch 191/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.014 Epoch 28 Batch 192/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.014 Epoch 28 Batch 193/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.014 Epoch 28 Batch 194/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.014 Epoch 28 Batch 195/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.014 Epoch 28 Batch 196/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.016 Epoch 28 Batch 197/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.015 Epoch 28 Batch 198/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.014 Epoch 28 Batch 199/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.017 Epoch 28 Batch 200/269 - Train Accuracy: 0.975, Validation Accuracy: 0.957, Loss: 0.013 Epoch 28 Batch 201/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.015 Epoch 28 Batch 202/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.016 Epoch 28 Batch 203/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.017 Epoch 28 Batch 204/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.014 Epoch 28 Batch 205/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.015 Epoch 28 Batch 206/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.018 Epoch 28 Batch 207/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.015 Epoch 28 Batch 208/269 - Train Accuracy: 0.960, Validation Accuracy: 0.961, Loss: 0.016 Epoch 28 Batch 209/269 - Train Accuracy: 0.958, Validation Accuracy: 0.963, Loss: 0.017 Epoch 28 Batch 210/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 28 Batch 211/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.016 Epoch 28 Batch 212/269 - Train Accuracy: 0.957, Validation Accuracy: 0.959, Loss: 0.020 Epoch 28 Batch 213/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.014 Epoch 28 Batch 214/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.015 Epoch 28 Batch 215/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.017 Epoch 28 Batch 216/269 - Train Accuracy: 0.954, Validation Accuracy: 0.961, Loss: 0.023 Epoch 28 Batch 217/269 - Train Accuracy: 0.952, Validation Accuracy: 0.955, Loss: 0.016 Epoch 28 Batch 218/269 - Train Accuracy: 0.970, Validation Accuracy: 0.955, Loss: 0.013 Epoch 28 Batch 219/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.015 Epoch 28 Batch 220/269 - Train Accuracy: 0.953, Validation Accuracy: 0.957, Loss: 0.017 Epoch 28 Batch 221/269 - Train Accuracy: 0.958, Validation Accuracy: 0.951, Loss: 0.015 Epoch 28 Batch 222/269 - Train Accuracy: 0.974, Validation Accuracy: 0.955, Loss: 0.013 Epoch 28 Batch 223/269 - Train Accuracy: 0.966, Validation Accuracy: 0.951, Loss: 0.012 Epoch 28 Batch 224/269 - Train Accuracy: 0.957, Validation Accuracy: 0.952, Loss: 0.020 Epoch 28 Batch 225/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.015 Epoch 28 Batch 226/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.016 Epoch 28 Batch 227/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.022 Epoch 28 Batch 228/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.013 Epoch 28 Batch 229/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.014 Epoch 28 Batch 230/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.014 Epoch 28 Batch 231/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.015 Epoch 28 Batch 232/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.017 Epoch 28 Batch 233/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.017 Epoch 28 Batch 234/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.015 Epoch 28 Batch 235/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.011 Epoch 28 Batch 236/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.013 Epoch 28 Batch 237/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.013 Epoch 28 Batch 238/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.014 Epoch 28 Batch 239/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.014 Epoch 28 Batch 240/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.015 Epoch 28 Batch 241/269 - Train Accuracy: 0.948, Validation Accuracy: 0.961, Loss: 0.018 Epoch 28 Batch 242/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.014 Epoch 28 Batch 243/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.012 Epoch 28 Batch 244/269 - Train Accuracy: 0.957, Validation Accuracy: 0.961, Loss: 0.016 Epoch 28 Batch 245/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.015 Epoch 28 Batch 246/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.015 Epoch 28 Batch 247/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.014 Epoch 28 Batch 248/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.012 Epoch 28 Batch 249/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.013 Epoch 28 Batch 250/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.014 Epoch 28 Batch 251/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.013 Epoch 28 Batch 252/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.010 Epoch 28 Batch 253/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.014 Epoch 28 Batch 254/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.015 Epoch 28 Batch 255/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.018 Epoch 28 Batch 256/269 - Train Accuracy: 0.956, Validation Accuracy: 0.958, Loss: 0.014 Epoch 28 Batch 257/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.016 Epoch 28 Batch 258/269 - Train Accuracy: 0.960, Validation Accuracy: 0.962, Loss: 0.015 Epoch 28 Batch 259/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.016 Epoch 28 Batch 260/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.016 Epoch 28 Batch 261/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.014 Epoch 28 Batch 262/269 - Train Accuracy: 0.957, Validation Accuracy: 0.952, Loss: 0.016 Epoch 28 Batch 263/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.015 Epoch 28 Batch 264/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.016 Epoch 28 Batch 265/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.014 Epoch 28 Batch 266/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.012 Epoch 28 Batch 267/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.017 Epoch 29 Batch 0/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.016 Epoch 29 Batch 1/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.014 Epoch 29 Batch 2/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.014 Epoch 29 Batch 3/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.012 Epoch 29 Batch 4/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.016 Epoch 29 Batch 5/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.015 Epoch 29 Batch 6/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.012 Epoch 29 Batch 7/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.014 Epoch 29 Batch 8/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.017 Epoch 29 Batch 9/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.016 Epoch 29 Batch 10/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.013 Epoch 29 Batch 11/269 - Train Accuracy: 0.963, Validation Accuracy: 0.949, Loss: 0.018 Epoch 29 Batch 12/269 - Train Accuracy: 0.959, Validation Accuracy: 0.943, Loss: 0.019 Epoch 29 Batch 13/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.013 Epoch 29 Batch 14/269 - Train Accuracy: 0.960, Validation Accuracy: 0.948, Loss: 0.015 Epoch 29 Batch 15/269 - Train Accuracy: 0.972, Validation Accuracy: 0.952, Loss: 0.010 Epoch 29 Batch 16/269 - Train Accuracy: 0.955, Validation Accuracy: 0.962, Loss: 0.020 Epoch 29 Batch 17/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.013 Epoch 29 Batch 18/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.016 Epoch 29 Batch 19/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.012 Epoch 29 Batch 20/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.014 Epoch 29 Batch 21/269 - Train Accuracy: 0.951, Validation Accuracy: 0.955, Loss: 0.017 Epoch 29 Batch 22/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.013 Epoch 29 Batch 23/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.016 Epoch 29 Batch 24/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.012 Epoch 29 Batch 25/269 - Train Accuracy: 0.959, Validation Accuracy: 0.949, Loss: 0.015 Epoch 29 Batch 26/269 - Train Accuracy: 0.962, Validation Accuracy: 0.965, Loss: 0.016 Epoch 29 Batch 27/269 - Train Accuracy: 0.953, Validation Accuracy: 0.959, Loss: 0.013 Epoch 29 Batch 28/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.015 Epoch 29 Batch 29/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.014 Epoch 29 Batch 30/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.016 Epoch 29 Batch 31/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.014 Epoch 29 Batch 32/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.012 Epoch 29 Batch 33/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.012 Epoch 29 Batch 34/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.013 Epoch 29 Batch 35/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.021 Epoch 29 Batch 36/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.015 Epoch 29 Batch 37/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.016 Epoch 29 Batch 38/269 - Train Accuracy: 0.957, Validation Accuracy: 0.961, Loss: 0.013 Epoch 29 Batch 39/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.014 Epoch 29 Batch 40/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.016 Epoch 29 Batch 41/269 - Train Accuracy: 0.955, Validation Accuracy: 0.962, Loss: 0.017 Epoch 29 Batch 42/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.012 Epoch 29 Batch 43/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.015 Epoch 29 Batch 44/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.016 Epoch 29 Batch 45/269 - Train Accuracy: 0.956, Validation Accuracy: 0.960, Loss: 0.017 Epoch 29 Batch 46/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.012 Epoch 29 Batch 47/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.013 Epoch 29 Batch 48/269 - Train Accuracy: 0.958, Validation Accuracy: 0.960, Loss: 0.016 Epoch 29 Batch 49/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.012 Epoch 29 Batch 50/269 - Train Accuracy: 0.955, Validation Accuracy: 0.962, Loss: 0.019 Epoch 29 Batch 51/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.012 Epoch 29 Batch 52/269 - Train Accuracy: 0.962, Validation Accuracy: 0.966, Loss: 0.011 Epoch 29 Batch 53/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.015 Epoch 29 Batch 54/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.013 Epoch 29 Batch 55/269 - Train Accuracy: 0.958, Validation Accuracy: 0.962, Loss: 0.014 Epoch 29 Batch 56/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.014 Epoch 29 Batch 57/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.018 Epoch 29 Batch 58/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.015 Epoch 29 Batch 59/269 - Train Accuracy: 0.973, Validation Accuracy: 0.957, Loss: 0.010 Epoch 29 Batch 60/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.015 Epoch 29 Batch 61/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.015 Epoch 29 Batch 62/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.017 Epoch 29 Batch 63/269 - Train Accuracy: 0.956, Validation Accuracy: 0.961, Loss: 0.018 Epoch 29 Batch 64/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.012 Epoch 29 Batch 65/269 - Train Accuracy: 0.962, Validation Accuracy: 0.965, Loss: 0.013 Epoch 29 Batch 66/269 - Train Accuracy: 0.958, Validation Accuracy: 0.962, Loss: 0.017 Epoch 29 Batch 67/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.018 Epoch 29 Batch 68/269 - Train Accuracy: 0.963, Validation Accuracy: 0.947, Loss: 0.016 Epoch 29 Batch 69/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.019 Epoch 29 Batch 70/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.014 Epoch 29 Batch 71/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.019 Epoch 29 Batch 72/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.018 Epoch 29 Batch 73/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.017 Epoch 29 Batch 74/269 - Train Accuracy: 0.967, Validation Accuracy: 0.946, Loss: 0.014 Epoch 29 Batch 75/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.019 Epoch 29 Batch 76/269 - Train Accuracy: 0.955, Validation Accuracy: 0.952, Loss: 0.013 Epoch 29 Batch 77/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.015 Epoch 29 Batch 78/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.013 Epoch 29 Batch 79/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.017 Epoch 29 Batch 80/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.013 Epoch 29 Batch 81/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.016 Epoch 29 Batch 82/269 - Train Accuracy: 0.969, Validation Accuracy: 0.953, Loss: 0.012 Epoch 29 Batch 83/269 - Train Accuracy: 0.960, Validation Accuracy: 0.961, Loss: 0.021 Epoch 29 Batch 84/269 - Train Accuracy: 0.960, Validation Accuracy: 0.961, Loss: 0.014 Epoch 29 Batch 85/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.014 Epoch 29 Batch 86/269 - Train Accuracy: 0.968, Validation Accuracy: 0.953, Loss: 0.012 Epoch 29 Batch 87/269 - Train Accuracy: 0.958, Validation Accuracy: 0.947, Loss: 0.013 Epoch 29 Batch 88/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.014 Epoch 29 Batch 89/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.013 Epoch 29 Batch 90/269 - Train Accuracy: 0.955, Validation Accuracy: 0.962, Loss: 0.016 Epoch 29 Batch 91/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.014 Epoch 29 Batch 92/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.012 Epoch 29 Batch 93/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.013 Epoch 29 Batch 94/269 - Train Accuracy: 0.962, Validation Accuracy: 0.965, Loss: 0.017 Epoch 29 Batch 95/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.014 Epoch 29 Batch 96/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.016 Epoch 29 Batch 97/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.016 Epoch 29 Batch 98/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.016 Epoch 29 Batch 99/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.015 Epoch 29 Batch 100/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.016 Epoch 29 Batch 101/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.019 Epoch 29 Batch 102/269 - Train Accuracy: 0.957, Validation Accuracy: 0.959, Loss: 0.014 Epoch 29 Batch 103/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.017 Epoch 29 Batch 104/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.014 Epoch 29 Batch 105/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.014 Epoch 29 Batch 106/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.014 Epoch 29 Batch 107/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.016 Epoch 29 Batch 108/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.014 Epoch 29 Batch 109/269 - Train Accuracy: 0.955, Validation Accuracy: 0.962, Loss: 0.018 Epoch 29 Batch 110/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.014 Epoch 29 Batch 111/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.018 Epoch 29 Batch 112/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.018 Epoch 29 Batch 113/269 - Train Accuracy: 0.953, Validation Accuracy: 0.952, Loss: 0.016 Epoch 29 Batch 114/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.016 Epoch 29 Batch 115/269 - Train Accuracy: 0.958, Validation Accuracy: 0.948, Loss: 0.017 Epoch 29 Batch 116/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.017 Epoch 29 Batch 117/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.017 Epoch 29 Batch 118/269 - Train Accuracy: 0.952, Validation Accuracy: 0.954, Loss: 0.016 Epoch 29 Batch 119/269 - Train Accuracy: 0.956, Validation Accuracy: 0.954, Loss: 0.020 Epoch 29 Batch 120/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.018 Epoch 29 Batch 121/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.014 Epoch 29 Batch 122/269 - Train Accuracy: 0.950, Validation Accuracy: 0.959, Loss: 0.020 Epoch 29 Batch 123/269 - Train Accuracy: 0.947, Validation Accuracy: 0.956, Loss: 0.018 Epoch 29 Batch 124/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.017 Epoch 29 Batch 125/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.014 Epoch 29 Batch 126/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.015 Epoch 29 Batch 127/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.017 Epoch 29 Batch 128/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.015 Epoch 29 Batch 129/269 - Train Accuracy: 0.949, Validation Accuracy: 0.949, Loss: 0.017 Epoch 29 Batch 130/269 - Train Accuracy: 0.957, Validation Accuracy: 0.951, Loss: 0.017 Epoch 29 Batch 131/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.019 Epoch 29 Batch 132/269 - Train Accuracy: 0.953, Validation Accuracy: 0.953, Loss: 0.017 Epoch 29 Batch 133/269 - Train Accuracy: 0.958, Validation Accuracy: 0.946, Loss: 0.015 Epoch 29 Batch 134/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.017 Epoch 29 Batch 135/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.014 Epoch 29 Batch 136/269 - Train Accuracy: 0.948, Validation Accuracy: 0.956, Loss: 0.017 Epoch 29 Batch 137/269 - Train Accuracy: 0.947, Validation Accuracy: 0.954, Loss: 0.021 Epoch 29 Batch 138/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.012 Epoch 29 Batch 139/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.015 Epoch 29 Batch 140/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.017 Epoch 29 Batch 141/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.015 Epoch 29 Batch 142/269 - Train Accuracy: 0.957, Validation Accuracy: 0.958, Loss: 0.016 Epoch 29 Batch 143/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.013 Epoch 29 Batch 144/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 29 Batch 145/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.014 Epoch 29 Batch 146/269 - Train Accuracy: 0.954, Validation Accuracy: 0.964, Loss: 0.014 Epoch 29 Batch 147/269 - Train Accuracy: 0.960, Validation Accuracy: 0.961, Loss: 0.018 Epoch 29 Batch 148/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.014 Epoch 29 Batch 149/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.017 Epoch 29 Batch 150/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.018 Epoch 29 Batch 151/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.016 Epoch 29 Batch 152/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.015 Epoch 29 Batch 153/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.013 Epoch 29 Batch 154/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.015 Epoch 29 Batch 155/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.015 Epoch 29 Batch 156/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.017 Epoch 29 Batch 157/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.013 Epoch 29 Batch 158/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.014 Epoch 29 Batch 159/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.016 Epoch 29 Batch 160/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.013 Epoch 29 Batch 161/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.014 Epoch 29 Batch 162/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.014 Epoch 29 Batch 163/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.015 Epoch 29 Batch 164/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.013 Epoch 29 Batch 165/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.015 Epoch 29 Batch 166/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.014 Epoch 29 Batch 167/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.016 Epoch 29 Batch 168/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.015 Epoch 29 Batch 169/269 - Train Accuracy: 0.960, Validation Accuracy: 0.961, Loss: 0.014 Epoch 29 Batch 170/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.016 Epoch 29 Batch 171/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.013 Epoch 29 Batch 172/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.016 Epoch 29 Batch 173/269 - Train Accuracy: 0.954, Validation Accuracy: 0.948, Loss: 0.014 Epoch 29 Batch 174/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.016 Epoch 29 Batch 175/269 - Train Accuracy: 0.958, Validation Accuracy: 0.963, Loss: 0.023 Epoch 29 Batch 176/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.016 Epoch 29 Batch 177/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.016 Epoch 29 Batch 178/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.012 Epoch 29 Batch 179/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.015 Epoch 29 Batch 180/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.014 Epoch 29 Batch 181/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.016 Epoch 29 Batch 182/269 - Train Accuracy: 0.960, Validation Accuracy: 0.965, Loss: 0.015 Epoch 29 Batch 183/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 29 Batch 184/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.013 Epoch 29 Batch 185/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.014 Epoch 29 Batch 186/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.011 Epoch 29 Batch 187/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.013 Epoch 29 Batch 188/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.012 Epoch 29 Batch 189/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.014 Epoch 29 Batch 190/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.016 Epoch 29 Batch 191/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.014 Epoch 29 Batch 192/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.013 Epoch 29 Batch 193/269 - Train Accuracy: 0.957, Validation Accuracy: 0.959, Loss: 0.013 Epoch 29 Batch 194/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.014 Epoch 29 Batch 195/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.012 Epoch 29 Batch 196/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.015 Epoch 29 Batch 197/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.013 Epoch 29 Batch 198/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.013 Epoch 29 Batch 199/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.016 Epoch 29 Batch 200/269 - Train Accuracy: 0.976, Validation Accuracy: 0.953, Loss: 0.013 Epoch 29 Batch 201/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.014 Epoch 29 Batch 202/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.015 Epoch 29 Batch 203/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.016 Epoch 29 Batch 204/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.013 Epoch 29 Batch 205/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.014 Epoch 29 Batch 206/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.018 Epoch 29 Batch 207/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.013 Epoch 29 Batch 208/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.015 Epoch 29 Batch 209/269 - Train Accuracy: 0.960, Validation Accuracy: 0.963, Loss: 0.015 Epoch 29 Batch 210/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.012 Epoch 29 Batch 211/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.015 Epoch 29 Batch 212/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.019 Epoch 29 Batch 213/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.014 Epoch 29 Batch 214/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.015 Epoch 29 Batch 215/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.015 Epoch 29 Batch 216/269 - Train Accuracy: 0.956, Validation Accuracy: 0.956, Loss: 0.023 Epoch 29 Batch 217/269 - Train Accuracy: 0.952, Validation Accuracy: 0.958, Loss: 0.016 Epoch 29 Batch 218/269 - Train Accuracy: 0.969, Validation Accuracy: 0.953, Loss: 0.012 Epoch 29 Batch 219/269 - Train Accuracy: 0.973, Validation Accuracy: 0.954, Loss: 0.014 Epoch 29 Batch 220/269 - Train Accuracy: 0.951, Validation Accuracy: 0.957, Loss: 0.016 Epoch 29 Batch 221/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.014 Epoch 29 Batch 222/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.013 Epoch 29 Batch 223/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.011 Epoch 29 Batch 224/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.020 Epoch 29 Batch 225/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.013 Epoch 29 Batch 226/269 - Train Accuracy: 0.970, Validation Accuracy: 0.953, Loss: 0.015 Epoch 29 Batch 227/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.022 Epoch 29 Batch 228/269 - Train Accuracy: 0.970, Validation Accuracy: 0.950, Loss: 0.013 Epoch 29 Batch 229/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.014 Epoch 29 Batch 230/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.013 Epoch 29 Batch 231/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.014 Epoch 29 Batch 232/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.016 Epoch 29 Batch 233/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.017 Epoch 29 Batch 234/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.013 Epoch 29 Batch 235/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.010 Epoch 29 Batch 236/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.013 Epoch 29 Batch 237/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.012 Epoch 29 Batch 238/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.013 Epoch 29 Batch 239/269 - Train Accuracy: 0.966, Validation Accuracy: 0.950, Loss: 0.013 Epoch 29 Batch 240/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.014 Epoch 29 Batch 241/269 - Train Accuracy: 0.958, Validation Accuracy: 0.955, Loss: 0.017 Epoch 29 Batch 242/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.013 Epoch 29 Batch 243/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.012 Epoch 29 Batch 244/269 - Train Accuracy: 0.960, Validation Accuracy: 0.961, Loss: 0.015 Epoch 29 Batch 245/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.014 Epoch 29 Batch 246/269 - Train Accuracy: 0.953, Validation Accuracy: 0.959, Loss: 0.014 Epoch 29 Batch 247/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.014 Epoch 29 Batch 248/269 - Train Accuracy: 0.973, Validation Accuracy: 0.957, Loss: 0.011 Epoch 29 Batch 249/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.013 Epoch 29 Batch 250/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.014 Epoch 29 Batch 251/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.013 Epoch 29 Batch 252/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.010 Epoch 29 Batch 253/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.014 Epoch 29 Batch 254/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.014 Epoch 29 Batch 255/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.018 Epoch 29 Batch 256/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.013 Epoch 29 Batch 257/269 - Train Accuracy: 0.960, Validation Accuracy: 0.962, Loss: 0.015 Epoch 29 Batch 258/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.015 Epoch 29 Batch 259/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.014 Epoch 29 Batch 260/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.014 Epoch 29 Batch 261/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.014 Epoch 29 Batch 262/269 - Train Accuracy: 0.956, Validation Accuracy: 0.956, Loss: 0.016 Epoch 29 Batch 263/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.014 Epoch 29 Batch 264/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.014 Epoch 29 Batch 265/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.014 Epoch 29 Batch 266/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.012 Epoch 29 Batch 267/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.016 Epoch 30 Batch 0/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.015 Epoch 30 Batch 1/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.014 Epoch 30 Batch 2/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.013 Epoch 30 Batch 3/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.012 Epoch 30 Batch 4/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.016 Epoch 30 Batch 5/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.015 Epoch 30 Batch 6/269 - Train Accuracy: 0.964, Validation Accuracy: 0.952, Loss: 0.011 Epoch 30 Batch 7/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.014 Epoch 30 Batch 8/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.017 Epoch 30 Batch 9/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.015 Epoch 30 Batch 10/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.013 Epoch 30 Batch 11/269 - Train Accuracy: 0.963, Validation Accuracy: 0.951, Loss: 0.016 Epoch 30 Batch 12/269 - Train Accuracy: 0.957, Validation Accuracy: 0.950, Loss: 0.018 Epoch 30 Batch 13/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.012 Epoch 30 Batch 14/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.014 Epoch 30 Batch 15/269 - Train Accuracy: 0.973, Validation Accuracy: 0.954, Loss: 0.011 Epoch 30 Batch 16/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.018 Epoch 30 Batch 17/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.012 Epoch 30 Batch 18/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.015 Epoch 30 Batch 19/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.012 Epoch 30 Batch 20/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.014 Epoch 30 Batch 21/269 - Train Accuracy: 0.954, Validation Accuracy: 0.960, Loss: 0.016 Epoch 30 Batch 22/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.012 Epoch 30 Batch 23/269 - Train Accuracy: 0.960, Validation Accuracy: 0.964, Loss: 0.016 Epoch 30 Batch 24/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.012 Epoch 30 Batch 25/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.014 Epoch 30 Batch 26/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.015 Epoch 30 Batch 27/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.013 Epoch 30 Batch 28/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.014 Epoch 30 Batch 29/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.013 Epoch 30 Batch 30/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.016 Epoch 30 Batch 31/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.013 Epoch 30 Batch 32/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.011 Epoch 30 Batch 33/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.012 Epoch 30 Batch 34/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.012 Epoch 30 Batch 35/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.021 Epoch 30 Batch 36/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.014 Epoch 30 Batch 37/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.015 Epoch 30 Batch 38/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.013 Epoch 30 Batch 39/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.013 Epoch 30 Batch 40/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.016 Epoch 30 Batch 41/269 - Train Accuracy: 0.956, Validation Accuracy: 0.963, Loss: 0.015 Epoch 30 Batch 42/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 30 Batch 43/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.014 Epoch 30 Batch 44/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.014 Epoch 30 Batch 45/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.016 Epoch 30 Batch 46/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.011 Epoch 30 Batch 47/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.012 Epoch 30 Batch 48/269 - Train Accuracy: 0.961, Validation Accuracy: 0.964, Loss: 0.015 Epoch 30 Batch 49/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.012 Epoch 30 Batch 50/269 - Train Accuracy: 0.956, Validation Accuracy: 0.962, Loss: 0.018 Epoch 30 Batch 51/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 30 Batch 52/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 30 Batch 53/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.014 Epoch 30 Batch 54/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.012 Epoch 30 Batch 55/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.013 Epoch 30 Batch 56/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.012 Epoch 30 Batch 57/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.017 Epoch 30 Batch 58/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.015 Epoch 30 Batch 59/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.010 Epoch 30 Batch 60/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.014 Epoch 30 Batch 61/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.014 Epoch 30 Batch 62/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.015 Epoch 30 Batch 63/269 - Train Accuracy: 0.962, Validation Accuracy: 0.969, Loss: 0.017 Epoch 30 Batch 64/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.012 Epoch 30 Batch 65/269 - Train Accuracy: 0.959, Validation Accuracy: 0.967, Loss: 0.011 Epoch 30 Batch 66/269 - Train Accuracy: 0.961, Validation Accuracy: 0.966, Loss: 0.016 Epoch 30 Batch 67/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.017 Epoch 30 Batch 68/269 - Train Accuracy: 0.966, Validation Accuracy: 0.952, Loss: 0.014 Epoch 30 Batch 69/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.018 Epoch 30 Batch 70/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.013 Epoch 30 Batch 71/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.020 Epoch 30 Batch 72/269 - Train Accuracy: 0.953, Validation Accuracy: 0.953, Loss: 0.015 Epoch 30 Batch 73/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.017 Epoch 30 Batch 74/269 - Train Accuracy: 0.968, Validation Accuracy: 0.943, Loss: 0.014 Epoch 30 Batch 75/269 - Train Accuracy: 0.955, Validation Accuracy: 0.945, Loss: 0.017 Epoch 30 Batch 76/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.013 Epoch 30 Batch 77/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.015 Epoch 30 Batch 78/269 - Train Accuracy: 0.970, Validation Accuracy: 0.948, Loss: 0.013 Epoch 30 Batch 79/269 - Train Accuracy: 0.960, Validation Accuracy: 0.962, Loss: 0.018 Epoch 30 Batch 80/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.013 Epoch 30 Batch 81/269 - Train Accuracy: 0.964, Validation Accuracy: 0.952, Loss: 0.015 Epoch 30 Batch 82/269 - Train Accuracy: 0.973, Validation Accuracy: 0.954, Loss: 0.011 Epoch 30 Batch 83/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.022 Epoch 30 Batch 84/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.013 Epoch 30 Batch 85/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.014 Epoch 30 Batch 86/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.012 Epoch 30 Batch 87/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.012 Epoch 30 Batch 88/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.015 Epoch 30 Batch 89/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.013 Epoch 30 Batch 90/269 - Train Accuracy: 0.956, Validation Accuracy: 0.962, Loss: 0.014 Epoch 30 Batch 91/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.013 Epoch 30 Batch 92/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.012 Epoch 30 Batch 93/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.012 Epoch 30 Batch 94/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.016 Epoch 30 Batch 95/269 - Train Accuracy: 0.960, Validation Accuracy: 0.965, Loss: 0.014 Epoch 30 Batch 96/269 - Train Accuracy: 0.960, Validation Accuracy: 0.961, Loss: 0.015 Epoch 30 Batch 97/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.015 Epoch 30 Batch 98/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.015 Epoch 30 Batch 99/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.014 Epoch 30 Batch 100/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.016 Epoch 30 Batch 101/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.019 Epoch 30 Batch 102/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.012 Epoch 30 Batch 103/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.015 Epoch 30 Batch 104/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.014 Epoch 30 Batch 105/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.013 Epoch 30 Batch 106/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.012 Epoch 30 Batch 107/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.016 Epoch 30 Batch 108/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.012 Epoch 30 Batch 109/269 - Train Accuracy: 0.959, Validation Accuracy: 0.964, Loss: 0.020 Epoch 30 Batch 110/269 - Train Accuracy: 0.962, Validation Accuracy: 0.949, Loss: 0.013 Epoch 30 Batch 111/269 - Train Accuracy: 0.925, Validation Accuracy: 0.921, Loss: 0.027 Epoch 30 Batch 112/269 - Train Accuracy: 0.890, Validation Accuracy: 0.890, Loss: 0.158 Epoch 30 Batch 113/269 - Train Accuracy: 0.766, Validation Accuracy: 0.768, Loss: 0.202 Epoch 30 Batch 114/269 - Train Accuracy: 0.719, Validation Accuracy: 0.725, Loss: 1.234 Epoch 30 Batch 115/269 - Train Accuracy: 0.712, Validation Accuracy: 0.720, Loss: 0.799 Epoch 30 Batch 116/269 - Train Accuracy: 0.695, Validation Accuracy: 0.687, Loss: 0.749 Epoch 30 Batch 117/269 - Train Accuracy: 0.695, Validation Accuracy: 0.691, Loss: 0.712 Epoch 30 Batch 118/269 - Train Accuracy: 0.662, Validation Accuracy: 0.659, Loss: 0.560 Epoch 30 Batch 119/269 - Train Accuracy: 0.698, Validation Accuracy: 0.701, Loss: 0.541 Epoch 30 Batch 120/269 - Train Accuracy: 0.703, Validation Accuracy: 0.732, Loss: 0.431 Epoch 30 Batch 121/269 - Train Accuracy: 0.717, Validation Accuracy: 0.723, Loss: 0.320 Epoch 30 Batch 122/269 - Train Accuracy: 0.752, Validation Accuracy: 0.744, Loss: 0.333 Epoch 30 Batch 123/269 - Train Accuracy: 0.775, Validation Accuracy: 0.765, Loss: 0.273 Epoch 30 Batch 124/269 - Train Accuracy: 0.804, Validation Accuracy: 0.797, Loss: 0.238 Epoch 30 Batch 125/269 - Train Accuracy: 0.811, Validation Accuracy: 0.816, Loss: 0.187 Epoch 30 Batch 126/269 - Train Accuracy: 0.805, Validation Accuracy: 0.813, Loss: 0.181 Epoch 30 Batch 127/269 - Train Accuracy: 0.802, Validation Accuracy: 0.816, Loss: 0.200 Epoch 30 Batch 128/269 - Train Accuracy: 0.835, Validation Accuracy: 0.834, Loss: 0.155 Epoch 30 Batch 129/269 - Train Accuracy: 0.840, Validation Accuracy: 0.847, Loss: 0.140 Epoch 30 Batch 130/269 - Train Accuracy: 0.854, Validation Accuracy: 0.858, Loss: 0.140 Epoch 30 Batch 131/269 - Train Accuracy: 0.851, Validation Accuracy: 0.867, Loss: 0.122 Epoch 30 Batch 132/269 - Train Accuracy: 0.869, Validation Accuracy: 0.863, Loss: 0.112 Epoch 30 Batch 133/269 - Train Accuracy: 0.894, Validation Accuracy: 0.868, Loss: 0.097 Epoch 30 Batch 134/269 - Train Accuracy: 0.874, Validation Accuracy: 0.873, Loss: 0.094 Epoch 30 Batch 135/269 - Train Accuracy: 0.869, Validation Accuracy: 0.873, Loss: 0.097 Epoch 30 Batch 136/269 - Train Accuracy: 0.875, Validation Accuracy: 0.875, Loss: 0.095 Epoch 30 Batch 137/269 - Train Accuracy: 0.886, Validation Accuracy: 0.888, Loss: 0.083 Epoch 30 Batch 138/269 - Train Accuracy: 0.918, Validation Accuracy: 0.894, Loss: 0.066 Epoch 30 Batch 139/269 - Train Accuracy: 0.898, Validation Accuracy: 0.888, Loss: 0.068 Epoch 30 Batch 140/269 - Train Accuracy: 0.909, Validation Accuracy: 0.893, Loss: 0.071 Epoch 30 Batch 141/269 - Train Accuracy: 0.921, Validation Accuracy: 0.893, Loss: 0.061 Epoch 30 Batch 142/269 - Train Accuracy: 0.916, Validation Accuracy: 0.901, Loss: 0.061 Epoch 30 Batch 143/269 - Train Accuracy: 0.920, Validation Accuracy: 0.903, Loss: 0.055 Epoch 30 Batch 144/269 - Train Accuracy: 0.928, Validation Accuracy: 0.909, Loss: 0.047 Epoch 30 Batch 145/269 - Train Accuracy: 0.934, Validation Accuracy: 0.905, Loss: 0.047 Epoch 30 Batch 146/269 - Train Accuracy: 0.924, Validation Accuracy: 0.906, Loss: 0.045 Epoch 30 Batch 147/269 - Train Accuracy: 0.931, Validation Accuracy: 0.907, Loss: 0.052 Epoch 30 Batch 148/269 - Train Accuracy: 0.935, Validation Accuracy: 0.912, Loss: 0.047 Epoch 30 Batch 149/269 - Train Accuracy: 0.932, Validation Accuracy: 0.911, Loss: 0.046 Epoch 30 Batch 150/269 - Train Accuracy: 0.936, Validation Accuracy: 0.910, Loss: 0.040 Epoch 30 Batch 151/269 - Train Accuracy: 0.936, Validation Accuracy: 0.913, Loss: 0.040 Epoch 30 Batch 152/269 - Train Accuracy: 0.936, Validation Accuracy: 0.923, Loss: 0.038 Epoch 30 Batch 153/269 - Train Accuracy: 0.946, Validation Accuracy: 0.926, Loss: 0.035 Epoch 30 Batch 154/269 - Train Accuracy: 0.937, Validation Accuracy: 0.925, Loss: 0.037 Epoch 30 Batch 155/269 - Train Accuracy: 0.940, Validation Accuracy: 0.931, Loss: 0.032 Epoch 30 Batch 156/269 - Train Accuracy: 0.944, Validation Accuracy: 0.932, Loss: 0.036 Epoch 30 Batch 157/269 - Train Accuracy: 0.945, Validation Accuracy: 0.933, Loss: 0.029 Epoch 30 Batch 158/269 - Train Accuracy: 0.932, Validation Accuracy: 0.931, Loss: 0.030 Epoch 30 Batch 159/269 - Train Accuracy: 0.943, Validation Accuracy: 0.935, Loss: 0.029 Epoch 30 Batch 160/269 - Train Accuracy: 0.950, Validation Accuracy: 0.936, Loss: 0.031 Epoch 30 Batch 161/269 - Train Accuracy: 0.947, Validation Accuracy: 0.937, Loss: 0.026 Epoch 30 Batch 162/269 - Train Accuracy: 0.954, Validation Accuracy: 0.938, Loss: 0.025 Epoch 30 Batch 163/269 - Train Accuracy: 0.951, Validation Accuracy: 0.938, Loss: 0.029 Epoch 30 Batch 164/269 - Train Accuracy: 0.955, Validation Accuracy: 0.940, Loss: 0.026 Epoch 30 Batch 165/269 - Train Accuracy: 0.951, Validation Accuracy: 0.937, Loss: 0.028 Epoch 30 Batch 166/269 - Train Accuracy: 0.951, Validation Accuracy: 0.939, Loss: 0.023 Epoch 30 Batch 167/269 - Train Accuracy: 0.949, Validation Accuracy: 0.938, Loss: 0.026 Epoch 30 Batch 168/269 - Train Accuracy: 0.953, Validation Accuracy: 0.936, Loss: 0.026 Epoch 30 Batch 169/269 - Train Accuracy: 0.949, Validation Accuracy: 0.938, Loss: 0.023 Epoch 30 Batch 170/269 - Train Accuracy: 0.947, Validation Accuracy: 0.941, Loss: 0.026 Epoch 30 Batch 171/269 - Train Accuracy: 0.961, Validation Accuracy: 0.942, Loss: 0.022 Epoch 30 Batch 172/269 - Train Accuracy: 0.955, Validation Accuracy: 0.944, Loss: 0.027 Epoch 30 Batch 173/269 - Train Accuracy: 0.948, Validation Accuracy: 0.942, Loss: 0.022 Epoch 30 Batch 174/269 - Train Accuracy: 0.956, Validation Accuracy: 0.945, Loss: 0.024 Epoch 30 Batch 175/269 - Train Accuracy: 0.953, Validation Accuracy: 0.948, Loss: 0.030 Epoch 30 Batch 176/269 - Train Accuracy: 0.951, Validation Accuracy: 0.948, Loss: 0.024 Epoch 30 Batch 177/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.023 Epoch 30 Batch 178/269 - Train Accuracy: 0.957, Validation Accuracy: 0.947, Loss: 0.021 Epoch 30 Batch 179/269 - Train Accuracy: 0.951, Validation Accuracy: 0.949, Loss: 0.022 Epoch 30 Batch 180/269 - Train Accuracy: 0.966, Validation Accuracy: 0.948, Loss: 0.020 Epoch 30 Batch 181/269 - Train Accuracy: 0.950, Validation Accuracy: 0.946, Loss: 0.024 Epoch 30 Batch 182/269 - Train Accuracy: 0.952, Validation Accuracy: 0.948, Loss: 0.022 Epoch 30 Batch 183/269 - Train Accuracy: 0.957, Validation Accuracy: 0.947, Loss: 0.018 Epoch 30 Batch 184/269 - Train Accuracy: 0.945, Validation Accuracy: 0.947, Loss: 0.021 Epoch 30 Batch 185/269 - Train Accuracy: 0.964, Validation Accuracy: 0.952, Loss: 0.020 Epoch 30 Batch 186/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.020 Epoch 30 Batch 187/269 - Train Accuracy: 0.950, Validation Accuracy: 0.949, Loss: 0.021 Epoch 30 Batch 188/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.018 Epoch 30 Batch 189/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.019 Epoch 30 Batch 190/269 - Train Accuracy: 0.951, Validation Accuracy: 0.952, Loss: 0.021 Epoch 30 Batch 191/269 - Train Accuracy: 0.952, Validation Accuracy: 0.951, Loss: 0.019 Epoch 30 Batch 192/269 - Train Accuracy: 0.958, Validation Accuracy: 0.948, Loss: 0.020 Epoch 30 Batch 193/269 - Train Accuracy: 0.951, Validation Accuracy: 0.947, Loss: 0.019 Epoch 30 Batch 194/269 - Train Accuracy: 0.953, Validation Accuracy: 0.948, Loss: 0.020 Epoch 30 Batch 195/269 - Train Accuracy: 0.956, Validation Accuracy: 0.951, Loss: 0.018 Epoch 30 Batch 196/269 - Train Accuracy: 0.952, Validation Accuracy: 0.950, Loss: 0.020 Epoch 30 Batch 197/269 - Train Accuracy: 0.954, Validation Accuracy: 0.953, Loss: 0.019 Epoch 30 Batch 198/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.020 Epoch 30 Batch 199/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.020 Epoch 30 Batch 200/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.018 Epoch 30 Batch 201/269 - Train Accuracy: 0.957, Validation Accuracy: 0.948, Loss: 0.019 Epoch 30 Batch 202/269 - Train Accuracy: 0.957, Validation Accuracy: 0.946, Loss: 0.020 Epoch 30 Batch 203/269 - Train Accuracy: 0.957, Validation Accuracy: 0.948, Loss: 0.021 Epoch 30 Batch 204/269 - Train Accuracy: 0.956, Validation Accuracy: 0.951, Loss: 0.017 Epoch 30 Batch 205/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.018 Epoch 30 Batch 206/269 - Train Accuracy: 0.948, Validation Accuracy: 0.953, Loss: 0.021 Epoch 30 Batch 207/269 - Train Accuracy: 0.954, Validation Accuracy: 0.952, Loss: 0.018 Epoch 30 Batch 208/269 - Train Accuracy: 0.950, Validation Accuracy: 0.947, Loss: 0.020 Epoch 30 Batch 209/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.018 Epoch 30 Batch 210/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.016 Epoch 30 Batch 211/269 - Train Accuracy: 0.963, Validation Accuracy: 0.949, Loss: 0.020 Epoch 30 Batch 212/269 - Train Accuracy: 0.950, Validation Accuracy: 0.952, Loss: 0.023 Epoch 30 Batch 213/269 - Train Accuracy: 0.955, Validation Accuracy: 0.952, Loss: 0.017 Epoch 30 Batch 214/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.019 Epoch 30 Batch 215/269 - Train Accuracy: 0.950, Validation Accuracy: 0.952, Loss: 0.020 Epoch 30 Batch 216/269 - Train Accuracy: 0.949, Validation Accuracy: 0.952, Loss: 0.028 Epoch 30 Batch 217/269 - Train Accuracy: 0.952, Validation Accuracy: 0.950, Loss: 0.021 Epoch 30 Batch 218/269 - Train Accuracy: 0.965, Validation Accuracy: 0.951, Loss: 0.015 Epoch 30 Batch 219/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.018 Epoch 30 Batch 220/269 - Train Accuracy: 0.949, Validation Accuracy: 0.952, Loss: 0.020 Epoch 30 Batch 221/269 - Train Accuracy: 0.954, Validation Accuracy: 0.952, Loss: 0.017 Epoch 30 Batch 222/269 - Train Accuracy: 0.967, Validation Accuracy: 0.950, Loss: 0.015 Epoch 30 Batch 223/269 - Train Accuracy: 0.954, Validation Accuracy: 0.949, Loss: 0.015 Epoch 30 Batch 224/269 - Train Accuracy: 0.953, Validation Accuracy: 0.950, Loss: 0.022 Epoch 30 Batch 225/269 - Train Accuracy: 0.960, Validation Accuracy: 0.950, Loss: 0.016 Epoch 30 Batch 226/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.019 Epoch 30 Batch 227/269 - Train Accuracy: 0.955, Validation Accuracy: 0.954, Loss: 0.025 Epoch 30 Batch 228/269 - Train Accuracy: 0.970, Validation Accuracy: 0.955, Loss: 0.014 Epoch 30 Batch 229/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.016 Epoch 30 Batch 230/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.015 Epoch 30 Batch 231/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.017 Epoch 30 Batch 232/269 - Train Accuracy: 0.953, Validation Accuracy: 0.954, Loss: 0.017 Epoch 30 Batch 233/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.019 Epoch 30 Batch 234/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.017 Epoch 30 Batch 235/269 - Train Accuracy: 0.978, Validation Accuracy: 0.956, Loss: 0.012 Epoch 30 Batch 236/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.015 Epoch 30 Batch 237/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.015 Epoch 30 Batch 238/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.017 Epoch 30 Batch 239/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.016 Epoch 30 Batch 240/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.016 Epoch 30 Batch 241/269 - Train Accuracy: 0.952, Validation Accuracy: 0.956, Loss: 0.019 Epoch 30 Batch 242/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.016 Epoch 30 Batch 243/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.015 Epoch 30 Batch 244/269 - Train Accuracy: 0.955, Validation Accuracy: 0.952, Loss: 0.018 Epoch 30 Batch 245/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.016 Epoch 30 Batch 246/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.017 Epoch 30 Batch 247/269 - Train Accuracy: 0.962, Validation Accuracy: 0.949, Loss: 0.016 Epoch 30 Batch 248/269 - Train Accuracy: 0.966, Validation Accuracy: 0.952, Loss: 0.015 Epoch 30 Batch 249/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.015 Epoch 30 Batch 250/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.016 Epoch 30 Batch 251/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.014 Epoch 30 Batch 252/269 - Train Accuracy: 0.970, Validation Accuracy: 0.955, Loss: 0.012 Epoch 30 Batch 253/269 - Train Accuracy: 0.954, Validation Accuracy: 0.956, Loss: 0.017 Epoch 30 Batch 254/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.016 Epoch 30 Batch 255/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.019 Epoch 30 Batch 256/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.017 Epoch 30 Batch 257/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.017 Epoch 30 Batch 258/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.017 Epoch 30 Batch 259/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.016 Epoch 30 Batch 260/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.017 Epoch 30 Batch 261/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.015 Epoch 30 Batch 262/269 - Train Accuracy: 0.957, Validation Accuracy: 0.952, Loss: 0.016 Epoch 30 Batch 263/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.016 Epoch 30 Batch 264/269 - Train Accuracy: 0.952, Validation Accuracy: 0.953, Loss: 0.016 Epoch 30 Batch 265/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.017 Epoch 30 Batch 266/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.013 Epoch 30 Batch 267/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.017 Epoch 31 Batch 0/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.017 Epoch 31 Batch 1/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.016 Epoch 31 Batch 2/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.016 Epoch 31 Batch 3/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.013 Epoch 31 Batch 4/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.016 Epoch 31 Batch 5/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.016 Epoch 31 Batch 6/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.014 Epoch 31 Batch 7/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.016 Epoch 31 Batch 8/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.018 Epoch 31 Batch 9/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.016 Epoch 31 Batch 10/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.013 Epoch 31 Batch 11/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.019 Epoch 31 Batch 12/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.018 Epoch 31 Batch 13/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.013 Epoch 31 Batch 14/269 - Train Accuracy: 0.958, Validation Accuracy: 0.955, Loss: 0.015 Epoch 31 Batch 15/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.012 Epoch 31 Batch 16/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.020 Epoch 31 Batch 17/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.013 Epoch 31 Batch 18/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.015 Epoch 31 Batch 19/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.012 Epoch 31 Batch 20/269 - Train Accuracy: 0.973, Validation Accuracy: 0.957, Loss: 0.013 Epoch 31 Batch 21/269 - Train Accuracy: 0.946, Validation Accuracy: 0.955, Loss: 0.018 Epoch 31 Batch 22/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.014 Epoch 31 Batch 23/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.016 Epoch 31 Batch 24/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.014 Epoch 31 Batch 25/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.017 Epoch 31 Batch 26/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.014 Epoch 31 Batch 27/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.013 Epoch 31 Batch 28/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.015 Epoch 31 Batch 29/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.015 Epoch 31 Batch 30/269 - Train Accuracy: 0.957, Validation Accuracy: 0.959, Loss: 0.016 Epoch 31 Batch 31/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.014 Epoch 31 Batch 32/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.013 Epoch 31 Batch 33/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.013 Epoch 31 Batch 34/269 - Train Accuracy: 0.959, Validation Accuracy: 0.960, Loss: 0.013 Epoch 31 Batch 35/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.021 Epoch 31 Batch 36/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.015 Epoch 31 Batch 37/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.017 Epoch 31 Batch 38/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.013 Epoch 31 Batch 39/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.014 Epoch 31 Batch 40/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.017 Epoch 31 Batch 41/269 - Train Accuracy: 0.959, Validation Accuracy: 0.952, Loss: 0.016 Epoch 31 Batch 42/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.012 Epoch 31 Batch 43/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.016 Epoch 31 Batch 44/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.016 Epoch 31 Batch 45/269 - Train Accuracy: 0.955, Validation Accuracy: 0.952, Loss: 0.016 Epoch 31 Batch 46/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.011 Epoch 31 Batch 47/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.013 Epoch 31 Batch 48/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.016 Epoch 31 Batch 49/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.012 Epoch 31 Batch 50/269 - Train Accuracy: 0.953, Validation Accuracy: 0.954, Loss: 0.019 Epoch 31 Batch 51/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.013 Epoch 31 Batch 52/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.012 Epoch 31 Batch 53/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.015 Epoch 31 Batch 54/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.012 Epoch 31 Batch 55/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.013 Epoch 31 Batch 56/269 - Train Accuracy: 0.952, Validation Accuracy: 0.956, Loss: 0.014 Epoch 31 Batch 57/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.017 Epoch 31 Batch 58/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.014 Epoch 31 Batch 59/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.010 Epoch 31 Batch 60/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.015 Epoch 31 Batch 61/269 - Train Accuracy: 0.956, Validation Accuracy: 0.958, Loss: 0.014 Epoch 31 Batch 62/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.016 Epoch 31 Batch 63/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.018 Epoch 31 Batch 64/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 31 Batch 65/269 - Train Accuracy: 0.958, Validation Accuracy: 0.961, Loss: 0.013 Epoch 31 Batch 66/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.016 Epoch 31 Batch 67/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.017 Epoch 31 Batch 68/269 - Train Accuracy: 0.957, Validation Accuracy: 0.961, Loss: 0.015 Epoch 31 Batch 69/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.019 Epoch 31 Batch 70/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.016 Epoch 31 Batch 71/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.018 Epoch 31 Batch 72/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.016 Epoch 31 Batch 73/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.016 Epoch 31 Batch 74/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.014 Epoch 31 Batch 75/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.017 Epoch 31 Batch 76/269 - Train Accuracy: 0.965, Validation Accuracy: 0.950, Loss: 0.014 Epoch 31 Batch 77/269 - Train Accuracy: 0.964, Validation Accuracy: 0.948, Loss: 0.015 Epoch 31 Batch 78/269 - Train Accuracy: 0.969, Validation Accuracy: 0.950, Loss: 0.014 Epoch 31 Batch 79/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.016 Epoch 31 Batch 80/269 - Train Accuracy: 0.971, Validation Accuracy: 0.954, Loss: 0.013 Epoch 31 Batch 81/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.016 Epoch 31 Batch 82/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.011 Epoch 31 Batch 83/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.021 Epoch 31 Batch 84/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.013 Epoch 31 Batch 85/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.012 Epoch 31 Batch 86/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.012 Epoch 31 Batch 87/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.015 Epoch 31 Batch 88/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.013 Epoch 31 Batch 89/269 - Train Accuracy: 0.970, Validation Accuracy: 0.955, Loss: 0.013 Epoch 31 Batch 90/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.014 Epoch 31 Batch 91/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.014 Epoch 31 Batch 92/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 31 Batch 93/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.013 Epoch 31 Batch 94/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.017 Epoch 31 Batch 95/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.013 Epoch 31 Batch 96/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.016 Epoch 31 Batch 97/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.016 Epoch 31 Batch 98/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.016 Epoch 31 Batch 99/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.013 Epoch 31 Batch 100/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.016 Epoch 31 Batch 101/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.019 Epoch 31 Batch 102/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.014 Epoch 31 Batch 103/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.015 Epoch 31 Batch 104/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.014 Epoch 31 Batch 105/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.014 Epoch 31 Batch 106/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.012 Epoch 31 Batch 107/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.014 Epoch 31 Batch 108/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.013 Epoch 31 Batch 109/269 - Train Accuracy: 0.957, Validation Accuracy: 0.961, Loss: 0.015 Epoch 31 Batch 110/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.013 Epoch 31 Batch 111/269 - Train Accuracy: 0.955, Validation Accuracy: 0.959, Loss: 0.016 Epoch 31 Batch 112/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.016 Epoch 31 Batch 113/269 - Train Accuracy: 0.955, Validation Accuracy: 0.961, Loss: 0.015 Epoch 31 Batch 114/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.015 Epoch 31 Batch 115/269 - Train Accuracy: 0.959, Validation Accuracy: 0.952, Loss: 0.015 Epoch 31 Batch 116/269 - Train Accuracy: 0.967, Validation Accuracy: 0.952, Loss: 0.013 Epoch 31 Batch 117/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.012 Epoch 31 Batch 118/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.015 Epoch 31 Batch 119/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.014 Epoch 31 Batch 120/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.014 Epoch 31 Batch 121/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.012 Epoch 31 Batch 122/269 - Train Accuracy: 0.953, Validation Accuracy: 0.954, Loss: 0.014 Epoch 31 Batch 123/269 - Train Accuracy: 0.947, Validation Accuracy: 0.959, Loss: 0.018 Epoch 31 Batch 124/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.013 Epoch 31 Batch 125/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.013 Epoch 31 Batch 126/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.014 Epoch 31 Batch 127/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.015 Epoch 31 Batch 128/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.012 Epoch 31 Batch 129/269 - Train Accuracy: 0.957, Validation Accuracy: 0.957, Loss: 0.014 Epoch 31 Batch 130/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.016 Epoch 31 Batch 131/269 - Train Accuracy: 0.952, Validation Accuracy: 0.956, Loss: 0.016 Epoch 31 Batch 132/269 - Train Accuracy: 0.952, Validation Accuracy: 0.954, Loss: 0.015 Epoch 31 Batch 133/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.012 Epoch 31 Batch 134/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.015 Epoch 31 Batch 135/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.012 Epoch 31 Batch 136/269 - Train Accuracy: 0.949, Validation Accuracy: 0.958, Loss: 0.016 Epoch 31 Batch 137/269 - Train Accuracy: 0.953, Validation Accuracy: 0.958, Loss: 0.017 Epoch 31 Batch 138/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.011 Epoch 31 Batch 139/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.012 Epoch 31 Batch 140/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.016 Epoch 31 Batch 141/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.015 Epoch 31 Batch 142/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.014 Epoch 31 Batch 143/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.012 Epoch 31 Batch 144/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.010 Epoch 31 Batch 145/269 - Train Accuracy: 0.970, Validation Accuracy: 0.951, Loss: 0.011 Epoch 31 Batch 146/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.013 Epoch 31 Batch 147/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.017 Epoch 31 Batch 148/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.014 Epoch 31 Batch 149/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.015 Epoch 31 Batch 150/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.017 Epoch 31 Batch 151/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.016 Epoch 31 Batch 152/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.014 Epoch 31 Batch 153/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.013 Epoch 31 Batch 154/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.014 Epoch 31 Batch 155/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.014 Epoch 31 Batch 156/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.015 Epoch 31 Batch 157/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.013 Epoch 31 Batch 158/269 - Train Accuracy: 0.957, Validation Accuracy: 0.961, Loss: 0.014 Epoch 31 Batch 159/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.014 Epoch 31 Batch 160/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.013 Epoch 31 Batch 161/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.012 Epoch 31 Batch 162/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 31 Batch 163/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.013 Epoch 31 Batch 164/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.011 Epoch 31 Batch 165/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.012 Epoch 31 Batch 166/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.011 Epoch 31 Batch 167/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.013 Epoch 31 Batch 168/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.013 Epoch 31 Batch 169/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.011 Epoch 31 Batch 170/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.014 Epoch 31 Batch 171/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 31 Batch 172/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.015 Epoch 31 Batch 173/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.013 Epoch 31 Batch 174/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.014 Epoch 31 Batch 175/269 - Train Accuracy: 0.959, Validation Accuracy: 0.962, Loss: 0.021 Epoch 31 Batch 176/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.014 Epoch 31 Batch 177/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.014 Epoch 31 Batch 178/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.012 Epoch 31 Batch 179/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.014 Epoch 31 Batch 180/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.012 Epoch 31 Batch 181/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.015 Epoch 31 Batch 182/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.013 Epoch 31 Batch 183/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.009 Epoch 31 Batch 184/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.013 Epoch 31 Batch 185/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.013 Epoch 31 Batch 186/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.011 Epoch 31 Batch 187/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.012 Epoch 31 Batch 188/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.012 Epoch 31 Batch 189/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.013 Epoch 31 Batch 190/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.014 Epoch 31 Batch 191/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.013 Epoch 31 Batch 192/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.012 Epoch 31 Batch 193/269 - Train Accuracy: 0.955, Validation Accuracy: 0.954, Loss: 0.013 Epoch 31 Batch 194/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.015 Epoch 31 Batch 195/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.011 Epoch 31 Batch 196/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.014 Epoch 31 Batch 197/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.012 Epoch 31 Batch 198/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.013 Epoch 31 Batch 199/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.013 Epoch 31 Batch 200/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.011 Epoch 31 Batch 201/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.013 Epoch 31 Batch 202/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.014 Epoch 31 Batch 203/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.016 Epoch 31 Batch 204/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.012 Epoch 31 Batch 205/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.013 Epoch 31 Batch 206/269 - Train Accuracy: 0.959, Validation Accuracy: 0.960, Loss: 0.015 Epoch 31 Batch 207/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.012 Epoch 31 Batch 208/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.013 Epoch 31 Batch 209/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.014 Epoch 31 Batch 210/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.011 Epoch 31 Batch 211/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.014 Epoch 31 Batch 212/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.017 Epoch 31 Batch 213/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.012 Epoch 31 Batch 214/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.013 Epoch 31 Batch 215/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.014 Epoch 31 Batch 216/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.021 Epoch 31 Batch 217/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.015 Epoch 31 Batch 218/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.011 Epoch 31 Batch 219/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.013 Epoch 31 Batch 220/269 - Train Accuracy: 0.957, Validation Accuracy: 0.958, Loss: 0.015 Epoch 31 Batch 221/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.013 Epoch 31 Batch 222/269 - Train Accuracy: 0.973, Validation Accuracy: 0.954, Loss: 0.011 Epoch 31 Batch 223/269 - Train Accuracy: 0.957, Validation Accuracy: 0.957, Loss: 0.012 Epoch 31 Batch 224/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.017 Epoch 31 Batch 225/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.012 Epoch 31 Batch 226/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.015 Epoch 31 Batch 227/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.021 Epoch 31 Batch 228/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.011 Epoch 31 Batch 229/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.011 Epoch 31 Batch 230/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.012 Epoch 31 Batch 231/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.013 Epoch 31 Batch 232/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.013 Epoch 31 Batch 233/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.015 Epoch 31 Batch 234/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.013 Epoch 31 Batch 235/269 - Train Accuracy: 0.981, Validation Accuracy: 0.960, Loss: 0.009 Epoch 31 Batch 236/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.012 Epoch 31 Batch 237/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.011 Epoch 31 Batch 238/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 31 Batch 239/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.013 Epoch 31 Batch 240/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.013 Epoch 31 Batch 241/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.014 Epoch 31 Batch 242/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.013 Epoch 31 Batch 243/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.011 Epoch 31 Batch 244/269 - Train Accuracy: 0.958, Validation Accuracy: 0.964, Loss: 0.014 Epoch 31 Batch 245/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.013 Epoch 31 Batch 246/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.013 Epoch 31 Batch 247/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.013 Epoch 31 Batch 248/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.011 Epoch 31 Batch 249/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.012 Epoch 31 Batch 250/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.013 Epoch 31 Batch 251/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.011 Epoch 31 Batch 252/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 31 Batch 253/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.013 Epoch 31 Batch 254/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.013 Epoch 31 Batch 255/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.015 Epoch 31 Batch 256/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.012 Epoch 31 Batch 257/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 31 Batch 258/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.013 Epoch 31 Batch 259/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.014 Epoch 31 Batch 260/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.014 Epoch 31 Batch 261/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 31 Batch 262/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.013 Epoch 31 Batch 263/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.012 Epoch 31 Batch 264/269 - Train Accuracy: 0.958, Validation Accuracy: 0.955, Loss: 0.013 Epoch 31 Batch 265/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.013 Epoch 31 Batch 266/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.010 Epoch 31 Batch 267/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.014 Epoch 32 Batch 0/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.014 Epoch 32 Batch 1/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.012 Epoch 32 Batch 2/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.013 Epoch 32 Batch 3/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.011 Epoch 32 Batch 4/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.013 Epoch 32 Batch 5/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.014 Epoch 32 Batch 6/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 32 Batch 7/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.013 Epoch 32 Batch 8/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.016 Epoch 32 Batch 9/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.013 Epoch 32 Batch 10/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.011 Epoch 32 Batch 11/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.016 Epoch 32 Batch 12/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.015 Epoch 32 Batch 13/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.011 Epoch 32 Batch 14/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.012 Epoch 32 Batch 15/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 32 Batch 16/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.016 Epoch 32 Batch 17/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.010 Epoch 32 Batch 18/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 32 Batch 19/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 32 Batch 20/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 32 Batch 21/269 - Train Accuracy: 0.953, Validation Accuracy: 0.966, Loss: 0.014 Epoch 32 Batch 22/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.012 Epoch 32 Batch 23/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.013 Epoch 32 Batch 24/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 32 Batch 25/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.014 Epoch 32 Batch 26/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.012 Epoch 32 Batch 27/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 32 Batch 28/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.012 Epoch 32 Batch 29/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 32 Batch 30/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.013 Epoch 32 Batch 31/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.012 Epoch 32 Batch 32/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.010 Epoch 32 Batch 33/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 32 Batch 34/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.011 Epoch 32 Batch 35/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.018 Epoch 32 Batch 36/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.012 Epoch 32 Batch 37/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.014 Epoch 32 Batch 38/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.011 Epoch 32 Batch 39/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 32 Batch 40/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.014 Epoch 32 Batch 41/269 - Train Accuracy: 0.959, Validation Accuracy: 0.962, Loss: 0.014 Epoch 32 Batch 42/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.010 Epoch 32 Batch 43/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.013 Epoch 32 Batch 44/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.013 Epoch 32 Batch 45/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.014 Epoch 32 Batch 46/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.009 Epoch 32 Batch 47/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.011 Epoch 32 Batch 48/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.014 Epoch 32 Batch 49/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.010 Epoch 32 Batch 50/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.017 Epoch 32 Batch 51/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.011 Epoch 32 Batch 52/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.010 Epoch 32 Batch 53/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.013 Epoch 32 Batch 54/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 32 Batch 55/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.012 Epoch 32 Batch 56/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.011 Epoch 32 Batch 57/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.015 Epoch 32 Batch 58/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.012 Epoch 32 Batch 59/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 32 Batch 60/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.013 Epoch 32 Batch 61/269 - Train Accuracy: 0.959, Validation Accuracy: 0.963, Loss: 0.012 Epoch 32 Batch 62/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.014 Epoch 32 Batch 63/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.015 Epoch 32 Batch 64/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 32 Batch 65/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.011 Epoch 32 Batch 66/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.013 Epoch 32 Batch 67/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.015 Epoch 32 Batch 68/269 - Train Accuracy: 0.960, Validation Accuracy: 0.965, Loss: 0.013 Epoch 32 Batch 69/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.015 Epoch 32 Batch 70/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.013 Epoch 32 Batch 71/269 - Train Accuracy: 0.960, Validation Accuracy: 0.965, Loss: 0.016 Epoch 32 Batch 72/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.014 Epoch 32 Batch 73/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.013 Epoch 32 Batch 74/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.012 Epoch 32 Batch 75/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.015 Epoch 32 Batch 76/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.012 Epoch 32 Batch 77/269 - Train Accuracy: 0.968, Validation Accuracy: 0.949, Loss: 0.013 Epoch 32 Batch 78/269 - Train Accuracy: 0.974, Validation Accuracy: 0.955, Loss: 0.011 Epoch 32 Batch 79/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.013 Epoch 32 Batch 80/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.010 Epoch 32 Batch 81/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.013 Epoch 32 Batch 82/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.010 Epoch 32 Batch 83/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.018 Epoch 32 Batch 84/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.011 Epoch 32 Batch 85/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.011 Epoch 32 Batch 86/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.010 Epoch 32 Batch 87/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 32 Batch 88/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 32 Batch 89/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 32 Batch 90/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.012 Epoch 32 Batch 91/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.012 Epoch 32 Batch 92/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.010 Epoch 32 Batch 93/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.011 Epoch 32 Batch 94/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.014 Epoch 32 Batch 95/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 32 Batch 96/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.014 Epoch 32 Batch 97/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.014 Epoch 32 Batch 98/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.014 Epoch 32 Batch 99/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.011 Epoch 32 Batch 100/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.015 Epoch 32 Batch 101/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.017 Epoch 32 Batch 102/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.012 Epoch 32 Batch 103/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.013 Epoch 32 Batch 104/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.012 Epoch 32 Batch 105/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.013 Epoch 32 Batch 106/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.011 Epoch 32 Batch 107/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.012 Epoch 32 Batch 108/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 32 Batch 109/269 - Train Accuracy: 0.961, Validation Accuracy: 0.965, Loss: 0.013 Epoch 32 Batch 110/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.011 Epoch 32 Batch 111/269 - Train Accuracy: 0.955, Validation Accuracy: 0.962, Loss: 0.015 Epoch 32 Batch 112/269 - Train Accuracy: 0.959, Validation Accuracy: 0.964, Loss: 0.014 Epoch 32 Batch 113/269 - Train Accuracy: 0.958, Validation Accuracy: 0.964, Loss: 0.014 Epoch 32 Batch 114/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.013 Epoch 32 Batch 115/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.014 Epoch 32 Batch 116/269 - Train Accuracy: 0.970, Validation Accuracy: 0.955, Loss: 0.012 Epoch 32 Batch 117/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.011 Epoch 32 Batch 118/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.013 Epoch 32 Batch 119/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.012 Epoch 32 Batch 120/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.013 Epoch 32 Batch 121/269 - Train Accuracy: 0.969, Validation Accuracy: 0.952, Loss: 0.011 Epoch 32 Batch 122/269 - Train Accuracy: 0.954, Validation Accuracy: 0.954, Loss: 0.012 Epoch 32 Batch 123/269 - Train Accuracy: 0.948, Validation Accuracy: 0.961, Loss: 0.016 Epoch 32 Batch 124/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 32 Batch 125/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.011 Epoch 32 Batch 126/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.013 Epoch 32 Batch 127/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.013 Epoch 32 Batch 128/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 32 Batch 129/269 - Train Accuracy: 0.956, Validation Accuracy: 0.961, Loss: 0.013 Epoch 32 Batch 130/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.014 Epoch 32 Batch 131/269 - Train Accuracy: 0.955, Validation Accuracy: 0.957, Loss: 0.015 Epoch 32 Batch 132/269 - Train Accuracy: 0.955, Validation Accuracy: 0.959, Loss: 0.013 Epoch 32 Batch 133/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.011 Epoch 32 Batch 134/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.013 Epoch 32 Batch 135/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.011 Epoch 32 Batch 136/269 - Train Accuracy: 0.953, Validation Accuracy: 0.959, Loss: 0.014 Epoch 32 Batch 137/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.016 Epoch 32 Batch 138/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 32 Batch 139/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.011 Epoch 32 Batch 140/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.015 Epoch 32 Batch 141/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.013 Epoch 32 Batch 142/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.013 Epoch 32 Batch 143/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 32 Batch 144/269 - Train Accuracy: 0.974, Validation Accuracy: 0.955, Loss: 0.010 Epoch 32 Batch 145/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.011 Epoch 32 Batch 146/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.012 Epoch 32 Batch 147/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.016 Epoch 32 Batch 148/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 32 Batch 149/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.014 Epoch 32 Batch 150/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.016 Epoch 32 Batch 151/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.014 Epoch 32 Batch 152/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.012 Epoch 32 Batch 153/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 32 Batch 154/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.013 Epoch 32 Batch 155/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.013 Epoch 32 Batch 156/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.013 Epoch 32 Batch 157/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 32 Batch 158/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.012 Epoch 32 Batch 159/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.012 Epoch 32 Batch 160/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 32 Batch 161/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.011 Epoch 32 Batch 162/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 32 Batch 163/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.012 Epoch 32 Batch 164/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 32 Batch 165/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.011 Epoch 32 Batch 166/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 32 Batch 167/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.012 Epoch 32 Batch 168/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 32 Batch 169/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.011 Epoch 32 Batch 170/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.013 Epoch 32 Batch 171/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.011 Epoch 32 Batch 172/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.013 Epoch 32 Batch 173/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.012 Epoch 32 Batch 174/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.013 Epoch 32 Batch 175/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.019 Epoch 32 Batch 176/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.012 Epoch 32 Batch 177/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.012 Epoch 32 Batch 178/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.011 Epoch 32 Batch 179/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.013 Epoch 32 Batch 180/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 32 Batch 181/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.014 Epoch 32 Batch 182/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.011 Epoch 32 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 32 Batch 184/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.012 Epoch 32 Batch 185/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 32 Batch 186/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.010 Epoch 32 Batch 187/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.012 Epoch 32 Batch 188/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.010 Epoch 32 Batch 189/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.012 Epoch 32 Batch 190/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 32 Batch 191/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.012 Epoch 32 Batch 192/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.011 Epoch 32 Batch 193/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.012 Epoch 32 Batch 194/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.013 Epoch 32 Batch 195/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.010 Epoch 32 Batch 196/269 - Train Accuracy: 0.958, Validation Accuracy: 0.959, Loss: 0.012 Epoch 32 Batch 197/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.011 Epoch 32 Batch 198/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.012 Epoch 32 Batch 199/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.012 Epoch 32 Batch 200/269 - Train Accuracy: 0.977, Validation Accuracy: 0.953, Loss: 0.010 Epoch 32 Batch 201/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.012 Epoch 32 Batch 202/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.013 Epoch 32 Batch 203/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.014 Epoch 32 Batch 204/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.011 Epoch 32 Batch 205/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.011 Epoch 32 Batch 206/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.014 Epoch 32 Batch 207/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.011 Epoch 32 Batch 208/269 - Train Accuracy: 0.957, Validation Accuracy: 0.960, Loss: 0.011 Epoch 32 Batch 209/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.013 Epoch 32 Batch 210/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 32 Batch 211/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.013 Epoch 32 Batch 212/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.016 Epoch 32 Batch 213/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.012 Epoch 32 Batch 214/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.012 Epoch 32 Batch 215/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.013 Epoch 32 Batch 216/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.019 Epoch 32 Batch 217/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.014 Epoch 32 Batch 218/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 32 Batch 219/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 32 Batch 220/269 - Train Accuracy: 0.957, Validation Accuracy: 0.960, Loss: 0.014 Epoch 32 Batch 221/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.012 Epoch 32 Batch 222/269 - Train Accuracy: 0.977, Validation Accuracy: 0.955, Loss: 0.009 Epoch 32 Batch 223/269 - Train Accuracy: 0.955, Validation Accuracy: 0.959, Loss: 0.011 Epoch 32 Batch 224/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.016 Epoch 32 Batch 225/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.011 Epoch 32 Batch 226/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.013 Epoch 32 Batch 227/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.020 Epoch 32 Batch 228/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 32 Batch 229/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 32 Batch 230/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.011 Epoch 32 Batch 231/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.012 Epoch 32 Batch 232/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.012 Epoch 32 Batch 233/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.014 Epoch 32 Batch 234/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 32 Batch 235/269 - Train Accuracy: 0.980, Validation Accuracy: 0.958, Loss: 0.008 Epoch 32 Batch 236/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.010 Epoch 32 Batch 237/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 32 Batch 238/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.011 Epoch 32 Batch 239/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.011 Epoch 32 Batch 240/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.011 Epoch 32 Batch 241/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.013 Epoch 32 Batch 242/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.012 Epoch 32 Batch 243/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 32 Batch 244/269 - Train Accuracy: 0.958, Validation Accuracy: 0.962, Loss: 0.012 Epoch 32 Batch 245/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.012 Epoch 32 Batch 246/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.013 Epoch 32 Batch 247/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.012 Epoch 32 Batch 248/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 32 Batch 249/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.010 Epoch 32 Batch 250/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.011 Epoch 32 Batch 251/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 32 Batch 252/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 32 Batch 253/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.012 Epoch 32 Batch 254/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.012 Epoch 32 Batch 255/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.014 Epoch 32 Batch 256/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.011 Epoch 32 Batch 257/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.013 Epoch 32 Batch 258/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.012 Epoch 32 Batch 259/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 32 Batch 260/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.013 Epoch 32 Batch 261/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.011 Epoch 32 Batch 262/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.012 Epoch 32 Batch 263/269 - Train Accuracy: 0.973, Validation Accuracy: 0.957, Loss: 0.011 Epoch 32 Batch 264/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.013 Epoch 32 Batch 265/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.012 Epoch 32 Batch 266/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.009 Epoch 32 Batch 267/269 - Train Accuracy: 0.976, Validation Accuracy: 0.956, Loss: 0.012 Epoch 33 Batch 0/269 - Train Accuracy: 0.973, Validation Accuracy: 0.957, Loss: 0.014 Epoch 33 Batch 1/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.012 Epoch 33 Batch 2/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.012 Epoch 33 Batch 3/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 33 Batch 4/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.011 Epoch 33 Batch 5/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.013 Epoch 33 Batch 6/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.009 Epoch 33 Batch 7/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.012 Epoch 33 Batch 8/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.015 Epoch 33 Batch 9/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.012 Epoch 33 Batch 10/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.010 Epoch 33 Batch 11/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.015 Epoch 33 Batch 12/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.014 Epoch 33 Batch 13/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.009 Epoch 33 Batch 14/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.011 Epoch 33 Batch 15/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 33 Batch 16/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.016 Epoch 33 Batch 17/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.009 Epoch 33 Batch 18/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.013 Epoch 33 Batch 19/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 33 Batch 20/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 33 Batch 21/269 - Train Accuracy: 0.957, Validation Accuracy: 0.965, Loss: 0.013 Epoch 33 Batch 22/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.011 Epoch 33 Batch 23/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.012 Epoch 33 Batch 24/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 33 Batch 25/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 33 Batch 26/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.011 Epoch 33 Batch 27/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.011 Epoch 33 Batch 28/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 33 Batch 29/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 33 Batch 30/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.013 Epoch 33 Batch 31/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.011 Epoch 33 Batch 32/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.009 Epoch 33 Batch 33/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 33 Batch 34/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.010 Epoch 33 Batch 35/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.016 Epoch 33 Batch 36/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 33 Batch 37/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.013 Epoch 33 Batch 38/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.010 Epoch 33 Batch 39/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 33 Batch 40/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.013 Epoch 33 Batch 41/269 - Train Accuracy: 0.960, Validation Accuracy: 0.961, Loss: 0.013 Epoch 33 Batch 42/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 33 Batch 43/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.012 Epoch 33 Batch 44/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.012 Epoch 33 Batch 45/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.012 Epoch 33 Batch 46/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 33 Batch 47/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.010 Epoch 33 Batch 48/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.013 Epoch 33 Batch 49/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 33 Batch 50/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.015 Epoch 33 Batch 51/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.010 Epoch 33 Batch 52/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.009 Epoch 33 Batch 53/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.012 Epoch 33 Batch 54/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 33 Batch 55/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.011 Epoch 33 Batch 56/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.010 Epoch 33 Batch 57/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.015 Epoch 33 Batch 58/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 33 Batch 59/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 33 Batch 60/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.012 Epoch 33 Batch 61/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.012 Epoch 33 Batch 62/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 33 Batch 63/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.014 Epoch 33 Batch 64/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 33 Batch 65/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.010 Epoch 33 Batch 66/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.013 Epoch 33 Batch 67/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.014 Epoch 33 Batch 68/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.012 Epoch 33 Batch 69/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.015 Epoch 33 Batch 70/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.012 Epoch 33 Batch 71/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.016 Epoch 33 Batch 72/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.013 Epoch 33 Batch 73/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.012 Epoch 33 Batch 74/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 33 Batch 75/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.014 Epoch 33 Batch 76/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.011 Epoch 33 Batch 77/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.012 Epoch 33 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.011 Epoch 33 Batch 79/269 - Train Accuracy: 0.959, Validation Accuracy: 0.960, Loss: 0.012 Epoch 33 Batch 80/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.010 Epoch 33 Batch 81/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.012 Epoch 33 Batch 82/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 33 Batch 83/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.017 Epoch 33 Batch 84/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.010 Epoch 33 Batch 85/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.010 Epoch 33 Batch 86/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 33 Batch 87/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 33 Batch 88/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 33 Batch 89/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 33 Batch 90/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.011 Epoch 33 Batch 91/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 33 Batch 92/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.009 Epoch 33 Batch 93/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 33 Batch 94/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.013 Epoch 33 Batch 95/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 33 Batch 96/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.013 Epoch 33 Batch 97/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.013 Epoch 33 Batch 98/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.013 Epoch 33 Batch 99/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.011 Epoch 33 Batch 100/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.014 Epoch 33 Batch 101/269 - Train Accuracy: 0.963, Validation Accuracy: 0.968, Loss: 0.016 Epoch 33 Batch 102/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.011 Epoch 33 Batch 103/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.012 Epoch 33 Batch 104/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 33 Batch 105/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.012 Epoch 33 Batch 106/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 33 Batch 107/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.011 Epoch 33 Batch 108/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 33 Batch 109/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.012 Epoch 33 Batch 110/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 33 Batch 111/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.014 Epoch 33 Batch 112/269 - Train Accuracy: 0.960, Validation Accuracy: 0.966, Loss: 0.013 Epoch 33 Batch 113/269 - Train Accuracy: 0.959, Validation Accuracy: 0.964, Loss: 0.013 Epoch 33 Batch 114/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.012 Epoch 33 Batch 115/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.013 Epoch 33 Batch 116/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.011 Epoch 33 Batch 117/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.011 Epoch 33 Batch 118/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.013 Epoch 33 Batch 119/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.012 Epoch 33 Batch 120/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.012 Epoch 33 Batch 121/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.010 Epoch 33 Batch 122/269 - Train Accuracy: 0.954, Validation Accuracy: 0.958, Loss: 0.012 Epoch 33 Batch 123/269 - Train Accuracy: 0.950, Validation Accuracy: 0.963, Loss: 0.016 Epoch 33 Batch 124/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 33 Batch 125/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.011 Epoch 33 Batch 126/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.012 Epoch 33 Batch 127/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.012 Epoch 33 Batch 128/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.010 Epoch 33 Batch 129/269 - Train Accuracy: 0.958, Validation Accuracy: 0.961, Loss: 0.012 Epoch 33 Batch 130/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.014 Epoch 33 Batch 131/269 - Train Accuracy: 0.954, Validation Accuracy: 0.958, Loss: 0.014 Epoch 33 Batch 132/269 - Train Accuracy: 0.957, Validation Accuracy: 0.959, Loss: 0.012 Epoch 33 Batch 133/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.011 Epoch 33 Batch 134/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.012 Epoch 33 Batch 135/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.009 Epoch 33 Batch 136/269 - Train Accuracy: 0.954, Validation Accuracy: 0.956, Loss: 0.013 Epoch 33 Batch 137/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.015 Epoch 33 Batch 138/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 33 Batch 139/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 33 Batch 140/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.014 Epoch 33 Batch 141/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.012 Epoch 33 Batch 142/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.012 Epoch 33 Batch 143/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 33 Batch 144/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 33 Batch 145/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.010 Epoch 33 Batch 146/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.011 Epoch 33 Batch 147/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.015 Epoch 33 Batch 148/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.011 Epoch 33 Batch 149/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.013 Epoch 33 Batch 150/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.014 Epoch 33 Batch 151/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.013 Epoch 33 Batch 152/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 33 Batch 153/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 33 Batch 154/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.011 Epoch 33 Batch 155/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.012 Epoch 33 Batch 156/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.012 Epoch 33 Batch 157/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 33 Batch 158/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.012 Epoch 33 Batch 159/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.011 Epoch 33 Batch 160/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 33 Batch 161/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 33 Batch 162/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 33 Batch 163/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.011 Epoch 33 Batch 164/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 33 Batch 165/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 33 Batch 166/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 33 Batch 167/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.011 Epoch 33 Batch 168/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 33 Batch 169/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.010 Epoch 33 Batch 170/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.012 Epoch 33 Batch 171/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.010 Epoch 33 Batch 172/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.012 Epoch 33 Batch 173/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.011 Epoch 33 Batch 174/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.012 Epoch 33 Batch 175/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.018 Epoch 33 Batch 176/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.011 Epoch 33 Batch 177/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.011 Epoch 33 Batch 178/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.011 Epoch 33 Batch 179/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 33 Batch 180/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 33 Batch 181/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.013 Epoch 33 Batch 182/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.011 Epoch 33 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 33 Batch 184/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.011 Epoch 33 Batch 185/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 33 Batch 186/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.010 Epoch 33 Batch 187/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.010 Epoch 33 Batch 188/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 33 Batch 189/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.012 Epoch 33 Batch 190/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.013 Epoch 33 Batch 191/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.011 Epoch 33 Batch 192/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.010 Epoch 33 Batch 193/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.012 Epoch 33 Batch 194/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.012 Epoch 33 Batch 195/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.009 Epoch 33 Batch 196/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.011 Epoch 33 Batch 197/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 33 Batch 198/269 - Train Accuracy: 0.970, Validation Accuracy: 0.955, Loss: 0.011 Epoch 33 Batch 199/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.012 Epoch 33 Batch 200/269 - Train Accuracy: 0.979, Validation Accuracy: 0.953, Loss: 0.010 Epoch 33 Batch 201/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.012 Epoch 33 Batch 202/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.012 Epoch 33 Batch 203/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.014 Epoch 33 Batch 204/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.010 Epoch 33 Batch 205/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.011 Epoch 33 Batch 206/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.013 Epoch 33 Batch 207/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.010 Epoch 33 Batch 208/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.011 Epoch 33 Batch 209/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.013 Epoch 33 Batch 210/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.009 Epoch 33 Batch 211/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.012 Epoch 33 Batch 212/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.016 Epoch 33 Batch 213/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.011 Epoch 33 Batch 214/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.011 Epoch 33 Batch 215/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.012 Epoch 33 Batch 216/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.019 Epoch 33 Batch 217/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.012 Epoch 33 Batch 218/269 - Train Accuracy: 0.970, Validation Accuracy: 0.953, Loss: 0.009 Epoch 33 Batch 219/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.011 Epoch 33 Batch 220/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.013 Epoch 33 Batch 221/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.012 Epoch 33 Batch 222/269 - Train Accuracy: 0.973, Validation Accuracy: 0.957, Loss: 0.009 Epoch 33 Batch 223/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.010 Epoch 33 Batch 224/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.015 Epoch 33 Batch 225/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.010 Epoch 33 Batch 226/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.012 Epoch 33 Batch 227/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.019 Epoch 33 Batch 228/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 33 Batch 229/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 33 Batch 230/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.010 Epoch 33 Batch 231/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.012 Epoch 33 Batch 232/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.012 Epoch 33 Batch 233/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.013 Epoch 33 Batch 234/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.011 Epoch 33 Batch 235/269 - Train Accuracy: 0.980, Validation Accuracy: 0.960, Loss: 0.008 Epoch 33 Batch 236/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 33 Batch 237/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.010 Epoch 33 Batch 238/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.011 Epoch 33 Batch 239/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.011 Epoch 33 Batch 240/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.011 Epoch 33 Batch 241/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.012 Epoch 33 Batch 242/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.011 Epoch 33 Batch 243/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 33 Batch 244/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.012 Epoch 33 Batch 245/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.011 Epoch 33 Batch 246/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.012 Epoch 33 Batch 247/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 33 Batch 248/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 33 Batch 249/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.010 Epoch 33 Batch 250/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 33 Batch 251/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 33 Batch 252/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 33 Batch 253/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.011 Epoch 33 Batch 254/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.012 Epoch 33 Batch 255/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.013 Epoch 33 Batch 256/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.011 Epoch 33 Batch 257/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 33 Batch 258/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.012 Epoch 33 Batch 259/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 33 Batch 260/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.012 Epoch 33 Batch 261/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 33 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.011 Epoch 33 Batch 263/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.011 Epoch 33 Batch 264/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.012 Epoch 33 Batch 265/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.012 Epoch 33 Batch 266/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 33 Batch 267/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.012 Epoch 34 Batch 0/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.013 Epoch 34 Batch 1/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 34 Batch 2/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.011 Epoch 34 Batch 3/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 34 Batch 4/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 34 Batch 5/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.012 Epoch 34 Batch 6/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.009 Epoch 34 Batch 7/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.012 Epoch 34 Batch 8/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.013 Epoch 34 Batch 9/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.012 Epoch 34 Batch 10/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.009 Epoch 34 Batch 11/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.014 Epoch 34 Batch 12/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.013 Epoch 34 Batch 13/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.009 Epoch 34 Batch 14/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.011 Epoch 34 Batch 15/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 34 Batch 16/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.014 Epoch 34 Batch 17/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.009 Epoch 34 Batch 18/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.013 Epoch 34 Batch 19/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 34 Batch 20/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.010 Epoch 34 Batch 21/269 - Train Accuracy: 0.959, Validation Accuracy: 0.966, Loss: 0.012 Epoch 34 Batch 22/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 34 Batch 23/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.012 Epoch 34 Batch 24/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 34 Batch 25/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.012 Epoch 34 Batch 26/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.011 Epoch 34 Batch 27/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.010 Epoch 34 Batch 28/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.011 Epoch 34 Batch 29/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.011 Epoch 34 Batch 30/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.012 Epoch 34 Batch 31/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.010 Epoch 34 Batch 32/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.009 Epoch 34 Batch 33/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 34 Batch 34/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.010 Epoch 34 Batch 35/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.017 Epoch 34 Batch 36/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.011 Epoch 34 Batch 37/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.012 Epoch 34 Batch 38/269 - Train Accuracy: 0.962, Validation Accuracy: 0.966, Loss: 0.009 Epoch 34 Batch 39/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 34 Batch 40/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.013 Epoch 34 Batch 41/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.013 Epoch 34 Batch 42/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.009 Epoch 34 Batch 43/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.011 Epoch 34 Batch 44/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.012 Epoch 34 Batch 45/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.012 Epoch 34 Batch 46/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.008 Epoch 34 Batch 47/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 34 Batch 48/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.012 Epoch 34 Batch 49/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.009 Epoch 34 Batch 50/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.015 Epoch 34 Batch 51/269 - Train Accuracy: 0.974, Validation Accuracy: 0.956, Loss: 0.009 Epoch 34 Batch 52/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.008 Epoch 34 Batch 53/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 34 Batch 54/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 34 Batch 55/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.010 Epoch 34 Batch 56/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.010 Epoch 34 Batch 57/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.014 Epoch 34 Batch 58/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 34 Batch 59/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 34 Batch 60/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.011 Epoch 34 Batch 61/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.012 Epoch 34 Batch 62/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.012 Epoch 34 Batch 63/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.014 Epoch 34 Batch 64/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 34 Batch 65/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.009 Epoch 34 Batch 66/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.012 Epoch 34 Batch 67/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.014 Epoch 34 Batch 68/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 34 Batch 69/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.014 Epoch 34 Batch 70/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 34 Batch 71/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.016 Epoch 34 Batch 72/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.012 Epoch 34 Batch 73/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.012 Epoch 34 Batch 74/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 34 Batch 75/269 - Train Accuracy: 0.961, Validation Accuracy: 0.964, Loss: 0.013 Epoch 34 Batch 76/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.010 Epoch 34 Batch 77/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.011 Epoch 34 Batch 78/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 34 Batch 79/269 - Train Accuracy: 0.961, Validation Accuracy: 0.964, Loss: 0.012 Epoch 34 Batch 80/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 34 Batch 81/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.012 Epoch 34 Batch 82/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 34 Batch 83/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.016 Epoch 34 Batch 84/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 34 Batch 85/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 34 Batch 86/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.009 Epoch 34 Batch 87/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 34 Batch 88/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 34 Batch 89/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 34 Batch 90/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.011 Epoch 34 Batch 91/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.010 Epoch 34 Batch 92/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 34 Batch 93/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 34 Batch 94/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.012 Epoch 34 Batch 95/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 34 Batch 96/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.012 Epoch 34 Batch 97/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.012 Epoch 34 Batch 98/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.012 Epoch 34 Batch 99/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.010 Epoch 34 Batch 100/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.012 Epoch 34 Batch 101/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.015 Epoch 34 Batch 102/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 34 Batch 103/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 34 Batch 104/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 34 Batch 105/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.011 Epoch 34 Batch 106/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 34 Batch 107/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.011 Epoch 34 Batch 108/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 34 Batch 109/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.011 Epoch 34 Batch 110/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 34 Batch 111/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.013 Epoch 34 Batch 112/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.012 Epoch 34 Batch 113/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.012 Epoch 34 Batch 114/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.012 Epoch 34 Batch 115/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.014 Epoch 34 Batch 116/269 - Train Accuracy: 0.973, Validation Accuracy: 0.952, Loss: 0.011 Epoch 34 Batch 117/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.010 Epoch 34 Batch 118/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.012 Epoch 34 Batch 119/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.011 Epoch 34 Batch 120/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.011 Epoch 34 Batch 121/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.010 Epoch 34 Batch 122/269 - Train Accuracy: 0.958, Validation Accuracy: 0.959, Loss: 0.012 Epoch 34 Batch 123/269 - Train Accuracy: 0.954, Validation Accuracy: 0.965, Loss: 0.015 Epoch 34 Batch 124/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 34 Batch 125/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.011 Epoch 34 Batch 126/269 - Train Accuracy: 0.959, Validation Accuracy: 0.960, Loss: 0.012 Epoch 34 Batch 127/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.012 Epoch 34 Batch 128/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 34 Batch 129/269 - Train Accuracy: 0.959, Validation Accuracy: 0.962, Loss: 0.012 Epoch 34 Batch 130/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.014 Epoch 34 Batch 131/269 - Train Accuracy: 0.952, Validation Accuracy: 0.957, Loss: 0.014 Epoch 34 Batch 132/269 - Train Accuracy: 0.955, Validation Accuracy: 0.956, Loss: 0.012 Epoch 34 Batch 133/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 34 Batch 134/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 34 Batch 135/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.009 Epoch 34 Batch 136/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.013 Epoch 34 Batch 137/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.013 Epoch 34 Batch 138/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.009 Epoch 34 Batch 139/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.009 Epoch 34 Batch 140/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.014 Epoch 34 Batch 141/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.011 Epoch 34 Batch 142/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.011 Epoch 34 Batch 143/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 34 Batch 144/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.008 Epoch 34 Batch 145/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.010 Epoch 34 Batch 146/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.010 Epoch 34 Batch 147/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.015 Epoch 34 Batch 148/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 34 Batch 149/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.012 Epoch 34 Batch 150/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.013 Epoch 34 Batch 151/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 34 Batch 152/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 34 Batch 153/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.010 Epoch 34 Batch 154/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 34 Batch 155/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.011 Epoch 34 Batch 156/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.011 Epoch 34 Batch 157/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 34 Batch 158/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.011 Epoch 34 Batch 159/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.011 Epoch 34 Batch 160/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 34 Batch 161/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 34 Batch 162/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 34 Batch 163/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 34 Batch 164/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 34 Batch 165/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.010 Epoch 34 Batch 166/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 34 Batch 167/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 34 Batch 168/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 34 Batch 169/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.009 Epoch 34 Batch 170/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.011 Epoch 34 Batch 171/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 34 Batch 172/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.011 Epoch 34 Batch 173/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.011 Epoch 34 Batch 174/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.011 Epoch 34 Batch 175/269 - Train Accuracy: 0.962, Validation Accuracy: 0.965, Loss: 0.017 Epoch 34 Batch 176/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 34 Batch 177/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.011 Epoch 34 Batch 178/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 34 Batch 179/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 34 Batch 180/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 34 Batch 181/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.012 Epoch 34 Batch 182/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 34 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 34 Batch 184/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.010 Epoch 34 Batch 185/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 34 Batch 186/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.009 Epoch 34 Batch 187/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.010 Epoch 34 Batch 188/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.009 Epoch 34 Batch 189/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.012 Epoch 34 Batch 190/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 34 Batch 191/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.010 Epoch 34 Batch 192/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.009 Epoch 34 Batch 193/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.012 Epoch 34 Batch 194/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.011 Epoch 34 Batch 195/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 34 Batch 196/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.011 Epoch 34 Batch 197/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 34 Batch 198/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.010 Epoch 34 Batch 199/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.011 Epoch 34 Batch 200/269 - Train Accuracy: 0.981, Validation Accuracy: 0.959, Loss: 0.009 Epoch 34 Batch 201/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 34 Batch 202/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.010 Epoch 34 Batch 203/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.013 Epoch 34 Batch 204/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.010 Epoch 34 Batch 205/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.011 Epoch 34 Batch 206/269 - Train Accuracy: 0.959, Validation Accuracy: 0.964, Loss: 0.012 Epoch 34 Batch 207/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 34 Batch 208/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.010 Epoch 34 Batch 209/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 34 Batch 210/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.009 Epoch 34 Batch 211/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.011 Epoch 34 Batch 212/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.015 Epoch 34 Batch 213/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.010 Epoch 34 Batch 214/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.010 Epoch 34 Batch 215/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.012 Epoch 34 Batch 216/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.017 Epoch 34 Batch 217/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.012 Epoch 34 Batch 218/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.008 Epoch 34 Batch 219/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.011 Epoch 34 Batch 220/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.013 Epoch 34 Batch 221/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.011 Epoch 34 Batch 222/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.008 Epoch 34 Batch 223/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.010 Epoch 34 Batch 224/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.014 Epoch 34 Batch 225/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.010 Epoch 34 Batch 226/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.011 Epoch 34 Batch 227/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.018 Epoch 34 Batch 228/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.009 Epoch 34 Batch 229/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 34 Batch 230/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.010 Epoch 34 Batch 231/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.011 Epoch 34 Batch 232/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.011 Epoch 34 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.012 Epoch 34 Batch 234/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 34 Batch 235/269 - Train Accuracy: 0.981, Validation Accuracy: 0.960, Loss: 0.007 Epoch 34 Batch 236/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 34 Batch 237/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.009 Epoch 34 Batch 238/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 34 Batch 239/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 34 Batch 240/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 34 Batch 241/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.012 Epoch 34 Batch 242/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.011 Epoch 34 Batch 243/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 34 Batch 244/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.011 Epoch 34 Batch 245/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.011 Epoch 34 Batch 246/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.012 Epoch 34 Batch 247/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.011 Epoch 34 Batch 248/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 34 Batch 249/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.010 Epoch 34 Batch 250/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.011 Epoch 34 Batch 251/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 34 Batch 252/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 34 Batch 253/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.010 Epoch 34 Batch 254/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.011 Epoch 34 Batch 255/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.013 Epoch 34 Batch 256/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 34 Batch 257/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 34 Batch 258/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.011 Epoch 34 Batch 259/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.011 Epoch 34 Batch 260/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 34 Batch 261/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 34 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 34 Batch 263/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 34 Batch 264/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.011 Epoch 34 Batch 265/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.011 Epoch 34 Batch 266/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.008 Epoch 34 Batch 267/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.011 Epoch 35 Batch 0/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.013 Epoch 35 Batch 1/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 35 Batch 2/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 35 Batch 3/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 35 Batch 4/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.010 Epoch 35 Batch 5/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.011 Epoch 35 Batch 6/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 35 Batch 7/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.011 Epoch 35 Batch 8/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.013 Epoch 35 Batch 9/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.011 Epoch 35 Batch 10/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.009 Epoch 35 Batch 11/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.013 Epoch 35 Batch 12/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.013 Epoch 35 Batch 13/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.009 Epoch 35 Batch 14/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.011 Epoch 35 Batch 15/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 35 Batch 16/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.014 Epoch 35 Batch 17/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 35 Batch 18/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.012 Epoch 35 Batch 19/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 35 Batch 20/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 35 Batch 21/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.012 Epoch 35 Batch 22/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 35 Batch 23/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.011 Epoch 35 Batch 24/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 35 Batch 25/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 35 Batch 26/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.011 Epoch 35 Batch 27/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 35 Batch 28/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 35 Batch 29/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 35 Batch 30/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.011 Epoch 35 Batch 31/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.009 Epoch 35 Batch 32/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.009 Epoch 35 Batch 33/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 35 Batch 34/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.009 Epoch 35 Batch 35/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.016 Epoch 35 Batch 36/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 35 Batch 37/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 35 Batch 38/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.009 Epoch 35 Batch 39/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 35 Batch 40/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 35 Batch 41/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.012 Epoch 35 Batch 42/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.009 Epoch 35 Batch 43/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.011 Epoch 35 Batch 44/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 35 Batch 45/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 35 Batch 46/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 35 Batch 47/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 35 Batch 48/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.012 Epoch 35 Batch 49/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 35 Batch 50/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.013 Epoch 35 Batch 51/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 35 Batch 52/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.008 Epoch 35 Batch 53/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 35 Batch 54/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 35 Batch 55/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.010 Epoch 35 Batch 56/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.010 Epoch 35 Batch 57/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.013 Epoch 35 Batch 58/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 35 Batch 59/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 35 Batch 60/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.012 Epoch 35 Batch 61/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.011 Epoch 35 Batch 62/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.012 Epoch 35 Batch 63/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.013 Epoch 35 Batch 64/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 35 Batch 65/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 35 Batch 66/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.012 Epoch 35 Batch 67/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.013 Epoch 35 Batch 68/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 35 Batch 69/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.013 Epoch 35 Batch 70/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 35 Batch 71/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.015 Epoch 35 Batch 72/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.011 Epoch 35 Batch 73/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.011 Epoch 35 Batch 74/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 35 Batch 75/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.012 Epoch 35 Batch 76/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.010 Epoch 35 Batch 77/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.011 Epoch 35 Batch 78/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.010 Epoch 35 Batch 79/269 - Train Accuracy: 0.960, Validation Accuracy: 0.963, Loss: 0.011 Epoch 35 Batch 80/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.009 Epoch 35 Batch 81/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 35 Batch 82/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 35 Batch 83/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.016 Epoch 35 Batch 84/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 35 Batch 85/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.009 Epoch 35 Batch 86/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 35 Batch 87/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 35 Batch 88/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 35 Batch 89/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 35 Batch 90/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.011 Epoch 35 Batch 91/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 35 Batch 92/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 35 Batch 93/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 35 Batch 94/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.012 Epoch 35 Batch 95/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 35 Batch 96/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.011 Epoch 35 Batch 97/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.012 Epoch 35 Batch 98/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 35 Batch 99/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 35 Batch 100/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.012 Epoch 35 Batch 101/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.015 Epoch 35 Batch 102/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 35 Batch 103/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 35 Batch 104/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 35 Batch 105/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.011 Epoch 35 Batch 106/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 35 Batch 107/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.011 Epoch 35 Batch 108/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 35 Batch 109/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.010 Epoch 35 Batch 110/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 35 Batch 111/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.012 Epoch 35 Batch 112/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.012 Epoch 35 Batch 113/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.012 Epoch 35 Batch 114/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.010 Epoch 35 Batch 115/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.013 Epoch 35 Batch 116/269 - Train Accuracy: 0.972, Validation Accuracy: 0.953, Loss: 0.011 Epoch 35 Batch 117/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.010 Epoch 35 Batch 118/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.012 Epoch 35 Batch 119/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.010 Epoch 35 Batch 120/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.010 Epoch 35 Batch 121/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.010 Epoch 35 Batch 122/269 - Train Accuracy: 0.958, Validation Accuracy: 0.962, Loss: 0.012 Epoch 35 Batch 123/269 - Train Accuracy: 0.955, Validation Accuracy: 0.963, Loss: 0.014 Epoch 35 Batch 124/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 35 Batch 125/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 35 Batch 126/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.011 Epoch 35 Batch 127/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.011 Epoch 35 Batch 128/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.009 Epoch 35 Batch 129/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.011 Epoch 35 Batch 130/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 35 Batch 131/269 - Train Accuracy: 0.953, Validation Accuracy: 0.959, Loss: 0.014 Epoch 35 Batch 132/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.011 Epoch 35 Batch 133/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.010 Epoch 35 Batch 134/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 35 Batch 135/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 35 Batch 136/269 - Train Accuracy: 0.959, Validation Accuracy: 0.963, Loss: 0.012 Epoch 35 Batch 137/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.013 Epoch 35 Batch 138/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.009 Epoch 35 Batch 139/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 35 Batch 140/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 35 Batch 141/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.010 Epoch 35 Batch 142/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.010 Epoch 35 Batch 143/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 35 Batch 144/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.008 Epoch 35 Batch 145/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 35 Batch 146/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.010 Epoch 35 Batch 147/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.014 Epoch 35 Batch 148/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 35 Batch 149/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 35 Batch 150/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.013 Epoch 35 Batch 151/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.012 Epoch 35 Batch 152/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 35 Batch 153/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.009 Epoch 35 Batch 154/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 35 Batch 155/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.011 Epoch 35 Batch 156/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.011 Epoch 35 Batch 157/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 35 Batch 158/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.010 Epoch 35 Batch 159/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 35 Batch 160/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.010 Epoch 35 Batch 161/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 35 Batch 162/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 35 Batch 163/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 35 Batch 164/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 35 Batch 165/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 35 Batch 166/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 35 Batch 167/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 35 Batch 168/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 35 Batch 169/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.009 Epoch 35 Batch 170/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 35 Batch 171/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 35 Batch 172/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.011 Epoch 35 Batch 173/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.010 Epoch 35 Batch 174/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 35 Batch 175/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.016 Epoch 35 Batch 176/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 35 Batch 177/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 35 Batch 178/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 35 Batch 179/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 35 Batch 180/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 35 Batch 181/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 35 Batch 182/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 35 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 35 Batch 184/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 35 Batch 185/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.010 Epoch 35 Batch 186/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.009 Epoch 35 Batch 187/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.009 Epoch 35 Batch 188/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.008 Epoch 35 Batch 189/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.012 Epoch 35 Batch 190/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.011 Epoch 35 Batch 191/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 35 Batch 192/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.009 Epoch 35 Batch 193/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.011 Epoch 35 Batch 194/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 35 Batch 195/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.008 Epoch 35 Batch 196/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.011 Epoch 35 Batch 197/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 35 Batch 198/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 35 Batch 199/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.010 Epoch 35 Batch 200/269 - Train Accuracy: 0.983, Validation Accuracy: 0.960, Loss: 0.009 Epoch 35 Batch 201/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 35 Batch 202/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.010 Epoch 35 Batch 203/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.013 Epoch 35 Batch 204/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.010 Epoch 35 Batch 205/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.010 Epoch 35 Batch 206/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.012 Epoch 35 Batch 207/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.009 Epoch 35 Batch 208/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.010 Epoch 35 Batch 209/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.011 Epoch 35 Batch 210/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.008 Epoch 35 Batch 211/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.011 Epoch 35 Batch 212/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.015 Epoch 35 Batch 213/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.010 Epoch 35 Batch 214/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.010 Epoch 35 Batch 215/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.011 Epoch 35 Batch 216/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.016 Epoch 35 Batch 217/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.011 Epoch 35 Batch 218/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.008 Epoch 35 Batch 219/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.009 Epoch 35 Batch 220/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.011 Epoch 35 Batch 221/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.011 Epoch 35 Batch 222/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 35 Batch 223/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.009 Epoch 35 Batch 224/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.013 Epoch 35 Batch 225/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.009 Epoch 35 Batch 226/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.011 Epoch 35 Batch 227/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.017 Epoch 35 Batch 228/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.009 Epoch 35 Batch 229/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 35 Batch 230/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 35 Batch 231/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 35 Batch 232/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.011 Epoch 35 Batch 233/269 - Train Accuracy: 0.979, Validation Accuracy: 0.959, Loss: 0.011 Epoch 35 Batch 234/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.011 Epoch 35 Batch 235/269 - Train Accuracy: 0.980, Validation Accuracy: 0.959, Loss: 0.007 Epoch 35 Batch 236/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.009 Epoch 35 Batch 237/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 35 Batch 238/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.010 Epoch 35 Batch 239/269 - Train Accuracy: 0.973, Validation Accuracy: 0.957, Loss: 0.010 Epoch 35 Batch 240/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.011 Epoch 35 Batch 241/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.011 Epoch 35 Batch 242/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.010 Epoch 35 Batch 243/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 35 Batch 244/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.010 Epoch 35 Batch 245/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.011 Epoch 35 Batch 246/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.011 Epoch 35 Batch 247/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.009 Epoch 35 Batch 248/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 35 Batch 249/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 35 Batch 250/269 - Train Accuracy: 0.973, Validation Accuracy: 0.957, Loss: 0.010 Epoch 35 Batch 251/269 - Train Accuracy: 0.974, Validation Accuracy: 0.956, Loss: 0.009 Epoch 35 Batch 252/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.008 Epoch 35 Batch 253/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 35 Batch 254/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 35 Batch 255/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.012 Epoch 35 Batch 256/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.010 Epoch 35 Batch 257/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.011 Epoch 35 Batch 258/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.010 Epoch 35 Batch 259/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 35 Batch 260/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 35 Batch 261/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 35 Batch 262/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.010 Epoch 35 Batch 263/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.010 Epoch 35 Batch 264/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.010 Epoch 35 Batch 265/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.011 Epoch 35 Batch 266/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 35 Batch 267/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.011 Epoch 36 Batch 0/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.012 Epoch 36 Batch 1/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 36 Batch 2/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.010 Epoch 36 Batch 3/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 36 Batch 4/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.010 Epoch 36 Batch 5/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.011 Epoch 36 Batch 6/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.008 Epoch 36 Batch 7/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.011 Epoch 36 Batch 8/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.013 Epoch 36 Batch 9/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.011 Epoch 36 Batch 10/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.009 Epoch 36 Batch 11/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.014 Epoch 36 Batch 12/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.013 Epoch 36 Batch 13/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.009 Epoch 36 Batch 14/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.011 Epoch 36 Batch 15/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 36 Batch 16/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.013 Epoch 36 Batch 17/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 36 Batch 18/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.012 Epoch 36 Batch 19/269 - Train Accuracy: 0.974, Validation Accuracy: 0.955, Loss: 0.008 Epoch 36 Batch 20/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 36 Batch 21/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.011 Epoch 36 Batch 22/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.010 Epoch 36 Batch 23/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.012 Epoch 36 Batch 24/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 36 Batch 25/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.011 Epoch 36 Batch 26/269 - Train Accuracy: 0.953, Validation Accuracy: 0.953, Loss: 0.011 Epoch 36 Batch 27/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 36 Batch 28/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.009 Epoch 36 Batch 29/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.011 Epoch 36 Batch 30/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.012 Epoch 36 Batch 31/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.009 Epoch 36 Batch 32/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.007 Epoch 36 Batch 33/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.009 Epoch 36 Batch 34/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.009 Epoch 36 Batch 35/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.016 Epoch 36 Batch 36/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.010 Epoch 36 Batch 37/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 36 Batch 38/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 36 Batch 39/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.009 Epoch 36 Batch 40/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.012 Epoch 36 Batch 41/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 36 Batch 42/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 36 Batch 43/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 36 Batch 44/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 36 Batch 45/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 36 Batch 46/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.007 Epoch 36 Batch 47/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 36 Batch 48/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.011 Epoch 36 Batch 49/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 36 Batch 50/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.013 Epoch 36 Batch 51/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.008 Epoch 36 Batch 52/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.007 Epoch 36 Batch 53/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.010 Epoch 36 Batch 54/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 36 Batch 55/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 36 Batch 56/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.009 Epoch 36 Batch 57/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.013 Epoch 36 Batch 58/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.010 Epoch 36 Batch 59/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.007 Epoch 36 Batch 60/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 36 Batch 61/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.011 Epoch 36 Batch 62/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 36 Batch 63/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.013 Epoch 36 Batch 64/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 36 Batch 65/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.008 Epoch 36 Batch 66/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 36 Batch 67/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.013 Epoch 36 Batch 68/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.010 Epoch 36 Batch 69/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.013 Epoch 36 Batch 70/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 36 Batch 71/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.015 Epoch 36 Batch 72/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.011 Epoch 36 Batch 73/269 - Train Accuracy: 0.968, Validation Accuracy: 0.950, Loss: 0.010 Epoch 36 Batch 74/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 36 Batch 75/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.012 Epoch 36 Batch 76/269 - Train Accuracy: 0.971, Validation Accuracy: 0.953, Loss: 0.010 Epoch 36 Batch 77/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.011 Epoch 36 Batch 78/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 36 Batch 79/269 - Train Accuracy: 0.959, Validation Accuracy: 0.963, Loss: 0.010 Epoch 36 Batch 80/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 36 Batch 81/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.011 Epoch 36 Batch 82/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 36 Batch 83/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.015 Epoch 36 Batch 84/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 36 Batch 85/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.009 Epoch 36 Batch 86/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 36 Batch 87/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 36 Batch 88/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 36 Batch 89/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 36 Batch 90/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.010 Epoch 36 Batch 91/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 36 Batch 92/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 36 Batch 93/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 36 Batch 94/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.011 Epoch 36 Batch 95/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 36 Batch 96/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.011 Epoch 36 Batch 97/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.011 Epoch 36 Batch 98/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 36 Batch 99/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 36 Batch 100/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.012 Epoch 36 Batch 101/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.014 Epoch 36 Batch 102/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.009 Epoch 36 Batch 103/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 36 Batch 104/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 36 Batch 105/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 36 Batch 106/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 36 Batch 107/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.010 Epoch 36 Batch 108/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 36 Batch 109/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 36 Batch 110/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 36 Batch 111/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.011 Epoch 36 Batch 112/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.011 Epoch 36 Batch 113/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.011 Epoch 36 Batch 114/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.009 Epoch 36 Batch 115/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.012 Epoch 36 Batch 116/269 - Train Accuracy: 0.977, Validation Accuracy: 0.952, Loss: 0.010 Epoch 36 Batch 117/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.009 Epoch 36 Batch 118/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 36 Batch 119/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.010 Epoch 36 Batch 120/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.010 Epoch 36 Batch 121/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.009 Epoch 36 Batch 122/269 - Train Accuracy: 0.960, Validation Accuracy: 0.961, Loss: 0.011 Epoch 36 Batch 123/269 - Train Accuracy: 0.955, Validation Accuracy: 0.963, Loss: 0.014 Epoch 36 Batch 124/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.009 Epoch 36 Batch 125/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 36 Batch 126/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.010 Epoch 36 Batch 127/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.010 Epoch 36 Batch 128/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.008 Epoch 36 Batch 129/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.010 Epoch 36 Batch 130/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.012 Epoch 36 Batch 131/269 - Train Accuracy: 0.955, Validation Accuracy: 0.959, Loss: 0.013 Epoch 36 Batch 132/269 - Train Accuracy: 0.959, Validation Accuracy: 0.960, Loss: 0.011 Epoch 36 Batch 133/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 36 Batch 134/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 36 Batch 135/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 36 Batch 136/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.011 Epoch 36 Batch 137/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.012 Epoch 36 Batch 138/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 36 Batch 139/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 36 Batch 140/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.013 Epoch 36 Batch 141/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 36 Batch 142/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 36 Batch 143/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 36 Batch 144/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.007 Epoch 36 Batch 145/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 36 Batch 146/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 36 Batch 147/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.014 Epoch 36 Batch 148/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 36 Batch 149/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 36 Batch 150/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.012 Epoch 36 Batch 151/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.011 Epoch 36 Batch 152/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 36 Batch 153/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 36 Batch 154/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 36 Batch 155/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.011 Epoch 36 Batch 156/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 36 Batch 157/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 36 Batch 158/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.010 Epoch 36 Batch 159/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.009 Epoch 36 Batch 160/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 36 Batch 161/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 36 Batch 162/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 36 Batch 163/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 36 Batch 164/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 36 Batch 165/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.009 Epoch 36 Batch 166/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.008 Epoch 36 Batch 167/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.010 Epoch 36 Batch 168/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 36 Batch 169/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.008 Epoch 36 Batch 170/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.011 Epoch 36 Batch 171/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.010 Epoch 36 Batch 172/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.010 Epoch 36 Batch 173/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.010 Epoch 36 Batch 174/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.010 Epoch 36 Batch 175/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.016 Epoch 36 Batch 176/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 36 Batch 177/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.010 Epoch 36 Batch 178/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 36 Batch 179/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 36 Batch 180/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 36 Batch 181/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 36 Batch 182/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 36 Batch 183/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 36 Batch 184/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 36 Batch 185/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.010 Epoch 36 Batch 186/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 36 Batch 187/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 36 Batch 188/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.008 Epoch 36 Batch 189/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 36 Batch 190/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.011 Epoch 36 Batch 191/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.009 Epoch 36 Batch 192/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.009 Epoch 36 Batch 193/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.010 Epoch 36 Batch 194/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 36 Batch 195/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.007 Epoch 36 Batch 196/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.009 Epoch 36 Batch 197/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.010 Epoch 36 Batch 198/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.009 Epoch 36 Batch 199/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.010 Epoch 36 Batch 200/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.009 Epoch 36 Batch 201/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.010 Epoch 36 Batch 202/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.010 Epoch 36 Batch 203/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.013 Epoch 36 Batch 204/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 36 Batch 205/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.010 Epoch 36 Batch 206/269 - Train Accuracy: 0.960, Validation Accuracy: 0.962, Loss: 0.012 Epoch 36 Batch 207/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.009 Epoch 36 Batch 208/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 36 Batch 209/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.011 Epoch 36 Batch 210/269 - Train Accuracy: 0.976, Validation Accuracy: 0.956, Loss: 0.008 Epoch 36 Batch 211/269 - Train Accuracy: 0.977, Validation Accuracy: 0.956, Loss: 0.010 Epoch 36 Batch 212/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.014 Epoch 36 Batch 213/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.009 Epoch 36 Batch 214/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.009 Epoch 36 Batch 215/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.011 Epoch 36 Batch 216/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.016 Epoch 36 Batch 217/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.011 Epoch 36 Batch 218/269 - Train Accuracy: 0.977, Validation Accuracy: 0.957, Loss: 0.008 Epoch 36 Batch 219/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.009 Epoch 36 Batch 220/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.011 Epoch 36 Batch 221/269 - Train Accuracy: 0.957, Validation Accuracy: 0.962, Loss: 0.011 Epoch 36 Batch 222/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 36 Batch 223/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 36 Batch 224/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.013 Epoch 36 Batch 225/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 36 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.011 Epoch 36 Batch 227/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.017 Epoch 36 Batch 228/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.009 Epoch 36 Batch 229/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 36 Batch 230/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 36 Batch 231/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 36 Batch 232/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.011 Epoch 36 Batch 233/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.011 Epoch 36 Batch 234/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 36 Batch 235/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.007 Epoch 36 Batch 236/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.009 Epoch 36 Batch 237/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 36 Batch 238/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 36 Batch 239/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 36 Batch 240/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.010 Epoch 36 Batch 241/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.011 Epoch 36 Batch 242/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 36 Batch 243/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 36 Batch 244/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.010 Epoch 36 Batch 245/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 36 Batch 246/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.010 Epoch 36 Batch 247/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 36 Batch 248/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.008 Epoch 36 Batch 249/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.009 Epoch 36 Batch 250/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 36 Batch 251/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 36 Batch 252/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.008 Epoch 36 Batch 253/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 36 Batch 254/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.011 Epoch 36 Batch 255/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.012 Epoch 36 Batch 256/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.009 Epoch 36 Batch 257/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.011 Epoch 36 Batch 258/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 36 Batch 259/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 36 Batch 260/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 36 Batch 261/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.010 Epoch 36 Batch 262/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.010 Epoch 36 Batch 263/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 36 Batch 264/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.011 Epoch 36 Batch 265/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.011 Epoch 36 Batch 266/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 36 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.011 Epoch 37 Batch 0/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.012 Epoch 37 Batch 1/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 37 Batch 2/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.010 Epoch 37 Batch 3/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 37 Batch 4/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.010 Epoch 37 Batch 5/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.011 Epoch 37 Batch 6/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.008 Epoch 37 Batch 7/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 37 Batch 8/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.012 Epoch 37 Batch 9/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.011 Epoch 37 Batch 10/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.009 Epoch 37 Batch 11/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.013 Epoch 37 Batch 12/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.012 Epoch 37 Batch 13/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.009 Epoch 37 Batch 14/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 37 Batch 15/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 37 Batch 16/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.012 Epoch 37 Batch 17/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 37 Batch 18/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.012 Epoch 37 Batch 19/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.008 Epoch 37 Batch 20/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 37 Batch 21/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.011 Epoch 37 Batch 22/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.009 Epoch 37 Batch 23/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.012 Epoch 37 Batch 24/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 37 Batch 25/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.010 Epoch 37 Batch 26/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.011 Epoch 37 Batch 27/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 37 Batch 28/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 37 Batch 29/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.010 Epoch 37 Batch 30/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.011 Epoch 37 Batch 31/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.010 Epoch 37 Batch 32/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.007 Epoch 37 Batch 33/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.008 Epoch 37 Batch 34/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.009 Epoch 37 Batch 35/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.015 Epoch 37 Batch 36/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.010 Epoch 37 Batch 37/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.011 Epoch 37 Batch 38/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.009 Epoch 37 Batch 39/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.009 Epoch 37 Batch 40/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.011 Epoch 37 Batch 41/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.012 Epoch 37 Batch 42/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 37 Batch 43/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.010 Epoch 37 Batch 44/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 37 Batch 45/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 37 Batch 46/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 37 Batch 47/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 37 Batch 48/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.010 Epoch 37 Batch 49/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 37 Batch 50/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.013 Epoch 37 Batch 51/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 37 Batch 52/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.007 Epoch 37 Batch 53/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 37 Batch 54/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 37 Batch 55/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 37 Batch 56/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.009 Epoch 37 Batch 57/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 37 Batch 58/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 37 Batch 59/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 37 Batch 60/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.011 Epoch 37 Batch 61/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 37 Batch 62/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 37 Batch 63/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.012 Epoch 37 Batch 64/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 37 Batch 65/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.008 Epoch 37 Batch 66/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 37 Batch 67/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.012 Epoch 37 Batch 68/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 37 Batch 69/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 37 Batch 70/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 37 Batch 71/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.014 Epoch 37 Batch 72/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.011 Epoch 37 Batch 73/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.010 Epoch 37 Batch 74/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 37 Batch 75/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.012 Epoch 37 Batch 76/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.009 Epoch 37 Batch 77/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.010 Epoch 37 Batch 78/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 37 Batch 79/269 - Train Accuracy: 0.959, Validation Accuracy: 0.966, Loss: 0.010 Epoch 37 Batch 80/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 37 Batch 81/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 37 Batch 82/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 37 Batch 83/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.015 Epoch 37 Batch 84/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 37 Batch 85/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 37 Batch 86/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 37 Batch 87/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 37 Batch 88/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 37 Batch 89/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.009 Epoch 37 Batch 90/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 37 Batch 91/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 37 Batch 92/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 37 Batch 93/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 37 Batch 94/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 37 Batch 95/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 37 Batch 96/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 37 Batch 97/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.011 Epoch 37 Batch 98/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 37 Batch 99/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 37 Batch 100/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.012 Epoch 37 Batch 101/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.013 Epoch 37 Batch 102/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.008 Epoch 37 Batch 103/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 37 Batch 104/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.009 Epoch 37 Batch 105/269 - Train Accuracy: 0.966, Validation Accuracy: 0.972, Loss: 0.010 Epoch 37 Batch 106/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 37 Batch 107/269 - Train Accuracy: 0.964, Validation Accuracy: 0.968, Loss: 0.010 Epoch 37 Batch 108/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 37 Batch 109/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.009 Epoch 37 Batch 110/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 37 Batch 111/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 37 Batch 112/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.011 Epoch 37 Batch 113/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.011 Epoch 37 Batch 114/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.009 Epoch 37 Batch 115/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.012 Epoch 37 Batch 116/269 - Train Accuracy: 0.975, Validation Accuracy: 0.953, Loss: 0.010 Epoch 37 Batch 117/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.009 Epoch 37 Batch 118/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 37 Batch 119/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.010 Epoch 37 Batch 120/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.010 Epoch 37 Batch 121/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.009 Epoch 37 Batch 122/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.011 Epoch 37 Batch 123/269 - Train Accuracy: 0.958, Validation Accuracy: 0.964, Loss: 0.013 Epoch 37 Batch 124/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 37 Batch 125/269 - Train Accuracy: 0.973, Validation Accuracy: 0.957, Loss: 0.008 Epoch 37 Batch 126/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.010 Epoch 37 Batch 127/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 37 Batch 128/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 37 Batch 129/269 - Train Accuracy: 0.961, Validation Accuracy: 0.965, Loss: 0.010 Epoch 37 Batch 130/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.011 Epoch 37 Batch 131/269 - Train Accuracy: 0.958, Validation Accuracy: 0.960, Loss: 0.013 Epoch 37 Batch 132/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.011 Epoch 37 Batch 133/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 37 Batch 134/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 37 Batch 135/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 37 Batch 136/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.011 Epoch 37 Batch 137/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.012 Epoch 37 Batch 138/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 37 Batch 139/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 37 Batch 140/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.013 Epoch 37 Batch 141/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 37 Batch 142/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 37 Batch 143/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 37 Batch 144/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 37 Batch 145/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.008 Epoch 37 Batch 146/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.009 Epoch 37 Batch 147/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.013 Epoch 37 Batch 148/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 37 Batch 149/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 37 Batch 150/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 37 Batch 151/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.011 Epoch 37 Batch 152/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 37 Batch 153/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 37 Batch 154/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 37 Batch 155/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 37 Batch 156/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 37 Batch 157/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.009 Epoch 37 Batch 158/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.010 Epoch 37 Batch 159/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 37 Batch 160/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 37 Batch 161/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 37 Batch 162/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 37 Batch 163/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 37 Batch 164/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 37 Batch 165/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.008 Epoch 37 Batch 166/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 37 Batch 167/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 37 Batch 168/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 37 Batch 169/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 37 Batch 170/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 37 Batch 171/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 37 Batch 172/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.009 Epoch 37 Batch 173/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.010 Epoch 37 Batch 174/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.010 Epoch 37 Batch 175/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.016 Epoch 37 Batch 176/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 37 Batch 177/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 37 Batch 178/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.009 Epoch 37 Batch 179/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 37 Batch 180/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 37 Batch 181/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 37 Batch 182/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 37 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.007 Epoch 37 Batch 184/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.009 Epoch 37 Batch 185/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.009 Epoch 37 Batch 186/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.008 Epoch 37 Batch 187/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.009 Epoch 37 Batch 188/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.008 Epoch 37 Batch 189/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.011 Epoch 37 Batch 190/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 37 Batch 191/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.009 Epoch 37 Batch 192/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.008 Epoch 37 Batch 193/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.010 Epoch 37 Batch 194/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 37 Batch 195/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.007 Epoch 37 Batch 196/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.010 Epoch 37 Batch 197/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 37 Batch 198/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 37 Batch 199/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 37 Batch 200/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.008 Epoch 37 Batch 201/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 37 Batch 202/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.010 Epoch 37 Batch 203/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.011 Epoch 37 Batch 204/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 37 Batch 205/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.009 Epoch 37 Batch 206/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.012 Epoch 37 Batch 207/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 37 Batch 208/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.009 Epoch 37 Batch 209/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.011 Epoch 37 Batch 210/269 - Train Accuracy: 0.978, Validation Accuracy: 0.957, Loss: 0.008 Epoch 37 Batch 211/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.009 Epoch 37 Batch 212/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.014 Epoch 37 Batch 213/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.009 Epoch 37 Batch 214/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.009 Epoch 37 Batch 215/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.011 Epoch 37 Batch 216/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.015 Epoch 37 Batch 217/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.010 Epoch 37 Batch 218/269 - Train Accuracy: 0.977, Validation Accuracy: 0.956, Loss: 0.007 Epoch 37 Batch 219/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 37 Batch 220/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.011 Epoch 37 Batch 221/269 - Train Accuracy: 0.959, Validation Accuracy: 0.960, Loss: 0.010 Epoch 37 Batch 222/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 37 Batch 223/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.009 Epoch 37 Batch 224/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 37 Batch 225/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.008 Epoch 37 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.010 Epoch 37 Batch 227/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.016 Epoch 37 Batch 228/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 37 Batch 229/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 37 Batch 230/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 37 Batch 231/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 37 Batch 232/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.010 Epoch 37 Batch 233/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.010 Epoch 37 Batch 234/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.009 Epoch 37 Batch 235/269 - Train Accuracy: 0.982, Validation Accuracy: 0.961, Loss: 0.006 Epoch 37 Batch 236/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.009 Epoch 37 Batch 237/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.007 Epoch 37 Batch 238/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 37 Batch 239/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 37 Batch 240/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.010 Epoch 37 Batch 241/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.011 Epoch 37 Batch 242/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 37 Batch 243/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 37 Batch 244/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.010 Epoch 37 Batch 245/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 37 Batch 246/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.010 Epoch 37 Batch 247/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 37 Batch 248/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.007 Epoch 37 Batch 249/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.008 Epoch 37 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.009 Epoch 37 Batch 251/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.009 Epoch 37 Batch 252/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.007 Epoch 37 Batch 253/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 37 Batch 254/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.011 Epoch 37 Batch 255/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 37 Batch 256/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 37 Batch 257/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.010 Epoch 37 Batch 258/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 37 Batch 259/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 37 Batch 260/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.010 Epoch 37 Batch 261/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 37 Batch 262/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 37 Batch 263/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 37 Batch 264/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.010 Epoch 37 Batch 265/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.010 Epoch 37 Batch 266/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.007 Epoch 37 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 38 Batch 0/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.011 Epoch 38 Batch 1/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.010 Epoch 38 Batch 2/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.009 Epoch 38 Batch 3/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 38 Batch 4/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 38 Batch 5/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.010 Epoch 38 Batch 6/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 38 Batch 7/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 38 Batch 8/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 38 Batch 9/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.011 Epoch 38 Batch 10/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.008 Epoch 38 Batch 11/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.012 Epoch 38 Batch 12/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.012 Epoch 38 Batch 13/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 38 Batch 14/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 38 Batch 15/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 38 Batch 16/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.012 Epoch 38 Batch 17/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 38 Batch 18/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.012 Epoch 38 Batch 19/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.008 Epoch 38 Batch 20/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 38 Batch 21/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 38 Batch 22/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.009 Epoch 38 Batch 23/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.011 Epoch 38 Batch 24/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 38 Batch 25/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.009 Epoch 38 Batch 26/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.011 Epoch 38 Batch 27/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 38 Batch 28/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.008 Epoch 38 Batch 29/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.009 Epoch 38 Batch 30/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.011 Epoch 38 Batch 31/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 38 Batch 32/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.006 Epoch 38 Batch 33/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.008 Epoch 38 Batch 34/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 38 Batch 35/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.015 Epoch 38 Batch 36/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 38 Batch 37/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.010 Epoch 38 Batch 38/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.008 Epoch 38 Batch 39/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.008 Epoch 38 Batch 40/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.011 Epoch 38 Batch 41/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.011 Epoch 38 Batch 42/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.008 Epoch 38 Batch 43/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.009 Epoch 38 Batch 44/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 38 Batch 45/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 38 Batch 46/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 38 Batch 47/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 38 Batch 48/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 38 Batch 49/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 38 Batch 50/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.012 Epoch 38 Batch 51/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.007 Epoch 38 Batch 52/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 38 Batch 53/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 38 Batch 54/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 38 Batch 55/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 38 Batch 56/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 38 Batch 57/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 38 Batch 58/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.009 Epoch 38 Batch 59/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 38 Batch 60/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 38 Batch 61/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.010 Epoch 38 Batch 62/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 38 Batch 63/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.012 Epoch 38 Batch 64/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 38 Batch 65/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.008 Epoch 38 Batch 66/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 38 Batch 67/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.012 Epoch 38 Batch 68/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 38 Batch 69/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 38 Batch 70/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 38 Batch 71/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.014 Epoch 38 Batch 72/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.010 Epoch 38 Batch 73/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.009 Epoch 38 Batch 74/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 38 Batch 75/269 - Train Accuracy: 0.960, Validation Accuracy: 0.961, Loss: 0.012 Epoch 38 Batch 76/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.009 Epoch 38 Batch 77/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.009 Epoch 38 Batch 78/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 38 Batch 79/269 - Train Accuracy: 0.960, Validation Accuracy: 0.963, Loss: 0.010 Epoch 38 Batch 80/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 38 Batch 81/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 38 Batch 82/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 38 Batch 83/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.014 Epoch 38 Batch 84/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 38 Batch 85/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.009 Epoch 38 Batch 86/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 38 Batch 87/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 38 Batch 88/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 38 Batch 89/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 38 Batch 90/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.010 Epoch 38 Batch 91/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 38 Batch 92/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 38 Batch 93/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 38 Batch 94/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 38 Batch 95/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 38 Batch 96/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 38 Batch 97/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 38 Batch 98/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 38 Batch 99/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 38 Batch 100/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 38 Batch 101/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.013 Epoch 38 Batch 102/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 38 Batch 103/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 38 Batch 104/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 38 Batch 105/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.010 Epoch 38 Batch 106/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 38 Batch 107/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.009 Epoch 38 Batch 108/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 38 Batch 109/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.009 Epoch 38 Batch 110/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 38 Batch 111/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 38 Batch 112/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.010 Epoch 38 Batch 113/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.011 Epoch 38 Batch 114/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.008 Epoch 38 Batch 115/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.012 Epoch 38 Batch 116/269 - Train Accuracy: 0.975, Validation Accuracy: 0.954, Loss: 0.009 Epoch 38 Batch 117/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.009 Epoch 38 Batch 118/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 38 Batch 119/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.010 Epoch 38 Batch 120/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.010 Epoch 38 Batch 121/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.009 Epoch 38 Batch 122/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.010 Epoch 38 Batch 123/269 - Train Accuracy: 0.955, Validation Accuracy: 0.965, Loss: 0.014 Epoch 38 Batch 124/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 38 Batch 125/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 38 Batch 126/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.010 Epoch 38 Batch 127/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 38 Batch 128/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 38 Batch 129/269 - Train Accuracy: 0.960, Validation Accuracy: 0.963, Loss: 0.010 Epoch 38 Batch 130/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.011 Epoch 38 Batch 131/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.013 Epoch 38 Batch 132/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.011 Epoch 38 Batch 133/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.008 Epoch 38 Batch 134/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 38 Batch 135/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 38 Batch 136/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.011 Epoch 38 Batch 137/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.012 Epoch 38 Batch 138/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 38 Batch 139/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.007 Epoch 38 Batch 140/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.012 Epoch 38 Batch 141/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.009 Epoch 38 Batch 142/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.009 Epoch 38 Batch 143/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 38 Batch 144/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.007 Epoch 38 Batch 145/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.008 Epoch 38 Batch 146/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 38 Batch 147/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.012 Epoch 38 Batch 148/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 38 Batch 149/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 38 Batch 150/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.012 Epoch 38 Batch 151/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.011 Epoch 38 Batch 152/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 38 Batch 153/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 38 Batch 154/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.009 Epoch 38 Batch 155/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.009 Epoch 38 Batch 156/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.009 Epoch 38 Batch 157/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.009 Epoch 38 Batch 158/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 38 Batch 159/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.008 Epoch 38 Batch 160/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 38 Batch 161/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.008 Epoch 38 Batch 162/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.009 Epoch 38 Batch 163/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.008 Epoch 38 Batch 164/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.008 Epoch 38 Batch 165/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.008 Epoch 38 Batch 166/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 38 Batch 167/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 38 Batch 168/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 38 Batch 169/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.007 Epoch 38 Batch 170/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 38 Batch 171/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 38 Batch 172/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.009 Epoch 38 Batch 173/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 38 Batch 174/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 38 Batch 175/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.015 Epoch 38 Batch 176/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 38 Batch 177/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 38 Batch 178/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.008 Epoch 38 Batch 179/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 38 Batch 180/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 38 Batch 181/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 38 Batch 182/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 38 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 38 Batch 184/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.008 Epoch 38 Batch 185/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.009 Epoch 38 Batch 186/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.008 Epoch 38 Batch 187/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 38 Batch 188/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.007 Epoch 38 Batch 189/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 38 Batch 190/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 38 Batch 191/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 38 Batch 192/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.008 Epoch 38 Batch 193/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.009 Epoch 38 Batch 194/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 38 Batch 195/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 38 Batch 196/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.009 Epoch 38 Batch 197/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.009 Epoch 38 Batch 198/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.008 Epoch 38 Batch 199/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.010 Epoch 38 Batch 200/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.009 Epoch 38 Batch 201/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.009 Epoch 38 Batch 202/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.010 Epoch 38 Batch 203/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.013 Epoch 38 Batch 204/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.010 Epoch 38 Batch 205/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 38 Batch 206/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.011 Epoch 38 Batch 207/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.008 Epoch 38 Batch 208/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.009 Epoch 38 Batch 209/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.011 Epoch 38 Batch 210/269 - Train Accuracy: 0.976, Validation Accuracy: 0.955, Loss: 0.008 Epoch 38 Batch 211/269 - Train Accuracy: 0.979, Validation Accuracy: 0.959, Loss: 0.009 Epoch 38 Batch 212/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.014 Epoch 38 Batch 213/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.009 Epoch 38 Batch 214/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 38 Batch 215/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.010 Epoch 38 Batch 216/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.015 Epoch 38 Batch 217/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.010 Epoch 38 Batch 218/269 - Train Accuracy: 0.978, Validation Accuracy: 0.956, Loss: 0.007 Epoch 38 Batch 219/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.008 Epoch 38 Batch 220/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.011 Epoch 38 Batch 221/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.010 Epoch 38 Batch 222/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.007 Epoch 38 Batch 223/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.008 Epoch 38 Batch 224/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 38 Batch 225/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 38 Batch 226/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.010 Epoch 38 Batch 227/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.016 Epoch 38 Batch 228/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 38 Batch 229/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 38 Batch 230/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.009 Epoch 38 Batch 231/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 38 Batch 232/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.010 Epoch 38 Batch 233/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.010 Epoch 38 Batch 234/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 38 Batch 235/269 - Train Accuracy: 0.982, Validation Accuracy: 0.960, Loss: 0.006 Epoch 38 Batch 236/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 38 Batch 237/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.008 Epoch 38 Batch 238/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 38 Batch 239/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 38 Batch 240/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.010 Epoch 38 Batch 241/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.010 Epoch 38 Batch 242/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 38 Batch 243/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 38 Batch 244/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.009 Epoch 38 Batch 245/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 38 Batch 246/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.010 Epoch 38 Batch 247/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 38 Batch 248/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.007 Epoch 38 Batch 249/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.008 Epoch 38 Batch 250/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.008 Epoch 38 Batch 251/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 38 Batch 252/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.007 Epoch 38 Batch 253/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 38 Batch 254/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 38 Batch 255/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 38 Batch 256/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.009 Epoch 38 Batch 257/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.010 Epoch 38 Batch 258/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 38 Batch 259/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 38 Batch 260/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 38 Batch 261/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.009 Epoch 38 Batch 262/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.009 Epoch 38 Batch 263/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.009 Epoch 38 Batch 264/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.010 Epoch 38 Batch 265/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.010 Epoch 38 Batch 266/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.007 Epoch 38 Batch 267/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.011 Epoch 39 Batch 0/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 39 Batch 1/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 39 Batch 2/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 39 Batch 3/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 39 Batch 4/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 39 Batch 5/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.010 Epoch 39 Batch 6/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.008 Epoch 39 Batch 7/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.010 Epoch 39 Batch 8/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.011 Epoch 39 Batch 9/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 39 Batch 10/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 39 Batch 11/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.012 Epoch 39 Batch 12/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.011 Epoch 39 Batch 13/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.008 Epoch 39 Batch 14/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 39 Batch 15/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.007 Epoch 39 Batch 16/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.012 Epoch 39 Batch 17/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 39 Batch 18/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 39 Batch 19/269 - Train Accuracy: 0.974, Validation Accuracy: 0.955, Loss: 0.007 Epoch 39 Batch 20/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 39 Batch 21/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 39 Batch 22/269 - Train Accuracy: 0.970, Validation Accuracy: 0.955, Loss: 0.009 Epoch 39 Batch 23/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.010 Epoch 39 Batch 24/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 39 Batch 25/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.009 Epoch 39 Batch 26/269 - Train Accuracy: 0.957, Validation Accuracy: 0.960, Loss: 0.010 Epoch 39 Batch 27/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 39 Batch 28/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 39 Batch 29/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.009 Epoch 39 Batch 30/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.011 Epoch 39 Batch 31/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.008 Epoch 39 Batch 32/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.007 Epoch 39 Batch 33/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.008 Epoch 39 Batch 34/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.008 Epoch 39 Batch 35/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.014 Epoch 39 Batch 36/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 39 Batch 37/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 39 Batch 38/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 39 Batch 39/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.008 Epoch 39 Batch 40/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.010 Epoch 39 Batch 41/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.011 Epoch 39 Batch 42/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.007 Epoch 39 Batch 43/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.010 Epoch 39 Batch 44/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 39 Batch 45/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 39 Batch 46/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 39 Batch 47/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 39 Batch 48/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.010 Epoch 39 Batch 49/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 39 Batch 50/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 39 Batch 51/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.007 Epoch 39 Batch 52/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.006 Epoch 39 Batch 53/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 39 Batch 54/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 39 Batch 55/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 39 Batch 56/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 39 Batch 57/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 39 Batch 58/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 39 Batch 59/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.006 Epoch 39 Batch 60/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 39 Batch 61/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 39 Batch 62/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.009 Epoch 39 Batch 63/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.012 Epoch 39 Batch 64/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 39 Batch 65/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 39 Batch 66/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 39 Batch 67/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 39 Batch 68/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 39 Batch 69/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.011 Epoch 39 Batch 70/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 39 Batch 71/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.013 Epoch 39 Batch 72/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.010 Epoch 39 Batch 73/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 39 Batch 74/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.009 Epoch 39 Batch 75/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.011 Epoch 39 Batch 76/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.008 Epoch 39 Batch 77/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 39 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 39 Batch 79/269 - Train Accuracy: 0.959, Validation Accuracy: 0.962, Loss: 0.010 Epoch 39 Batch 80/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 39 Batch 81/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 39 Batch 82/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 39 Batch 83/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.013 Epoch 39 Batch 84/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 39 Batch 85/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.009 Epoch 39 Batch 86/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 39 Batch 87/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.007 Epoch 39 Batch 88/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.008 Epoch 39 Batch 89/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.009 Epoch 39 Batch 90/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.009 Epoch 39 Batch 91/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 39 Batch 92/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 39 Batch 93/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 39 Batch 94/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 39 Batch 95/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 39 Batch 96/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 39 Batch 97/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 39 Batch 98/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.010 Epoch 39 Batch 99/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 39 Batch 100/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.010 Epoch 39 Batch 101/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.012 Epoch 39 Batch 102/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 39 Batch 103/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 39 Batch 104/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 39 Batch 105/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 39 Batch 106/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.009 Epoch 39 Batch 107/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.009 Epoch 39 Batch 108/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 39 Batch 109/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 39 Batch 110/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 39 Batch 111/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 39 Batch 112/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 39 Batch 113/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.010 Epoch 39 Batch 114/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.008 Epoch 39 Batch 115/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.011 Epoch 39 Batch 116/269 - Train Accuracy: 0.978, Validation Accuracy: 0.957, Loss: 0.009 Epoch 39 Batch 117/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.008 Epoch 39 Batch 118/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 39 Batch 119/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.010 Epoch 39 Batch 120/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.009 Epoch 39 Batch 121/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.009 Epoch 39 Batch 122/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.012 Epoch 39 Batch 123/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.012 Epoch 39 Batch 124/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.017 Epoch 39 Batch 125/269 - Train Accuracy: 0.945, Validation Accuracy: 0.939, Loss: 0.022 Epoch 39 Batch 126/269 - Train Accuracy: 0.888, Validation Accuracy: 0.899, Loss: 0.058 Epoch 39 Batch 127/269 - Train Accuracy: 0.916, Validation Accuracy: 0.914, Loss: 0.240 Epoch 39 Batch 128/269 - Train Accuracy: 0.896, Validation Accuracy: 0.896, Loss: 0.114 Epoch 39 Batch 129/269 - Train Accuracy: 0.912, Validation Accuracy: 0.910, Loss: 0.142 Epoch 39 Batch 130/269 - Train Accuracy: 0.873, Validation Accuracy: 0.878, Loss: 0.109 Epoch 39 Batch 131/269 - Train Accuracy: 0.919, Validation Accuracy: 0.926, Loss: 0.204 Epoch 39 Batch 132/269 - Train Accuracy: 0.888, Validation Accuracy: 0.892, Loss: 0.057 Epoch 39 Batch 133/269 - Train Accuracy: 0.908, Validation Accuracy: 0.901, Loss: 0.116 Epoch 39 Batch 134/269 - Train Accuracy: 0.886, Validation Accuracy: 0.883, Loss: 0.086 Epoch 39 Batch 135/269 - Train Accuracy: 0.908, Validation Accuracy: 0.900, Loss: 0.119 Epoch 39 Batch 136/269 - Train Accuracy: 0.869, Validation Accuracy: 0.889, Loss: 0.073 Epoch 39 Batch 137/269 - Train Accuracy: 0.879, Validation Accuracy: 0.866, Loss: 0.104 Epoch 39 Batch 138/269 - Train Accuracy: 0.917, Validation Accuracy: 0.908, Loss: 0.108 Epoch 39 Batch 139/269 - Train Accuracy: 0.848, Validation Accuracy: 0.856, Loss: 0.062 Epoch 39 Batch 140/269 - Train Accuracy: 0.918, Validation Accuracy: 0.910, Loss: 0.143 Epoch 39 Batch 141/269 - Train Accuracy: 0.898, Validation Accuracy: 0.895, Loss: 0.066 Epoch 39 Batch 142/269 - Train Accuracy: 0.918, Validation Accuracy: 0.898, Loss: 0.060 Epoch 39 Batch 143/269 - Train Accuracy: 0.923, Validation Accuracy: 0.895, Loss: 0.052 Epoch 39 Batch 144/269 - Train Accuracy: 0.937, Validation Accuracy: 0.911, Loss: 0.066 Epoch 39 Batch 145/269 - Train Accuracy: 0.937, Validation Accuracy: 0.915, Loss: 0.042 Epoch 39 Batch 146/269 - Train Accuracy: 0.918, Validation Accuracy: 0.905, Loss: 0.044 Epoch 39 Batch 147/269 - Train Accuracy: 0.931, Validation Accuracy: 0.900, Loss: 0.050 Epoch 39 Batch 148/269 - Train Accuracy: 0.938, Validation Accuracy: 0.914, Loss: 0.050 Epoch 39 Batch 149/269 - Train Accuracy: 0.931, Validation Accuracy: 0.922, Loss: 0.050 Epoch 39 Batch 150/269 - Train Accuracy: 0.941, Validation Accuracy: 0.929, Loss: 0.037 Epoch 39 Batch 151/269 - Train Accuracy: 0.955, Validation Accuracy: 0.934, Loss: 0.033 Epoch 39 Batch 152/269 - Train Accuracy: 0.932, Validation Accuracy: 0.936, Loss: 0.036 Epoch 39 Batch 153/269 - Train Accuracy: 0.946, Validation Accuracy: 0.933, Loss: 0.036 Epoch 39 Batch 154/269 - Train Accuracy: 0.946, Validation Accuracy: 0.933, Loss: 0.031 Epoch 39 Batch 155/269 - Train Accuracy: 0.941, Validation Accuracy: 0.936, Loss: 0.024 Epoch 39 Batch 156/269 - Train Accuracy: 0.942, Validation Accuracy: 0.933, Loss: 0.028 Epoch 39 Batch 157/269 - Train Accuracy: 0.950, Validation Accuracy: 0.938, Loss: 0.027 Epoch 39 Batch 158/269 - Train Accuracy: 0.942, Validation Accuracy: 0.939, Loss: 0.028 Epoch 39 Batch 159/269 - Train Accuracy: 0.949, Validation Accuracy: 0.950, Loss: 0.021 Epoch 39 Batch 160/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.021 Epoch 39 Batch 161/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.022 Epoch 39 Batch 162/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.022 Epoch 39 Batch 163/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.021 Epoch 39 Batch 164/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.018 Epoch 39 Batch 165/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.019 Epoch 39 Batch 166/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.016 Epoch 39 Batch 167/269 - Train Accuracy: 0.952, Validation Accuracy: 0.956, Loss: 0.019 Epoch 39 Batch 168/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.017 Epoch 39 Batch 169/269 - Train Accuracy: 0.958, Validation Accuracy: 0.959, Loss: 0.015 Epoch 39 Batch 170/269 - Train Accuracy: 0.955, Validation Accuracy: 0.958, Loss: 0.018 Epoch 39 Batch 171/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.014 Epoch 39 Batch 172/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.017 Epoch 39 Batch 173/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.014 Epoch 39 Batch 174/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.014 Epoch 39 Batch 175/269 - Train Accuracy: 0.956, Validation Accuracy: 0.961, Loss: 0.021 Epoch 39 Batch 176/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.015 Epoch 39 Batch 177/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.014 Epoch 39 Batch 178/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.012 Epoch 39 Batch 179/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.013 Epoch 39 Batch 180/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.012 Epoch 39 Batch 181/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.015 Epoch 39 Batch 182/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.013 Epoch 39 Batch 183/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.009 Epoch 39 Batch 184/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.014 Epoch 39 Batch 185/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.013 Epoch 39 Batch 186/269 - Train Accuracy: 0.958, Validation Accuracy: 0.955, Loss: 0.011 Epoch 39 Batch 187/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.011 Epoch 39 Batch 188/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.010 Epoch 39 Batch 189/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.012 Epoch 39 Batch 190/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.012 Epoch 39 Batch 191/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.011 Epoch 39 Batch 192/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.011 Epoch 39 Batch 193/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.011 Epoch 39 Batch 194/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.011 Epoch 39 Batch 195/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.009 Epoch 39 Batch 196/269 - Train Accuracy: 0.958, Validation Accuracy: 0.959, Loss: 0.012 Epoch 39 Batch 197/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.011 Epoch 39 Batch 198/269 - Train Accuracy: 0.972, Validation Accuracy: 0.955, Loss: 0.011 Epoch 39 Batch 199/269 - Train Accuracy: 0.973, Validation Accuracy: 0.955, Loss: 0.010 Epoch 39 Batch 200/269 - Train Accuracy: 0.975, Validation Accuracy: 0.954, Loss: 0.010 Epoch 39 Batch 201/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.011 Epoch 39 Batch 202/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.012 Epoch 39 Batch 203/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.012 Epoch 39 Batch 204/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.010 Epoch 39 Batch 205/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.010 Epoch 39 Batch 206/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.012 Epoch 39 Batch 207/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.009 Epoch 39 Batch 208/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.011 Epoch 39 Batch 209/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 39 Batch 210/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.008 Epoch 39 Batch 211/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.010 Epoch 39 Batch 212/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.014 Epoch 39 Batch 213/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.010 Epoch 39 Batch 214/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.010 Epoch 39 Batch 215/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.011 Epoch 39 Batch 216/269 - Train Accuracy: 0.954, Validation Accuracy: 0.958, Loss: 0.017 Epoch 39 Batch 217/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.012 Epoch 39 Batch 218/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.009 Epoch 39 Batch 219/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 39 Batch 220/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.012 Epoch 39 Batch 221/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.011 Epoch 39 Batch 222/269 - Train Accuracy: 0.975, Validation Accuracy: 0.955, Loss: 0.009 Epoch 39 Batch 223/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.009 Epoch 39 Batch 224/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.012 Epoch 39 Batch 225/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.008 Epoch 39 Batch 226/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.011 Epoch 39 Batch 227/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.017 Epoch 39 Batch 228/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.008 Epoch 39 Batch 229/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.009 Epoch 39 Batch 230/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 39 Batch 231/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 39 Batch 232/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.010 Epoch 39 Batch 233/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.011 Epoch 39 Batch 234/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 39 Batch 235/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.006 Epoch 39 Batch 236/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 39 Batch 237/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.008 Epoch 39 Batch 238/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.009 Epoch 39 Batch 239/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 39 Batch 240/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 39 Batch 241/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.010 Epoch 39 Batch 242/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.009 Epoch 39 Batch 243/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 39 Batch 244/269 - Train Accuracy: 0.962, Validation Accuracy: 0.966, Loss: 0.010 Epoch 39 Batch 245/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 39 Batch 246/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 39 Batch 247/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 39 Batch 248/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.008 Epoch 39 Batch 249/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 39 Batch 250/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 39 Batch 251/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 39 Batch 252/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 39 Batch 253/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 39 Batch 254/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 39 Batch 255/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 39 Batch 256/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.008 Epoch 39 Batch 257/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.010 Epoch 39 Batch 258/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 39 Batch 259/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 39 Batch 260/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 39 Batch 261/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 39 Batch 262/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.010 Epoch 39 Batch 263/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 39 Batch 264/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.009 Epoch 39 Batch 265/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 39 Batch 266/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.007 Epoch 39 Batch 267/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.010 Epoch 40 Batch 0/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 40 Batch 1/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.009 Epoch 40 Batch 2/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.009 Epoch 40 Batch 3/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 40 Batch 4/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.008 Epoch 40 Batch 5/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 40 Batch 6/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 40 Batch 7/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.009 Epoch 40 Batch 8/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.011 Epoch 40 Batch 9/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.010 Epoch 40 Batch 10/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 40 Batch 11/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.012 Epoch 40 Batch 12/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.011 Epoch 40 Batch 13/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 40 Batch 14/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 40 Batch 15/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 40 Batch 16/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 40 Batch 17/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 40 Batch 18/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 40 Batch 19/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 40 Batch 20/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.008 Epoch 40 Batch 21/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 40 Batch 22/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 40 Batch 23/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 40 Batch 24/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 40 Batch 25/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 40 Batch 26/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.009 Epoch 40 Batch 27/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.009 Epoch 40 Batch 28/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 40 Batch 29/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.009 Epoch 40 Batch 30/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 40 Batch 31/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 40 Batch 32/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 40 Batch 33/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 40 Batch 34/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 40 Batch 35/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.014 Epoch 40 Batch 36/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 40 Batch 37/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 40 Batch 38/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 40 Batch 39/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 40 Batch 40/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 40 Batch 41/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.010 Epoch 40 Batch 42/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.007 Epoch 40 Batch 43/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 40 Batch 44/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.010 Epoch 40 Batch 45/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 40 Batch 46/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 40 Batch 47/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 40 Batch 48/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.010 Epoch 40 Batch 49/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 40 Batch 50/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.012 Epoch 40 Batch 51/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 40 Batch 52/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.006 Epoch 40 Batch 53/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 40 Batch 54/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.007 Epoch 40 Batch 55/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 40 Batch 56/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.008 Epoch 40 Batch 57/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.011 Epoch 40 Batch 58/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 40 Batch 59/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 40 Batch 60/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 40 Batch 61/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.009 Epoch 40 Batch 62/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 40 Batch 63/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.010 Epoch 40 Batch 64/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 40 Batch 65/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 40 Batch 66/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 40 Batch 67/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.011 Epoch 40 Batch 68/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.008 Epoch 40 Batch 69/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.010 Epoch 40 Batch 70/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.009 Epoch 40 Batch 71/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 40 Batch 72/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 40 Batch 73/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 40 Batch 74/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 40 Batch 75/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 40 Batch 76/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 40 Batch 77/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 40 Batch 78/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 40 Batch 79/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.010 Epoch 40 Batch 80/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 40 Batch 81/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 40 Batch 82/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.006 Epoch 40 Batch 83/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.013 Epoch 40 Batch 84/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 40 Batch 85/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.008 Epoch 40 Batch 86/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.007 Epoch 40 Batch 87/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 40 Batch 88/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 40 Batch 89/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 40 Batch 90/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.009 Epoch 40 Batch 91/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 40 Batch 92/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 40 Batch 93/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.008 Epoch 40 Batch 94/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 40 Batch 95/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 40 Batch 96/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.009 Epoch 40 Batch 97/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 40 Batch 98/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.010 Epoch 40 Batch 99/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.009 Epoch 40 Batch 100/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 40 Batch 101/269 - Train Accuracy: 0.967, Validation Accuracy: 0.971, Loss: 0.013 Epoch 40 Batch 102/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.008 Epoch 40 Batch 103/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 40 Batch 104/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 40 Batch 105/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.009 Epoch 40 Batch 106/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 40 Batch 107/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.009 Epoch 40 Batch 108/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 40 Batch 109/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.009 Epoch 40 Batch 110/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 40 Batch 111/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.010 Epoch 40 Batch 112/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.010 Epoch 40 Batch 113/269 - Train Accuracy: 0.960, Validation Accuracy: 0.965, Loss: 0.010 Epoch 40 Batch 114/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 40 Batch 115/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.010 Epoch 40 Batch 116/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.008 Epoch 40 Batch 117/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.008 Epoch 40 Batch 118/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.009 Epoch 40 Batch 119/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.010 Epoch 40 Batch 120/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.010 Epoch 40 Batch 121/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.007 Epoch 40 Batch 122/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.009 Epoch 40 Batch 123/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.012 Epoch 40 Batch 124/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 40 Batch 125/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 40 Batch 126/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.009 Epoch 40 Batch 127/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.008 Epoch 40 Batch 128/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.007 Epoch 40 Batch 129/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.009 Epoch 40 Batch 130/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.010 Epoch 40 Batch 131/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.011 Epoch 40 Batch 132/269 - Train Accuracy: 0.958, Validation Accuracy: 0.969, Loss: 0.010 Epoch 40 Batch 133/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 40 Batch 134/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.009 Epoch 40 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 40 Batch 136/269 - Train Accuracy: 0.959, Validation Accuracy: 0.967, Loss: 0.009 Epoch 40 Batch 137/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.011 Epoch 40 Batch 138/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.007 Epoch 40 Batch 139/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 40 Batch 140/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.012 Epoch 40 Batch 141/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 40 Batch 142/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 40 Batch 143/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 40 Batch 144/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 40 Batch 145/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 40 Batch 146/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.008 Epoch 40 Batch 147/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 40 Batch 148/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 40 Batch 149/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 40 Batch 150/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 40 Batch 151/269 - Train Accuracy: 0.975, Validation Accuracy: 0.957, Loss: 0.010 Epoch 40 Batch 152/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 40 Batch 153/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.008 Epoch 40 Batch 154/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 40 Batch 155/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 40 Batch 156/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.009 Epoch 40 Batch 157/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 40 Batch 158/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 40 Batch 159/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 40 Batch 160/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 40 Batch 161/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.007 Epoch 40 Batch 162/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 40 Batch 163/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.009 Epoch 40 Batch 164/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 40 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 40 Batch 166/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 40 Batch 167/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 40 Batch 168/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 40 Batch 169/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 40 Batch 170/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 40 Batch 171/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 40 Batch 172/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 40 Batch 173/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.009 Epoch 40 Batch 174/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 40 Batch 175/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.015 Epoch 40 Batch 176/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 40 Batch 177/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 40 Batch 178/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 40 Batch 179/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 40 Batch 180/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.008 Epoch 40 Batch 181/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 40 Batch 182/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 40 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.006 Epoch 40 Batch 184/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.009 Epoch 40 Batch 185/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.008 Epoch 40 Batch 186/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.008 Epoch 40 Batch 187/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.008 Epoch 40 Batch 188/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 40 Batch 189/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 40 Batch 190/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.009 Epoch 40 Batch 191/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 40 Batch 192/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 40 Batch 193/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.008 Epoch 40 Batch 194/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.008 Epoch 40 Batch 195/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.007 Epoch 40 Batch 196/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 40 Batch 197/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 40 Batch 198/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 40 Batch 199/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.007 Epoch 40 Batch 200/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.007 Epoch 40 Batch 201/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.009 Epoch 40 Batch 202/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.009 Epoch 40 Batch 203/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 40 Batch 204/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.007 Epoch 40 Batch 205/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 40 Batch 206/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 40 Batch 207/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.007 Epoch 40 Batch 208/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.009 Epoch 40 Batch 209/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 40 Batch 210/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.007 Epoch 40 Batch 211/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 40 Batch 212/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.013 Epoch 40 Batch 213/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.008 Epoch 40 Batch 214/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.008 Epoch 40 Batch 215/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.009 Epoch 40 Batch 216/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.014 Epoch 40 Batch 217/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.009 Epoch 40 Batch 218/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 40 Batch 219/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.008 Epoch 40 Batch 220/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.009 Epoch 40 Batch 221/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.009 Epoch 40 Batch 222/269 - Train Accuracy: 0.977, Validation Accuracy: 0.957, Loss: 0.007 Epoch 40 Batch 223/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.008 Epoch 40 Batch 224/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.011 Epoch 40 Batch 225/269 - Train Accuracy: 0.978, Validation Accuracy: 0.959, Loss: 0.007 Epoch 40 Batch 226/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.009 Epoch 40 Batch 227/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.014 Epoch 40 Batch 228/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.007 Epoch 40 Batch 229/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 40 Batch 230/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 40 Batch 231/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 40 Batch 232/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.009 Epoch 40 Batch 233/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.010 Epoch 40 Batch 234/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 40 Batch 235/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.005 Epoch 40 Batch 236/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 40 Batch 237/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 40 Batch 238/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 40 Batch 239/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 40 Batch 240/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 40 Batch 241/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.009 Epoch 40 Batch 242/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 40 Batch 243/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 40 Batch 244/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.009 Epoch 40 Batch 245/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 40 Batch 246/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 40 Batch 247/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 40 Batch 248/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.007 Epoch 40 Batch 249/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 40 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 40 Batch 251/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.006 Epoch 40 Batch 252/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.006 Epoch 40 Batch 253/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 40 Batch 254/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 40 Batch 255/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 40 Batch 256/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.007 Epoch 40 Batch 257/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 40 Batch 258/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.008 Epoch 40 Batch 259/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 40 Batch 260/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 40 Batch 261/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 40 Batch 262/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.009 Epoch 40 Batch 263/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 40 Batch 264/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 40 Batch 265/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.008 Epoch 40 Batch 266/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.006 Epoch 40 Batch 267/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 41 Batch 0/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.009 Epoch 41 Batch 1/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 41 Batch 2/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.009 Epoch 41 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 41 Batch 4/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 41 Batch 5/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 41 Batch 6/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.006 Epoch 41 Batch 7/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.008 Epoch 41 Batch 8/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 41 Batch 9/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 41 Batch 10/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 41 Batch 11/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 41 Batch 12/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.010 Epoch 41 Batch 13/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 41 Batch 14/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 41 Batch 15/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.006 Epoch 41 Batch 16/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 41 Batch 17/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 41 Batch 18/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 41 Batch 19/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 41 Batch 20/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.007 Epoch 41 Batch 21/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 41 Batch 22/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 41 Batch 23/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 41 Batch 24/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 41 Batch 25/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 41 Batch 26/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 41 Batch 27/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.007 Epoch 41 Batch 28/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 41 Batch 29/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 41 Batch 30/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 41 Batch 31/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 41 Batch 32/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.005 Epoch 41 Batch 33/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 41 Batch 34/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.006 Epoch 41 Batch 35/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.013 Epoch 41 Batch 36/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 41 Batch 37/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.009 Epoch 41 Batch 38/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 41 Batch 39/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.007 Epoch 41 Batch 40/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.009 Epoch 41 Batch 41/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 41 Batch 42/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 41 Batch 43/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 41 Batch 44/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.009 Epoch 41 Batch 45/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 41 Batch 46/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 41 Batch 47/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 41 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 41 Batch 49/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 41 Batch 50/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.010 Epoch 41 Batch 51/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.007 Epoch 41 Batch 52/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.005 Epoch 41 Batch 53/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.008 Epoch 41 Batch 54/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.006 Epoch 41 Batch 55/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.008 Epoch 41 Batch 56/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.007 Epoch 41 Batch 57/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 41 Batch 58/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 41 Batch 59/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 41 Batch 60/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 41 Batch 61/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.008 Epoch 41 Batch 62/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 41 Batch 63/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 41 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.006 Epoch 41 Batch 65/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.007 Epoch 41 Batch 66/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 41 Batch 67/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.010 Epoch 41 Batch 68/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.008 Epoch 41 Batch 69/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.010 Epoch 41 Batch 70/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 41 Batch 71/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 41 Batch 72/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 41 Batch 73/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 41 Batch 74/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 41 Batch 75/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 41 Batch 76/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.007 Epoch 41 Batch 77/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 41 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 41 Batch 79/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.008 Epoch 41 Batch 80/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.006 Epoch 41 Batch 81/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 41 Batch 82/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.006 Epoch 41 Batch 83/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.012 Epoch 41 Batch 84/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 41 Batch 85/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.007 Epoch 41 Batch 86/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.007 Epoch 41 Batch 87/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 41 Batch 88/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.007 Epoch 41 Batch 89/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.008 Epoch 41 Batch 90/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.008 Epoch 41 Batch 91/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.008 Epoch 41 Batch 92/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.006 Epoch 41 Batch 93/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 41 Batch 94/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 41 Batch 95/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 41 Batch 96/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.009 Epoch 41 Batch 97/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 41 Batch 98/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 41 Batch 99/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.008 Epoch 41 Batch 100/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 41 Batch 101/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.012 Epoch 41 Batch 102/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 41 Batch 103/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 41 Batch 104/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 41 Batch 105/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 41 Batch 106/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.008 Epoch 41 Batch 107/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.008 Epoch 41 Batch 108/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 41 Batch 109/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 41 Batch 110/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 41 Batch 111/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 41 Batch 112/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 41 Batch 113/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.009 Epoch 41 Batch 114/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 41 Batch 115/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 41 Batch 116/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.007 Epoch 41 Batch 117/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.007 Epoch 41 Batch 118/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.009 Epoch 41 Batch 119/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.010 Epoch 41 Batch 120/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 41 Batch 121/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.007 Epoch 41 Batch 122/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.008 Epoch 41 Batch 123/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.011 Epoch 41 Batch 124/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.008 Epoch 41 Batch 125/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 41 Batch 126/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.008 Epoch 41 Batch 127/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.008 Epoch 41 Batch 128/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.008 Epoch 41 Batch 129/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 41 Batch 130/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.009 Epoch 41 Batch 131/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.010 Epoch 41 Batch 132/269 - Train Accuracy: 0.960, Validation Accuracy: 0.967, Loss: 0.009 Epoch 41 Batch 133/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 41 Batch 134/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 41 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 41 Batch 136/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.008 Epoch 41 Batch 137/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.010 Epoch 41 Batch 138/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 41 Batch 139/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 41 Batch 140/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.011 Epoch 41 Batch 141/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 41 Batch 142/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 41 Batch 143/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 41 Batch 144/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 41 Batch 145/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 41 Batch 146/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.008 Epoch 41 Batch 147/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 41 Batch 148/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 41 Batch 149/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 41 Batch 150/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 41 Batch 151/269 - Train Accuracy: 0.976, Validation Accuracy: 0.957, Loss: 0.010 Epoch 41 Batch 152/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 41 Batch 153/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.008 Epoch 41 Batch 154/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 41 Batch 155/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 41 Batch 156/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.008 Epoch 41 Batch 157/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 41 Batch 158/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 41 Batch 159/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 41 Batch 160/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.007 Epoch 41 Batch 161/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.006 Epoch 41 Batch 162/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.008 Epoch 41 Batch 163/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.008 Epoch 41 Batch 164/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 41 Batch 165/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 41 Batch 166/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 41 Batch 167/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 41 Batch 168/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 41 Batch 169/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 41 Batch 170/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 41 Batch 171/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 41 Batch 172/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.008 Epoch 41 Batch 173/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 41 Batch 174/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 41 Batch 175/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.014 Epoch 41 Batch 176/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 41 Batch 177/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 41 Batch 178/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 41 Batch 179/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 41 Batch 180/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.007 Epoch 41 Batch 181/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 41 Batch 182/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 41 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 41 Batch 184/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.008 Epoch 41 Batch 185/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.008 Epoch 41 Batch 186/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.007 Epoch 41 Batch 187/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 41 Batch 188/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 41 Batch 189/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 41 Batch 190/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 41 Batch 191/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 41 Batch 192/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 41 Batch 193/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.007 Epoch 41 Batch 194/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.008 Epoch 41 Batch 195/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.006 Epoch 41 Batch 196/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 41 Batch 197/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 41 Batch 198/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 41 Batch 199/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 41 Batch 200/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.006 Epoch 41 Batch 201/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 41 Batch 202/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.008 Epoch 41 Batch 203/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 41 Batch 204/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 41 Batch 205/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.007 Epoch 41 Batch 206/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.009 Epoch 41 Batch 207/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.007 Epoch 41 Batch 208/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.008 Epoch 41 Batch 209/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 41 Batch 210/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.006 Epoch 41 Batch 211/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 41 Batch 212/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.012 Epoch 41 Batch 213/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.008 Epoch 41 Batch 214/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.008 Epoch 41 Batch 215/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.008 Epoch 41 Batch 216/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.013 Epoch 41 Batch 217/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.008 Epoch 41 Batch 218/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.005 Epoch 41 Batch 219/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 41 Batch 220/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.008 Epoch 41 Batch 221/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 41 Batch 222/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.006 Epoch 41 Batch 223/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.007 Epoch 41 Batch 224/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 41 Batch 225/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.007 Epoch 41 Batch 226/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.009 Epoch 41 Batch 227/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.014 Epoch 41 Batch 228/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 41 Batch 229/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 41 Batch 230/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 41 Batch 231/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 41 Batch 232/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.008 Epoch 41 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 41 Batch 234/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 41 Batch 235/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.005 Epoch 41 Batch 236/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.007 Epoch 41 Batch 237/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 41 Batch 238/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 41 Batch 239/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 41 Batch 240/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 41 Batch 241/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.009 Epoch 41 Batch 242/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.007 Epoch 41 Batch 243/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.006 Epoch 41 Batch 244/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.009 Epoch 41 Batch 245/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 41 Batch 246/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.009 Epoch 41 Batch 247/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 41 Batch 248/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.007 Epoch 41 Batch 249/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 41 Batch 250/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 41 Batch 251/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 41 Batch 252/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 41 Batch 253/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 41 Batch 254/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 41 Batch 255/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 41 Batch 256/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.007 Epoch 41 Batch 257/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.009 Epoch 41 Batch 258/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.008 Epoch 41 Batch 259/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 41 Batch 260/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 41 Batch 261/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 41 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 41 Batch 263/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 41 Batch 264/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.008 Epoch 41 Batch 265/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 41 Batch 266/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 41 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 42 Batch 0/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 42 Batch 1/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 42 Batch 2/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.008 Epoch 42 Batch 3/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.007 Epoch 42 Batch 4/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 42 Batch 5/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 42 Batch 6/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.005 Epoch 42 Batch 7/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 42 Batch 8/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 42 Batch 9/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 42 Batch 10/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 42 Batch 11/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 42 Batch 12/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 42 Batch 13/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.006 Epoch 42 Batch 14/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 42 Batch 15/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.006 Epoch 42 Batch 16/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 42 Batch 17/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 42 Batch 18/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.009 Epoch 42 Batch 19/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.007 Epoch 42 Batch 20/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.007 Epoch 42 Batch 21/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 42 Batch 22/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 42 Batch 23/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 42 Batch 24/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.006 Epoch 42 Batch 25/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 42 Batch 26/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 42 Batch 27/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 42 Batch 28/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 42 Batch 29/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 42 Batch 30/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.008 Epoch 42 Batch 31/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 42 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.005 Epoch 42 Batch 33/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.006 Epoch 42 Batch 34/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.006 Epoch 42 Batch 35/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.012 Epoch 42 Batch 36/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 42 Batch 37/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.009 Epoch 42 Batch 38/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.006 Epoch 42 Batch 39/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 42 Batch 40/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 42 Batch 41/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 42 Batch 42/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.006 Epoch 42 Batch 43/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.007 Epoch 42 Batch 44/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.009 Epoch 42 Batch 45/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 42 Batch 46/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.006 Epoch 42 Batch 47/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 42 Batch 48/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 42 Batch 49/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 42 Batch 50/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 42 Batch 51/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.006 Epoch 42 Batch 52/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.005 Epoch 42 Batch 53/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 42 Batch 54/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 42 Batch 55/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.007 Epoch 42 Batch 56/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.007 Epoch 42 Batch 57/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 42 Batch 58/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 42 Batch 59/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.005 Epoch 42 Batch 60/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 42 Batch 61/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.008 Epoch 42 Batch 62/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 42 Batch 63/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 42 Batch 64/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 42 Batch 65/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.007 Epoch 42 Batch 66/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.008 Epoch 42 Batch 67/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.009 Epoch 42 Batch 68/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 42 Batch 69/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 42 Batch 70/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 42 Batch 71/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 42 Batch 72/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 42 Batch 73/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 42 Batch 74/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 42 Batch 75/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 42 Batch 76/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 42 Batch 77/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 42 Batch 78/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 42 Batch 79/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.008 Epoch 42 Batch 80/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 42 Batch 81/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 42 Batch 82/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.005 Epoch 42 Batch 83/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 42 Batch 84/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 42 Batch 85/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.007 Epoch 42 Batch 86/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.006 Epoch 42 Batch 87/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.006 Epoch 42 Batch 88/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 42 Batch 89/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.007 Epoch 42 Batch 90/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.008 Epoch 42 Batch 91/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 42 Batch 92/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 42 Batch 93/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 42 Batch 94/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 42 Batch 95/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 42 Batch 96/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 42 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 42 Batch 98/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 42 Batch 99/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.008 Epoch 42 Batch 100/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 42 Batch 101/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.012 Epoch 42 Batch 102/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 42 Batch 103/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 42 Batch 104/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 42 Batch 105/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 42 Batch 106/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.008 Epoch 42 Batch 107/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.008 Epoch 42 Batch 108/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 42 Batch 109/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.007 Epoch 42 Batch 110/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 42 Batch 111/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 42 Batch 112/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 42 Batch 113/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.009 Epoch 42 Batch 114/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 42 Batch 115/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 42 Batch 116/269 - Train Accuracy: 0.976, Validation Accuracy: 0.957, Loss: 0.007 Epoch 42 Batch 117/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.006 Epoch 42 Batch 118/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.008 Epoch 42 Batch 119/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.009 Epoch 42 Batch 120/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 42 Batch 121/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.006 Epoch 42 Batch 122/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.008 Epoch 42 Batch 123/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.011 Epoch 42 Batch 124/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 42 Batch 125/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.007 Epoch 42 Batch 126/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.008 Epoch 42 Batch 127/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.008 Epoch 42 Batch 128/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.007 Epoch 42 Batch 129/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.008 Epoch 42 Batch 130/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.009 Epoch 42 Batch 131/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.009 Epoch 42 Batch 132/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.009 Epoch 42 Batch 133/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 42 Batch 134/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 42 Batch 135/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 42 Batch 136/269 - Train Accuracy: 0.963, Validation Accuracy: 0.970, Loss: 0.008 Epoch 42 Batch 137/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.010 Epoch 42 Batch 138/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 42 Batch 139/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 42 Batch 140/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.011 Epoch 42 Batch 141/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 42 Batch 142/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 42 Batch 143/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 42 Batch 144/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 42 Batch 145/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 42 Batch 146/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.008 Epoch 42 Batch 147/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 42 Batch 148/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 42 Batch 149/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 42 Batch 150/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.009 Epoch 42 Batch 151/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.009 Epoch 42 Batch 152/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 42 Batch 153/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 42 Batch 154/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 42 Batch 155/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 42 Batch 156/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 42 Batch 157/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 42 Batch 158/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 42 Batch 159/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 42 Batch 160/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 42 Batch 161/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.007 Epoch 42 Batch 162/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 42 Batch 163/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.008 Epoch 42 Batch 164/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.006 Epoch 42 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 42 Batch 166/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.006 Epoch 42 Batch 167/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 42 Batch 168/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.007 Epoch 42 Batch 169/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.006 Epoch 42 Batch 170/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 42 Batch 171/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.008 Epoch 42 Batch 172/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.008 Epoch 42 Batch 173/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.008 Epoch 42 Batch 174/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 42 Batch 175/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.013 Epoch 42 Batch 176/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 42 Batch 177/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 42 Batch 178/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 42 Batch 179/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 42 Batch 180/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.007 Epoch 42 Batch 181/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 42 Batch 182/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 42 Batch 183/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 42 Batch 184/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.008 Epoch 42 Batch 185/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.008 Epoch 42 Batch 186/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.007 Epoch 42 Batch 187/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 42 Batch 188/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 42 Batch 189/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.008 Epoch 42 Batch 190/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.008 Epoch 42 Batch 191/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.007 Epoch 42 Batch 192/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.006 Epoch 42 Batch 193/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.007 Epoch 42 Batch 194/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 42 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.006 Epoch 42 Batch 196/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 42 Batch 197/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.006 Epoch 42 Batch 198/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.007 Epoch 42 Batch 199/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.007 Epoch 42 Batch 200/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.006 Epoch 42 Batch 201/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 42 Batch 202/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 42 Batch 203/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 42 Batch 204/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.006 Epoch 42 Batch 205/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 42 Batch 206/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.008 Epoch 42 Batch 207/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.007 Epoch 42 Batch 208/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.008 Epoch 42 Batch 209/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 42 Batch 210/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.006 Epoch 42 Batch 211/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 42 Batch 212/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.011 Epoch 42 Batch 213/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.008 Epoch 42 Batch 214/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 42 Batch 215/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 42 Batch 216/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.013 Epoch 42 Batch 217/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 42 Batch 218/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.005 Epoch 42 Batch 219/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 42 Batch 220/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.008 Epoch 42 Batch 221/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 42 Batch 222/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.006 Epoch 42 Batch 223/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.007 Epoch 42 Batch 224/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 42 Batch 225/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 42 Batch 226/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 42 Batch 227/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.014 Epoch 42 Batch 228/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 42 Batch 229/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 42 Batch 230/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 42 Batch 231/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 42 Batch 232/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.008 Epoch 42 Batch 233/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.008 Epoch 42 Batch 234/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 42 Batch 235/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.005 Epoch 42 Batch 236/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.007 Epoch 42 Batch 237/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 42 Batch 238/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 42 Batch 239/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 42 Batch 240/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 42 Batch 241/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.008 Epoch 42 Batch 242/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.007 Epoch 42 Batch 243/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.006 Epoch 42 Batch 244/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.009 Epoch 42 Batch 245/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.007 Epoch 42 Batch 246/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.008 Epoch 42 Batch 247/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 42 Batch 248/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.007 Epoch 42 Batch 249/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 42 Batch 250/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.007 Epoch 42 Batch 251/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.006 Epoch 42 Batch 252/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 42 Batch 253/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 42 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 42 Batch 255/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 42 Batch 256/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.007 Epoch 42 Batch 257/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 42 Batch 258/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 42 Batch 259/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 42 Batch 260/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.008 Epoch 42 Batch 261/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.007 Epoch 42 Batch 262/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.008 Epoch 42 Batch 263/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 42 Batch 264/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 42 Batch 265/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 42 Batch 266/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.006 Epoch 42 Batch 267/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 43 Batch 0/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 43 Batch 1/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 43 Batch 2/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.008 Epoch 43 Batch 3/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.006 Epoch 43 Batch 4/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 43 Batch 5/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 43 Batch 6/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 43 Batch 7/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.007 Epoch 43 Batch 8/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.009 Epoch 43 Batch 9/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 43 Batch 10/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 43 Batch 11/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 43 Batch 12/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 43 Batch 13/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.005 Epoch 43 Batch 14/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 43 Batch 15/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 43 Batch 16/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 43 Batch 17/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.006 Epoch 43 Batch 18/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.009 Epoch 43 Batch 19/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 43 Batch 20/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.006 Epoch 43 Batch 21/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 43 Batch 22/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 43 Batch 23/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 43 Batch 24/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 43 Batch 25/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 43 Batch 26/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.007 Epoch 43 Batch 27/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 43 Batch 28/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 43 Batch 29/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.007 Epoch 43 Batch 30/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.008 Epoch 43 Batch 31/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 43 Batch 32/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 43 Batch 33/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 43 Batch 34/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 43 Batch 35/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.012 Epoch 43 Batch 36/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 43 Batch 37/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.008 Epoch 43 Batch 38/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.006 Epoch 43 Batch 39/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 43 Batch 40/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 43 Batch 41/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.008 Epoch 43 Batch 42/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.006 Epoch 43 Batch 43/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 43 Batch 44/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.008 Epoch 43 Batch 45/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 43 Batch 46/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.005 Epoch 43 Batch 47/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 43 Batch 48/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 43 Batch 49/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 43 Batch 50/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 43 Batch 51/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.006 Epoch 43 Batch 52/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.005 Epoch 43 Batch 53/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 43 Batch 54/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 43 Batch 55/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.007 Epoch 43 Batch 56/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.006 Epoch 43 Batch 57/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.008 Epoch 43 Batch 58/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.007 Epoch 43 Batch 59/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.005 Epoch 43 Batch 60/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 43 Batch 61/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 43 Batch 62/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 43 Batch 63/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.009 Epoch 43 Batch 64/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.006 Epoch 43 Batch 65/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.006 Epoch 43 Batch 66/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.008 Epoch 43 Batch 67/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.009 Epoch 43 Batch 68/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 43 Batch 69/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 43 Batch 70/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 43 Batch 71/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.011 Epoch 43 Batch 72/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.008 Epoch 43 Batch 73/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.007 Epoch 43 Batch 74/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.006 Epoch 43 Batch 75/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.008 Epoch 43 Batch 76/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.007 Epoch 43 Batch 77/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 43 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 43 Batch 79/269 - Train Accuracy: 0.963, Validation Accuracy: 0.970, Loss: 0.008 Epoch 43 Batch 80/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 43 Batch 81/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 43 Batch 82/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.005 Epoch 43 Batch 83/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 43 Batch 84/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 43 Batch 85/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.006 Epoch 43 Batch 86/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 43 Batch 87/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.006 Epoch 43 Batch 88/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 43 Batch 89/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 43 Batch 90/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.007 Epoch 43 Batch 91/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 43 Batch 92/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 43 Batch 93/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 43 Batch 94/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 43 Batch 95/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 43 Batch 96/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 43 Batch 97/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.008 Epoch 43 Batch 98/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 43 Batch 99/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.008 Epoch 43 Batch 100/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 43 Batch 101/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.011 Epoch 43 Batch 102/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 43 Batch 103/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 43 Batch 104/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 43 Batch 105/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 43 Batch 106/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.008 Epoch 43 Batch 107/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.007 Epoch 43 Batch 108/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 43 Batch 109/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.007 Epoch 43 Batch 110/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 43 Batch 111/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 43 Batch 112/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 43 Batch 113/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.009 Epoch 43 Batch 114/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 43 Batch 115/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.007 Epoch 43 Batch 116/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.007 Epoch 43 Batch 117/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.007 Epoch 43 Batch 118/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.008 Epoch 43 Batch 119/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 43 Batch 120/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 43 Batch 121/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.006 Epoch 43 Batch 122/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.008 Epoch 43 Batch 123/269 - Train Accuracy: 0.959, Validation Accuracy: 0.963, Loss: 0.011 Epoch 43 Batch 124/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 43 Batch 125/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 43 Batch 126/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.007 Epoch 43 Batch 127/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.008 Epoch 43 Batch 128/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.007 Epoch 43 Batch 129/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 43 Batch 130/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 43 Batch 131/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.009 Epoch 43 Batch 132/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.008 Epoch 43 Batch 133/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 43 Batch 134/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.009 Epoch 43 Batch 135/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.006 Epoch 43 Batch 136/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.008 Epoch 43 Batch 137/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 43 Batch 138/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 43 Batch 139/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.006 Epoch 43 Batch 140/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.011 Epoch 43 Batch 141/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.007 Epoch 43 Batch 142/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 43 Batch 143/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 43 Batch 144/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 43 Batch 145/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 43 Batch 146/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 43 Batch 147/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 43 Batch 148/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 43 Batch 149/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 43 Batch 150/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.009 Epoch 43 Batch 151/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 43 Batch 152/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.007 Epoch 43 Batch 153/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 43 Batch 154/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 43 Batch 155/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 43 Batch 156/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 43 Batch 157/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 43 Batch 158/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 43 Batch 159/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 43 Batch 160/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 43 Batch 161/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.006 Epoch 43 Batch 162/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 43 Batch 163/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 43 Batch 164/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.006 Epoch 43 Batch 165/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 43 Batch 166/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.006 Epoch 43 Batch 167/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 43 Batch 168/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.007 Epoch 43 Batch 169/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 43 Batch 170/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 43 Batch 171/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.006 Epoch 43 Batch 172/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.008 Epoch 43 Batch 173/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.008 Epoch 43 Batch 174/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.008 Epoch 43 Batch 175/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.013 Epoch 43 Batch 176/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.007 Epoch 43 Batch 177/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 43 Batch 178/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 43 Batch 179/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 43 Batch 180/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.007 Epoch 43 Batch 181/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 43 Batch 182/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 43 Batch 183/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.005 Epoch 43 Batch 184/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.008 Epoch 43 Batch 185/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.007 Epoch 43 Batch 186/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.007 Epoch 43 Batch 187/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 43 Batch 188/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.006 Epoch 43 Batch 189/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.007 Epoch 43 Batch 190/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.007 Epoch 43 Batch 191/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 43 Batch 192/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 43 Batch 193/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.007 Epoch 43 Batch 194/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 43 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 43 Batch 196/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.008 Epoch 43 Batch 197/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.007 Epoch 43 Batch 198/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.007 Epoch 43 Batch 199/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.007 Epoch 43 Batch 200/269 - Train Accuracy: 0.979, Validation Accuracy: 0.959, Loss: 0.006 Epoch 43 Batch 201/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 43 Batch 202/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 43 Batch 203/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 43 Batch 204/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 43 Batch 205/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 43 Batch 206/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.008 Epoch 43 Batch 207/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.007 Epoch 43 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 43 Batch 209/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.008 Epoch 43 Batch 210/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.006 Epoch 43 Batch 211/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.007 Epoch 43 Batch 212/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.011 Epoch 43 Batch 213/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.007 Epoch 43 Batch 214/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.007 Epoch 43 Batch 215/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.007 Epoch 43 Batch 216/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 43 Batch 217/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.008 Epoch 43 Batch 218/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.005 Epoch 43 Batch 219/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 43 Batch 220/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.008 Epoch 43 Batch 221/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 43 Batch 222/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.006 Epoch 43 Batch 223/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.007 Epoch 43 Batch 224/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 43 Batch 225/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.006 Epoch 43 Batch 226/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 43 Batch 227/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.013 Epoch 43 Batch 228/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.006 Epoch 43 Batch 229/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 43 Batch 230/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 43 Batch 231/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 43 Batch 232/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 43 Batch 233/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.008 Epoch 43 Batch 234/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 43 Batch 235/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.004 Epoch 43 Batch 236/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.006 Epoch 43 Batch 237/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 43 Batch 238/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 43 Batch 239/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 43 Batch 240/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 43 Batch 241/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.008 Epoch 43 Batch 242/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 43 Batch 243/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 43 Batch 244/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.008 Epoch 43 Batch 245/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.007 Epoch 43 Batch 246/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 43 Batch 247/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 43 Batch 248/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.006 Epoch 43 Batch 249/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 43 Batch 250/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.007 Epoch 43 Batch 251/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 43 Batch 252/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 43 Batch 253/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 43 Batch 254/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.007 Epoch 43 Batch 255/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 43 Batch 256/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.007 Epoch 43 Batch 257/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 43 Batch 258/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 43 Batch 259/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.009 Epoch 43 Batch 260/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 43 Batch 261/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 43 Batch 262/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 43 Batch 263/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 43 Batch 264/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 43 Batch 265/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.007 Epoch 43 Batch 266/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 43 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 44 Batch 0/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 44 Batch 1/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 44 Batch 2/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 44 Batch 3/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.006 Epoch 44 Batch 4/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.006 Epoch 44 Batch 5/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 44 Batch 6/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.005 Epoch 44 Batch 7/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.007 Epoch 44 Batch 8/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.008 Epoch 44 Batch 9/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.008 Epoch 44 Batch 10/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.006 Epoch 44 Batch 11/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.009 Epoch 44 Batch 12/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 44 Batch 13/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.005 Epoch 44 Batch 14/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 44 Batch 15/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 44 Batch 16/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 44 Batch 17/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 44 Batch 18/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.009 Epoch 44 Batch 19/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.006 Epoch 44 Batch 20/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.006 Epoch 44 Batch 21/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 44 Batch 22/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 44 Batch 23/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 44 Batch 24/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 44 Batch 25/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 44 Batch 26/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 44 Batch 27/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 44 Batch 28/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 44 Batch 29/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.008 Epoch 44 Batch 30/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.008 Epoch 44 Batch 31/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.006 Epoch 44 Batch 32/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.005 Epoch 44 Batch 33/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 44 Batch 34/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 44 Batch 35/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.012 Epoch 44 Batch 36/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 44 Batch 37/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 44 Batch 38/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.006 Epoch 44 Batch 39/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 44 Batch 40/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 44 Batch 41/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 44 Batch 42/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 44 Batch 43/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 44 Batch 44/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.008 Epoch 44 Batch 45/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 44 Batch 46/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 44 Batch 47/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 44 Batch 48/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 44 Batch 49/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.005 Epoch 44 Batch 50/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 44 Batch 51/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.005 Epoch 44 Batch 52/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.005 Epoch 44 Batch 53/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 44 Batch 54/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 44 Batch 55/269 - Train Accuracy: 0.969, Validation Accuracy: 0.972, Loss: 0.008 Epoch 44 Batch 56/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.006 Epoch 44 Batch 57/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.008 Epoch 44 Batch 58/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 44 Batch 59/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.005 Epoch 44 Batch 60/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 44 Batch 61/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 44 Batch 62/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 44 Batch 63/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 44 Batch 64/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.005 Epoch 44 Batch 65/269 - Train Accuracy: 0.974, Validation Accuracy: 0.973, Loss: 0.006 Epoch 44 Batch 66/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.007 Epoch 44 Batch 67/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 44 Batch 68/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 44 Batch 69/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 44 Batch 70/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 44 Batch 71/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.011 Epoch 44 Batch 72/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 44 Batch 73/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.007 Epoch 44 Batch 74/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.006 Epoch 44 Batch 75/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 44 Batch 76/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.006 Epoch 44 Batch 77/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 44 Batch 78/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 44 Batch 79/269 - Train Accuracy: 0.964, Validation Accuracy: 0.968, Loss: 0.007 Epoch 44 Batch 80/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 44 Batch 81/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 44 Batch 82/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.005 Epoch 44 Batch 83/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.010 Epoch 44 Batch 84/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 44 Batch 85/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 44 Batch 86/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.005 Epoch 44 Batch 87/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.005 Epoch 44 Batch 88/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 44 Batch 89/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.007 Epoch 44 Batch 90/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.007 Epoch 44 Batch 91/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 44 Batch 92/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 44 Batch 93/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 44 Batch 94/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 44 Batch 95/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.006 Epoch 44 Batch 96/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 44 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.008 Epoch 44 Batch 98/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.008 Epoch 44 Batch 99/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.007 Epoch 44 Batch 100/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.009 Epoch 44 Batch 101/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.011 Epoch 44 Batch 102/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.006 Epoch 44 Batch 103/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.008 Epoch 44 Batch 104/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 44 Batch 105/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 44 Batch 106/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.008 Epoch 44 Batch 107/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.007 Epoch 44 Batch 108/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 44 Batch 109/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 44 Batch 110/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 44 Batch 111/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 44 Batch 112/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 44 Batch 113/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.008 Epoch 44 Batch 114/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 44 Batch 115/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.007 Epoch 44 Batch 116/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.006 Epoch 44 Batch 117/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.006 Epoch 44 Batch 118/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.008 Epoch 44 Batch 119/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 44 Batch 120/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 44 Batch 121/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.006 Epoch 44 Batch 122/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.008 Epoch 44 Batch 123/269 - Train Accuracy: 0.961, Validation Accuracy: 0.966, Loss: 0.010 Epoch 44 Batch 124/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 44 Batch 125/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 44 Batch 126/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.007 Epoch 44 Batch 127/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.008 Epoch 44 Batch 128/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.006 Epoch 44 Batch 129/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.007 Epoch 44 Batch 130/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.009 Epoch 44 Batch 131/269 - Train Accuracy: 0.963, Validation Accuracy: 0.969, Loss: 0.009 Epoch 44 Batch 132/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.008 Epoch 44 Batch 133/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.007 Epoch 44 Batch 134/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 44 Batch 135/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.006 Epoch 44 Batch 136/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.008 Epoch 44 Batch 137/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 44 Batch 138/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 44 Batch 139/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 44 Batch 140/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.010 Epoch 44 Batch 141/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.006 Epoch 44 Batch 142/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 44 Batch 143/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 44 Batch 144/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.007 Epoch 44 Batch 145/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 44 Batch 146/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 44 Batch 147/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.009 Epoch 44 Batch 148/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.006 Epoch 44 Batch 149/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 44 Batch 150/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.009 Epoch 44 Batch 151/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 44 Batch 152/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 44 Batch 153/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.007 Epoch 44 Batch 154/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 44 Batch 155/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 44 Batch 156/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 44 Batch 157/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 44 Batch 158/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.007 Epoch 44 Batch 159/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 44 Batch 160/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.006 Epoch 44 Batch 161/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 44 Batch 162/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 44 Batch 163/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 44 Batch 164/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.007 Epoch 44 Batch 165/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.007 Epoch 44 Batch 166/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.006 Epoch 44 Batch 167/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 44 Batch 168/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.006 Epoch 44 Batch 169/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 44 Batch 170/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 44 Batch 171/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 44 Batch 172/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 44 Batch 173/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 44 Batch 174/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 44 Batch 175/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.012 Epoch 44 Batch 176/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 44 Batch 177/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 44 Batch 178/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.006 Epoch 44 Batch 179/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 44 Batch 180/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.006 Epoch 44 Batch 181/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 44 Batch 182/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 44 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 44 Batch 184/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.008 Epoch 44 Batch 185/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.007 Epoch 44 Batch 186/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.006 Epoch 44 Batch 187/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 44 Batch 188/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 44 Batch 189/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.007 Epoch 44 Batch 190/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.008 Epoch 44 Batch 191/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.007 Epoch 44 Batch 192/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 44 Batch 193/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.006 Epoch 44 Batch 194/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 44 Batch 195/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 44 Batch 196/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.007 Epoch 44 Batch 197/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.007 Epoch 44 Batch 198/269 - Train Accuracy: 0.977, Validation Accuracy: 0.958, Loss: 0.007 Epoch 44 Batch 199/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 44 Batch 200/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 44 Batch 201/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 44 Batch 202/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.007 Epoch 44 Batch 203/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 44 Batch 204/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.006 Epoch 44 Batch 205/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.006 Epoch 44 Batch 206/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 44 Batch 207/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 44 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.007 Epoch 44 Batch 209/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.008 Epoch 44 Batch 210/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.005 Epoch 44 Batch 211/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 44 Batch 212/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 44 Batch 213/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.007 Epoch 44 Batch 214/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.007 Epoch 44 Batch 215/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 44 Batch 216/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 44 Batch 217/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 44 Batch 218/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.005 Epoch 44 Batch 219/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 44 Batch 220/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.007 Epoch 44 Batch 221/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 44 Batch 222/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.005 Epoch 44 Batch 223/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.006 Epoch 44 Batch 224/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 44 Batch 225/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.006 Epoch 44 Batch 226/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 44 Batch 227/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.013 Epoch 44 Batch 228/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.006 Epoch 44 Batch 229/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 44 Batch 230/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 44 Batch 231/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 44 Batch 232/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 44 Batch 233/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.008 Epoch 44 Batch 234/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 44 Batch 235/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.005 Epoch 44 Batch 236/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.007 Epoch 44 Batch 237/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 44 Batch 238/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 44 Batch 239/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 44 Batch 240/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 44 Batch 241/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.008 Epoch 44 Batch 242/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.007 Epoch 44 Batch 243/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.006 Epoch 44 Batch 244/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.008 Epoch 44 Batch 245/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 44 Batch 246/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.008 Epoch 44 Batch 247/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 44 Batch 248/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.007 Epoch 44 Batch 249/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.006 Epoch 44 Batch 250/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.006 Epoch 44 Batch 251/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.006 Epoch 44 Batch 252/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 44 Batch 253/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.007 Epoch 44 Batch 254/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.008 Epoch 44 Batch 255/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 44 Batch 256/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 44 Batch 257/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 44 Batch 258/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 44 Batch 259/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 44 Batch 260/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 44 Batch 261/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 44 Batch 262/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 44 Batch 263/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.007 Epoch 44 Batch 264/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.007 Epoch 44 Batch 265/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.007 Epoch 44 Batch 266/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.005 Epoch 44 Batch 267/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 45 Batch 0/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.008 Epoch 45 Batch 1/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 45 Batch 2/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 45 Batch 3/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 45 Batch 4/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 45 Batch 5/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.007 Epoch 45 Batch 6/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 45 Batch 7/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.006 Epoch 45 Batch 8/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.009 Epoch 45 Batch 9/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.007 Epoch 45 Batch 10/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.005 Epoch 45 Batch 11/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 45 Batch 12/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 45 Batch 13/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 45 Batch 14/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.007 Epoch 45 Batch 15/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.005 Epoch 45 Batch 16/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 45 Batch 17/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 45 Batch 18/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 45 Batch 19/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.006 Epoch 45 Batch 20/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.006 Epoch 45 Batch 21/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 45 Batch 22/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.007 Epoch 45 Batch 23/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.008 Epoch 45 Batch 24/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.006 Epoch 45 Batch 25/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 45 Batch 26/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.007 Epoch 45 Batch 27/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.006 Epoch 45 Batch 28/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 45 Batch 29/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 45 Batch 30/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 45 Batch 31/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.006 Epoch 45 Batch 32/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.005 Epoch 45 Batch 33/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.006 Epoch 45 Batch 34/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.005 Epoch 45 Batch 35/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.012 Epoch 45 Batch 36/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 45 Batch 37/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 45 Batch 38/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.005 Epoch 45 Batch 39/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 45 Batch 40/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 45 Batch 41/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.008 Epoch 45 Batch 42/269 - Train Accuracy: 0.979, Validation Accuracy: 0.958, Loss: 0.005 Epoch 45 Batch 43/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 45 Batch 44/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 45 Batch 45/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 45 Batch 46/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.005 Epoch 45 Batch 47/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 45 Batch 48/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 45 Batch 49/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.005 Epoch 45 Batch 50/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 45 Batch 51/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 45 Batch 52/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.004 Epoch 45 Batch 53/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 45 Batch 54/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.005 Epoch 45 Batch 55/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 45 Batch 56/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.006 Epoch 45 Batch 57/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 45 Batch 58/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 45 Batch 59/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.005 Epoch 45 Batch 60/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 45 Batch 61/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 45 Batch 62/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 45 Batch 63/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.008 Epoch 45 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.005 Epoch 45 Batch 65/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 45 Batch 66/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.008 Epoch 45 Batch 67/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.008 Epoch 45 Batch 68/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 45 Batch 69/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 45 Batch 70/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 45 Batch 71/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.011 Epoch 45 Batch 72/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 45 Batch 73/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 45 Batch 74/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 45 Batch 75/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.008 Epoch 45 Batch 76/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 45 Batch 77/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.007 Epoch 45 Batch 78/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 45 Batch 79/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.007 Epoch 45 Batch 80/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.006 Epoch 45 Batch 81/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 45 Batch 82/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.005 Epoch 45 Batch 83/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.010 Epoch 45 Batch 84/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 45 Batch 85/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.006 Epoch 45 Batch 86/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 45 Batch 87/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 45 Batch 88/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.006 Epoch 45 Batch 89/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.007 Epoch 45 Batch 90/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.007 Epoch 45 Batch 91/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 45 Batch 92/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.005 Epoch 45 Batch 93/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.007 Epoch 45 Batch 94/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.007 Epoch 45 Batch 95/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 45 Batch 96/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.007 Epoch 45 Batch 97/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 45 Batch 98/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.007 Epoch 45 Batch 99/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 45 Batch 100/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.008 Epoch 45 Batch 101/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 45 Batch 102/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 45 Batch 103/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.008 Epoch 45 Batch 104/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 45 Batch 105/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 45 Batch 106/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.007 Epoch 45 Batch 107/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 45 Batch 108/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 45 Batch 109/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 45 Batch 110/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 45 Batch 111/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 45 Batch 112/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.007 Epoch 45 Batch 113/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.007 Epoch 45 Batch 114/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 45 Batch 115/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 45 Batch 116/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.007 Epoch 45 Batch 117/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.006 Epoch 45 Batch 118/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.007 Epoch 45 Batch 119/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.007 Epoch 45 Batch 120/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 45 Batch 121/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.005 Epoch 45 Batch 122/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.008 Epoch 45 Batch 123/269 - Train Accuracy: 0.958, Validation Accuracy: 0.965, Loss: 0.010 Epoch 45 Batch 124/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 45 Batch 125/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 45 Batch 126/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.007 Epoch 45 Batch 127/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.008 Epoch 45 Batch 128/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.006 Epoch 45 Batch 129/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.007 Epoch 45 Batch 130/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 45 Batch 131/269 - Train Accuracy: 0.964, Validation Accuracy: 0.968, Loss: 0.009 Epoch 45 Batch 132/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.008 Epoch 45 Batch 133/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.007 Epoch 45 Batch 134/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 45 Batch 135/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.006 Epoch 45 Batch 136/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.007 Epoch 45 Batch 137/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 45 Batch 138/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.006 Epoch 45 Batch 139/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 45 Batch 140/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 45 Batch 141/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.007 Epoch 45 Batch 142/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 45 Batch 143/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 45 Batch 144/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.006 Epoch 45 Batch 145/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.006 Epoch 45 Batch 146/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 45 Batch 147/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.009 Epoch 45 Batch 148/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.006 Epoch 45 Batch 149/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 45 Batch 150/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 45 Batch 151/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 45 Batch 152/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 45 Batch 153/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 45 Batch 154/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.007 Epoch 45 Batch 155/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 45 Batch 156/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 45 Batch 157/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 45 Batch 158/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 45 Batch 159/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 45 Batch 160/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 45 Batch 161/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.006 Epoch 45 Batch 162/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 45 Batch 163/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.007 Epoch 45 Batch 164/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.006 Epoch 45 Batch 165/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.007 Epoch 45 Batch 166/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.006 Epoch 45 Batch 167/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 45 Batch 168/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 45 Batch 169/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.006 Epoch 45 Batch 170/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 45 Batch 171/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 45 Batch 172/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.007 Epoch 45 Batch 173/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 45 Batch 174/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 45 Batch 175/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.012 Epoch 45 Batch 176/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 45 Batch 177/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.006 Epoch 45 Batch 178/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.006 Epoch 45 Batch 179/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.006 Epoch 45 Batch 180/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 45 Batch 181/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 45 Batch 182/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 45 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 45 Batch 184/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.008 Epoch 45 Batch 185/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.006 Epoch 45 Batch 186/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 45 Batch 187/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 45 Batch 188/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 45 Batch 189/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 45 Batch 190/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.007 Epoch 45 Batch 191/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 45 Batch 192/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 45 Batch 193/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.006 Epoch 45 Batch 194/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.007 Epoch 45 Batch 195/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 45 Batch 196/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.007 Epoch 45 Batch 197/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.006 Epoch 45 Batch 198/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.006 Epoch 45 Batch 199/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 45 Batch 200/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.006 Epoch 45 Batch 201/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 45 Batch 202/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 45 Batch 203/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 45 Batch 204/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 45 Batch 205/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 45 Batch 206/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 45 Batch 207/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 45 Batch 208/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 45 Batch 209/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.008 Epoch 45 Batch 210/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.006 Epoch 45 Batch 211/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 45 Batch 212/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 45 Batch 213/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.007 Epoch 45 Batch 214/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.007 Epoch 45 Batch 215/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.007 Epoch 45 Batch 216/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.012 Epoch 45 Batch 217/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.007 Epoch 45 Batch 218/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.005 Epoch 45 Batch 219/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.006 Epoch 45 Batch 220/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 45 Batch 221/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 45 Batch 222/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.005 Epoch 45 Batch 223/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.007 Epoch 45 Batch 224/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 45 Batch 225/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.006 Epoch 45 Batch 226/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 45 Batch 227/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.012 Epoch 45 Batch 228/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.006 Epoch 45 Batch 229/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 45 Batch 230/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 45 Batch 231/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 45 Batch 232/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.008 Epoch 45 Batch 233/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.008 Epoch 45 Batch 234/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 45 Batch 235/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.004 Epoch 45 Batch 236/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.006 Epoch 45 Batch 237/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 45 Batch 238/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 45 Batch 239/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 45 Batch 240/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 45 Batch 241/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.008 Epoch 45 Batch 242/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 45 Batch 243/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.006 Epoch 45 Batch 244/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 45 Batch 245/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 45 Batch 246/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 45 Batch 247/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 45 Batch 248/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 45 Batch 249/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 45 Batch 250/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.006 Epoch 45 Batch 251/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 45 Batch 252/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.006 Epoch 45 Batch 253/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 45 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 45 Batch 255/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 45 Batch 256/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.006 Epoch 45 Batch 257/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 45 Batch 258/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 45 Batch 259/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 45 Batch 260/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.006 Epoch 45 Batch 261/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.007 Epoch 45 Batch 262/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 45 Batch 263/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.007 Epoch 45 Batch 264/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.007 Epoch 45 Batch 265/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.007 Epoch 45 Batch 266/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.005 Epoch 45 Batch 267/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.007 Epoch 46 Batch 0/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 46 Batch 1/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 46 Batch 2/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 46 Batch 3/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 46 Batch 4/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.006 Epoch 46 Batch 5/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.007 Epoch 46 Batch 6/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.005 Epoch 46 Batch 7/269 - Train Accuracy: 0.974, Validation Accuracy: 0.973, Loss: 0.006 Epoch 46 Batch 8/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.008 Epoch 46 Batch 9/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.007 Epoch 46 Batch 10/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.006 Epoch 46 Batch 11/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 46 Batch 12/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 46 Batch 13/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.005 Epoch 46 Batch 14/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 46 Batch 15/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.005 Epoch 46 Batch 16/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 46 Batch 17/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 46 Batch 18/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 46 Batch 19/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.006 Epoch 46 Batch 20/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.006 Epoch 46 Batch 21/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 46 Batch 22/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.006 Epoch 46 Batch 23/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 46 Batch 24/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.006 Epoch 46 Batch 25/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.007 Epoch 46 Batch 26/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.007 Epoch 46 Batch 27/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 46 Batch 28/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 46 Batch 29/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.007 Epoch 46 Batch 30/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 46 Batch 31/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.006 Epoch 46 Batch 32/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.005 Epoch 46 Batch 33/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.005 Epoch 46 Batch 34/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.005 Epoch 46 Batch 35/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.012 Epoch 46 Batch 36/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 46 Batch 37/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.008 Epoch 46 Batch 38/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.005 Epoch 46 Batch 39/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.006 Epoch 46 Batch 40/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 46 Batch 41/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 46 Batch 42/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.006 Epoch 46 Batch 43/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.007 Epoch 46 Batch 44/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 46 Batch 45/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.007 Epoch 46 Batch 46/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.005 Epoch 46 Batch 47/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.006 Epoch 46 Batch 48/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 46 Batch 49/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 46 Batch 50/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 46 Batch 51/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.006 Epoch 46 Batch 52/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 46 Batch 53/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.007 Epoch 46 Batch 54/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.006 Epoch 46 Batch 55/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 46 Batch 56/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.006 Epoch 46 Batch 57/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 46 Batch 58/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.006 Epoch 46 Batch 59/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.004 Epoch 46 Batch 60/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 46 Batch 61/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.007 Epoch 46 Batch 62/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.008 Epoch 46 Batch 63/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.008 Epoch 46 Batch 64/269 - Train Accuracy: 0.979, Validation Accuracy: 0.975, Loss: 0.005 Epoch 46 Batch 65/269 - Train Accuracy: 0.975, Validation Accuracy: 0.973, Loss: 0.006 Epoch 46 Batch 66/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.007 Epoch 46 Batch 67/269 - Train Accuracy: 0.977, Validation Accuracy: 0.974, Loss: 0.008 Epoch 46 Batch 68/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.006 Epoch 46 Batch 69/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 46 Batch 70/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 46 Batch 71/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 46 Batch 72/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 46 Batch 73/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.007 Epoch 46 Batch 74/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.006 Epoch 46 Batch 75/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 46 Batch 76/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.006 Epoch 46 Batch 77/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 46 Batch 78/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 46 Batch 79/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.007 Epoch 46 Batch 80/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.006 Epoch 46 Batch 81/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 46 Batch 82/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.004 Epoch 46 Batch 83/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 46 Batch 84/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 46 Batch 85/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 46 Batch 86/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.005 Epoch 46 Batch 87/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.005 Epoch 46 Batch 88/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 46 Batch 89/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 46 Batch 90/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 46 Batch 91/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 46 Batch 92/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.006 Epoch 46 Batch 93/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.006 Epoch 46 Batch 94/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 46 Batch 95/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 46 Batch 96/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.007 Epoch 46 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.974, Loss: 0.008 Epoch 46 Batch 98/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.007 Epoch 46 Batch 99/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 46 Batch 100/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 46 Batch 101/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.010 Epoch 46 Batch 102/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.006 Epoch 46 Batch 103/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.007 Epoch 46 Batch 104/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 46 Batch 105/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 46 Batch 106/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.006 Epoch 46 Batch 107/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.006 Epoch 46 Batch 108/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 46 Batch 109/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.006 Epoch 46 Batch 110/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.006 Epoch 46 Batch 111/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 46 Batch 112/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 46 Batch 113/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.007 Epoch 46 Batch 114/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 46 Batch 115/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 46 Batch 116/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.006 Epoch 46 Batch 117/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.006 Epoch 46 Batch 118/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.007 Epoch 46 Batch 119/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.007 Epoch 46 Batch 120/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 46 Batch 121/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.006 Epoch 46 Batch 122/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.007 Epoch 46 Batch 123/269 - Train Accuracy: 0.960, Validation Accuracy: 0.965, Loss: 0.010 Epoch 46 Batch 124/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 46 Batch 125/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 46 Batch 126/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.007 Epoch 46 Batch 127/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.008 Epoch 46 Batch 128/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 46 Batch 129/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.007 Epoch 46 Batch 130/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 46 Batch 131/269 - Train Accuracy: 0.964, Validation Accuracy: 0.968, Loss: 0.009 Epoch 46 Batch 132/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.007 Epoch 46 Batch 133/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 46 Batch 134/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 46 Batch 135/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.006 Epoch 46 Batch 136/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.007 Epoch 46 Batch 137/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 46 Batch 138/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 46 Batch 139/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 46 Batch 140/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 46 Batch 141/269 - Train Accuracy: 0.983, Validation Accuracy: 0.960, Loss: 0.006 Epoch 46 Batch 142/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 46 Batch 143/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.007 Epoch 46 Batch 144/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.006 Epoch 46 Batch 145/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.005 Epoch 46 Batch 146/269 - Train Accuracy: 0.970, Validation Accuracy: 0.972, Loss: 0.007 Epoch 46 Batch 147/269 - Train Accuracy: 0.975, Validation Accuracy: 0.973, Loss: 0.009 Epoch 46 Batch 148/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 46 Batch 149/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.007 Epoch 46 Batch 150/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.008 Epoch 46 Batch 151/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.008 Epoch 46 Batch 152/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 46 Batch 153/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 46 Batch 154/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 46 Batch 155/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 46 Batch 156/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 46 Batch 157/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 46 Batch 158/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 46 Batch 159/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 46 Batch 160/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 46 Batch 161/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.006 Epoch 46 Batch 162/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 46 Batch 163/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.006 Epoch 46 Batch 164/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.006 Epoch 46 Batch 165/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.007 Epoch 46 Batch 166/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.005 Epoch 46 Batch 167/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 46 Batch 168/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 46 Batch 169/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.005 Epoch 46 Batch 170/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 46 Batch 171/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 46 Batch 172/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.007 Epoch 46 Batch 173/269 - Train Accuracy: 0.974, Validation Accuracy: 0.973, Loss: 0.007 Epoch 46 Batch 174/269 - Train Accuracy: 0.977, Validation Accuracy: 0.974, Loss: 0.007 Epoch 46 Batch 175/269 - Train Accuracy: 0.967, Validation Accuracy: 0.972, Loss: 0.012 Epoch 46 Batch 176/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 46 Batch 177/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.006 Epoch 46 Batch 178/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.006 Epoch 46 Batch 179/269 - Train Accuracy: 0.980, Validation Accuracy: 0.959, Loss: 0.006 Epoch 46 Batch 180/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.007 Epoch 46 Batch 181/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 46 Batch 182/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 46 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.006 Epoch 46 Batch 184/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.007 Epoch 46 Batch 185/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.007 Epoch 46 Batch 186/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.006 Epoch 46 Batch 187/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 46 Batch 188/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.006 Epoch 46 Batch 189/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.007 Epoch 46 Batch 190/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 46 Batch 191/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.006 Epoch 46 Batch 192/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 46 Batch 193/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.006 Epoch 46 Batch 194/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.006 Epoch 46 Batch 195/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 46 Batch 196/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.007 Epoch 46 Batch 197/269 - Train Accuracy: 0.978, Validation Accuracy: 0.956, Loss: 0.006 Epoch 46 Batch 198/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.006 Epoch 46 Batch 199/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 46 Batch 200/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.006 Epoch 46 Batch 201/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.007 Epoch 46 Batch 202/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 46 Batch 203/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 46 Batch 204/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.006 Epoch 46 Batch 205/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 46 Batch 206/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 46 Batch 207/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.006 Epoch 46 Batch 208/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 46 Batch 209/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 46 Batch 210/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.005 Epoch 46 Batch 211/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 46 Batch 212/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 46 Batch 213/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.007 Epoch 46 Batch 214/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.007 Epoch 46 Batch 215/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 46 Batch 216/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 46 Batch 217/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.007 Epoch 46 Batch 218/269 - Train Accuracy: 0.987, Validation Accuracy: 0.964, Loss: 0.005 Epoch 46 Batch 219/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.006 Epoch 46 Batch 220/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.007 Epoch 46 Batch 221/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 46 Batch 222/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.006 Epoch 46 Batch 223/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.006 Epoch 46 Batch 224/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 46 Batch 225/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.006 Epoch 46 Batch 226/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.007 Epoch 46 Batch 227/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.012 Epoch 46 Batch 228/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 46 Batch 229/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 46 Batch 230/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 46 Batch 231/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 46 Batch 232/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 46 Batch 233/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.007 Epoch 46 Batch 234/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 46 Batch 235/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.005 Epoch 46 Batch 236/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.006 Epoch 46 Batch 237/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 46 Batch 238/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 46 Batch 239/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 46 Batch 240/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 46 Batch 241/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 46 Batch 242/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.007 Epoch 46 Batch 243/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 46 Batch 244/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.008 Epoch 46 Batch 245/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 46 Batch 246/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.007 Epoch 46 Batch 247/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 46 Batch 248/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.006 Epoch 46 Batch 249/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.006 Epoch 46 Batch 250/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 46 Batch 251/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 46 Batch 252/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 46 Batch 253/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 46 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 46 Batch 255/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 46 Batch 256/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.006 Epoch 46 Batch 257/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 46 Batch 258/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 46 Batch 259/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 46 Batch 260/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 46 Batch 261/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 46 Batch 262/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.007 Epoch 46 Batch 263/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 46 Batch 264/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 46 Batch 265/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.007 Epoch 46 Batch 266/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 46 Batch 267/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 47 Batch 0/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 47 Batch 1/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 47 Batch 2/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 47 Batch 3/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.006 Epoch 47 Batch 4/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.006 Epoch 47 Batch 5/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 47 Batch 6/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.005 Epoch 47 Batch 7/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.007 Epoch 47 Batch 8/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.009 Epoch 47 Batch 9/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.008 Epoch 47 Batch 10/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.006 Epoch 47 Batch 11/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 47 Batch 12/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 47 Batch 13/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.005 Epoch 47 Batch 14/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.007 Epoch 47 Batch 15/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.005 Epoch 47 Batch 16/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.009 Epoch 47 Batch 17/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 47 Batch 18/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 47 Batch 19/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 47 Batch 20/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.006 Epoch 47 Batch 21/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 47 Batch 22/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 47 Batch 23/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 47 Batch 24/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 47 Batch 25/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.007 Epoch 47 Batch 26/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.007 Epoch 47 Batch 27/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 47 Batch 28/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 47 Batch 29/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.007 Epoch 47 Batch 30/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 47 Batch 31/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.006 Epoch 47 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.004 Epoch 47 Batch 33/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.005 Epoch 47 Batch 34/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.005 Epoch 47 Batch 35/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.011 Epoch 47 Batch 36/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 47 Batch 37/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.007 Epoch 47 Batch 38/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.005 Epoch 47 Batch 39/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 47 Batch 40/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.008 Epoch 47 Batch 41/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 47 Batch 42/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.006 Epoch 47 Batch 43/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.006 Epoch 47 Batch 44/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.007 Epoch 47 Batch 45/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 47 Batch 46/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.005 Epoch 47 Batch 47/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.006 Epoch 47 Batch 48/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 47 Batch 49/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.005 Epoch 47 Batch 50/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 47 Batch 51/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 47 Batch 52/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 47 Batch 53/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.006 Epoch 47 Batch 54/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.006 Epoch 47 Batch 55/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.007 Epoch 47 Batch 56/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.006 Epoch 47 Batch 57/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 47 Batch 58/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 47 Batch 59/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 47 Batch 60/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 47 Batch 61/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.007 Epoch 47 Batch 62/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.008 Epoch 47 Batch 63/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.008 Epoch 47 Batch 64/269 - Train Accuracy: 0.978, Validation Accuracy: 0.974, Loss: 0.006 Epoch 47 Batch 65/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.005 Epoch 47 Batch 66/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.007 Epoch 47 Batch 67/269 - Train Accuracy: 0.976, Validation Accuracy: 0.974, Loss: 0.008 Epoch 47 Batch 68/269 - Train Accuracy: 0.973, Validation Accuracy: 0.973, Loss: 0.007 Epoch 47 Batch 69/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.008 Epoch 47 Batch 70/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.007 Epoch 47 Batch 71/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 47 Batch 72/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 47 Batch 73/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 47 Batch 74/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.005 Epoch 47 Batch 75/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.007 Epoch 47 Batch 76/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.006 Epoch 47 Batch 77/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 47 Batch 78/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 47 Batch 79/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.007 Epoch 47 Batch 80/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.005 Epoch 47 Batch 81/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 47 Batch 82/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.005 Epoch 47 Batch 83/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 47 Batch 84/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 47 Batch 85/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.006 Epoch 47 Batch 86/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 47 Batch 87/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.004 Epoch 47 Batch 88/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 47 Batch 89/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.006 Epoch 47 Batch 90/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 47 Batch 91/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.006 Epoch 47 Batch 92/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.005 Epoch 47 Batch 93/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.006 Epoch 47 Batch 94/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.007 Epoch 47 Batch 95/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.006 Epoch 47 Batch 96/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 47 Batch 97/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.007 Epoch 47 Batch 98/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 47 Batch 99/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 47 Batch 100/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 47 Batch 101/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 47 Batch 102/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 47 Batch 103/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 47 Batch 104/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 47 Batch 105/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 47 Batch 106/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 47 Batch 107/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 47 Batch 108/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 47 Batch 109/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 47 Batch 110/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.005 Epoch 47 Batch 111/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 47 Batch 112/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.007 Epoch 47 Batch 113/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.008 Epoch 47 Batch 114/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.006 Epoch 47 Batch 115/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.006 Epoch 47 Batch 116/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.006 Epoch 47 Batch 117/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.006 Epoch 47 Batch 118/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.007 Epoch 47 Batch 119/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.007 Epoch 47 Batch 120/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 47 Batch 121/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.005 Epoch 47 Batch 122/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.007 Epoch 47 Batch 123/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.011 Epoch 47 Batch 124/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 47 Batch 125/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.006 Epoch 47 Batch 126/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.007 Epoch 47 Batch 127/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 47 Batch 128/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 47 Batch 129/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 47 Batch 130/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 47 Batch 131/269 - Train Accuracy: 0.962, Validation Accuracy: 0.965, Loss: 0.008 Epoch 47 Batch 132/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.008 Epoch 47 Batch 133/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 47 Batch 134/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 47 Batch 135/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.006 Epoch 47 Batch 136/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 47 Batch 137/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 47 Batch 138/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 47 Batch 139/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.006 Epoch 47 Batch 140/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 47 Batch 141/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.007 Epoch 47 Batch 142/269 - Train Accuracy: 0.974, Validation Accuracy: 0.973, Loss: 0.006 Epoch 47 Batch 143/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.006 Epoch 47 Batch 144/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.005 Epoch 47 Batch 145/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.005 Epoch 47 Batch 146/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.006 Epoch 47 Batch 147/269 - Train Accuracy: 0.977, Validation Accuracy: 0.974, Loss: 0.008 Epoch 47 Batch 148/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.006 Epoch 47 Batch 149/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 47 Batch 150/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 47 Batch 151/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.007 Epoch 47 Batch 152/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.007 Epoch 47 Batch 153/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.006 Epoch 47 Batch 154/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 47 Batch 155/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 47 Batch 156/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 47 Batch 157/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 47 Batch 158/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 47 Batch 159/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 47 Batch 160/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 47 Batch 161/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 47 Batch 162/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 47 Batch 163/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 47 Batch 164/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 47 Batch 165/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.007 Epoch 47 Batch 166/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.005 Epoch 47 Batch 167/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.006 Epoch 47 Batch 168/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 47 Batch 169/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.005 Epoch 47 Batch 170/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 47 Batch 171/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 47 Batch 172/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.007 Epoch 47 Batch 173/269 - Train Accuracy: 0.976, Validation Accuracy: 0.974, Loss: 0.007 Epoch 47 Batch 174/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.007 Epoch 47 Batch 175/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.011 Epoch 47 Batch 176/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.006 Epoch 47 Batch 177/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.006 Epoch 47 Batch 178/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.006 Epoch 47 Batch 179/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.006 Epoch 47 Batch 180/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 47 Batch 181/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 47 Batch 182/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 47 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 47 Batch 184/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 47 Batch 185/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.006 Epoch 47 Batch 186/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.006 Epoch 47 Batch 187/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 47 Batch 188/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.006 Epoch 47 Batch 189/269 - Train Accuracy: 0.981, Validation Accuracy: 0.961, Loss: 0.006 Epoch 47 Batch 190/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.007 Epoch 47 Batch 191/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.006 Epoch 47 Batch 192/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.005 Epoch 47 Batch 193/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.006 Epoch 47 Batch 194/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.006 Epoch 47 Batch 195/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.005 Epoch 47 Batch 196/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.006 Epoch 47 Batch 197/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.006 Epoch 47 Batch 198/269 - Train Accuracy: 0.980, Validation Accuracy: 0.960, Loss: 0.006 Epoch 47 Batch 199/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.006 Epoch 47 Batch 200/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.006 Epoch 47 Batch 201/269 - Train Accuracy: 0.980, Validation Accuracy: 0.958, Loss: 0.007 Epoch 47 Batch 202/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 47 Batch 203/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 47 Batch 204/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.006 Epoch 47 Batch 205/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.005 Epoch 47 Batch 206/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 47 Batch 207/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.005 Epoch 47 Batch 208/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 47 Batch 209/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 47 Batch 210/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.005 Epoch 47 Batch 211/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 47 Batch 212/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 47 Batch 213/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.007 Epoch 47 Batch 214/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.006 Epoch 47 Batch 215/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 47 Batch 216/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 47 Batch 217/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.007 Epoch 47 Batch 218/269 - Train Accuracy: 0.983, Validation Accuracy: 0.961, Loss: 0.004 Epoch 47 Batch 219/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.007 Epoch 47 Batch 220/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.007 Epoch 47 Batch 221/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.008 Epoch 47 Batch 222/269 - Train Accuracy: 0.977, Validation Accuracy: 0.957, Loss: 0.006 Epoch 47 Batch 223/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.006 Epoch 47 Batch 224/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 47 Batch 225/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.006 Epoch 47 Batch 226/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 47 Batch 227/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.012 Epoch 47 Batch 228/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 47 Batch 229/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 47 Batch 230/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 47 Batch 231/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 47 Batch 232/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 47 Batch 233/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.006 Epoch 47 Batch 234/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 47 Batch 235/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.005 Epoch 47 Batch 236/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.006 Epoch 47 Batch 237/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.006 Epoch 47 Batch 238/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 47 Batch 239/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 47 Batch 240/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 47 Batch 241/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.007 Epoch 47 Batch 242/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.006 Epoch 47 Batch 243/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.006 Epoch 47 Batch 244/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 47 Batch 245/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 47 Batch 246/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 47 Batch 247/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 47 Batch 248/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.005 Epoch 47 Batch 249/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 47 Batch 250/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.007 Epoch 47 Batch 251/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 47 Batch 252/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.005 Epoch 47 Batch 253/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.007 Epoch 47 Batch 254/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.007 Epoch 47 Batch 255/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 47 Batch 256/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.006 Epoch 47 Batch 257/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 47 Batch 258/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 47 Batch 259/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 47 Batch 260/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 47 Batch 261/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 47 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.007 Epoch 47 Batch 263/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.006 Epoch 47 Batch 264/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 47 Batch 265/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 47 Batch 266/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.005 Epoch 47 Batch 267/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.007 Epoch 48 Batch 0/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 48 Batch 1/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 48 Batch 2/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.007 Epoch 48 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 48 Batch 4/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 48 Batch 5/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 48 Batch 6/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.005 Epoch 48 Batch 7/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 48 Batch 8/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 48 Batch 9/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 48 Batch 10/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.005 Epoch 48 Batch 11/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 48 Batch 12/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 48 Batch 13/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.005 Epoch 48 Batch 14/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.007 Epoch 48 Batch 15/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 48 Batch 16/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.009 Epoch 48 Batch 17/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.006 Epoch 48 Batch 18/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 48 Batch 19/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.006 Epoch 48 Batch 20/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.006 Epoch 48 Batch 21/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.006 Epoch 48 Batch 22/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.006 Epoch 48 Batch 23/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 48 Batch 24/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 48 Batch 25/269 - Train Accuracy: 0.981, Validation Accuracy: 0.974, Loss: 0.006 Epoch 48 Batch 26/269 - Train Accuracy: 0.972, Validation Accuracy: 0.974, Loss: 0.007 Epoch 48 Batch 27/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 48 Batch 28/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.005 Epoch 48 Batch 29/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.008 Epoch 48 Batch 30/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 48 Batch 31/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 48 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.004 Epoch 48 Batch 33/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.005 Epoch 48 Batch 34/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.005 Epoch 48 Batch 35/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.011 Epoch 48 Batch 36/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 48 Batch 37/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.007 Epoch 48 Batch 38/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.005 Epoch 48 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 48 Batch 40/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 48 Batch 41/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.007 Epoch 48 Batch 42/269 - Train Accuracy: 0.979, Validation Accuracy: 0.958, Loss: 0.005 Epoch 48 Batch 43/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 48 Batch 44/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 48 Batch 45/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.007 Epoch 48 Batch 46/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.004 Epoch 48 Batch 47/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 48 Batch 48/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.007 Epoch 48 Batch 49/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.005 Epoch 48 Batch 50/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 48 Batch 51/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.005 Epoch 48 Batch 52/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.004 Epoch 48 Batch 53/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.006 Epoch 48 Batch 54/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.006 Epoch 48 Batch 55/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 48 Batch 56/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 48 Batch 57/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.008 Epoch 48 Batch 58/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.006 Epoch 48 Batch 59/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.005 Epoch 48 Batch 60/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 48 Batch 61/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.007 Epoch 48 Batch 62/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.008 Epoch 48 Batch 63/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 48 Batch 64/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.005 Epoch 48 Batch 65/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.005 Epoch 48 Batch 66/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 48 Batch 67/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 48 Batch 68/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 48 Batch 69/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.008 Epoch 48 Batch 70/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.007 Epoch 48 Batch 71/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 48 Batch 72/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.007 Epoch 48 Batch 73/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 48 Batch 74/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.005 Epoch 48 Batch 75/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.007 Epoch 48 Batch 76/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.006 Epoch 48 Batch 77/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 48 Batch 78/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 48 Batch 79/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.008 Epoch 48 Batch 80/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.005 Epoch 48 Batch 81/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 48 Batch 82/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.004 Epoch 48 Batch 83/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 48 Batch 84/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 48 Batch 85/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 48 Batch 86/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 48 Batch 87/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.005 Epoch 48 Batch 88/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.005 Epoch 48 Batch 89/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 48 Batch 90/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.007 Epoch 48 Batch 91/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 48 Batch 92/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.005 Epoch 48 Batch 93/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 48 Batch 94/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.006 Epoch 48 Batch 95/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 48 Batch 96/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.007 Epoch 48 Batch 97/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.006 Epoch 48 Batch 98/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.007 Epoch 48 Batch 99/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.005 Epoch 48 Batch 100/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 48 Batch 101/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 48 Batch 102/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.005 Epoch 48 Batch 103/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.007 Epoch 48 Batch 104/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 48 Batch 105/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.006 Epoch 48 Batch 106/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.007 Epoch 48 Batch 107/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.007 Epoch 48 Batch 108/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.005 Epoch 48 Batch 109/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 48 Batch 110/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.006 Epoch 48 Batch 111/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 48 Batch 112/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 48 Batch 113/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.007 Epoch 48 Batch 114/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.006 Epoch 48 Batch 115/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.007 Epoch 48 Batch 116/269 - Train Accuracy: 0.978, Validation Accuracy: 0.958, Loss: 0.007 Epoch 48 Batch 117/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.006 Epoch 48 Batch 118/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.006 Epoch 48 Batch 119/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.007 Epoch 48 Batch 120/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 48 Batch 121/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 48 Batch 122/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.007 Epoch 48 Batch 123/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.010 Epoch 48 Batch 124/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.007 Epoch 48 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 48 Batch 126/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.006 Epoch 48 Batch 127/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.008 Epoch 48 Batch 128/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 48 Batch 129/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 48 Batch 130/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 48 Batch 131/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.008 Epoch 48 Batch 132/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.007 Epoch 48 Batch 133/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.007 Epoch 48 Batch 134/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 48 Batch 135/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.006 Epoch 48 Batch 136/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.007 Epoch 48 Batch 137/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.008 Epoch 48 Batch 138/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 48 Batch 139/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.005 Epoch 48 Batch 140/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.009 Epoch 48 Batch 141/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.007 Epoch 48 Batch 142/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 48 Batch 143/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 48 Batch 144/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.005 Epoch 48 Batch 145/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.005 Epoch 48 Batch 146/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.007 Epoch 48 Batch 147/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 48 Batch 148/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.005 Epoch 48 Batch 149/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.008 Epoch 48 Batch 150/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 48 Batch 151/269 - Train Accuracy: 0.981, Validation Accuracy: 0.961, Loss: 0.007 Epoch 48 Batch 152/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 48 Batch 153/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.006 Epoch 48 Batch 154/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 48 Batch 155/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 48 Batch 156/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 48 Batch 157/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 48 Batch 158/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 48 Batch 159/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 48 Batch 160/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.005 Epoch 48 Batch 161/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 48 Batch 162/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 48 Batch 163/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 48 Batch 164/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.006 Epoch 48 Batch 165/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.006 Epoch 48 Batch 166/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.005 Epoch 48 Batch 167/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.006 Epoch 48 Batch 168/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 48 Batch 169/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.005 Epoch 48 Batch 170/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.006 Epoch 48 Batch 171/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.007 Epoch 48 Batch 172/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.006 Epoch 48 Batch 173/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.006 Epoch 48 Batch 174/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.007 Epoch 48 Batch 175/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 48 Batch 176/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.006 Epoch 48 Batch 177/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.006 Epoch 48 Batch 178/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.006 Epoch 48 Batch 179/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.006 Epoch 48 Batch 180/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 48 Batch 181/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 48 Batch 182/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 48 Batch 183/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 48 Batch 184/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.007 Epoch 48 Batch 185/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.007 Epoch 48 Batch 186/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.006 Epoch 48 Batch 187/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 48 Batch 188/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.005 Epoch 48 Batch 189/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.007 Epoch 48 Batch 190/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.007 Epoch 48 Batch 191/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.005 Epoch 48 Batch 192/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.005 Epoch 48 Batch 193/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.006 Epoch 48 Batch 194/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 48 Batch 195/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.004 Epoch 48 Batch 196/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 48 Batch 197/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.006 Epoch 48 Batch 198/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 48 Batch 199/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 48 Batch 200/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.006 Epoch 48 Batch 201/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 48 Batch 202/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 48 Batch 203/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 48 Batch 204/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.006 Epoch 48 Batch 205/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.006 Epoch 48 Batch 206/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 48 Batch 207/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 48 Batch 208/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 48 Batch 209/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.008 Epoch 48 Batch 210/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.005 Epoch 48 Batch 211/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 48 Batch 212/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.010 Epoch 48 Batch 213/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.006 Epoch 48 Batch 214/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.006 Epoch 48 Batch 215/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 48 Batch 216/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 48 Batch 217/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.006 Epoch 48 Batch 218/269 - Train Accuracy: 0.984, Validation Accuracy: 0.959, Loss: 0.005 Epoch 48 Batch 219/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.006 Epoch 48 Batch 220/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 48 Batch 221/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 48 Batch 222/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.005 Epoch 48 Batch 223/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.006 Epoch 48 Batch 224/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 48 Batch 225/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.005 Epoch 48 Batch 226/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.007 Epoch 48 Batch 227/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.011 Epoch 48 Batch 228/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.006 Epoch 48 Batch 229/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 48 Batch 230/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 48 Batch 231/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 48 Batch 232/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 48 Batch 233/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.006 Epoch 48 Batch 234/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.006 Epoch 48 Batch 235/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.005 Epoch 48 Batch 236/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.006 Epoch 48 Batch 237/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 48 Batch 238/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.007 Epoch 48 Batch 239/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.007 Epoch 48 Batch 240/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.007 Epoch 48 Batch 241/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.007 Epoch 48 Batch 242/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 48 Batch 243/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.006 Epoch 48 Batch 244/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.008 Epoch 48 Batch 245/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.006 Epoch 48 Batch 246/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.008 Epoch 48 Batch 247/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 48 Batch 248/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.006 Epoch 48 Batch 249/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.006 Epoch 48 Batch 250/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.006 Epoch 48 Batch 251/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 48 Batch 252/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.005 Epoch 48 Batch 253/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.007 Epoch 48 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 48 Batch 255/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 48 Batch 256/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.007 Epoch 48 Batch 257/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 48 Batch 258/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 48 Batch 259/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 48 Batch 260/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 48 Batch 261/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.007 Epoch 48 Batch 262/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 48 Batch 263/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.006 Epoch 48 Batch 264/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 48 Batch 265/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 48 Batch 266/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.005 Epoch 48 Batch 267/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 49 Batch 0/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 49 Batch 1/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 49 Batch 2/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 49 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 49 Batch 4/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 49 Batch 5/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 49 Batch 6/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.004 Epoch 49 Batch 7/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.007 Epoch 49 Batch 8/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.008 Epoch 49 Batch 9/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.007 Epoch 49 Batch 10/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.005 Epoch 49 Batch 11/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 49 Batch 12/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 49 Batch 13/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.005 Epoch 49 Batch 14/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 49 Batch 15/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.005 Epoch 49 Batch 16/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.008 Epoch 49 Batch 17/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 49 Batch 18/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.008 Epoch 49 Batch 19/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.005 Epoch 49 Batch 20/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.006 Epoch 49 Batch 21/269 - Train Accuracy: 0.979, Validation Accuracy: 0.974, Loss: 0.006 Epoch 49 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.007 Epoch 49 Batch 23/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.007 Epoch 49 Batch 24/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.006 Epoch 49 Batch 25/269 - Train Accuracy: 0.979, Validation Accuracy: 0.974, Loss: 0.007 Epoch 49 Batch 26/269 - Train Accuracy: 0.970, Validation Accuracy: 0.974, Loss: 0.007 Epoch 49 Batch 27/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 49 Batch 28/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.005 Epoch 49 Batch 29/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.008 Epoch 49 Batch 30/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 49 Batch 31/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.005 Epoch 49 Batch 32/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 49 Batch 33/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.005 Epoch 49 Batch 34/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.004 Epoch 49 Batch 35/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 49 Batch 36/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.006 Epoch 49 Batch 37/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.008 Epoch 49 Batch 38/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.005 Epoch 49 Batch 39/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.006 Epoch 49 Batch 40/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 49 Batch 41/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 49 Batch 42/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.005 Epoch 49 Batch 43/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.006 Epoch 49 Batch 44/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 49 Batch 45/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 49 Batch 46/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.004 Epoch 49 Batch 47/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.005 Epoch 49 Batch 48/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.007 Epoch 49 Batch 49/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.005 Epoch 49 Batch 50/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.007 Epoch 49 Batch 51/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.006 Epoch 49 Batch 52/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 49 Batch 53/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.007 Epoch 49 Batch 54/269 - Train Accuracy: 0.980, Validation Accuracy: 0.974, Loss: 0.006 Epoch 49 Batch 55/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.006 Epoch 49 Batch 56/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.005 Epoch 49 Batch 57/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.008 Epoch 49 Batch 58/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.006 Epoch 49 Batch 59/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.004 Epoch 49 Batch 60/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 49 Batch 61/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 49 Batch 62/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.007 Epoch 49 Batch 63/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.007 Epoch 49 Batch 64/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.006 Epoch 49 Batch 65/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.006 Epoch 49 Batch 66/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 49 Batch 67/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 49 Batch 68/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 49 Batch 69/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 49 Batch 70/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 49 Batch 71/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.009 Epoch 49 Batch 72/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 49 Batch 73/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.006 Epoch 49 Batch 74/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.006 Epoch 49 Batch 75/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.007 Epoch 49 Batch 76/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.006 Epoch 49 Batch 77/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.006 Epoch 49 Batch 78/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 49 Batch 79/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.008 Epoch 49 Batch 80/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.005 Epoch 49 Batch 81/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 49 Batch 82/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.004 Epoch 49 Batch 83/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 49 Batch 84/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 49 Batch 85/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 49 Batch 86/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 49 Batch 87/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.005 Epoch 49 Batch 88/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.005 Epoch 49 Batch 89/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.006 Epoch 49 Batch 90/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.006 Epoch 49 Batch 91/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 49 Batch 92/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.005 Epoch 49 Batch 93/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 49 Batch 94/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.007 Epoch 49 Batch 95/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.006 Epoch 49 Batch 96/269 - Train Accuracy: 0.974, Validation Accuracy: 0.974, Loss: 0.006 Epoch 49 Batch 97/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.006 Epoch 49 Batch 98/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.007 Epoch 49 Batch 99/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.006 Epoch 49 Batch 100/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 49 Batch 101/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 49 Batch 102/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.006 Epoch 49 Batch 103/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.007 Epoch 49 Batch 104/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 49 Batch 105/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 49 Batch 106/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.006 Epoch 49 Batch 107/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 49 Batch 108/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 49 Batch 109/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 49 Batch 110/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.005 Epoch 49 Batch 111/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 49 Batch 112/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.007 Epoch 49 Batch 113/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.006 Epoch 49 Batch 114/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.005 Epoch 49 Batch 115/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.006 Epoch 49 Batch 116/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.006 Epoch 49 Batch 117/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.006 Epoch 49 Batch 118/269 - Train Accuracy: 0.981, Validation Accuracy: 0.961, Loss: 0.007 Epoch 49 Batch 119/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.007 Epoch 49 Batch 120/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 49 Batch 121/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.005 Epoch 49 Batch 122/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.007 Epoch 49 Batch 123/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.009 Epoch 49 Batch 124/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 49 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.005 Epoch 49 Batch 126/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.006 Epoch 49 Batch 127/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.007 Epoch 49 Batch 128/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.006 Epoch 49 Batch 129/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 49 Batch 130/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.007 Epoch 49 Batch 131/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.008 Epoch 49 Batch 132/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.007 Epoch 49 Batch 133/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.006 Epoch 49 Batch 134/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.006 Epoch 49 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 49 Batch 136/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.007 Epoch 49 Batch 137/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.007 Epoch 49 Batch 138/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.005 Epoch 49 Batch 139/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.005 Epoch 49 Batch 140/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.009 Epoch 49 Batch 141/269 - Train Accuracy: 0.979, Validation Accuracy: 0.958, Loss: 0.006 Epoch 49 Batch 142/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 49 Batch 143/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 49 Batch 144/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 49 Batch 145/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.005 Epoch 49 Batch 146/269 - Train Accuracy: 0.974, Validation Accuracy: 0.973, Loss: 0.007 Epoch 49 Batch 147/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 49 Batch 148/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.005 Epoch 49 Batch 149/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.008 Epoch 49 Batch 150/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 49 Batch 151/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.007 Epoch 49 Batch 152/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 49 Batch 153/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.006 Epoch 49 Batch 154/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.007 Epoch 49 Batch 155/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.006 Epoch 49 Batch 156/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.006 Epoch 49 Batch 157/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 49 Batch 158/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 49 Batch 159/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.006 Epoch 49 Batch 160/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.005 Epoch 49 Batch 161/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 49 Batch 162/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 49 Batch 163/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.006 Epoch 49 Batch 164/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.006 Epoch 49 Batch 165/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.006 Epoch 49 Batch 166/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.005 Epoch 49 Batch 167/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.006 Epoch 49 Batch 168/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.006 Epoch 49 Batch 169/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.005 Epoch 49 Batch 170/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.006 Epoch 49 Batch 171/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.007 Epoch 49 Batch 172/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.006 Epoch 49 Batch 173/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 49 Batch 174/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.007 Epoch 49 Batch 175/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.011 Epoch 49 Batch 176/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 49 Batch 177/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.005 Epoch 49 Batch 178/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.006 Epoch 49 Batch 179/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.005 Epoch 49 Batch 180/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.007 Epoch 49 Batch 181/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 49 Batch 182/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.006 Epoch 49 Batch 183/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.005 Epoch 49 Batch 184/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.008 Epoch 49 Batch 185/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.007 Epoch 49 Batch 186/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.006 Epoch 49 Batch 187/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.005 Epoch 49 Batch 188/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.005 Epoch 49 Batch 189/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.006 Epoch 49 Batch 190/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 49 Batch 191/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 49 Batch 192/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 49 Batch 193/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.005 Epoch 49 Batch 194/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 49 Batch 195/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.005 Epoch 49 Batch 196/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.007 Epoch 49 Batch 197/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.006 Epoch 49 Batch 198/269 - Train Accuracy: 0.979, Validation Accuracy: 0.959, Loss: 0.006 Epoch 49 Batch 199/269 - Train Accuracy: 0.981, Validation Accuracy: 0.959, Loss: 0.005 Epoch 49 Batch 200/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.005 Epoch 49 Batch 201/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 49 Batch 202/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 49 Batch 203/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 49 Batch 204/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 49 Batch 205/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.005 Epoch 49 Batch 206/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.006 Epoch 49 Batch 207/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.006 Epoch 49 Batch 208/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 49 Batch 209/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 49 Batch 210/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.005 Epoch 49 Batch 211/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.007 Epoch 49 Batch 212/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 49 Batch 213/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.007 Epoch 49 Batch 214/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.006 Epoch 49 Batch 215/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 49 Batch 216/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.011 Epoch 49 Batch 217/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.007 Epoch 49 Batch 218/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.004 Epoch 49 Batch 219/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.006 Epoch 49 Batch 220/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 49 Batch 221/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.007 Epoch 49 Batch 222/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.005 Epoch 49 Batch 223/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.006 Epoch 49 Batch 224/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 49 Batch 225/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.005 Epoch 49 Batch 226/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 49 Batch 227/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.012 Epoch 49 Batch 228/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.005 Epoch 49 Batch 229/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.005 Epoch 49 Batch 230/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.006 Epoch 49 Batch 231/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.007 Epoch 49 Batch 232/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.008 Epoch 49 Batch 233/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.007 Epoch 49 Batch 234/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.006 Epoch 49 Batch 235/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.004 Epoch 49 Batch 236/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.005 Epoch 49 Batch 237/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.005 Epoch 49 Batch 238/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.006 Epoch 49 Batch 239/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 49 Batch 240/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.007 Epoch 49 Batch 241/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.007 Epoch 49 Batch 242/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 49 Batch 243/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.005 Epoch 49 Batch 244/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.007 Epoch 49 Batch 245/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 49 Batch 246/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 49 Batch 247/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.006 Epoch 49 Batch 248/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 49 Batch 249/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.005 Epoch 49 Batch 250/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.006 Epoch 49 Batch 251/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.006 Epoch 49 Batch 252/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.005 Epoch 49 Batch 253/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 49 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 49 Batch 255/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 49 Batch 256/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.006 Epoch 49 Batch 257/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 49 Batch 258/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 49 Batch 259/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 49 Batch 260/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.006 Epoch 49 Batch 261/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.006 Epoch 49 Batch 262/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 49 Batch 263/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 49 Batch 264/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.006 Epoch 49 Batch 265/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.006 Epoch 49 Batch 266/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.005 Epoch 49 Batch 267/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.006 Epoch 50 Batch 0/269 - Train Accuracy: 0.975, Validation Accuracy: 0.973, Loss: 0.008 Epoch 50 Batch 1/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 50 Batch 2/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 50 Batch 3/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.005 Epoch 50 Batch 4/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 50 Batch 5/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.006 Epoch 50 Batch 6/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.004 Epoch 50 Batch 7/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.006 Epoch 50 Batch 8/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.008 Epoch 50 Batch 9/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.006 Epoch 50 Batch 10/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.005 Epoch 50 Batch 11/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.009 Epoch 50 Batch 12/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.007 Epoch 50 Batch 13/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.004 Epoch 50 Batch 14/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.006 Epoch 50 Batch 15/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.005 Epoch 50 Batch 16/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 50 Batch 17/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.005 Epoch 50 Batch 18/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 50 Batch 19/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.006 Epoch 50 Batch 20/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.005 Epoch 50 Batch 21/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 50 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.006 Epoch 50 Batch 23/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.007 Epoch 50 Batch 24/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.006 Epoch 50 Batch 25/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.006 Epoch 50 Batch 26/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.006 Epoch 50 Batch 27/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 50 Batch 28/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.005 Epoch 50 Batch 29/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.008 Epoch 50 Batch 30/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.007 Epoch 50 Batch 31/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.006 Epoch 50 Batch 32/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.005 Epoch 50 Batch 33/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.005 Epoch 50 Batch 34/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.004 Epoch 50 Batch 35/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 50 Batch 36/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.005 Epoch 50 Batch 37/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.007 Epoch 50 Batch 38/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.005 Epoch 50 Batch 39/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 50 Batch 40/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 50 Batch 41/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.006 Epoch 50 Batch 42/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.006 Epoch 50 Batch 43/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.007 Epoch 50 Batch 44/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.007 Epoch 50 Batch 45/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 50 Batch 46/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.004 Epoch 50 Batch 47/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.005 Epoch 50 Batch 48/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 50 Batch 49/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.005 Epoch 50 Batch 50/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 50 Batch 51/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.005 Epoch 50 Batch 52/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.004 Epoch 50 Batch 53/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.006 Epoch 50 Batch 54/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 50 Batch 55/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.006 Epoch 50 Batch 56/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.006 Epoch 50 Batch 57/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.007 Epoch 50 Batch 58/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 50 Batch 59/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.005 Epoch 50 Batch 60/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 50 Batch 61/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.006 Epoch 50 Batch 62/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.007 Epoch 50 Batch 63/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.008 Epoch 50 Batch 64/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.005 Epoch 50 Batch 65/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.005 Epoch 50 Batch 66/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.007 Epoch 50 Batch 67/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 50 Batch 68/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.006 Epoch 50 Batch 69/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 50 Batch 70/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 50 Batch 71/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 50 Batch 72/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 50 Batch 73/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 50 Batch 74/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.006 Epoch 50 Batch 75/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 50 Batch 76/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.005 Epoch 50 Batch 77/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.006 Epoch 50 Batch 78/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 50 Batch 79/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.007 Epoch 50 Batch 80/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.005 Epoch 50 Batch 81/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 50 Batch 82/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.005 Epoch 50 Batch 83/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.009 Epoch 50 Batch 84/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.006 Epoch 50 Batch 85/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.006 Epoch 50 Batch 86/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.004 Epoch 50 Batch 87/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.004 Epoch 50 Batch 88/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.005 Epoch 50 Batch 89/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 50 Batch 90/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.006 Epoch 50 Batch 91/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 50 Batch 92/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.005 Epoch 50 Batch 93/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.005 Epoch 50 Batch 94/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.006 Epoch 50 Batch 95/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.006 Epoch 50 Batch 96/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.006 Epoch 50 Batch 97/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.006 Epoch 50 Batch 98/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 50 Batch 99/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.005 Epoch 50 Batch 100/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.007 Epoch 50 Batch 101/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 50 Batch 102/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.005 Epoch 50 Batch 103/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 50 Batch 104/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 50 Batch 105/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 50 Batch 106/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.006 Epoch 50 Batch 107/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 50 Batch 108/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.005 Epoch 50 Batch 109/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 50 Batch 110/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.005 Epoch 50 Batch 111/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 50 Batch 112/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.006 Epoch 50 Batch 113/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 50 Batch 114/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.006 Epoch 50 Batch 115/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.006 Epoch 50 Batch 116/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.005 Epoch 50 Batch 117/269 - Train Accuracy: 0.977, Validation Accuracy: 0.958, Loss: 0.005 Epoch 50 Batch 118/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.006 Epoch 50 Batch 119/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.007 Epoch 50 Batch 120/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 50 Batch 121/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.006 Epoch 50 Batch 122/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 50 Batch 123/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.008 Epoch 50 Batch 124/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.006 Epoch 50 Batch 125/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.006 Epoch 50 Batch 126/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.007 Epoch 50 Batch 127/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 50 Batch 128/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.006 Epoch 50 Batch 129/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.006 Epoch 50 Batch 130/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.008 Epoch 50 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.008 Epoch 50 Batch 132/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.007 Epoch 50 Batch 133/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.006 Epoch 50 Batch 134/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 50 Batch 135/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.005 Epoch 50 Batch 136/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.007 Epoch 50 Batch 137/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.008 Epoch 50 Batch 138/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.006 Epoch 50 Batch 139/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.005 Epoch 50 Batch 140/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 50 Batch 141/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.006 Epoch 50 Batch 142/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 50 Batch 143/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 50 Batch 144/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 50 Batch 145/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 50 Batch 146/269 - Train Accuracy: 0.973, Validation Accuracy: 0.974, Loss: 0.007 Epoch 50 Batch 147/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.007 Epoch 50 Batch 148/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.005 Epoch 50 Batch 149/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 50 Batch 150/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 50 Batch 151/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.007 Epoch 50 Batch 152/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.006 Epoch 50 Batch 153/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.006 Epoch 50 Batch 154/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 50 Batch 155/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 50 Batch 156/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.006 Epoch 50 Batch 157/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 50 Batch 158/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.007 Epoch 50 Batch 159/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 50 Batch 160/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 50 Batch 161/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.005 Epoch 50 Batch 162/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 50 Batch 163/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.005 Epoch 50 Batch 164/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 50 Batch 165/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.006 Epoch 50 Batch 166/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.005 Epoch 50 Batch 167/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.006 Epoch 50 Batch 168/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 50 Batch 169/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.005 Epoch 50 Batch 170/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.006 Epoch 50 Batch 171/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.005 Epoch 50 Batch 172/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.006 Epoch 50 Batch 173/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.006 Epoch 50 Batch 174/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.006 Epoch 50 Batch 175/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.011 Epoch 50 Batch 176/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.006 Epoch 50 Batch 177/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.005 Epoch 50 Batch 178/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.006 Epoch 50 Batch 179/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.006 Epoch 50 Batch 180/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.005 Epoch 50 Batch 181/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 50 Batch 182/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 50 Batch 183/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.005 Epoch 50 Batch 184/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.007 Epoch 50 Batch 185/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.007 Epoch 50 Batch 186/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.005 Epoch 50 Batch 187/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 50 Batch 188/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.005 Epoch 50 Batch 189/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.006 Epoch 50 Batch 190/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.006 Epoch 50 Batch 191/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 50 Batch 192/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.005 Epoch 50 Batch 193/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 50 Batch 194/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 50 Batch 195/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.004 Epoch 50 Batch 196/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.006 Epoch 50 Batch 197/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.006 Epoch 50 Batch 198/269 - Train Accuracy: 0.981, Validation Accuracy: 0.959, Loss: 0.006 Epoch 50 Batch 199/269 - Train Accuracy: 0.979, Validation Accuracy: 0.959, Loss: 0.006 Epoch 50 Batch 200/269 - Train Accuracy: 0.985, Validation Accuracy: 0.962, Loss: 0.006 Epoch 50 Batch 201/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.007 Epoch 50 Batch 202/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 50 Batch 203/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 50 Batch 204/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 50 Batch 205/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.005 Epoch 50 Batch 206/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 50 Batch 207/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 50 Batch 208/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 50 Batch 209/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 50 Batch 210/269 - Train Accuracy: 0.984, Validation Accuracy: 0.962, Loss: 0.005 Epoch 50 Batch 211/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 50 Batch 212/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 50 Batch 213/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.006 Epoch 50 Batch 214/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.006 Epoch 50 Batch 215/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 50 Batch 216/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 50 Batch 217/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.007 Epoch 50 Batch 218/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.004 Epoch 50 Batch 219/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.006 Epoch 50 Batch 220/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 50 Batch 221/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.007 Epoch 50 Batch 222/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 50 Batch 223/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.006 Epoch 50 Batch 224/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.008 Epoch 50 Batch 225/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.005 Epoch 50 Batch 226/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.006 Epoch 50 Batch 227/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.010 Epoch 50 Batch 228/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.005 Epoch 50 Batch 229/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.005 Epoch 50 Batch 230/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 50 Batch 231/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 50 Batch 232/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 50 Batch 233/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.007 Epoch 50 Batch 234/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 50 Batch 235/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.004 Epoch 50 Batch 236/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.005 Epoch 50 Batch 237/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.005 Epoch 50 Batch 238/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 50 Batch 239/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.007 Epoch 50 Batch 240/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.007 Epoch 50 Batch 241/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 50 Batch 242/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.005 Epoch 50 Batch 243/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 50 Batch 244/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.006 Epoch 50 Batch 245/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 50 Batch 246/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 50 Batch 247/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.006 Epoch 50 Batch 248/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.005 Epoch 50 Batch 249/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.005 Epoch 50 Batch 250/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.005 Epoch 50 Batch 251/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 50 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.006 Epoch 50 Batch 253/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.005 Epoch 50 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.005 Epoch 50 Batch 255/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 50 Batch 256/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 50 Batch 257/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 50 Batch 258/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 50 Batch 259/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 50 Batch 260/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.006 Epoch 50 Batch 261/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 50 Batch 262/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.006 Epoch 50 Batch 263/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 50 Batch 264/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 50 Batch 265/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.005 Epoch 50 Batch 266/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.004 Epoch 50 Batch 267/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 51 Batch 0/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 51 Batch 1/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 51 Batch 2/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 51 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 51 Batch 4/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.005 Epoch 51 Batch 5/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 51 Batch 6/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.004 Epoch 51 Batch 7/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.006 Epoch 51 Batch 8/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.008 Epoch 51 Batch 9/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 51 Batch 10/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.004 Epoch 51 Batch 11/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.008 Epoch 51 Batch 12/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.007 Epoch 51 Batch 13/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.004 Epoch 51 Batch 14/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 51 Batch 15/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.005 Epoch 51 Batch 16/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.008 Epoch 51 Batch 17/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.005 Epoch 51 Batch 18/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 51 Batch 19/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.005 Epoch 51 Batch 20/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.006 Epoch 51 Batch 21/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 51 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.006 Epoch 51 Batch 23/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.007 Epoch 51 Batch 24/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.007 Epoch 51 Batch 25/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.007 Epoch 51 Batch 26/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.006 Epoch 51 Batch 27/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 51 Batch 28/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.005 Epoch 51 Batch 29/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.007 Epoch 51 Batch 30/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 51 Batch 31/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.005 Epoch 51 Batch 32/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.005 Epoch 51 Batch 33/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.004 Epoch 51 Batch 34/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.005 Epoch 51 Batch 35/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.011 Epoch 51 Batch 36/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 51 Batch 37/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.007 Epoch 51 Batch 38/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.005 Epoch 51 Batch 39/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.005 Epoch 51 Batch 40/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 51 Batch 41/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.006 Epoch 51 Batch 42/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.005 Epoch 51 Batch 43/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 51 Batch 44/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.007 Epoch 51 Batch 45/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.006 Epoch 51 Batch 46/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.004 Epoch 51 Batch 47/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.005 Epoch 51 Batch 48/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.006 Epoch 51 Batch 49/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.004 Epoch 51 Batch 50/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 51 Batch 51/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.006 Epoch 51 Batch 52/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.005 Epoch 51 Batch 53/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 51 Batch 54/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.005 Epoch 51 Batch 55/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.005 Epoch 51 Batch 56/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.006 Epoch 51 Batch 57/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.007 Epoch 51 Batch 58/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.005 Epoch 51 Batch 59/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.004 Epoch 51 Batch 60/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 51 Batch 61/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.006 Epoch 51 Batch 62/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.007 Epoch 51 Batch 63/269 - Train Accuracy: 0.972, Validation Accuracy: 0.973, Loss: 0.008 Epoch 51 Batch 64/269 - Train Accuracy: 0.979, Validation Accuracy: 0.976, Loss: 0.005 Epoch 51 Batch 65/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.005 Epoch 51 Batch 66/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 51 Batch 67/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 51 Batch 68/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 51 Batch 69/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.007 Epoch 51 Batch 70/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.006 Epoch 51 Batch 71/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.008 Epoch 51 Batch 72/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.006 Epoch 51 Batch 73/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.006 Epoch 51 Batch 74/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.005 Epoch 51 Batch 75/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.007 Epoch 51 Batch 76/269 - Train Accuracy: 0.975, Validation Accuracy: 0.957, Loss: 0.006 Epoch 51 Batch 77/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.007 Epoch 51 Batch 78/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 51 Batch 79/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.007 Epoch 51 Batch 80/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.005 Epoch 51 Batch 81/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.007 Epoch 51 Batch 82/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.004 Epoch 51 Batch 83/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 51 Batch 84/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 51 Batch 85/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 51 Batch 86/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.005 Epoch 51 Batch 87/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.004 Epoch 51 Batch 88/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.005 Epoch 51 Batch 89/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.006 Epoch 51 Batch 90/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 51 Batch 91/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.006 Epoch 51 Batch 92/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.005 Epoch 51 Batch 93/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 51 Batch 94/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.007 Epoch 51 Batch 95/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.006 Epoch 51 Batch 96/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 51 Batch 97/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.006 Epoch 51 Batch 98/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.007 Epoch 51 Batch 99/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.006 Epoch 51 Batch 100/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 51 Batch 101/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 51 Batch 102/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.005 Epoch 51 Batch 103/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 51 Batch 104/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 51 Batch 105/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.005 Epoch 51 Batch 106/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.006 Epoch 51 Batch 107/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.006 Epoch 51 Batch 108/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.006 Epoch 51 Batch 109/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.005 Epoch 51 Batch 110/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.005 Epoch 51 Batch 111/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.006 Epoch 51 Batch 112/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.006 Epoch 51 Batch 113/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.007 Epoch 51 Batch 114/269 - Train Accuracy: 0.981, Validation Accuracy: 0.960, Loss: 0.006 Epoch 51 Batch 115/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.007 Epoch 51 Batch 116/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.005 Epoch 51 Batch 117/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.005 Epoch 51 Batch 118/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.006 Epoch 51 Batch 119/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.006 Epoch 51 Batch 120/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.006 Epoch 51 Batch 121/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 51 Batch 122/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.006 Epoch 51 Batch 123/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.007 Epoch 51 Batch 124/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.005 Epoch 51 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 51 Batch 126/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.006 Epoch 51 Batch 127/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 51 Batch 128/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.006 Epoch 51 Batch 129/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 51 Batch 130/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 51 Batch 131/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.007 Epoch 51 Batch 132/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.006 Epoch 51 Batch 133/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 51 Batch 134/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 51 Batch 135/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.005 Epoch 51 Batch 136/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.006 Epoch 51 Batch 137/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.008 Epoch 51 Batch 138/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.006 Epoch 51 Batch 139/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 51 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 51 Batch 141/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.006 Epoch 51 Batch 142/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 51 Batch 143/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 51 Batch 144/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.005 Epoch 51 Batch 145/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.005 Epoch 51 Batch 146/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 51 Batch 147/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.008 Epoch 51 Batch 148/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.005 Epoch 51 Batch 149/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.007 Epoch 51 Batch 150/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.008 Epoch 51 Batch 151/269 - Train Accuracy: 0.981, Validation Accuracy: 0.958, Loss: 0.008 Epoch 51 Batch 152/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.006 Epoch 51 Batch 153/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.005 Epoch 51 Batch 154/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.006 Epoch 51 Batch 155/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.005 Epoch 51 Batch 156/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 51 Batch 157/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 51 Batch 158/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.006 Epoch 51 Batch 159/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 51 Batch 160/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.005 Epoch 51 Batch 161/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.005 Epoch 51 Batch 162/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.007 Epoch 51 Batch 163/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 51 Batch 164/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.006 Epoch 51 Batch 165/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.006 Epoch 51 Batch 166/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.005 Epoch 51 Batch 167/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.006 Epoch 51 Batch 168/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.006 Epoch 51 Batch 169/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.005 Epoch 51 Batch 170/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 51 Batch 171/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 51 Batch 172/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.008 Epoch 51 Batch 173/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 51 Batch 174/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.006 Epoch 51 Batch 175/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 51 Batch 176/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 51 Batch 177/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 51 Batch 178/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.006 Epoch 51 Batch 179/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.007 Epoch 51 Batch 180/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.006 Epoch 51 Batch 181/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 51 Batch 182/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.006 Epoch 51 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.006 Epoch 51 Batch 184/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.008 Epoch 51 Batch 185/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.007 Epoch 51 Batch 186/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 51 Batch 187/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.006 Epoch 51 Batch 188/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 51 Batch 189/269 - Train Accuracy: 0.982, Validation Accuracy: 0.961, Loss: 0.007 Epoch 51 Batch 190/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.006 Epoch 51 Batch 191/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.007 Epoch 51 Batch 192/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.006 Epoch 51 Batch 193/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 51 Batch 194/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.006 Epoch 51 Batch 195/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 51 Batch 196/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.008 Epoch 51 Batch 197/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.006 Epoch 51 Batch 198/269 - Train Accuracy: 0.978, Validation Accuracy: 0.958, Loss: 0.006 Epoch 51 Batch 199/269 - Train Accuracy: 0.977, Validation Accuracy: 0.957, Loss: 0.006 Epoch 51 Batch 200/269 - Train Accuracy: 0.984, Validation Accuracy: 0.956, Loss: 0.006 Epoch 51 Batch 201/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 51 Batch 202/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 51 Batch 203/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 51 Batch 204/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.006 Epoch 51 Batch 205/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 51 Batch 206/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.007 Epoch 51 Batch 207/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.005 Epoch 51 Batch 208/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 51 Batch 209/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 51 Batch 210/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.005 Epoch 51 Batch 211/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.005 Epoch 51 Batch 212/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 51 Batch 213/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.006 Epoch 51 Batch 214/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 51 Batch 215/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.006 Epoch 51 Batch 216/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 51 Batch 217/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.007 Epoch 51 Batch 218/269 - Train Accuracy: 0.984, Validation Accuracy: 0.961, Loss: 0.004 Epoch 51 Batch 219/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.006 Epoch 51 Batch 220/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.007 Epoch 51 Batch 221/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 51 Batch 222/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 51 Batch 223/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.006 Epoch 51 Batch 224/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 51 Batch 225/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.005 Epoch 51 Batch 226/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 51 Batch 227/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.010 Epoch 51 Batch 228/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.005 Epoch 51 Batch 229/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.005 Epoch 51 Batch 230/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 51 Batch 231/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.006 Epoch 51 Batch 232/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.006 Epoch 51 Batch 233/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.006 Epoch 51 Batch 234/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 51 Batch 235/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.004 Epoch 51 Batch 236/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.005 Epoch 51 Batch 237/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.005 Epoch 51 Batch 238/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.005 Epoch 51 Batch 239/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.006 Epoch 51 Batch 240/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.007 Epoch 51 Batch 241/269 - Train Accuracy: 0.975, Validation Accuracy: 0.974, Loss: 0.006 Epoch 51 Batch 242/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.006 Epoch 51 Batch 243/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.005 Epoch 51 Batch 244/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.006 Epoch 51 Batch 245/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 51 Batch 246/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 51 Batch 247/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.006 Epoch 51 Batch 248/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.005 Epoch 51 Batch 249/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.005 Epoch 51 Batch 250/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 51 Batch 251/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 51 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 51 Batch 253/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 51 Batch 254/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 51 Batch 255/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 51 Batch 256/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 51 Batch 257/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 51 Batch 258/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 51 Batch 259/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 51 Batch 260/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.005 Epoch 51 Batch 261/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.006 Epoch 51 Batch 262/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.007 Epoch 51 Batch 263/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.007 Epoch 51 Batch 264/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.006 Epoch 51 Batch 265/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.005 Epoch 51 Batch 266/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.004 Epoch 51 Batch 267/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 52 Batch 0/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 52 Batch 1/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 52 Batch 2/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 52 Batch 3/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 52 Batch 4/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 52 Batch 5/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 52 Batch 6/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.004 Epoch 52 Batch 7/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.006 Epoch 52 Batch 8/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 52 Batch 9/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.006 Epoch 52 Batch 10/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.005 Epoch 52 Batch 11/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 52 Batch 12/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 52 Batch 13/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.005 Epoch 52 Batch 14/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.006 Epoch 52 Batch 15/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.004 Epoch 52 Batch 16/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 52 Batch 17/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.006 Epoch 52 Batch 18/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 52 Batch 19/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.005 Epoch 52 Batch 20/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.005 Epoch 52 Batch 21/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.005 Epoch 52 Batch 22/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 52 Batch 23/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.007 Epoch 52 Batch 24/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 52 Batch 25/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 52 Batch 26/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.006 Epoch 52 Batch 27/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.006 Epoch 52 Batch 28/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.005 Epoch 52 Batch 29/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.007 Epoch 52 Batch 30/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 52 Batch 31/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.005 Epoch 52 Batch 32/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 52 Batch 33/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.005 Epoch 52 Batch 34/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.005 Epoch 52 Batch 35/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.011 Epoch 52 Batch 36/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.006 Epoch 52 Batch 37/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.006 Epoch 52 Batch 38/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.005 Epoch 52 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.005 Epoch 52 Batch 40/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 52 Batch 41/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 52 Batch 42/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.004 Epoch 52 Batch 43/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.006 Epoch 52 Batch 44/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.007 Epoch 52 Batch 45/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 52 Batch 46/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.004 Epoch 52 Batch 47/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.005 Epoch 52 Batch 48/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.006 Epoch 52 Batch 49/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 52 Batch 50/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 52 Batch 51/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.005 Epoch 52 Batch 52/269 - Train Accuracy: 0.981, Validation Accuracy: 0.961, Loss: 0.004 Epoch 52 Batch 53/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.007 Epoch 52 Batch 54/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 52 Batch 55/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.007 Epoch 52 Batch 56/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.005 Epoch 52 Batch 57/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 52 Batch 58/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.006 Epoch 52 Batch 59/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.005 Epoch 52 Batch 60/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.008 Epoch 52 Batch 61/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 52 Batch 62/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.007 Epoch 52 Batch 63/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 52 Batch 64/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.006 Epoch 52 Batch 65/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.005 Epoch 52 Batch 66/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 52 Batch 67/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 52 Batch 68/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.006 Epoch 52 Batch 69/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 52 Batch 70/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.006 Epoch 52 Batch 71/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.008 Epoch 52 Batch 72/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.005 Epoch 52 Batch 73/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 52 Batch 74/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 52 Batch 75/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 52 Batch 76/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.005 Epoch 52 Batch 77/269 - Train Accuracy: 0.980, Validation Accuracy: 0.954, Loss: 0.006 Epoch 52 Batch 78/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.006 Epoch 52 Batch 79/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.007 Epoch 52 Batch 80/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 52 Batch 81/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.006 Epoch 52 Batch 82/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.004 Epoch 52 Batch 83/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 52 Batch 84/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 52 Batch 85/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.006 Epoch 52 Batch 86/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.005 Epoch 52 Batch 87/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.004 Epoch 52 Batch 88/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.005 Epoch 52 Batch 89/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 52 Batch 90/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.006 Epoch 52 Batch 91/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 52 Batch 92/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.005 Epoch 52 Batch 93/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 52 Batch 94/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.007 Epoch 52 Batch 95/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.006 Epoch 52 Batch 96/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.007 Epoch 52 Batch 97/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.006 Epoch 52 Batch 98/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.007 Epoch 52 Batch 99/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.006 Epoch 52 Batch 100/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 52 Batch 101/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 52 Batch 102/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 52 Batch 103/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 52 Batch 104/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 52 Batch 105/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 52 Batch 106/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 52 Batch 107/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 52 Batch 108/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 52 Batch 109/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 52 Batch 110/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.004 Epoch 52 Batch 111/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.006 Epoch 52 Batch 112/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.006 Epoch 52 Batch 113/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.007 Epoch 52 Batch 114/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.006 Epoch 52 Batch 115/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.006 Epoch 52 Batch 116/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.005 Epoch 52 Batch 117/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.005 Epoch 52 Batch 118/269 - Train Accuracy: 0.977, Validation Accuracy: 0.957, Loss: 0.006 Epoch 52 Batch 119/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.007 Epoch 52 Batch 120/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 52 Batch 121/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.005 Epoch 52 Batch 122/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 52 Batch 123/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.007 Epoch 52 Batch 124/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 52 Batch 125/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 52 Batch 126/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 52 Batch 127/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 52 Batch 128/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.005 Epoch 52 Batch 129/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.006 Epoch 52 Batch 130/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.008 Epoch 52 Batch 131/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 52 Batch 132/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.007 Epoch 52 Batch 133/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 52 Batch 134/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.007 Epoch 52 Batch 135/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.008 Epoch 52 Batch 136/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.007 Epoch 52 Batch 137/269 - Train Accuracy: 0.973, Validation Accuracy: 0.957, Loss: 0.007 Epoch 52 Batch 138/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.006 Epoch 52 Batch 139/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.008 Epoch 52 Batch 140/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.009 Epoch 52 Batch 141/269 - Train Accuracy: 0.971, Validation Accuracy: 0.950, Loss: 0.007 Epoch 52 Batch 142/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.008 Epoch 52 Batch 143/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 52 Batch 144/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.005 Epoch 52 Batch 145/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.007 Epoch 52 Batch 146/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 52 Batch 147/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.007 Epoch 52 Batch 148/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.005 Epoch 52 Batch 149/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 52 Batch 150/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.008 Epoch 52 Batch 151/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.007 Epoch 52 Batch 152/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 52 Batch 153/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.005 Epoch 52 Batch 154/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 52 Batch 155/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.005 Epoch 52 Batch 156/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.005 Epoch 52 Batch 157/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 52 Batch 158/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.007 Epoch 52 Batch 159/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 52 Batch 160/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.005 Epoch 52 Batch 161/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.006 Epoch 52 Batch 162/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 52 Batch 163/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.005 Epoch 52 Batch 164/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.006 Epoch 52 Batch 165/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.006 Epoch 52 Batch 166/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.004 Epoch 52 Batch 167/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.006 Epoch 52 Batch 168/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.006 Epoch 52 Batch 169/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.005 Epoch 52 Batch 170/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.006 Epoch 52 Batch 171/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 52 Batch 172/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.006 Epoch 52 Batch 173/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 52 Batch 174/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 52 Batch 175/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.011 Epoch 52 Batch 176/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 52 Batch 177/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.005 Epoch 52 Batch 178/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.006 Epoch 52 Batch 179/269 - Train Accuracy: 0.981, Validation Accuracy: 0.960, Loss: 0.005 Epoch 52 Batch 180/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.006 Epoch 52 Batch 181/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.008 Epoch 52 Batch 182/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 52 Batch 183/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.006 Epoch 52 Batch 184/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.008 Epoch 52 Batch 185/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.007 Epoch 52 Batch 186/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.006 Epoch 52 Batch 187/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 52 Batch 188/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.006 Epoch 52 Batch 189/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.006 Epoch 52 Batch 190/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 52 Batch 191/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 52 Batch 192/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.005 Epoch 52 Batch 193/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.005 Epoch 52 Batch 194/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.006 Epoch 52 Batch 195/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.005 Epoch 52 Batch 196/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.006 Epoch 52 Batch 197/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.007 Epoch 52 Batch 198/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.006 Epoch 52 Batch 199/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.006 Epoch 52 Batch 200/269 - Train Accuracy: 0.989, Validation Accuracy: 0.964, Loss: 0.005 Epoch 52 Batch 201/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.007 Epoch 52 Batch 202/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.006 Epoch 52 Batch 203/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 52 Batch 204/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.005 Epoch 52 Batch 205/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.005 Epoch 52 Batch 206/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.006 Epoch 52 Batch 207/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 52 Batch 208/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.006 Epoch 52 Batch 209/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 52 Batch 210/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.004 Epoch 52 Batch 211/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.006 Epoch 52 Batch 212/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.010 Epoch 52 Batch 213/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.006 Epoch 52 Batch 214/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.006 Epoch 52 Batch 215/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.006 Epoch 52 Batch 216/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 52 Batch 217/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.006 Epoch 52 Batch 218/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.005 Epoch 52 Batch 219/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.005 Epoch 52 Batch 220/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.006 Epoch 52 Batch 221/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 52 Batch 222/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.005 Epoch 52 Batch 223/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.005 Epoch 52 Batch 224/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 52 Batch 225/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 52 Batch 226/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.006 Epoch 52 Batch 227/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.009 Epoch 52 Batch 228/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.005 Epoch 52 Batch 229/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.005 Epoch 52 Batch 230/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.006 Epoch 52 Batch 231/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.005 Epoch 52 Batch 232/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 52 Batch 233/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.006 Epoch 52 Batch 234/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 52 Batch 235/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.004 Epoch 52 Batch 236/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.005 Epoch 52 Batch 237/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 52 Batch 238/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.005 Epoch 52 Batch 239/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 52 Batch 240/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 52 Batch 241/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.006 Epoch 52 Batch 242/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.006 Epoch 52 Batch 243/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.005 Epoch 52 Batch 244/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 52 Batch 245/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.006 Epoch 52 Batch 246/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.006 Epoch 52 Batch 247/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.006 Epoch 52 Batch 248/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.005 Epoch 52 Batch 249/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.006 Epoch 52 Batch 250/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.005 Epoch 52 Batch 251/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 52 Batch 252/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 52 Batch 253/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 52 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.005 Epoch 52 Batch 255/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 52 Batch 256/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.005 Epoch 52 Batch 257/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 52 Batch 258/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.006 Epoch 52 Batch 259/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 52 Batch 260/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.006 Epoch 52 Batch 261/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.006 Epoch 52 Batch 262/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.006 Epoch 52 Batch 263/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.005 Epoch 52 Batch 264/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 52 Batch 265/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 52 Batch 266/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.004 Epoch 52 Batch 267/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 53 Batch 0/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.008 Epoch 53 Batch 1/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 53 Batch 2/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 53 Batch 3/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 53 Batch 4/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.005 Epoch 53 Batch 5/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 53 Batch 6/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.005 Epoch 53 Batch 7/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.006 Epoch 53 Batch 8/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 53 Batch 9/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.008 Epoch 53 Batch 10/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.006 Epoch 53 Batch 11/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 53 Batch 12/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 53 Batch 13/269 - Train Accuracy: 0.983, Validation Accuracy: 0.961, Loss: 0.004 Epoch 53 Batch 14/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.006 Epoch 53 Batch 15/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.005 Epoch 53 Batch 16/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.008 Epoch 53 Batch 17/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.005 Epoch 53 Batch 18/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 53 Batch 19/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.005 Epoch 53 Batch 20/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.006 Epoch 53 Batch 21/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.006 Epoch 53 Batch 22/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 53 Batch 23/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.006 Epoch 53 Batch 24/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 53 Batch 25/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.006 Epoch 53 Batch 26/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.005 Epoch 53 Batch 27/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.006 Epoch 53 Batch 28/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.005 Epoch 53 Batch 29/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.006 Epoch 53 Batch 30/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.007 Epoch 53 Batch 31/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.005 Epoch 53 Batch 32/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.004 Epoch 53 Batch 33/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.004 Epoch 53 Batch 34/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.004 Epoch 53 Batch 35/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 53 Batch 36/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.005 Epoch 53 Batch 37/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 53 Batch 38/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.005 Epoch 53 Batch 39/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.005 Epoch 53 Batch 40/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.006 Epoch 53 Batch 41/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 53 Batch 42/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.005 Epoch 53 Batch 43/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.006 Epoch 53 Batch 44/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.007 Epoch 53 Batch 45/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 53 Batch 46/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.004 Epoch 53 Batch 47/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.005 Epoch 53 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.005 Epoch 53 Batch 49/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.004 Epoch 53 Batch 50/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 53 Batch 51/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.005 Epoch 53 Batch 52/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.004 Epoch 53 Batch 53/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 53 Batch 54/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.007 Epoch 53 Batch 55/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.006 Epoch 53 Batch 56/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.005 Epoch 53 Batch 57/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.007 Epoch 53 Batch 58/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.006 Epoch 53 Batch 59/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.004 Epoch 53 Batch 60/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 53 Batch 61/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.007 Epoch 53 Batch 62/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 53 Batch 63/269 - Train Accuracy: 0.977, Validation Accuracy: 0.974, Loss: 0.007 Epoch 53 Batch 64/269 - Train Accuracy: 0.978, Validation Accuracy: 0.974, Loss: 0.004 Epoch 53 Batch 65/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.005 Epoch 53 Batch 66/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.007 Epoch 53 Batch 67/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.008 Epoch 53 Batch 68/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.005 Epoch 53 Batch 69/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 53 Batch 70/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 53 Batch 71/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.009 Epoch 53 Batch 72/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.005 Epoch 53 Batch 73/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 53 Batch 74/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 53 Batch 75/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 53 Batch 76/269 - Train Accuracy: 0.976, Validation Accuracy: 0.955, Loss: 0.005 Epoch 53 Batch 77/269 - Train Accuracy: 0.978, Validation Accuracy: 0.951, Loss: 0.007 Epoch 53 Batch 78/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 53 Batch 79/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.006 Epoch 53 Batch 80/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.005 Epoch 53 Batch 81/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.006 Epoch 53 Batch 82/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.004 Epoch 53 Batch 83/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 53 Batch 84/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.005 Epoch 53 Batch 85/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.006 Epoch 53 Batch 86/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.005 Epoch 53 Batch 87/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.005 Epoch 53 Batch 88/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.005 Epoch 53 Batch 89/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.006 Epoch 53 Batch 90/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.006 Epoch 53 Batch 91/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 53 Batch 92/269 - Train Accuracy: 0.981, Validation Accuracy: 0.961, Loss: 0.004 Epoch 53 Batch 93/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.005 Epoch 53 Batch 94/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.006 Epoch 53 Batch 95/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.005 Epoch 53 Batch 96/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 53 Batch 97/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 53 Batch 98/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.006 Epoch 53 Batch 99/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.004 Epoch 53 Batch 100/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 53 Batch 101/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 53 Batch 102/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.005 Epoch 53 Batch 103/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 53 Batch 104/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.006 Epoch 53 Batch 105/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.005 Epoch 53 Batch 106/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.006 Epoch 53 Batch 107/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.007 Epoch 53 Batch 108/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.005 Epoch 53 Batch 109/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 53 Batch 110/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.005 Epoch 53 Batch 111/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.005 Epoch 53 Batch 112/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.007 Epoch 53 Batch 113/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 53 Batch 114/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 53 Batch 115/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.005 Epoch 53 Batch 116/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.005 Epoch 53 Batch 117/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.005 Epoch 53 Batch 118/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.005 Epoch 53 Batch 119/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.006 Epoch 53 Batch 120/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.007 Epoch 53 Batch 121/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.004 Epoch 53 Batch 122/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.006 Epoch 53 Batch 123/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.007 Epoch 53 Batch 124/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 53 Batch 125/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.005 Epoch 53 Batch 126/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.005 Epoch 53 Batch 127/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.007 Epoch 53 Batch 128/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.005 Epoch 53 Batch 129/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 53 Batch 130/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.007 Epoch 53 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.007 Epoch 53 Batch 132/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.006 Epoch 53 Batch 133/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.006 Epoch 53 Batch 134/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.006 Epoch 53 Batch 135/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.005 Epoch 53 Batch 136/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.006 Epoch 53 Batch 137/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.007 Epoch 53 Batch 138/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.004 Epoch 53 Batch 139/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.006 Epoch 53 Batch 140/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 53 Batch 141/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.005 Epoch 53 Batch 142/269 - Train Accuracy: 0.972, Validation Accuracy: 0.954, Loss: 0.006 Epoch 53 Batch 143/269 - Train Accuracy: 0.973, Validation Accuracy: 0.957, Loss: 0.007 Epoch 53 Batch 144/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 53 Batch 145/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.005 Epoch 53 Batch 146/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.006 Epoch 53 Batch 147/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 53 Batch 148/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.006 Epoch 53 Batch 149/269 - Train Accuracy: 0.967, Validation Accuracy: 0.950, Loss: 0.008 Epoch 53 Batch 150/269 - Train Accuracy: 0.972, Validation Accuracy: 0.949, Loss: 0.008 Epoch 53 Batch 151/269 - Train Accuracy: 0.982, Validation Accuracy: 0.961, Loss: 0.008 Epoch 53 Batch 152/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.006 Epoch 53 Batch 153/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.006 Epoch 53 Batch 154/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.008 Epoch 53 Batch 155/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 53 Batch 156/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 53 Batch 157/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.006 Epoch 53 Batch 158/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 53 Batch 159/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 53 Batch 160/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.006 Epoch 53 Batch 161/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 53 Batch 162/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 53 Batch 163/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 53 Batch 164/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 53 Batch 165/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.007 Epoch 53 Batch 166/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.005 Epoch 53 Batch 167/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 53 Batch 168/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 53 Batch 169/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 53 Batch 170/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 53 Batch 171/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 53 Batch 172/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.007 Epoch 53 Batch 173/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 53 Batch 174/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 53 Batch 175/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 53 Batch 176/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 53 Batch 177/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.006 Epoch 53 Batch 178/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.005 Epoch 53 Batch 179/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.005 Epoch 53 Batch 180/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 53 Batch 181/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 53 Batch 182/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 53 Batch 183/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.005 Epoch 53 Batch 184/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.008 Epoch 53 Batch 185/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.008 Epoch 53 Batch 186/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 53 Batch 187/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.004 Epoch 53 Batch 188/269 - Train Accuracy: 0.981, Validation Accuracy: 0.960, Loss: 0.005 Epoch 53 Batch 189/269 - Train Accuracy: 0.982, Validation Accuracy: 0.961, Loss: 0.006 Epoch 53 Batch 190/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.006 Epoch 53 Batch 191/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.005 Epoch 53 Batch 192/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.005 Epoch 53 Batch 193/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.005 Epoch 53 Batch 194/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.007 Epoch 53 Batch 195/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.005 Epoch 53 Batch 196/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.005 Epoch 53 Batch 197/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.006 Epoch 53 Batch 198/269 - Train Accuracy: 0.980, Validation Accuracy: 0.959, Loss: 0.005 Epoch 53 Batch 199/269 - Train Accuracy: 0.975, Validation Accuracy: 0.955, Loss: 0.006 Epoch 53 Batch 200/269 - Train Accuracy: 0.985, Validation Accuracy: 0.957, Loss: 0.006 Epoch 53 Batch 201/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.007 Epoch 53 Batch 202/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.006 Epoch 53 Batch 203/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.007 Epoch 53 Batch 204/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.005 Epoch 53 Batch 205/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.005 Epoch 53 Batch 206/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.006 Epoch 53 Batch 207/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.005 Epoch 53 Batch 208/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 53 Batch 209/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.006 Epoch 53 Batch 210/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.004 Epoch 53 Batch 211/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 53 Batch 212/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 53 Batch 213/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 53 Batch 214/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 53 Batch 215/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 53 Batch 216/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.010 Epoch 53 Batch 217/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.006 Epoch 53 Batch 218/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.004 Epoch 53 Batch 219/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.005 Epoch 53 Batch 220/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.006 Epoch 53 Batch 221/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 53 Batch 222/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 53 Batch 223/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.005 Epoch 53 Batch 224/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.007 Epoch 53 Batch 225/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.005 Epoch 53 Batch 226/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.005 Epoch 53 Batch 227/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.009 Epoch 53 Batch 228/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.005 Epoch 53 Batch 229/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 53 Batch 230/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.005 Epoch 53 Batch 231/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.006 Epoch 53 Batch 232/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 53 Batch 233/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.006 Epoch 53 Batch 234/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.006 Epoch 53 Batch 235/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.004 Epoch 53 Batch 236/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.005 Epoch 53 Batch 237/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 53 Batch 238/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.005 Epoch 53 Batch 239/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 53 Batch 240/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 53 Batch 241/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 53 Batch 242/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.005 Epoch 53 Batch 243/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.005 Epoch 53 Batch 244/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.007 Epoch 53 Batch 245/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 53 Batch 246/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 53 Batch 247/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.005 Epoch 53 Batch 248/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 53 Batch 249/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.005 Epoch 53 Batch 250/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.004 Epoch 53 Batch 251/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.004 Epoch 53 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.005 Epoch 53 Batch 253/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 53 Batch 254/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.006 Epoch 53 Batch 255/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.006 Epoch 53 Batch 256/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.005 Epoch 53 Batch 257/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 53 Batch 258/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.007 Epoch 53 Batch 259/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.007 Epoch 53 Batch 260/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.006 Epoch 53 Batch 261/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 53 Batch 262/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.006 Epoch 53 Batch 263/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 53 Batch 264/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 53 Batch 265/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 53 Batch 266/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.005 Epoch 53 Batch 267/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 54 Batch 0/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 54 Batch 1/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 54 Batch 2/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 54 Batch 3/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.005 Epoch 54 Batch 4/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.005 Epoch 54 Batch 5/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 54 Batch 6/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.005 Epoch 54 Batch 7/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.006 Epoch 54 Batch 8/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.008 Epoch 54 Batch 9/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.006 Epoch 54 Batch 10/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.005 Epoch 54 Batch 11/269 - Train Accuracy: 0.974, Validation Accuracy: 0.973, Loss: 0.009 Epoch 54 Batch 12/269 - Train Accuracy: 0.979, Validation Accuracy: 0.974, Loss: 0.007 Epoch 54 Batch 13/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.004 Epoch 54 Batch 14/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.005 Epoch 54 Batch 15/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 54 Batch 16/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 54 Batch 17/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.005 Epoch 54 Batch 18/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.007 Epoch 54 Batch 19/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.006 Epoch 54 Batch 20/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.005 Epoch 54 Batch 21/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.005 Epoch 54 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.006 Epoch 54 Batch 23/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.007 Epoch 54 Batch 24/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.006 Epoch 54 Batch 25/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.005 Epoch 54 Batch 26/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.006 Epoch 54 Batch 27/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.007 Epoch 54 Batch 28/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.005 Epoch 54 Batch 29/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 54 Batch 30/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 54 Batch 31/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.005 Epoch 54 Batch 32/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.004 Epoch 54 Batch 33/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.004 Epoch 54 Batch 34/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.004 Epoch 54 Batch 35/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.010 Epoch 54 Batch 36/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.005 Epoch 54 Batch 37/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 54 Batch 38/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.004 Epoch 54 Batch 39/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.005 Epoch 54 Batch 40/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.006 Epoch 54 Batch 41/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 54 Batch 42/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.005 Epoch 54 Batch 43/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 54 Batch 44/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.007 Epoch 54 Batch 45/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 54 Batch 46/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.005 Epoch 54 Batch 47/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.005 Epoch 54 Batch 48/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 54 Batch 49/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.004 Epoch 54 Batch 50/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 54 Batch 51/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.005 Epoch 54 Batch 52/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 54 Batch 53/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.005 Epoch 54 Batch 54/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.007 Epoch 54 Batch 55/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.006 Epoch 54 Batch 56/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.005 Epoch 54 Batch 57/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.006 Epoch 54 Batch 58/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 54 Batch 59/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 54 Batch 60/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 54 Batch 61/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 54 Batch 62/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.006 Epoch 54 Batch 63/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 54 Batch 64/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.005 Epoch 54 Batch 65/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.005 Epoch 54 Batch 66/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.006 Epoch 54 Batch 67/269 - Train Accuracy: 0.976, Validation Accuracy: 0.973, Loss: 0.009 Epoch 54 Batch 68/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.005 Epoch 54 Batch 69/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 54 Batch 70/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.006 Epoch 54 Batch 71/269 - Train Accuracy: 0.975, Validation Accuracy: 0.973, Loss: 0.009 Epoch 54 Batch 72/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 54 Batch 73/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 54 Batch 74/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.006 Epoch 54 Batch 75/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.007 Epoch 54 Batch 76/269 - Train Accuracy: 0.977, Validation Accuracy: 0.955, Loss: 0.006 Epoch 54 Batch 77/269 - Train Accuracy: 0.975, Validation Accuracy: 0.950, Loss: 0.006 Epoch 54 Batch 78/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.008 Epoch 54 Batch 79/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 54 Batch 80/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.005 Epoch 54 Batch 81/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.006 Epoch 54 Batch 82/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.005 Epoch 54 Batch 83/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 54 Batch 84/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 54 Batch 85/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 54 Batch 86/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.006 Epoch 54 Batch 87/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.005 Epoch 54 Batch 88/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.007 Epoch 54 Batch 89/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.006 Epoch 54 Batch 90/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.006 Epoch 54 Batch 91/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.005 Epoch 54 Batch 92/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 54 Batch 93/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.006 Epoch 54 Batch 94/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 54 Batch 95/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 54 Batch 96/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 54 Batch 97/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.006 Epoch 54 Batch 98/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.006 Epoch 54 Batch 99/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.006 Epoch 54 Batch 100/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 54 Batch 101/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.010 Epoch 54 Batch 102/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.006 Epoch 54 Batch 103/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 54 Batch 104/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 54 Batch 105/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.006 Epoch 54 Batch 106/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.006 Epoch 54 Batch 107/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.007 Epoch 54 Batch 108/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.005 Epoch 54 Batch 109/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.006 Epoch 54 Batch 110/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.005 Epoch 54 Batch 111/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 54 Batch 112/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.006 Epoch 54 Batch 113/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 54 Batch 114/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 54 Batch 115/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.005 Epoch 54 Batch 116/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.005 Epoch 54 Batch 117/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.005 Epoch 54 Batch 118/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.005 Epoch 54 Batch 119/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.006 Epoch 54 Batch 120/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 54 Batch 121/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.005 Epoch 54 Batch 122/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 54 Batch 123/269 - Train Accuracy: 0.967, Validation Accuracy: 0.973, Loss: 0.007 Epoch 54 Batch 124/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.006 Epoch 54 Batch 125/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.005 Epoch 54 Batch 126/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.006 Epoch 54 Batch 127/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.006 Epoch 54 Batch 128/269 - Train Accuracy: 0.980, Validation Accuracy: 0.959, Loss: 0.004 Epoch 54 Batch 129/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.006 Epoch 54 Batch 130/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.008 Epoch 54 Batch 131/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 54 Batch 132/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.007 Epoch 54 Batch 133/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.006 Epoch 54 Batch 134/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 54 Batch 135/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 54 Batch 136/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 54 Batch 137/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.008 Epoch 54 Batch 138/269 - Train Accuracy: 0.981, Validation Accuracy: 0.961, Loss: 0.005 Epoch 54 Batch 139/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.004 Epoch 54 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 54 Batch 141/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.006 Epoch 54 Batch 142/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 54 Batch 143/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 54 Batch 144/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.005 Epoch 54 Batch 145/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.007 Epoch 54 Batch 146/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.006 Epoch 54 Batch 147/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.007 Epoch 54 Batch 148/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.006 Epoch 54 Batch 149/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.007 Epoch 54 Batch 150/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.007 Epoch 54 Batch 151/269 - Train Accuracy: 0.977, Validation Accuracy: 0.955, Loss: 0.007 Epoch 54 Batch 152/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.007 Epoch 54 Batch 153/269 - Train Accuracy: 0.981, Validation Accuracy: 0.961, Loss: 0.006 Epoch 54 Batch 154/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.006 Epoch 54 Batch 155/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.006 Epoch 54 Batch 156/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 54 Batch 157/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.006 Epoch 54 Batch 158/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.007 Epoch 54 Batch 159/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.007 Epoch 54 Batch 160/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.005 Epoch 54 Batch 161/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.006 Epoch 54 Batch 162/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 54 Batch 163/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.005 Epoch 54 Batch 164/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.007 Epoch 54 Batch 165/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.009 Epoch 54 Batch 166/269 - Train Accuracy: 0.977, Validation Accuracy: 0.957, Loss: 0.007 Epoch 54 Batch 167/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.007 Epoch 54 Batch 168/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.006 Epoch 54 Batch 169/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.006 Epoch 54 Batch 170/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 54 Batch 171/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 54 Batch 172/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 54 Batch 173/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 54 Batch 174/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 54 Batch 175/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 54 Batch 176/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.006 Epoch 54 Batch 177/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 54 Batch 178/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.006 Epoch 54 Batch 179/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 54 Batch 180/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.005 Epoch 54 Batch 181/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.007 Epoch 54 Batch 182/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.006 Epoch 54 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.005 Epoch 54 Batch 184/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.007 Epoch 54 Batch 185/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.006 Epoch 54 Batch 186/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 54 Batch 187/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.005 Epoch 54 Batch 188/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.005 Epoch 54 Batch 189/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.005 Epoch 54 Batch 190/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.005 Epoch 54 Batch 191/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.005 Epoch 54 Batch 192/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.005 Epoch 54 Batch 193/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.005 Epoch 54 Batch 194/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.005 Epoch 54 Batch 195/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 54 Batch 196/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 54 Batch 197/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.006 Epoch 54 Batch 198/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.005 Epoch 54 Batch 199/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 54 Batch 200/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.005 Epoch 54 Batch 201/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 54 Batch 202/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.006 Epoch 54 Batch 203/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.007 Epoch 54 Batch 204/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.005 Epoch 54 Batch 205/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.005 Epoch 54 Batch 206/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.006 Epoch 54 Batch 207/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.006 Epoch 54 Batch 208/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 54 Batch 209/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 54 Batch 210/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.004 Epoch 54 Batch 211/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.005 Epoch 54 Batch 212/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.011 Epoch 54 Batch 213/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.006 Epoch 54 Batch 214/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 54 Batch 215/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 54 Batch 216/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 54 Batch 217/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 54 Batch 218/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.004 Epoch 54 Batch 219/269 - Train Accuracy: 0.982, Validation Accuracy: 0.960, Loss: 0.005 Epoch 54 Batch 220/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.006 Epoch 54 Batch 221/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.007 Epoch 54 Batch 222/269 - Train Accuracy: 0.982, Validation Accuracy: 0.961, Loss: 0.005 Epoch 54 Batch 223/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.006 Epoch 54 Batch 224/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 54 Batch 225/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.005 Epoch 54 Batch 226/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.006 Epoch 54 Batch 227/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.009 Epoch 54 Batch 228/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.004 Epoch 54 Batch 229/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.005 Epoch 54 Batch 230/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 54 Batch 231/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.007 Epoch 54 Batch 232/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.007 Epoch 54 Batch 233/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.006 Epoch 54 Batch 234/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 54 Batch 235/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.004 Epoch 54 Batch 236/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.004 Epoch 54 Batch 237/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.006 Epoch 54 Batch 238/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.005 Epoch 54 Batch 239/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 54 Batch 240/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 54 Batch 241/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 54 Batch 242/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.005 Epoch 54 Batch 243/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.004 Epoch 54 Batch 244/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.006 Epoch 54 Batch 245/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.005 Epoch 54 Batch 246/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.006 Epoch 54 Batch 247/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.004 Epoch 54 Batch 248/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.005 Epoch 54 Batch 249/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.005 Epoch 54 Batch 250/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 54 Batch 251/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 54 Batch 252/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.005 Epoch 54 Batch 253/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.006 Epoch 54 Batch 254/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 54 Batch 255/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.007 Epoch 54 Batch 256/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.005 Epoch 54 Batch 257/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 54 Batch 258/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.005 Epoch 54 Batch 259/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 54 Batch 260/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.006 Epoch 54 Batch 261/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.005 Epoch 54 Batch 262/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 54 Batch 263/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 54 Batch 264/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.006 Epoch 54 Batch 265/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 54 Batch 266/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.004 Epoch 54 Batch 267/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 55 Batch 0/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.006 Epoch 55 Batch 1/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.006 Epoch 55 Batch 2/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 55 Batch 3/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.005 Epoch 55 Batch 4/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.004 Epoch 55 Batch 5/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.006 Epoch 55 Batch 6/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.005 Epoch 55 Batch 7/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.007 Epoch 55 Batch 8/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.007 Epoch 55 Batch 9/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.006 Epoch 55 Batch 10/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.004 Epoch 55 Batch 11/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.007 Epoch 55 Batch 12/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 55 Batch 13/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.005 Epoch 55 Batch 14/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.007 Epoch 55 Batch 15/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.005 Epoch 55 Batch 16/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 55 Batch 17/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 55 Batch 18/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 55 Batch 19/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.005 Epoch 55 Batch 20/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 55 Batch 21/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 55 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.973, Loss: 0.006 Epoch 55 Batch 23/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.007 Epoch 55 Batch 24/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 55 Batch 25/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.005 Epoch 55 Batch 26/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.005 Epoch 55 Batch 27/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.005 Epoch 55 Batch 28/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.005 Epoch 55 Batch 29/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 55 Batch 30/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 55 Batch 31/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 55 Batch 32/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.004 Epoch 55 Batch 33/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.004 Epoch 55 Batch 34/269 - Train Accuracy: 0.979, Validation Accuracy: 0.974, Loss: 0.004 Epoch 55 Batch 35/269 - Train Accuracy: 0.975, Validation Accuracy: 0.975, Loss: 0.010 Epoch 55 Batch 36/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.005 Epoch 55 Batch 37/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.006 Epoch 55 Batch 38/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.004 Epoch 55 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 55 Batch 40/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.006 Epoch 55 Batch 41/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.006 Epoch 55 Batch 42/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.005 Epoch 55 Batch 43/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.005 Epoch 55 Batch 44/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 55 Batch 45/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.005 Epoch 55 Batch 46/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.004 Epoch 55 Batch 47/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.005 Epoch 55 Batch 48/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.005 Epoch 55 Batch 49/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.004 Epoch 55 Batch 50/269 - Train Accuracy: 0.977, Validation Accuracy: 0.974, Loss: 0.006 Epoch 55 Batch 51/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.004 Epoch 55 Batch 52/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 55 Batch 53/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 55 Batch 54/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.006 Epoch 55 Batch 55/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 55 Batch 56/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.004 Epoch 55 Batch 57/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.006 Epoch 55 Batch 58/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.005 Epoch 55 Batch 59/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 55 Batch 60/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 55 Batch 61/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.006 Epoch 55 Batch 62/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.006 Epoch 55 Batch 63/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.006 Epoch 55 Batch 64/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.004 Epoch 55 Batch 65/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.005 Epoch 55 Batch 66/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 55 Batch 67/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 55 Batch 68/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.005 Epoch 55 Batch 69/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 55 Batch 70/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.005 Epoch 55 Batch 71/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 55 Batch 72/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.005 Epoch 55 Batch 73/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.006 Epoch 55 Batch 74/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.005 Epoch 55 Batch 75/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 55 Batch 76/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.004 Epoch 55 Batch 77/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.005 Epoch 55 Batch 78/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.005 Epoch 55 Batch 79/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.007 Epoch 55 Batch 80/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.005 Epoch 55 Batch 81/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 55 Batch 82/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.004 Epoch 55 Batch 83/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.007 Epoch 55 Batch 84/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.006 Epoch 55 Batch 85/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 55 Batch 86/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.004 Epoch 55 Batch 87/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.005 Epoch 55 Batch 88/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.006 Epoch 55 Batch 89/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.006 Epoch 55 Batch 90/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.005 Epoch 55 Batch 91/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 55 Batch 92/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.005 Epoch 55 Batch 93/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.005 Epoch 55 Batch 94/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 55 Batch 95/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.006 Epoch 55 Batch 96/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.006 Epoch 55 Batch 97/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.006 Epoch 55 Batch 98/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.006 Epoch 55 Batch 99/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 55 Batch 100/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.007 Epoch 55 Batch 101/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.009 Epoch 55 Batch 102/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.005 Epoch 55 Batch 103/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 55 Batch 104/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.006 Epoch 55 Batch 105/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 55 Batch 106/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.006 Epoch 55 Batch 107/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.006 Epoch 55 Batch 108/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.005 Epoch 55 Batch 109/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.005 Epoch 55 Batch 110/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.004 Epoch 55 Batch 111/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.006 Epoch 55 Batch 112/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.006 Epoch 55 Batch 113/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.005 Epoch 55 Batch 114/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.005 Epoch 55 Batch 115/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.005 Epoch 55 Batch 116/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 55 Batch 117/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.005 Epoch 55 Batch 118/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.006 Epoch 55 Batch 119/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.006 Epoch 55 Batch 120/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.006 Epoch 55 Batch 121/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.004 Epoch 55 Batch 122/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 55 Batch 123/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.008 Epoch 55 Batch 124/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.005 Epoch 55 Batch 125/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.004 Epoch 55 Batch 126/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.005 Epoch 55 Batch 127/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.006 Epoch 55 Batch 128/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.005 Epoch 55 Batch 129/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.006 Epoch 55 Batch 130/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 55 Batch 131/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.007 Epoch 55 Batch 132/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.006 Epoch 55 Batch 133/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.006 Epoch 55 Batch 134/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.006 Epoch 55 Batch 135/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.005 Epoch 55 Batch 136/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.006 Epoch 55 Batch 137/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 55 Batch 138/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.004 Epoch 55 Batch 139/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.005 Epoch 55 Batch 140/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 55 Batch 141/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.005 Epoch 55 Batch 142/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.006 Epoch 55 Batch 143/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.006 Epoch 55 Batch 144/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.005 Epoch 55 Batch 145/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.005 Epoch 55 Batch 146/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.005 Epoch 55 Batch 147/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.006 Epoch 55 Batch 148/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.006 Epoch 55 Batch 149/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.007 Epoch 55 Batch 150/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.006 Epoch 55 Batch 151/269 - Train Accuracy: 0.980, Validation Accuracy: 0.955, Loss: 0.005 Epoch 55 Batch 152/269 - Train Accuracy: 0.978, Validation Accuracy: 0.958, Loss: 0.006 Epoch 55 Batch 153/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.006 Epoch 55 Batch 154/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 55 Batch 155/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.006 Epoch 55 Batch 156/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.005 Epoch 55 Batch 157/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 55 Batch 158/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 55 Batch 159/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.005 Epoch 55 Batch 160/269 - Train Accuracy: 0.980, Validation Accuracy: 0.958, Loss: 0.005 Epoch 55 Batch 161/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 55 Batch 162/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.005 Epoch 55 Batch 163/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.005 Epoch 55 Batch 164/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.004 Epoch 55 Batch 165/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 55 Batch 166/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.005 Epoch 55 Batch 167/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.005 Epoch 55 Batch 168/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.005 Epoch 55 Batch 169/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.004 Epoch 55 Batch 170/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 55 Batch 171/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 55 Batch 172/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.006 Epoch 55 Batch 173/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.005 Epoch 55 Batch 174/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.005 Epoch 55 Batch 175/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 55 Batch 176/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.005 Epoch 55 Batch 177/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.006 Epoch 55 Batch 178/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 55 Batch 179/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 55 Batch 180/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.005 Epoch 55 Batch 181/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.006 Epoch 55 Batch 182/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 55 Batch 183/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.005 Epoch 55 Batch 184/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.006 Epoch 55 Batch 185/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.006 Epoch 55 Batch 186/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.005 Epoch 55 Batch 187/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.005 Epoch 55 Batch 188/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.004 Epoch 55 Batch 189/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.005 Epoch 55 Batch 190/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.007 Epoch 55 Batch 191/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.006 Epoch 55 Batch 192/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.005 Epoch 55 Batch 193/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.006 Epoch 55 Batch 194/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.005 Epoch 55 Batch 195/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.006 Epoch 55 Batch 196/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 55 Batch 197/269 - Train Accuracy: 0.981, Validation Accuracy: 0.961, Loss: 0.006 Epoch 55 Batch 198/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.005 Epoch 55 Batch 199/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.006 Epoch 55 Batch 200/269 - Train Accuracy: 0.984, Validation Accuracy: 0.962, Loss: 0.005 Epoch 55 Batch 201/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.006 Epoch 55 Batch 202/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.005 Epoch 55 Batch 203/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 55 Batch 204/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.006 Epoch 55 Batch 205/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.005 Epoch 55 Batch 206/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.006 Epoch 55 Batch 207/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 55 Batch 208/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 55 Batch 209/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 55 Batch 210/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.004 Epoch 55 Batch 211/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.005 Epoch 55 Batch 212/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 55 Batch 213/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 55 Batch 214/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 55 Batch 215/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.006 Epoch 55 Batch 216/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 55 Batch 217/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.006 Epoch 55 Batch 218/269 - Train Accuracy: 0.987, Validation Accuracy: 0.957, Loss: 0.004 Epoch 55 Batch 219/269 - Train Accuracy: 0.980, Validation Accuracy: 0.955, Loss: 0.006 Epoch 55 Batch 220/269 - Train Accuracy: 0.971, Validation Accuracy: 0.954, Loss: 0.007 Epoch 55 Batch 221/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.007 Epoch 55 Batch 222/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.004 Epoch 55 Batch 223/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.005 Epoch 55 Batch 224/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.007 Epoch 55 Batch 225/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.006 Epoch 55 Batch 226/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.005 Epoch 55 Batch 227/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.009 Epoch 55 Batch 228/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.005 Epoch 55 Batch 229/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.005 Epoch 55 Batch 230/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.005 Epoch 55 Batch 231/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.006 Epoch 55 Batch 232/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.007 Epoch 55 Batch 233/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 55 Batch 234/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.005 Epoch 55 Batch 235/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 55 Batch 236/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.004 Epoch 55 Batch 237/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.006 Epoch 55 Batch 238/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 55 Batch 239/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 55 Batch 240/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.006 Epoch 55 Batch 241/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.007 Epoch 55 Batch 242/269 - Train Accuracy: 0.979, Validation Accuracy: 0.974, Loss: 0.005 Epoch 55 Batch 243/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.004 Epoch 55 Batch 244/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 55 Batch 245/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 55 Batch 246/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 55 Batch 247/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.005 Epoch 55 Batch 248/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.005 Epoch 55 Batch 249/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 55 Batch 250/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.005 Epoch 55 Batch 251/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.005 Epoch 55 Batch 252/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.005 Epoch 55 Batch 253/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 55 Batch 254/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.005 Epoch 55 Batch 255/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.007 Epoch 55 Batch 256/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.005 Epoch 55 Batch 257/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 55 Batch 258/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.005 Epoch 55 Batch 259/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 55 Batch 260/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.005 Epoch 55 Batch 261/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.005 Epoch 55 Batch 262/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.007 Epoch 55 Batch 263/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.005 Epoch 55 Batch 264/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.005 Epoch 55 Batch 265/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.006 Epoch 55 Batch 266/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.004 Epoch 55 Batch 267/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 56 Batch 0/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 56 Batch 1/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.006 Epoch 56 Batch 2/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 56 Batch 3/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.005 Epoch 56 Batch 4/269 - Train Accuracy: 0.981, Validation Accuracy: 0.959, Loss: 0.004 Epoch 56 Batch 5/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.005 Epoch 56 Batch 6/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 56 Batch 7/269 - Train Accuracy: 0.975, Validation Accuracy: 0.974, Loss: 0.005 Epoch 56 Batch 8/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.007 Epoch 56 Batch 9/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.006 Epoch 56 Batch 10/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.005 Epoch 56 Batch 11/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 56 Batch 12/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 56 Batch 13/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.004 Epoch 56 Batch 14/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.006 Epoch 56 Batch 15/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.005 Epoch 56 Batch 16/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 56 Batch 17/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.004 Epoch 56 Batch 18/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 56 Batch 19/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.005 Epoch 56 Batch 20/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.005 Epoch 56 Batch 21/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 56 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.006 Epoch 56 Batch 23/269 - Train Accuracy: 0.975, Validation Accuracy: 0.973, Loss: 0.007 Epoch 56 Batch 24/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.005 Epoch 56 Batch 25/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.005 Epoch 56 Batch 26/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.005 Epoch 56 Batch 27/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.006 Epoch 56 Batch 28/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.005 Epoch 56 Batch 29/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.007 Epoch 56 Batch 30/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.007 Epoch 56 Batch 31/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.004 Epoch 56 Batch 32/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.004 Epoch 56 Batch 33/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.004 Epoch 56 Batch 34/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.004 Epoch 56 Batch 35/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.010 Epoch 56 Batch 36/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.006 Epoch 56 Batch 37/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.006 Epoch 56 Batch 38/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.004 Epoch 56 Batch 39/269 - Train Accuracy: 0.981, Validation Accuracy: 0.958, Loss: 0.003 Epoch 56 Batch 40/269 - Train Accuracy: 0.979, Validation Accuracy: 0.956, Loss: 0.006 Epoch 56 Batch 41/269 - Train Accuracy: 0.976, Validation Accuracy: 0.957, Loss: 0.006 Epoch 56 Batch 42/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.005 Epoch 56 Batch 43/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.005 Epoch 56 Batch 44/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 56 Batch 45/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 56 Batch 46/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 56 Batch 47/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.004 Epoch 56 Batch 48/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.006 Epoch 56 Batch 49/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.004 Epoch 56 Batch 50/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.006 Epoch 56 Batch 51/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.004 Epoch 56 Batch 52/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.004 Epoch 56 Batch 53/269 - Train Accuracy: 0.984, Validation Accuracy: 0.962, Loss: 0.004 Epoch 56 Batch 54/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.005 Epoch 56 Batch 55/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 56 Batch 56/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.005 Epoch 56 Batch 57/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.005 Epoch 56 Batch 58/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.005 Epoch 56 Batch 59/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 56 Batch 60/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 56 Batch 61/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 56 Batch 62/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 56 Batch 63/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 56 Batch 64/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 56 Batch 65/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.005 Epoch 56 Batch 66/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.005 Epoch 56 Batch 67/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 56 Batch 68/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 56 Batch 69/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 56 Batch 70/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 56 Batch 71/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 56 Batch 72/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.005 Epoch 56 Batch 73/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.007 Epoch 56 Batch 74/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.004 Epoch 56 Batch 75/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.005 Epoch 56 Batch 76/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.005 Epoch 56 Batch 77/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 56 Batch 78/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.005 Epoch 56 Batch 79/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.005 Epoch 56 Batch 80/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.005 Epoch 56 Batch 81/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.005 Epoch 56 Batch 82/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 56 Batch 83/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.008 Epoch 56 Batch 84/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.005 Epoch 56 Batch 85/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 56 Batch 86/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 56 Batch 87/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 56 Batch 88/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.005 Epoch 56 Batch 89/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.006 Epoch 56 Batch 90/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.005 Epoch 56 Batch 91/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.004 Epoch 56 Batch 92/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.004 Epoch 56 Batch 93/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.004 Epoch 56 Batch 94/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.005 Epoch 56 Batch 95/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.005 Epoch 56 Batch 96/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.005 Epoch 56 Batch 97/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 56 Batch 98/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.006 Epoch 56 Batch 99/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.005 Epoch 56 Batch 100/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.006 Epoch 56 Batch 101/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 56 Batch 102/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.004 Epoch 56 Batch 103/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.006 Epoch 56 Batch 104/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.005 Epoch 56 Batch 105/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.005 Epoch 56 Batch 106/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.005 Epoch 56 Batch 107/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.005 Epoch 56 Batch 108/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.005 Epoch 56 Batch 109/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.005 Epoch 56 Batch 110/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.004 Epoch 56 Batch 111/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.005 Epoch 56 Batch 112/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.005 Epoch 56 Batch 113/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.006 Epoch 56 Batch 114/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.005 Epoch 56 Batch 115/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.005 Epoch 56 Batch 116/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.005 Epoch 56 Batch 117/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.005 Epoch 56 Batch 118/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.006 Epoch 56 Batch 119/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.006 Epoch 56 Batch 120/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.005 Epoch 56 Batch 121/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.004 Epoch 56 Batch 122/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.006 Epoch 56 Batch 123/269 - Train Accuracy: 0.962, Validation Accuracy: 0.965, Loss: 0.006 Epoch 56 Batch 124/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.005 Epoch 56 Batch 125/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.004 Epoch 56 Batch 126/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.005 Epoch 56 Batch 127/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.006 Epoch 56 Batch 128/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.005 Epoch 56 Batch 129/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.005 Epoch 56 Batch 130/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.007 Epoch 56 Batch 131/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 56 Batch 132/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.006 Epoch 56 Batch 133/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 56 Batch 134/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.005 Epoch 56 Batch 135/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.005 Epoch 56 Batch 136/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.005 Epoch 56 Batch 137/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 56 Batch 138/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.004 Epoch 56 Batch 139/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.006 Epoch 56 Batch 140/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 56 Batch 141/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.005 Epoch 56 Batch 142/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 56 Batch 143/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.005 Epoch 56 Batch 144/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.005 Epoch 56 Batch 145/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.005 Epoch 56 Batch 146/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.005 Epoch 56 Batch 147/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.007 Epoch 56 Batch 148/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.005 Epoch 56 Batch 149/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 56 Batch 150/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.006 Epoch 56 Batch 151/269 - Train Accuracy: 0.982, Validation Accuracy: 0.957, Loss: 0.005 Epoch 56 Batch 152/269 - Train Accuracy: 0.978, Validation Accuracy: 0.957, Loss: 0.005 Epoch 56 Batch 153/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.005 Epoch 56 Batch 154/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.005 Epoch 56 Batch 155/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.005 Epoch 56 Batch 156/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 56 Batch 157/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.006 Epoch 56 Batch 158/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.005 Epoch 56 Batch 159/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.005 Epoch 56 Batch 160/269 - Train Accuracy: 0.981, Validation Accuracy: 0.959, Loss: 0.005 Epoch 56 Batch 161/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.005 Epoch 56 Batch 162/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 56 Batch 163/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.005 Epoch 56 Batch 164/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.004 Epoch 56 Batch 165/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.005 Epoch 56 Batch 166/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.005 Epoch 56 Batch 167/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.005 Epoch 56 Batch 168/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.005 Epoch 56 Batch 169/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.004 Epoch 56 Batch 170/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.006 Epoch 56 Batch 171/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 56 Batch 172/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.006 Epoch 56 Batch 173/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.005 Epoch 56 Batch 174/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 56 Batch 175/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 56 Batch 176/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 56 Batch 177/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 56 Batch 178/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.005 Epoch 56 Batch 179/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.004 Epoch 56 Batch 180/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.005 Epoch 56 Batch 181/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.005 Epoch 56 Batch 182/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.005 Epoch 56 Batch 183/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.005 Epoch 56 Batch 184/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.006 Epoch 56 Batch 185/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.005 Epoch 56 Batch 186/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.005 Epoch 56 Batch 187/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.005 Epoch 56 Batch 188/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.004 Epoch 56 Batch 189/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.005 Epoch 56 Batch 190/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.005 Epoch 56 Batch 191/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.005 Epoch 56 Batch 192/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.004 Epoch 56 Batch 193/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.004 Epoch 56 Batch 194/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.005 Epoch 56 Batch 195/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.004 Epoch 56 Batch 196/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.006 Epoch 56 Batch 197/269 - Train Accuracy: 0.980, Validation Accuracy: 0.959, Loss: 0.005 Epoch 56 Batch 198/269 - Train Accuracy: 0.981, Validation Accuracy: 0.958, Loss: 0.004 Epoch 56 Batch 199/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.005 Epoch 56 Batch 200/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.004 Epoch 56 Batch 201/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 56 Batch 202/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.005 Epoch 56 Batch 203/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 56 Batch 204/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.004 Epoch 56 Batch 205/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.004 Epoch 56 Batch 206/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.005 Epoch 56 Batch 207/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.004 Epoch 56 Batch 208/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.005 Epoch 56 Batch 209/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.006 Epoch 56 Batch 210/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.004 Epoch 56 Batch 211/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.005 Epoch 56 Batch 212/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 56 Batch 213/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.005 Epoch 56 Batch 214/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.005 Epoch 56 Batch 215/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.005 Epoch 56 Batch 216/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 56 Batch 217/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.006 Epoch 56 Batch 218/269 - Train Accuracy: 0.986, Validation Accuracy: 0.962, Loss: 0.003 Epoch 56 Batch 219/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.005 Epoch 56 Batch 220/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 56 Batch 221/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.006 Epoch 56 Batch 222/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.004 Epoch 56 Batch 223/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.005 Epoch 56 Batch 224/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.008 Epoch 56 Batch 225/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.005 Epoch 56 Batch 226/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.005 Epoch 56 Batch 227/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 56 Batch 228/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 56 Batch 229/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.005 Epoch 56 Batch 230/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.005 Epoch 56 Batch 231/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.006 Epoch 56 Batch 232/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.006 Epoch 56 Batch 233/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.006 Epoch 56 Batch 234/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.006 Epoch 56 Batch 235/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.004 Epoch 56 Batch 236/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.004 Epoch 56 Batch 237/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.005 Epoch 56 Batch 238/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.005 Epoch 56 Batch 239/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.006 Epoch 56 Batch 240/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.007 Epoch 56 Batch 241/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.005 Epoch 56 Batch 242/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.005 Epoch 56 Batch 243/269 - Train Accuracy: 0.982, Validation Accuracy: 0.975, Loss: 0.004 Epoch 56 Batch 244/269 - Train Accuracy: 0.975, Validation Accuracy: 0.973, Loss: 0.006 Epoch 56 Batch 245/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.005 Epoch 56 Batch 246/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.006 Epoch 56 Batch 247/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.004 Epoch 56 Batch 248/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.005 Epoch 56 Batch 249/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 56 Batch 250/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.005 Epoch 56 Batch 251/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.004 Epoch 56 Batch 252/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.006 Epoch 56 Batch 253/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.006 Epoch 56 Batch 254/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.005 Epoch 56 Batch 255/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.006 Epoch 56 Batch 256/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 56 Batch 257/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 56 Batch 258/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.004 Epoch 56 Batch 259/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 56 Batch 260/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.005 Epoch 56 Batch 261/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.005 Epoch 56 Batch 262/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.007 Epoch 56 Batch 263/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.005 Epoch 56 Batch 264/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 56 Batch 265/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.005 Epoch 56 Batch 266/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.004 Epoch 56 Batch 267/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.005 Epoch 57 Batch 0/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 57 Batch 1/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.005 Epoch 57 Batch 2/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.005 Epoch 57 Batch 3/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.005 Epoch 57 Batch 4/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 57 Batch 5/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.005 Epoch 57 Batch 6/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.004 Epoch 57 Batch 7/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.005 Epoch 57 Batch 8/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.006 Epoch 57 Batch 9/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.006 Epoch 57 Batch 10/269 - Train Accuracy: 0.976, Validation Accuracy: 0.973, Loss: 0.004 Epoch 57 Batch 11/269 - Train Accuracy: 0.975, Validation Accuracy: 0.974, Loss: 0.007 Epoch 57 Batch 12/269 - Train Accuracy: 0.975, Validation Accuracy: 0.973, Loss: 0.006 Epoch 57 Batch 13/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.004 Epoch 57 Batch 14/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 57 Batch 15/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.004 Epoch 57 Batch 16/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.006 Epoch 57 Batch 17/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.005 Epoch 57 Batch 18/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 57 Batch 19/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 57 Batch 20/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.005 Epoch 57 Batch 21/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.004 Epoch 57 Batch 22/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.006 Epoch 57 Batch 23/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.006 Epoch 57 Batch 24/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.004 Epoch 57 Batch 25/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.006 Epoch 57 Batch 26/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.004 Epoch 57 Batch 27/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.005 Epoch 57 Batch 28/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.005 Epoch 57 Batch 29/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.005 Epoch 57 Batch 30/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.006 Epoch 57 Batch 31/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 57 Batch 32/269 - Train Accuracy: 0.980, Validation Accuracy: 0.974, Loss: 0.003 Epoch 57 Batch 33/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.003 Epoch 57 Batch 34/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 57 Batch 35/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.010 Epoch 57 Batch 36/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.005 Epoch 57 Batch 37/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.005 Epoch 57 Batch 38/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.005 Epoch 57 Batch 39/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 57 Batch 40/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 57 Batch 41/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 57 Batch 42/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 57 Batch 43/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.005 Epoch 57 Batch 44/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.006 Epoch 57 Batch 45/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.005 Epoch 57 Batch 46/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.004 Epoch 57 Batch 47/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.004 Epoch 57 Batch 48/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 57 Batch 49/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.004 Epoch 57 Batch 50/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.006 Epoch 57 Batch 51/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 57 Batch 52/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 57 Batch 53/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.004 Epoch 57 Batch 54/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.005 Epoch 57 Batch 55/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 57 Batch 56/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.004 Epoch 57 Batch 57/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.005 Epoch 57 Batch 58/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.005 Epoch 57 Batch 59/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 57 Batch 60/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 57 Batch 61/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.005 Epoch 57 Batch 62/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.006 Epoch 57 Batch 63/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 57 Batch 64/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.004 Epoch 57 Batch 65/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.005 Epoch 57 Batch 66/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.005 Epoch 57 Batch 67/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 57 Batch 68/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.004 Epoch 57 Batch 69/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.005 Epoch 57 Batch 70/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.005 Epoch 57 Batch 71/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 57 Batch 72/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.004 Epoch 57 Batch 73/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.005 Epoch 57 Batch 74/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.004 Epoch 57 Batch 75/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.005 Epoch 57 Batch 76/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.004 Epoch 57 Batch 77/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.005 Epoch 57 Batch 78/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.004 Epoch 57 Batch 79/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 57 Batch 80/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.005 Epoch 57 Batch 81/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 57 Batch 82/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.004 Epoch 57 Batch 83/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 57 Batch 84/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 57 Batch 85/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.004 Epoch 57 Batch 86/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 57 Batch 87/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.005 Epoch 57 Batch 88/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.005 Epoch 57 Batch 89/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.006 Epoch 57 Batch 90/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.005 Epoch 57 Batch 91/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.004 Epoch 57 Batch 92/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.004 Epoch 57 Batch 93/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.005 Epoch 57 Batch 94/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 57 Batch 95/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.004 Epoch 57 Batch 96/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.005 Epoch 57 Batch 97/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.005 Epoch 57 Batch 98/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.005 Epoch 57 Batch 99/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.005 Epoch 57 Batch 100/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.006 Epoch 57 Batch 101/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.008 Epoch 57 Batch 102/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.005 Epoch 57 Batch 103/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 57 Batch 104/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.005 Epoch 57 Batch 105/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.005 Epoch 57 Batch 106/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 57 Batch 107/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.005 Epoch 57 Batch 108/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.005 Epoch 57 Batch 109/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 57 Batch 110/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.004 Epoch 57 Batch 111/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 57 Batch 112/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.005 Epoch 57 Batch 113/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.005 Epoch 57 Batch 114/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 57 Batch 115/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 57 Batch 116/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 57 Batch 117/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.005 Epoch 57 Batch 118/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.005 Epoch 57 Batch 119/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.006 Epoch 57 Batch 120/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 57 Batch 121/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.004 Epoch 57 Batch 122/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 57 Batch 123/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.006 Epoch 57 Batch 124/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 57 Batch 125/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.005 Epoch 57 Batch 126/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.006 Epoch 57 Batch 127/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 57 Batch 128/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 57 Batch 129/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.006 Epoch 57 Batch 130/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.006 Epoch 57 Batch 131/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 57 Batch 132/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 57 Batch 133/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.005 Epoch 57 Batch 134/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.005 Epoch 57 Batch 135/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 57 Batch 136/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 57 Batch 137/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 57 Batch 138/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.004 Epoch 57 Batch 139/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.005 Epoch 57 Batch 140/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 57 Batch 141/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.005 Epoch 57 Batch 142/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.006 Epoch 57 Batch 143/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.005 Epoch 57 Batch 144/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.005 Epoch 57 Batch 145/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 57 Batch 146/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.005 Epoch 57 Batch 147/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 57 Batch 148/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.005 Epoch 57 Batch 149/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 57 Batch 150/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.005 Epoch 57 Batch 151/269 - Train Accuracy: 0.982, Validation Accuracy: 0.959, Loss: 0.005 Epoch 57 Batch 152/269 - Train Accuracy: 0.978, Validation Accuracy: 0.959, Loss: 0.005 Epoch 57 Batch 153/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.006 Epoch 57 Batch 154/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.004 Epoch 57 Batch 155/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 57 Batch 156/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.005 Epoch 57 Batch 157/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 57 Batch 158/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.005 Epoch 57 Batch 159/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.004 Epoch 57 Batch 160/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.004 Epoch 57 Batch 161/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.004 Epoch 57 Batch 162/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.005 Epoch 57 Batch 163/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.006 Epoch 57 Batch 164/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.004 Epoch 57 Batch 165/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 57 Batch 166/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.004 Epoch 57 Batch 167/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.005 Epoch 57 Batch 168/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.004 Epoch 57 Batch 169/269 - Train Accuracy: 0.981, Validation Accuracy: 0.959, Loss: 0.004 Epoch 57 Batch 170/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.005 Epoch 57 Batch 171/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 57 Batch 172/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.005 Epoch 57 Batch 173/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.005 Epoch 57 Batch 174/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.005 Epoch 57 Batch 175/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.009 Epoch 57 Batch 176/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.005 Epoch 57 Batch 177/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.005 Epoch 57 Batch 178/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.005 Epoch 57 Batch 179/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.004 Epoch 57 Batch 180/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.004 Epoch 57 Batch 181/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.005 Epoch 57 Batch 182/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.005 Epoch 57 Batch 183/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.004 Epoch 57 Batch 184/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.007 Epoch 57 Batch 185/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.005 Epoch 57 Batch 186/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.004 Epoch 57 Batch 187/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 57 Batch 188/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 57 Batch 189/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.005 Epoch 57 Batch 190/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.005 Epoch 57 Batch 191/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.005 Epoch 57 Batch 192/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.004 Epoch 57 Batch 193/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.004 Epoch 57 Batch 194/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.004 Epoch 57 Batch 195/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.004 Epoch 57 Batch 196/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 57 Batch 197/269 - Train Accuracy: 0.979, Validation Accuracy: 0.959, Loss: 0.006 Epoch 57 Batch 198/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.005 Epoch 57 Batch 199/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.005 Epoch 57 Batch 200/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.004 Epoch 57 Batch 201/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 57 Batch 202/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 57 Batch 203/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 57 Batch 204/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.004 Epoch 57 Batch 205/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 57 Batch 206/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.005 Epoch 57 Batch 207/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.005 Epoch 57 Batch 208/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.006 Epoch 57 Batch 209/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.006 Epoch 57 Batch 210/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.004 Epoch 57 Batch 211/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.005 Epoch 57 Batch 212/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 57 Batch 213/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.005 Epoch 57 Batch 214/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.005 Epoch 57 Batch 215/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.005 Epoch 57 Batch 216/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 57 Batch 217/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.005 Epoch 57 Batch 218/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.004 Epoch 57 Batch 219/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.005 Epoch 57 Batch 220/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 57 Batch 221/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.005 Epoch 57 Batch 222/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.004 Epoch 57 Batch 223/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.005 Epoch 57 Batch 224/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.007 Epoch 57 Batch 225/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.005 Epoch 57 Batch 226/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.004 Epoch 57 Batch 227/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.008 Epoch 57 Batch 228/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.004 Epoch 57 Batch 229/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.004 Epoch 57 Batch 230/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.004 Epoch 57 Batch 231/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 57 Batch 232/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.005 Epoch 57 Batch 233/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.004 Epoch 57 Batch 234/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.005 Epoch 57 Batch 235/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.004 Epoch 57 Batch 236/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.004 Epoch 57 Batch 237/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 57 Batch 238/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 57 Batch 239/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.005 Epoch 57 Batch 240/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 57 Batch 241/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 57 Batch 242/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.005 Epoch 57 Batch 243/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.004 Epoch 57 Batch 244/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.005 Epoch 57 Batch 245/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 57 Batch 246/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.006 Epoch 57 Batch 247/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.005 Epoch 57 Batch 248/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.004 Epoch 57 Batch 249/269 - Train Accuracy: 0.983, Validation Accuracy: 0.960, Loss: 0.005 Epoch 57 Batch 250/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.004 Epoch 57 Batch 251/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.004 Epoch 57 Batch 252/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.005 Epoch 57 Batch 253/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 57 Batch 254/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.006 Epoch 57 Batch 255/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.006 Epoch 57 Batch 256/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.005 Epoch 57 Batch 257/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 57 Batch 258/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.005 Epoch 57 Batch 259/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.006 Epoch 57 Batch 260/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.005 Epoch 57 Batch 261/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.005 Epoch 57 Batch 262/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 57 Batch 263/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.005 Epoch 57 Batch 264/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.005 Epoch 57 Batch 265/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.005 Epoch 57 Batch 266/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.004 Epoch 57 Batch 267/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.005 Epoch 58 Batch 0/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.006 Epoch 58 Batch 1/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 58 Batch 2/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.006 Epoch 58 Batch 3/269 - Train Accuracy: 0.982, Validation Accuracy: 0.961, Loss: 0.004 Epoch 58 Batch 4/269 - Train Accuracy: 0.981, Validation Accuracy: 0.960, Loss: 0.004 Epoch 58 Batch 5/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.005 Epoch 58 Batch 6/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.004 Epoch 58 Batch 7/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 58 Batch 8/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.006 Epoch 58 Batch 9/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.005 Epoch 58 Batch 10/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.004 Epoch 58 Batch 11/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 58 Batch 12/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 58 Batch 13/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.004 Epoch 58 Batch 14/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.005 Epoch 58 Batch 15/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.004 Epoch 58 Batch 16/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.006 Epoch 58 Batch 17/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.004 Epoch 58 Batch 18/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.006 Epoch 58 Batch 19/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.004 Epoch 58 Batch 20/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.005 Epoch 58 Batch 21/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.004 Epoch 58 Batch 22/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.005 Epoch 58 Batch 23/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 58 Batch 24/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 58 Batch 25/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.005 Epoch 58 Batch 26/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.005 Epoch 58 Batch 27/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.005 Epoch 58 Batch 28/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.004 Epoch 58 Batch 29/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.006 Epoch 58 Batch 30/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 58 Batch 31/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.004 Epoch 58 Batch 32/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.003 Epoch 58 Batch 33/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 58 Batch 34/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.004 Epoch 58 Batch 35/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.010 Epoch 58 Batch 36/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.005 Epoch 58 Batch 37/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.005 Epoch 58 Batch 38/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.004 Epoch 58 Batch 39/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.004 Epoch 58 Batch 40/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 58 Batch 41/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.006 Epoch 58 Batch 42/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.004 Epoch 58 Batch 43/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.005 Epoch 58 Batch 44/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 58 Batch 45/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.005 Epoch 58 Batch 46/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.004 Epoch 58 Batch 47/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.005 Epoch 58 Batch 48/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.004 Epoch 58 Batch 49/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 58 Batch 50/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.005 Epoch 58 Batch 51/269 - Train Accuracy: 0.983, Validation Accuracy: 0.974, Loss: 0.004 Epoch 58 Batch 52/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.004 Epoch 58 Batch 53/269 - Train Accuracy: 0.985, Validation Accuracy: 0.974, Loss: 0.004 Epoch 58 Batch 54/269 - Train Accuracy: 0.981, Validation Accuracy: 0.975, Loss: 0.006 Epoch 58 Batch 55/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.005 Epoch 58 Batch 56/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.004 Epoch 58 Batch 57/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 58 Batch 58/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.004 Epoch 58 Batch 59/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 58 Batch 60/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.007 Epoch 58 Batch 61/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.005 Epoch 58 Batch 62/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.006 Epoch 58 Batch 63/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 58 Batch 64/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.004 Epoch 58 Batch 65/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.004 Epoch 58 Batch 66/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.005 Epoch 58 Batch 67/269 - Train Accuracy: 0.976, Validation Accuracy: 0.974, Loss: 0.006 Epoch 58 Batch 68/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.004 Epoch 58 Batch 69/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.005 Epoch 58 Batch 70/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.005 Epoch 58 Batch 71/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 58 Batch 72/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.004 Epoch 58 Batch 73/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.004 Epoch 58 Batch 74/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.004 Epoch 58 Batch 75/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.005 Epoch 58 Batch 76/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.003 Epoch 58 Batch 77/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.005 Epoch 58 Batch 78/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 58 Batch 79/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.005 Epoch 58 Batch 80/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.005 Epoch 58 Batch 81/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.005 Epoch 58 Batch 82/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 58 Batch 83/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 58 Batch 84/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.005 Epoch 58 Batch 85/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.004 Epoch 58 Batch 86/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.004 Epoch 58 Batch 87/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.004 Epoch 58 Batch 88/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.005 Epoch 58 Batch 89/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.005 Epoch 58 Batch 90/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.005 Epoch 58 Batch 91/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.005 Epoch 58 Batch 92/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.004 Epoch 58 Batch 93/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.005 Epoch 58 Batch 94/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.005 Epoch 58 Batch 95/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.005 Epoch 58 Batch 96/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.005 Epoch 58 Batch 97/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.005 Epoch 58 Batch 98/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.005 Epoch 58 Batch 99/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.004 Epoch 58 Batch 100/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.006 Epoch 58 Batch 101/269 - Train Accuracy: 0.974, Validation Accuracy: 0.973, Loss: 0.008 Epoch 58 Batch 102/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.004 Epoch 58 Batch 103/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.006 Epoch 58 Batch 104/269 - Train Accuracy: 0.982, Validation Accuracy: 0.974, Loss: 0.005 Epoch 58 Batch 105/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.005 Epoch 58 Batch 106/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.005 Epoch 58 Batch 107/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.005 Epoch 58 Batch 108/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.005 Epoch 58 Batch 109/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.005 Epoch 58 Batch 110/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.004 Epoch 58 Batch 111/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.005 Epoch 58 Batch 112/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.005 Epoch 58 Batch 113/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.005 Epoch 58 Batch 114/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.005 Epoch 58 Batch 115/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.004 Epoch 58 Batch 116/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 58 Batch 117/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.004 Epoch 58 Batch 118/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.004 Epoch 58 Batch 119/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 58 Batch 120/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.005 Epoch 58 Batch 121/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.004 Epoch 58 Batch 122/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 58 Batch 123/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.005 Epoch 58 Batch 124/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 58 Batch 125/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.004 Epoch 58 Batch 126/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.005 Epoch 58 Batch 127/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 58 Batch 128/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.004 Epoch 58 Batch 129/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.005 Epoch 58 Batch 130/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.006 Epoch 58 Batch 131/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 58 Batch 132/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 58 Batch 133/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.005 Epoch 58 Batch 134/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 58 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.005 Epoch 58 Batch 136/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.006 Epoch 58 Batch 137/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 58 Batch 138/269 - Train Accuracy: 0.983, Validation Accuracy: 0.960, Loss: 0.004 Epoch 58 Batch 139/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.004 Epoch 58 Batch 140/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 58 Batch 141/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.004 Epoch 58 Batch 142/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.005 Epoch 58 Batch 143/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.006 Epoch 58 Batch 144/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.004 Epoch 58 Batch 145/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.005 Epoch 58 Batch 146/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.004 Epoch 58 Batch 147/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 58 Batch 148/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.005 Epoch 58 Batch 149/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 58 Batch 150/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.007 Epoch 58 Batch 151/269 - Train Accuracy: 0.981, Validation Accuracy: 0.958, Loss: 0.005 Epoch 58 Batch 152/269 - Train Accuracy: 0.979, Validation Accuracy: 0.953, Loss: 0.006 Epoch 58 Batch 153/269 - Train Accuracy: 0.982, Validation Accuracy: 0.958, Loss: 0.006 Epoch 58 Batch 154/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.004 Epoch 58 Batch 155/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 58 Batch 156/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.005 Epoch 58 Batch 157/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 58 Batch 158/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 58 Batch 159/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 58 Batch 160/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.004 Epoch 58 Batch 161/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.004 Epoch 58 Batch 162/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 58 Batch 163/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.006 Epoch 58 Batch 164/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 58 Batch 165/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 58 Batch 166/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.004 Epoch 58 Batch 167/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.005 Epoch 58 Batch 168/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.005 Epoch 58 Batch 169/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.004 Epoch 58 Batch 170/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.006 Epoch 58 Batch 171/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.005 Epoch 58 Batch 172/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.005 Epoch 58 Batch 173/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 58 Batch 174/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 58 Batch 175/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 58 Batch 176/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.004 Epoch 58 Batch 177/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 58 Batch 178/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 58 Batch 179/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.004 Epoch 58 Batch 180/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.005 Epoch 58 Batch 181/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.005 Epoch 58 Batch 182/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.005 Epoch 58 Batch 183/269 - Train Accuracy: 0.980, Validation Accuracy: 0.960, Loss: 0.004 Epoch 58 Batch 184/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.006 Epoch 58 Batch 185/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.006 Epoch 58 Batch 186/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 58 Batch 187/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 58 Batch 188/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.004 Epoch 58 Batch 189/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.005 Epoch 58 Batch 190/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.005 Epoch 58 Batch 191/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 58 Batch 192/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.005 Epoch 58 Batch 193/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 58 Batch 194/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.004 Epoch 58 Batch 195/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.004 Epoch 58 Batch 196/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 58 Batch 197/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.006 Epoch 58 Batch 198/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 58 Batch 199/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.004 Epoch 58 Batch 200/269 - Train Accuracy: 0.987, Validation Accuracy: 0.962, Loss: 0.004 Epoch 58 Batch 201/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 58 Batch 202/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.005 Epoch 58 Batch 203/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.006 Epoch 58 Batch 204/269 - Train Accuracy: 0.985, Validation Accuracy: 0.962, Loss: 0.003 Epoch 58 Batch 205/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.005 Epoch 58 Batch 206/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.005 Epoch 58 Batch 207/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.004 Epoch 58 Batch 208/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 58 Batch 209/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 58 Batch 210/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.005 Epoch 58 Batch 211/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.004 Epoch 58 Batch 212/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 58 Batch 213/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.005 Epoch 58 Batch 214/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.005 Epoch 58 Batch 215/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 58 Batch 216/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 58 Batch 217/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 58 Batch 218/269 - Train Accuracy: 0.987, Validation Accuracy: 0.963, Loss: 0.003 Epoch 58 Batch 219/269 - Train Accuracy: 0.982, Validation Accuracy: 0.960, Loss: 0.004 Epoch 58 Batch 220/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.006 Epoch 58 Batch 221/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 58 Batch 222/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.004 Epoch 58 Batch 223/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.004 Epoch 58 Batch 224/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.007 Epoch 58 Batch 225/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.005 Epoch 58 Batch 226/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 58 Batch 227/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.008 Epoch 58 Batch 228/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 58 Batch 229/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.004 Epoch 58 Batch 230/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.004 Epoch 58 Batch 231/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.005 Epoch 58 Batch 232/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 58 Batch 233/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.005 Epoch 58 Batch 234/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.005 Epoch 58 Batch 235/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 58 Batch 236/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.005 Epoch 58 Batch 237/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 58 Batch 238/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.005 Epoch 58 Batch 239/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.005 Epoch 58 Batch 240/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 58 Batch 241/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.005 Epoch 58 Batch 242/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.004 Epoch 58 Batch 243/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.004 Epoch 58 Batch 244/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 58 Batch 245/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.005 Epoch 58 Batch 246/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.006 Epoch 58 Batch 247/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.003 Epoch 58 Batch 248/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.005 Epoch 58 Batch 249/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.005 Epoch 58 Batch 250/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.005 Epoch 58 Batch 251/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.004 Epoch 58 Batch 252/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.005 Epoch 58 Batch 253/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.005 Epoch 58 Batch 254/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.005 Epoch 58 Batch 255/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.007 Epoch 58 Batch 256/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.005 Epoch 58 Batch 257/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.006 Epoch 58 Batch 258/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 58 Batch 259/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.007 Epoch 58 Batch 260/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 58 Batch 261/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.005 Epoch 58 Batch 262/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 58 Batch 263/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.005 Epoch 58 Batch 264/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.004 Epoch 58 Batch 265/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.005 Epoch 58 Batch 266/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.005 Epoch 58 Batch 267/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 59 Batch 0/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 59 Batch 1/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 59 Batch 2/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 59 Batch 3/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.004 Epoch 59 Batch 4/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 59 Batch 5/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.005 Epoch 59 Batch 6/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.004 Epoch 59 Batch 7/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 59 Batch 8/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 59 Batch 9/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.006 Epoch 59 Batch 10/269 - Train Accuracy: 0.980, Validation Accuracy: 0.973, Loss: 0.004 Epoch 59 Batch 11/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 59 Batch 12/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.005 Epoch 59 Batch 13/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 59 Batch 14/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.005 Epoch 59 Batch 15/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.004 Epoch 59 Batch 16/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.005 Epoch 59 Batch 17/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.004 Epoch 59 Batch 18/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 59 Batch 19/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.004 Epoch 59 Batch 20/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.004 Epoch 59 Batch 21/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.004 Epoch 59 Batch 22/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.005 Epoch 59 Batch 23/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.005 Epoch 59 Batch 24/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.004 Epoch 59 Batch 25/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.004 Epoch 59 Batch 26/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.005 Epoch 59 Batch 27/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.005 Epoch 59 Batch 28/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.004 Epoch 59 Batch 29/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.004 Epoch 59 Batch 30/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.006 Epoch 59 Batch 31/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 59 Batch 32/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.003 Epoch 59 Batch 33/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 59 Batch 34/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 59 Batch 35/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.008 Epoch 59 Batch 36/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.005 Epoch 59 Batch 37/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.005 Epoch 59 Batch 38/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 59 Batch 39/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.003 Epoch 59 Batch 40/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.005 Epoch 59 Batch 41/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.005 Epoch 59 Batch 42/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.004 Epoch 59 Batch 43/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.005 Epoch 59 Batch 44/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 59 Batch 45/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 59 Batch 46/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 59 Batch 47/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.004 Epoch 59 Batch 48/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 59 Batch 49/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.004 Epoch 59 Batch 50/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.005 Epoch 59 Batch 51/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.004 Epoch 59 Batch 52/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.003 Epoch 59 Batch 53/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.004 Epoch 59 Batch 54/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.004 Epoch 59 Batch 55/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 59 Batch 56/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 59 Batch 57/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.005 Epoch 59 Batch 58/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 59 Batch 59/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.004 Epoch 59 Batch 60/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.006 Epoch 59 Batch 61/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.005 Epoch 59 Batch 62/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.005 Epoch 59 Batch 63/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 59 Batch 64/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.004 Epoch 59 Batch 65/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.005 Epoch 59 Batch 66/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 59 Batch 67/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 59 Batch 68/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.004 Epoch 59 Batch 69/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 59 Batch 70/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.005 Epoch 59 Batch 71/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 59 Batch 72/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.005 Epoch 59 Batch 73/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.005 Epoch 59 Batch 74/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.004 Epoch 59 Batch 75/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.006 Epoch 59 Batch 76/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 59 Batch 77/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.005 Epoch 59 Batch 78/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 59 Batch 79/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.005 Epoch 59 Batch 80/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 59 Batch 81/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.005 Epoch 59 Batch 82/269 - Train Accuracy: 0.986, Validation Accuracy: 0.973, Loss: 0.002 Epoch 59 Batch 83/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.006 Epoch 59 Batch 84/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.004 Epoch 59 Batch 85/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 59 Batch 86/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 59 Batch 87/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 59 Batch 88/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.005 Epoch 59 Batch 89/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.004 Epoch 59 Batch 90/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.005 Epoch 59 Batch 91/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.005 Epoch 59 Batch 92/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.004 Epoch 59 Batch 93/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.005 Epoch 59 Batch 94/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.004 Epoch 59 Batch 95/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.004 Epoch 59 Batch 96/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.005 Epoch 59 Batch 97/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.005 Epoch 59 Batch 98/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.005 Epoch 59 Batch 99/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.004 Epoch 59 Batch 100/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.005 Epoch 59 Batch 101/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 59 Batch 102/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.004 Epoch 59 Batch 103/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.005 Epoch 59 Batch 104/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 59 Batch 105/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 59 Batch 106/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 59 Batch 107/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.005 Epoch 59 Batch 108/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.005 Epoch 59 Batch 109/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.004 Epoch 59 Batch 110/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 59 Batch 111/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.004 Epoch 59 Batch 112/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 59 Batch 113/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 59 Batch 114/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.004 Epoch 59 Batch 115/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.004 Epoch 59 Batch 116/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 59 Batch 117/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.004 Epoch 59 Batch 118/269 - Train Accuracy: 0.985, Validation Accuracy: 0.961, Loss: 0.004 Epoch 59 Batch 119/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.006 Epoch 59 Batch 120/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.005 Epoch 59 Batch 121/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 59 Batch 122/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.004 Epoch 59 Batch 123/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.005 Epoch 59 Batch 124/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.005 Epoch 59 Batch 125/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.004 Epoch 59 Batch 126/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.005 Epoch 59 Batch 127/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 59 Batch 128/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 59 Batch 129/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.004 Epoch 59 Batch 130/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 59 Batch 131/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.006 Epoch 59 Batch 132/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.005 Epoch 59 Batch 133/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.005 Epoch 59 Batch 134/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.004 Epoch 59 Batch 135/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.004 Epoch 59 Batch 136/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.005 Epoch 59 Batch 137/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.006 Epoch 59 Batch 138/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.003 Epoch 59 Batch 139/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.004 Epoch 59 Batch 140/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 59 Batch 141/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.004 Epoch 59 Batch 142/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.005 Epoch 59 Batch 143/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.005 Epoch 59 Batch 144/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.005 Epoch 59 Batch 145/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.005 Epoch 59 Batch 146/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.005 Epoch 59 Batch 147/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 59 Batch 148/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.004 Epoch 59 Batch 149/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 59 Batch 150/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.006 Epoch 59 Batch 151/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.004 Epoch 59 Batch 152/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.005 Epoch 59 Batch 153/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.005 Epoch 59 Batch 154/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 59 Batch 155/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.005 Epoch 59 Batch 156/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.004 Epoch 59 Batch 157/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 59 Batch 158/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 59 Batch 159/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.004 Epoch 59 Batch 160/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.004 Epoch 59 Batch 161/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 59 Batch 162/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.005 Epoch 59 Batch 163/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.005 Epoch 59 Batch 164/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 59 Batch 165/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.004 Epoch 59 Batch 166/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.004 Epoch 59 Batch 167/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.005 Epoch 59 Batch 168/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.005 Epoch 59 Batch 169/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 59 Batch 170/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.005 Epoch 59 Batch 171/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.005 Epoch 59 Batch 172/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.004 Epoch 59 Batch 173/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.005 Epoch 59 Batch 174/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.005 Epoch 59 Batch 175/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.008 Epoch 59 Batch 176/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.004 Epoch 59 Batch 177/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.004 Epoch 59 Batch 178/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.005 Epoch 59 Batch 179/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.004 Epoch 59 Batch 180/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.005 Epoch 59 Batch 181/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.005 Epoch 59 Batch 182/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.005 Epoch 59 Batch 183/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.004 Epoch 59 Batch 184/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.006 Epoch 59 Batch 185/269 - Train Accuracy: 0.985, Validation Accuracy: 0.962, Loss: 0.005 Epoch 59 Batch 186/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.004 Epoch 59 Batch 187/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.004 Epoch 59 Batch 188/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.004 Epoch 59 Batch 189/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.005 Epoch 59 Batch 190/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.004 Epoch 59 Batch 191/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.005 Epoch 59 Batch 192/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.004 Epoch 59 Batch 193/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.004 Epoch 59 Batch 194/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.004 Epoch 59 Batch 195/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.003 Epoch 59 Batch 196/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.006 Epoch 59 Batch 197/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.006 Epoch 59 Batch 198/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.004 Epoch 59 Batch 199/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.005 Epoch 59 Batch 200/269 - Train Accuracy: 0.986, Validation Accuracy: 0.962, Loss: 0.004 Epoch 59 Batch 201/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.005 Epoch 59 Batch 202/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.005 Epoch 59 Batch 203/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 59 Batch 204/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.004 Epoch 59 Batch 205/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.005 Epoch 59 Batch 206/269 - Train Accuracy: 0.978, Validation Accuracy: 0.959, Loss: 0.005 Epoch 59 Batch 207/269 - Train Accuracy: 0.980, Validation Accuracy: 0.960, Loss: 0.004 Epoch 59 Batch 208/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.005 Epoch 59 Batch 209/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 59 Batch 210/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.004 Epoch 59 Batch 211/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.004 Epoch 59 Batch 212/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 59 Batch 213/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.005 Epoch 59 Batch 214/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.005 Epoch 59 Batch 215/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 59 Batch 216/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 59 Batch 217/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.005 Epoch 59 Batch 218/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.003 Epoch 59 Batch 219/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.004 Epoch 59 Batch 220/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.005 Epoch 59 Batch 221/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.005 Epoch 59 Batch 222/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.004 Epoch 59 Batch 223/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.005 Epoch 59 Batch 224/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 59 Batch 225/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.004 Epoch 59 Batch 226/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.004 Epoch 59 Batch 227/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 59 Batch 228/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.005 Epoch 59 Batch 229/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.004 Epoch 59 Batch 230/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.005 Epoch 59 Batch 231/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 59 Batch 232/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 59 Batch 233/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.004 Epoch 59 Batch 234/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.005 Epoch 59 Batch 235/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 59 Batch 236/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.005 Epoch 59 Batch 237/269 - Train Accuracy: 0.980, Validation Accuracy: 0.974, Loss: 0.005 Epoch 59 Batch 238/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.004 Epoch 59 Batch 239/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.005 Epoch 59 Batch 240/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.006 Epoch 59 Batch 241/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.005 Epoch 59 Batch 242/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.004 Epoch 59 Batch 243/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.004 Epoch 59 Batch 244/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.005 Epoch 59 Batch 245/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.005 Epoch 59 Batch 246/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.005 Epoch 59 Batch 247/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.004 Epoch 59 Batch 248/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.004 Epoch 59 Batch 249/269 - Train Accuracy: 0.981, Validation Accuracy: 0.960, Loss: 0.004 Epoch 59 Batch 250/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.005 Epoch 59 Batch 251/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.004 Epoch 59 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.005 Epoch 59 Batch 253/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.005 Epoch 59 Batch 254/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.005 Epoch 59 Batch 255/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.006 Epoch 59 Batch 256/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.003 Epoch 59 Batch 257/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.006 Epoch 59 Batch 258/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.005 Epoch 59 Batch 259/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 59 Batch 260/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.005 Epoch 59 Batch 261/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.005 Epoch 59 Batch 262/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 59 Batch 263/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 59 Batch 264/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.005 Epoch 59 Batch 265/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.005 Epoch 59 Batch 266/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.004 Epoch 59 Batch 267/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 60 Batch 0/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 60 Batch 1/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 60 Batch 2/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 60 Batch 3/269 - Train Accuracy: 0.984, Validation Accuracy: 0.961, Loss: 0.004 Epoch 60 Batch 4/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.003 Epoch 60 Batch 5/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.004 Epoch 60 Batch 6/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.005 Epoch 60 Batch 7/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 60 Batch 8/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.006 Epoch 60 Batch 9/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.005 Epoch 60 Batch 10/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.005 Epoch 60 Batch 11/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.006 Epoch 60 Batch 12/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.005 Epoch 60 Batch 13/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 60 Batch 14/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.006 Epoch 60 Batch 15/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 60 Batch 16/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 60 Batch 17/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.004 Epoch 60 Batch 18/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.007 Epoch 60 Batch 19/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.004 Epoch 60 Batch 20/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.004 Epoch 60 Batch 21/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 60 Batch 22/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 60 Batch 23/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 60 Batch 24/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 60 Batch 25/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.005 Epoch 60 Batch 26/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 60 Batch 27/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.005 Epoch 60 Batch 28/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.004 Epoch 60 Batch 29/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.004 Epoch 60 Batch 30/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.005 Epoch 60 Batch 31/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.004 Epoch 60 Batch 32/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 60 Batch 33/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 60 Batch 34/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 60 Batch 35/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.009 Epoch 60 Batch 36/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.004 Epoch 60 Batch 37/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.004 Epoch 60 Batch 38/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.004 Epoch 60 Batch 39/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 60 Batch 40/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.005 Epoch 60 Batch 41/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.005 Epoch 60 Batch 42/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.004 Epoch 60 Batch 43/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.004 Epoch 60 Batch 44/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.006 Epoch 60 Batch 45/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.004 Epoch 60 Batch 46/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 60 Batch 47/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.004 Epoch 60 Batch 48/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 60 Batch 49/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.004 Epoch 60 Batch 50/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.005 Epoch 60 Batch 51/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 60 Batch 52/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 60 Batch 53/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.004 Epoch 60 Batch 54/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.004 Epoch 60 Batch 55/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.004 Epoch 60 Batch 56/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.003 Epoch 60 Batch 57/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.005 Epoch 60 Batch 58/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.004 Epoch 60 Batch 59/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 60 Batch 60/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 60 Batch 61/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.005 Epoch 60 Batch 62/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.005 Epoch 60 Batch 63/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.005 Epoch 60 Batch 64/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 60 Batch 65/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.005 Epoch 60 Batch 66/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.005 Epoch 60 Batch 67/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 60 Batch 68/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.004 Epoch 60 Batch 69/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 60 Batch 70/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.005 Epoch 60 Batch 71/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.007 Epoch 60 Batch 72/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.005 Epoch 60 Batch 73/269 - Train Accuracy: 0.982, Validation Accuracy: 0.961, Loss: 0.004 Epoch 60 Batch 74/269 - Train Accuracy: 0.984, Validation Accuracy: 0.960, Loss: 0.004 Epoch 60 Batch 75/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.005 Epoch 60 Batch 76/269 - Train Accuracy: 0.981, Validation Accuracy: 0.959, Loss: 0.004 Epoch 60 Batch 77/269 - Train Accuracy: 0.981, Validation Accuracy: 0.961, Loss: 0.005 Epoch 60 Batch 78/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.005 Epoch 60 Batch 79/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.004 Epoch 60 Batch 80/269 - Train Accuracy: 0.982, Validation Accuracy: 0.961, Loss: 0.005 Epoch 60 Batch 81/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.005 Epoch 60 Batch 82/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.004 Epoch 60 Batch 83/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 60 Batch 84/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 60 Batch 85/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.004 Epoch 60 Batch 86/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.005 Epoch 60 Batch 87/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.005 Epoch 60 Batch 88/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.004 Epoch 60 Batch 89/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.004 Epoch 60 Batch 90/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 60 Batch 91/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 60 Batch 92/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.004 Epoch 60 Batch 93/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 60 Batch 94/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.005 Epoch 60 Batch 95/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.004 Epoch 60 Batch 96/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 60 Batch 97/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.004 Epoch 60 Batch 98/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.005 Epoch 60 Batch 99/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.004 Epoch 60 Batch 100/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.005 Epoch 60 Batch 101/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 60 Batch 102/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.005 Epoch 60 Batch 103/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.005 Epoch 60 Batch 104/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.005 Epoch 60 Batch 105/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 60 Batch 106/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.004 Epoch 60 Batch 107/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.004 Epoch 60 Batch 108/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.004 Epoch 60 Batch 109/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.004 Epoch 60 Batch 110/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 60 Batch 111/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.004 Epoch 60 Batch 112/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.004 Epoch 60 Batch 113/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.005 Epoch 60 Batch 114/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 60 Batch 115/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.005 Epoch 60 Batch 116/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.004 Epoch 60 Batch 117/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.004 Epoch 60 Batch 118/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.004 Epoch 60 Batch 119/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.005 Epoch 60 Batch 120/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.005 Epoch 60 Batch 121/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 60 Batch 122/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.004 Epoch 60 Batch 123/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.006 Epoch 60 Batch 124/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 60 Batch 125/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 60 Batch 126/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.005 Epoch 60 Batch 127/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 60 Batch 128/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.004 Epoch 60 Batch 129/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.004 Epoch 60 Batch 130/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 60 Batch 131/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.005 Epoch 60 Batch 132/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.005 Epoch 60 Batch 133/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 60 Batch 134/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.004 Epoch 60 Batch 135/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.004 Epoch 60 Batch 136/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 60 Batch 137/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 60 Batch 138/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 60 Batch 139/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 60 Batch 140/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.007 Epoch 60 Batch 141/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.005 Epoch 60 Batch 142/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.005 Epoch 60 Batch 143/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.004 Epoch 60 Batch 144/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.004 Epoch 60 Batch 145/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.004 Epoch 60 Batch 146/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.005 Epoch 60 Batch 147/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.006 Epoch 60 Batch 148/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.004 Epoch 60 Batch 149/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.005 Epoch 60 Batch 150/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.005 Epoch 60 Batch 151/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.004 Epoch 60 Batch 152/269 - Train Accuracy: 0.979, Validation Accuracy: 0.959, Loss: 0.005 Epoch 60 Batch 153/269 - Train Accuracy: 0.979, Validation Accuracy: 0.959, Loss: 0.006 Epoch 60 Batch 154/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.005 Epoch 60 Batch 155/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 60 Batch 156/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 60 Batch 157/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.005 Epoch 60 Batch 158/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.005 Epoch 60 Batch 159/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.004 Epoch 60 Batch 160/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.004 Epoch 60 Batch 161/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.004 Epoch 60 Batch 162/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.004 Epoch 60 Batch 163/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.005 Epoch 60 Batch 164/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.004 Epoch 60 Batch 165/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.005 Epoch 60 Batch 166/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.004 Epoch 60 Batch 167/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.004 Epoch 60 Batch 168/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.005 Epoch 60 Batch 169/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.003 Epoch 60 Batch 170/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.006 Epoch 60 Batch 171/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.005 Epoch 60 Batch 172/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.004 Epoch 60 Batch 173/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.004 Epoch 60 Batch 174/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.004 Epoch 60 Batch 175/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 60 Batch 176/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.004 Epoch 60 Batch 177/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.004 Epoch 60 Batch 178/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.005 Epoch 60 Batch 179/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.004 Epoch 60 Batch 180/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.004 Epoch 60 Batch 181/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.005 Epoch 60 Batch 182/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.006 Epoch 60 Batch 183/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.003 Epoch 60 Batch 184/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.005 Epoch 60 Batch 185/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.005 Epoch 60 Batch 186/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.005 Epoch 60 Batch 187/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.004 Epoch 60 Batch 188/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.004 Epoch 60 Batch 189/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.005 Epoch 60 Batch 190/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.004 Epoch 60 Batch 191/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.004 Epoch 60 Batch 192/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.004 Epoch 60 Batch 193/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 60 Batch 194/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 60 Batch 195/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 60 Batch 196/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 60 Batch 197/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.005 Epoch 60 Batch 198/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.004 Epoch 60 Batch 199/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 60 Batch 200/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.004 Epoch 60 Batch 201/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.005 Epoch 60 Batch 202/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.005 Epoch 60 Batch 203/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.005 Epoch 60 Batch 204/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.004 Epoch 60 Batch 205/269 - Train Accuracy: 0.981, Validation Accuracy: 0.961, Loss: 0.005 Epoch 60 Batch 206/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.007 Epoch 60 Batch 207/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.004 Epoch 60 Batch 208/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.005 Epoch 60 Batch 209/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.007 Epoch 60 Batch 210/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.004 Epoch 60 Batch 211/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.005 Epoch 60 Batch 212/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 60 Batch 213/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.006 Epoch 60 Batch 214/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.005 Epoch 60 Batch 215/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 60 Batch 216/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 60 Batch 217/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.005 Epoch 60 Batch 218/269 - Train Accuracy: 0.985, Validation Accuracy: 0.962, Loss: 0.003 Epoch 60 Batch 219/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.005 Epoch 60 Batch 220/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.005 Epoch 60 Batch 221/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.005 Epoch 60 Batch 222/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.005 Epoch 60 Batch 223/269 - Train Accuracy: 0.980, Validation Accuracy: 0.960, Loss: 0.005 Epoch 60 Batch 224/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.008 Epoch 60 Batch 225/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.005 Epoch 60 Batch 226/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.004 Epoch 60 Batch 227/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.007 Epoch 60 Batch 228/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.004 Epoch 60 Batch 229/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 60 Batch 230/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.004 Epoch 60 Batch 231/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.004 Epoch 60 Batch 232/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.006 Epoch 60 Batch 233/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.005 Epoch 60 Batch 234/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.004 Epoch 60 Batch 235/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.003 Epoch 60 Batch 236/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.006 Epoch 60 Batch 237/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.005 Epoch 60 Batch 238/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.005 Epoch 60 Batch 239/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 60 Batch 240/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.005 Epoch 60 Batch 241/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.005 Epoch 60 Batch 242/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.004 Epoch 60 Batch 243/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.004 Epoch 60 Batch 244/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.006 Epoch 60 Batch 245/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.004 Epoch 60 Batch 246/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.006 Epoch 60 Batch 247/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 60 Batch 248/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 60 Batch 249/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.004 Epoch 60 Batch 250/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.005 Epoch 60 Batch 251/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.004 Epoch 60 Batch 252/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.004 Epoch 60 Batch 253/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.005 Epoch 60 Batch 254/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 60 Batch 255/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.006 Epoch 60 Batch 256/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.004 Epoch 60 Batch 257/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 60 Batch 258/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 60 Batch 259/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 60 Batch 260/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 60 Batch 261/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.004 Epoch 60 Batch 262/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 60 Batch 263/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.006 Epoch 60 Batch 264/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.005 Epoch 60 Batch 265/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.005 Epoch 60 Batch 266/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.004 Epoch 60 Batch 267/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.006 Epoch 61 Batch 0/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.006 Epoch 61 Batch 1/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 61 Batch 2/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 61 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.003 Epoch 61 Batch 4/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.003 Epoch 61 Batch 5/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 61 Batch 6/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 61 Batch 7/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.005 Epoch 61 Batch 8/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.006 Epoch 61 Batch 9/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.005 Epoch 61 Batch 10/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.004 Epoch 61 Batch 11/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.005 Epoch 61 Batch 12/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.006 Epoch 61 Batch 13/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.005 Epoch 61 Batch 14/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 61 Batch 15/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 61 Batch 16/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.006 Epoch 61 Batch 17/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.005 Epoch 61 Batch 18/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 61 Batch 19/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.004 Epoch 61 Batch 20/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.004 Epoch 61 Batch 21/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 61 Batch 22/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.005 Epoch 61 Batch 23/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.005 Epoch 61 Batch 24/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.005 Epoch 61 Batch 25/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.004 Epoch 61 Batch 26/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 61 Batch 27/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.005 Epoch 61 Batch 28/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.004 Epoch 61 Batch 29/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.005 Epoch 61 Batch 30/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.005 Epoch 61 Batch 31/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 61 Batch 32/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.003 Epoch 61 Batch 33/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 61 Batch 34/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 61 Batch 35/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 61 Batch 36/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.005 Epoch 61 Batch 37/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.005 Epoch 61 Batch 38/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 61 Batch 39/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 61 Batch 40/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.005 Epoch 61 Batch 41/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.005 Epoch 61 Batch 42/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.004 Epoch 61 Batch 43/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.004 Epoch 61 Batch 44/269 - Train Accuracy: 0.980, Validation Accuracy: 0.975, Loss: 0.005 Epoch 61 Batch 45/269 - Train Accuracy: 0.977, Validation Accuracy: 0.975, Loss: 0.004 Epoch 61 Batch 46/269 - Train Accuracy: 0.980, Validation Accuracy: 0.973, Loss: 0.003 Epoch 61 Batch 47/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.004 Epoch 61 Batch 48/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.004 Epoch 61 Batch 49/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 61 Batch 50/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.004 Epoch 61 Batch 51/269 - Train Accuracy: 0.980, Validation Accuracy: 0.974, Loss: 0.004 Epoch 61 Batch 52/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 61 Batch 53/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.004 Epoch 61 Batch 54/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.005 Epoch 61 Batch 55/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.004 Epoch 61 Batch 56/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.004 Epoch 61 Batch 57/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.005 Epoch 61 Batch 58/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.004 Epoch 61 Batch 59/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.003 Epoch 61 Batch 60/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.007 Epoch 61 Batch 61/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.005 Epoch 61 Batch 62/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.005 Epoch 61 Batch 63/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.005 Epoch 61 Batch 64/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 61 Batch 65/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.004 Epoch 61 Batch 66/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.005 Epoch 61 Batch 67/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 61 Batch 68/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.004 Epoch 61 Batch 69/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.005 Epoch 61 Batch 70/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.004 Epoch 61 Batch 71/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.005 Epoch 61 Batch 72/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.004 Epoch 61 Batch 73/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 61 Batch 74/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 61 Batch 75/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.004 Epoch 61 Batch 76/269 - Train Accuracy: 0.981, Validation Accuracy: 0.957, Loss: 0.003 Epoch 61 Batch 77/269 - Train Accuracy: 0.980, Validation Accuracy: 0.956, Loss: 0.005 Epoch 61 Batch 78/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.004 Epoch 61 Batch 79/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.005 Epoch 61 Batch 80/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.004 Epoch 61 Batch 81/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.004 Epoch 61 Batch 82/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.004 Epoch 61 Batch 83/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 61 Batch 84/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.004 Epoch 61 Batch 85/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.004 Epoch 61 Batch 86/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.005 Epoch 61 Batch 87/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 61 Batch 88/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 61 Batch 89/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.005 Epoch 61 Batch 90/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.006 Epoch 61 Batch 91/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.005 Epoch 61 Batch 92/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.004 Epoch 61 Batch 93/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 61 Batch 94/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.004 Epoch 61 Batch 95/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 61 Batch 96/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.006 Epoch 61 Batch 97/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.006 Epoch 61 Batch 98/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.006 Epoch 61 Batch 99/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.004 Epoch 61 Batch 100/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.005 Epoch 61 Batch 101/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.007 Epoch 61 Batch 102/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.005 Epoch 61 Batch 103/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 61 Batch 104/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.005 Epoch 61 Batch 105/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.004 Epoch 61 Batch 106/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 61 Batch 107/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.004 Epoch 61 Batch 108/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.004 Epoch 61 Batch 109/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.004 Epoch 61 Batch 110/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 61 Batch 111/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.004 Epoch 61 Batch 112/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.004 Epoch 61 Batch 113/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.005 Epoch 61 Batch 114/269 - Train Accuracy: 0.978, Validation Accuracy: 0.974, Loss: 0.004 Epoch 61 Batch 115/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.005 Epoch 61 Batch 116/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 61 Batch 117/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.003 Epoch 61 Batch 118/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.004 Epoch 61 Batch 119/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 61 Batch 120/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 61 Batch 121/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 61 Batch 122/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.005 Epoch 61 Batch 123/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.005 Epoch 61 Batch 124/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.005 Epoch 61 Batch 125/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 61 Batch 126/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.004 Epoch 61 Batch 127/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.005 Epoch 61 Batch 128/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 61 Batch 129/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 61 Batch 130/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 61 Batch 131/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.006 Epoch 61 Batch 132/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.005 Epoch 61 Batch 133/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.004 Epoch 61 Batch 134/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.005 Epoch 61 Batch 135/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 61 Batch 136/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.005 Epoch 61 Batch 137/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 61 Batch 138/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 61 Batch 139/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.004 Epoch 61 Batch 140/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 61 Batch 141/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.005 Epoch 61 Batch 142/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.006 Epoch 61 Batch 143/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.004 Epoch 61 Batch 144/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.004 Epoch 61 Batch 145/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.004 Epoch 61 Batch 146/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.005 Epoch 61 Batch 147/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.006 Epoch 61 Batch 148/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.004 Epoch 61 Batch 149/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 61 Batch 150/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.007 Epoch 61 Batch 151/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.004 Epoch 61 Batch 152/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.004 Epoch 61 Batch 153/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.005 Epoch 61 Batch 154/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.004 Epoch 61 Batch 155/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 61 Batch 156/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.005 Epoch 61 Batch 157/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.005 Epoch 61 Batch 158/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.004 Epoch 61 Batch 159/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.004 Epoch 61 Batch 160/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.005 Epoch 61 Batch 161/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.004 Epoch 61 Batch 162/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.005 Epoch 61 Batch 163/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.005 Epoch 61 Batch 164/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 61 Batch 165/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 61 Batch 166/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.004 Epoch 61 Batch 167/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.004 Epoch 61 Batch 168/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.005 Epoch 61 Batch 169/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.004 Epoch 61 Batch 170/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.005 Epoch 61 Batch 171/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.005 Epoch 61 Batch 172/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.005 Epoch 61 Batch 173/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.004 Epoch 61 Batch 174/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.004 Epoch 61 Batch 175/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 61 Batch 176/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.004 Epoch 61 Batch 177/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.004 Epoch 61 Batch 178/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.005 Epoch 61 Batch 179/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.003 Epoch 61 Batch 180/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.004 Epoch 61 Batch 181/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.005 Epoch 61 Batch 182/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 61 Batch 183/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 61 Batch 184/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.006 Epoch 61 Batch 185/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.005 Epoch 61 Batch 186/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.004 Epoch 61 Batch 187/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.005 Epoch 61 Batch 188/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.004 Epoch 61 Batch 189/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.004 Epoch 61 Batch 190/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.004 Epoch 61 Batch 191/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.004 Epoch 61 Batch 192/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.004 Epoch 61 Batch 193/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.004 Epoch 61 Batch 194/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.004 Epoch 61 Batch 195/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.004 Epoch 61 Batch 196/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.004 Epoch 61 Batch 197/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.004 Epoch 61 Batch 198/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.004 Epoch 61 Batch 199/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.005 Epoch 61 Batch 200/269 - Train Accuracy: 0.988, Validation Accuracy: 0.964, Loss: 0.004 Epoch 61 Batch 201/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.005 Epoch 61 Batch 202/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.005 Epoch 61 Batch 203/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.005 Epoch 61 Batch 204/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.004 Epoch 61 Batch 205/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.005 Epoch 61 Batch 206/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.005 Epoch 61 Batch 207/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.004 Epoch 61 Batch 208/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.006 Epoch 61 Batch 209/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.005 Epoch 61 Batch 210/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.004 Epoch 61 Batch 211/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.005 Epoch 61 Batch 212/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.008 Epoch 61 Batch 213/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.005 Epoch 61 Batch 214/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.005 Epoch 61 Batch 215/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 61 Batch 216/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.007 Epoch 61 Batch 217/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.005 Epoch 61 Batch 218/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.005 Epoch 61 Batch 219/269 - Train Accuracy: 0.981, Validation Accuracy: 0.961, Loss: 0.005 Epoch 61 Batch 220/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.006 Epoch 61 Batch 221/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 61 Batch 222/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.005 Epoch 61 Batch 223/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.004 Epoch 61 Batch 224/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 61 Batch 225/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.005 Epoch 61 Batch 226/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.006 Epoch 61 Batch 227/269 - Train Accuracy: 0.982, Validation Accuracy: 0.959, Loss: 0.010 Epoch 61 Batch 228/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.006 Epoch 61 Batch 229/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.004 Epoch 61 Batch 230/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.005 Epoch 61 Batch 231/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.006 Epoch 61 Batch 232/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.007 Epoch 61 Batch 233/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.006 Epoch 61 Batch 234/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 61 Batch 235/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.003 Epoch 61 Batch 236/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.004 Epoch 61 Batch 237/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 61 Batch 238/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.005 Epoch 61 Batch 239/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.005 Epoch 61 Batch 240/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 61 Batch 241/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.005 Epoch 61 Batch 242/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.005 Epoch 61 Batch 243/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.006 Epoch 61 Batch 244/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.005 Epoch 61 Batch 245/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.005 Epoch 61 Batch 246/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.007 Epoch 61 Batch 247/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.003 Epoch 61 Batch 248/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.004 Epoch 61 Batch 249/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.010 Epoch 61 Batch 250/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.006 Epoch 61 Batch 251/269 - Train Accuracy: 0.934, Validation Accuracy: 0.929, Loss: 0.048 Epoch 61 Batch 252/269 - Train Accuracy: 0.947, Validation Accuracy: 0.942, Loss: 0.135 Epoch 61 Batch 253/269 - Train Accuracy: 0.929, Validation Accuracy: 0.909, Loss: 0.079 Epoch 61 Batch 254/269 - Train Accuracy: 0.936, Validation Accuracy: 0.919, Loss: 0.149 Epoch 61 Batch 255/269 - Train Accuracy: 0.938, Validation Accuracy: 0.922, Loss: 0.070 Epoch 61 Batch 256/269 - Train Accuracy: 0.926, Validation Accuracy: 0.919, Loss: 0.079 Epoch 61 Batch 257/269 - Train Accuracy: 0.927, Validation Accuracy: 0.919, Loss: 0.069 Epoch 61 Batch 258/269 - Train Accuracy: 0.951, Validation Accuracy: 0.949, Loss: 0.098 Epoch 61 Batch 259/269 - Train Accuracy: 0.932, Validation Accuracy: 0.934, Loss: 0.026 Epoch 61 Batch 260/269 - Train Accuracy: 0.959, Validation Accuracy: 0.944, Loss: 0.051 Epoch 61 Batch 261/269 - Train Accuracy: 0.947, Validation Accuracy: 0.929, Loss: 0.040 Epoch 61 Batch 262/269 - Train Accuracy: 0.935, Validation Accuracy: 0.922, Loss: 0.052 Epoch 61 Batch 263/269 - Train Accuracy: 0.952, Validation Accuracy: 0.938, Loss: 0.043 Epoch 61 Batch 264/269 - Train Accuracy: 0.954, Validation Accuracy: 0.946, Loss: 0.034 Epoch 61 Batch 265/269 - Train Accuracy: 0.934, Validation Accuracy: 0.931, Loss: 0.023 Epoch 61 Batch 266/269 - Train Accuracy: 0.963, Validation Accuracy: 0.949, Loss: 0.034 Epoch 61 Batch 267/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.021 Epoch 62 Batch 0/269 - Train Accuracy: 0.950, Validation Accuracy: 0.939, Loss: 0.023 Epoch 62 Batch 1/269 - Train Accuracy: 0.965, Validation Accuracy: 0.944, Loss: 0.025 Epoch 62 Batch 2/269 - Train Accuracy: 0.969, Validation Accuracy: 0.953, Loss: 0.020 Epoch 62 Batch 3/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.020 Epoch 62 Batch 4/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.018 Epoch 62 Batch 5/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.017 Epoch 62 Batch 6/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.014 Epoch 62 Batch 7/269 - Train Accuracy: 0.958, Validation Accuracy: 0.948, Loss: 0.019 Epoch 62 Batch 8/269 - Train Accuracy: 0.969, Validation Accuracy: 0.949, Loss: 0.021 Epoch 62 Batch 9/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.015 Epoch 62 Batch 10/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.012 Epoch 62 Batch 11/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.019 Epoch 62 Batch 12/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.018 Epoch 62 Batch 13/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 62 Batch 14/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.012 Epoch 62 Batch 15/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.011 Epoch 62 Batch 16/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.015 Epoch 62 Batch 17/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.010 Epoch 62 Batch 18/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.011 Epoch 62 Batch 19/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.009 Epoch 62 Batch 20/269 - Train Accuracy: 0.979, Validation Accuracy: 0.959, Loss: 0.010 Epoch 62 Batch 21/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.010 Epoch 62 Batch 22/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 62 Batch 23/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 62 Batch 24/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.007 Epoch 62 Batch 25/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.009 Epoch 62 Batch 26/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.008 Epoch 62 Batch 27/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 62 Batch 28/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.008 Epoch 62 Batch 29/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 62 Batch 30/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 62 Batch 31/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.007 Epoch 62 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.006 Epoch 62 Batch 33/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.005 Epoch 62 Batch 34/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 62 Batch 35/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 62 Batch 36/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 62 Batch 37/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 62 Batch 38/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.006 Epoch 62 Batch 39/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 62 Batch 40/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 62 Batch 41/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.006 Epoch 62 Batch 42/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.005 Epoch 62 Batch 43/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.006 Epoch 62 Batch 44/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 62 Batch 45/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.005 Epoch 62 Batch 46/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.005 Epoch 62 Batch 47/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.005 Epoch 62 Batch 48/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.005 Epoch 62 Batch 49/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.005 Epoch 62 Batch 50/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 62 Batch 51/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.005 Epoch 62 Batch 52/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.004 Epoch 62 Batch 53/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.005 Epoch 62 Batch 54/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.005 Epoch 62 Batch 55/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.005 Epoch 62 Batch 56/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.005 Epoch 62 Batch 57/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.005 Epoch 62 Batch 58/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.005 Epoch 62 Batch 59/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 62 Batch 60/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.008 Epoch 62 Batch 61/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.005 Epoch 62 Batch 62/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.006 Epoch 62 Batch 63/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.005 Epoch 62 Batch 64/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.005 Epoch 62 Batch 65/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.006 Epoch 62 Batch 66/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 62 Batch 67/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 62 Batch 68/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.004 Epoch 62 Batch 69/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.005 Epoch 62 Batch 70/269 - Train Accuracy: 0.980, Validation Accuracy: 0.973, Loss: 0.005 Epoch 62 Batch 71/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.007 Epoch 62 Batch 72/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.005 Epoch 62 Batch 73/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.005 Epoch 62 Batch 74/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.004 Epoch 62 Batch 75/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.006 Epoch 62 Batch 76/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.004 Epoch 62 Batch 77/269 - Train Accuracy: 0.982, Validation Accuracy: 0.960, Loss: 0.005 Epoch 62 Batch 78/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.005 Epoch 62 Batch 79/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.006 Epoch 62 Batch 80/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.005 Epoch 62 Batch 81/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.005 Epoch 62 Batch 82/269 - Train Accuracy: 0.983, Validation Accuracy: 0.961, Loss: 0.003 Epoch 62 Batch 83/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 62 Batch 84/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 62 Batch 85/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 62 Batch 86/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.005 Epoch 62 Batch 87/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.004 Epoch 62 Batch 88/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.005 Epoch 62 Batch 89/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.005 Epoch 62 Batch 90/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.005 Epoch 62 Batch 91/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.005 Epoch 62 Batch 92/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.005 Epoch 62 Batch 93/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.004 Epoch 62 Batch 94/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.005 Epoch 62 Batch 95/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.005 Epoch 62 Batch 96/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.004 Epoch 62 Batch 97/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.005 Epoch 62 Batch 98/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 62 Batch 99/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.004 Epoch 62 Batch 100/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.005 Epoch 62 Batch 101/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 62 Batch 102/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.006 Epoch 62 Batch 103/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.006 Epoch 62 Batch 104/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.004 Epoch 62 Batch 105/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.005 Epoch 62 Batch 106/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.006 Epoch 62 Batch 107/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.005 Epoch 62 Batch 108/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.005 Epoch 62 Batch 109/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.005 Epoch 62 Batch 110/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 62 Batch 111/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.006 Epoch 62 Batch 112/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.006 Epoch 62 Batch 113/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.006 Epoch 62 Batch 114/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.004 Epoch 62 Batch 115/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.004 Epoch 62 Batch 116/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 62 Batch 117/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.004 Epoch 62 Batch 118/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.004 Epoch 62 Batch 119/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.005 Epoch 62 Batch 120/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.006 Epoch 62 Batch 121/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 62 Batch 122/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.004 Epoch 62 Batch 123/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.006 Epoch 62 Batch 124/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.005 Epoch 62 Batch 125/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 62 Batch 126/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.004 Epoch 62 Batch 127/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.005 Epoch 62 Batch 128/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.004 Epoch 62 Batch 129/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 62 Batch 130/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.005 Epoch 62 Batch 131/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.005 Epoch 62 Batch 132/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.005 Epoch 62 Batch 133/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.005 Epoch 62 Batch 134/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.004 Epoch 62 Batch 135/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.004 Epoch 62 Batch 136/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.005 Epoch 62 Batch 137/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 62 Batch 138/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.003 Epoch 62 Batch 139/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 62 Batch 140/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 62 Batch 141/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.004 Epoch 62 Batch 142/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.005 Epoch 62 Batch 143/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.004 Epoch 62 Batch 144/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 62 Batch 145/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 62 Batch 146/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.005 Epoch 62 Batch 147/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.006 Epoch 62 Batch 148/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.004 Epoch 62 Batch 149/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 62 Batch 150/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.005 Epoch 62 Batch 151/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.005 Epoch 62 Batch 152/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 62 Batch 153/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 62 Batch 154/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.004 Epoch 62 Batch 155/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.004 Epoch 62 Batch 156/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 62 Batch 157/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.005 Epoch 62 Batch 158/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.004 Epoch 62 Batch 159/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 62 Batch 160/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.003 Epoch 62 Batch 161/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.003 Epoch 62 Batch 162/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.005 Epoch 62 Batch 163/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.004 Epoch 62 Batch 164/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.004 Epoch 62 Batch 165/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.005 Epoch 62 Batch 166/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.004 Epoch 62 Batch 167/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.004 Epoch 62 Batch 168/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 62 Batch 169/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.003 Epoch 62 Batch 170/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.004 Epoch 62 Batch 171/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.005 Epoch 62 Batch 172/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.005 Epoch 62 Batch 173/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.004 Epoch 62 Batch 174/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.004 Epoch 62 Batch 175/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 62 Batch 176/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.004 Epoch 62 Batch 177/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.004 Epoch 62 Batch 178/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 62 Batch 179/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 62 Batch 180/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 62 Batch 181/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.004 Epoch 62 Batch 182/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.005 Epoch 62 Batch 183/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 62 Batch 184/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.006 Epoch 62 Batch 185/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.005 Epoch 62 Batch 186/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.004 Epoch 62 Batch 187/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 62 Batch 188/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.003 Epoch 62 Batch 189/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.004 Epoch 62 Batch 190/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.004 Epoch 62 Batch 191/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.004 Epoch 62 Batch 192/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 62 Batch 193/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.004 Epoch 62 Batch 194/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.004 Epoch 62 Batch 195/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.004 Epoch 62 Batch 196/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.004 Epoch 62 Batch 197/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.005 Epoch 62 Batch 198/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 62 Batch 199/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.004 Epoch 62 Batch 200/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.003 Epoch 62 Batch 201/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.004 Epoch 62 Batch 202/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 62 Batch 203/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.005 Epoch 62 Batch 204/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.003 Epoch 62 Batch 205/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 62 Batch 206/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 62 Batch 207/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 62 Batch 208/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.005 Epoch 62 Batch 209/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.005 Epoch 62 Batch 210/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.003 Epoch 62 Batch 211/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 62 Batch 212/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 62 Batch 213/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.004 Epoch 62 Batch 214/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 62 Batch 215/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.004 Epoch 62 Batch 216/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 62 Batch 217/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.004 Epoch 62 Batch 218/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.004 Epoch 62 Batch 219/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.004 Epoch 62 Batch 220/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.004 Epoch 62 Batch 221/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.004 Epoch 62 Batch 222/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.004 Epoch 62 Batch 223/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.003 Epoch 62 Batch 224/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.005 Epoch 62 Batch 225/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.004 Epoch 62 Batch 226/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 62 Batch 227/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.007 Epoch 62 Batch 228/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.004 Epoch 62 Batch 229/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 62 Batch 230/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.004 Epoch 62 Batch 231/269 - Train Accuracy: 0.978, Validation Accuracy: 0.975, Loss: 0.004 Epoch 62 Batch 232/269 - Train Accuracy: 0.976, Validation Accuracy: 0.974, Loss: 0.004 Epoch 62 Batch 233/269 - Train Accuracy: 0.983, Validation Accuracy: 0.974, Loss: 0.003 Epoch 62 Batch 234/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.003 Epoch 62 Batch 235/269 - Train Accuracy: 0.984, Validation Accuracy: 0.974, Loss: 0.002 Epoch 62 Batch 236/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 62 Batch 237/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.003 Epoch 62 Batch 238/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.004 Epoch 62 Batch 239/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.004 Epoch 62 Batch 240/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.004 Epoch 62 Batch 241/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.004 Epoch 62 Batch 242/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.004 Epoch 62 Batch 243/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 62 Batch 244/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.004 Epoch 62 Batch 245/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 62 Batch 246/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.004 Epoch 62 Batch 247/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 62 Batch 248/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.003 Epoch 62 Batch 249/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.004 Epoch 62 Batch 250/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.004 Epoch 62 Batch 251/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 62 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.004 Epoch 62 Batch 253/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 62 Batch 254/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.005 Epoch 62 Batch 255/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.005 Epoch 62 Batch 256/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.003 Epoch 62 Batch 257/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.004 Epoch 62 Batch 258/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.004 Epoch 62 Batch 259/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.005 Epoch 62 Batch 260/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.004 Epoch 62 Batch 261/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.003 Epoch 62 Batch 262/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.006 Epoch 62 Batch 263/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 62 Batch 264/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.004 Epoch 62 Batch 265/269 - Train Accuracy: 0.980, Validation Accuracy: 0.974, Loss: 0.003 Epoch 62 Batch 266/269 - Train Accuracy: 0.978, Validation Accuracy: 0.975, Loss: 0.003 Epoch 62 Batch 267/269 - Train Accuracy: 0.978, Validation Accuracy: 0.975, Loss: 0.004 Epoch 63 Batch 0/269 - Train Accuracy: 0.980, Validation Accuracy: 0.974, Loss: 0.005 Epoch 63 Batch 1/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.004 Epoch 63 Batch 2/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.004 Epoch 63 Batch 3/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.003 Epoch 63 Batch 4/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.003 Epoch 63 Batch 5/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.004 Epoch 63 Batch 6/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.002 Epoch 63 Batch 7/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.004 Epoch 63 Batch 8/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.004 Epoch 63 Batch 9/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.005 Epoch 63 Batch 10/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 63 Batch 11/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.006 Epoch 63 Batch 12/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.005 Epoch 63 Batch 13/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.003 Epoch 63 Batch 14/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.004 Epoch 63 Batch 15/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.003 Epoch 63 Batch 16/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.005 Epoch 63 Batch 17/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 63 Batch 18/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.005 Epoch 63 Batch 19/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.003 Epoch 63 Batch 20/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.003 Epoch 63 Batch 21/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 63 Batch 22/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.004 Epoch 63 Batch 23/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.004 Epoch 63 Batch 24/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.004 Epoch 63 Batch 25/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 63 Batch 26/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 63 Batch 27/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.004 Epoch 63 Batch 28/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.004 Epoch 63 Batch 29/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.004 Epoch 63 Batch 30/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.004 Epoch 63 Batch 31/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.003 Epoch 63 Batch 32/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.003 Epoch 63 Batch 33/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 63 Batch 34/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 63 Batch 35/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.008 Epoch 63 Batch 36/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 63 Batch 37/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.004 Epoch 63 Batch 38/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.004 Epoch 63 Batch 39/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 63 Batch 40/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.005 Epoch 63 Batch 41/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.003 Epoch 63 Batch 42/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 63 Batch 43/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.004 Epoch 63 Batch 44/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.006 Epoch 63 Batch 45/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.004 Epoch 63 Batch 46/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.002 Epoch 63 Batch 47/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 63 Batch 48/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.004 Epoch 63 Batch 49/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.003 Epoch 63 Batch 50/269 - Train Accuracy: 0.979, Validation Accuracy: 0.975, Loss: 0.005 Epoch 63 Batch 51/269 - Train Accuracy: 0.981, Validation Accuracy: 0.976, Loss: 0.003 Epoch 63 Batch 52/269 - Train Accuracy: 0.981, Validation Accuracy: 0.975, Loss: 0.003 Epoch 63 Batch 53/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.003 Epoch 63 Batch 54/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.004 Epoch 63 Batch 55/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 63 Batch 56/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.003 Epoch 63 Batch 57/269 - Train Accuracy: 0.982, Validation Accuracy: 0.975, Loss: 0.004 Epoch 63 Batch 58/269 - Train Accuracy: 0.978, Validation Accuracy: 0.975, Loss: 0.003 Epoch 63 Batch 59/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.002 Epoch 63 Batch 60/269 - Train Accuracy: 0.972, Validation Accuracy: 0.973, Loss: 0.005 Epoch 63 Batch 61/269 - Train Accuracy: 0.972, Validation Accuracy: 0.974, Loss: 0.004 Epoch 63 Batch 62/269 - Train Accuracy: 0.978, Validation Accuracy: 0.975, Loss: 0.005 Epoch 63 Batch 63/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.004 Epoch 63 Batch 64/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 63 Batch 65/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.004 Epoch 63 Batch 66/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.004 Epoch 63 Batch 67/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.005 Epoch 63 Batch 68/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.003 Epoch 63 Batch 69/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.004 Epoch 63 Batch 70/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 63 Batch 71/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.005 Epoch 63 Batch 72/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.003 Epoch 63 Batch 73/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.004 Epoch 63 Batch 74/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 63 Batch 75/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.005 Epoch 63 Batch 76/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 63 Batch 77/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.004 Epoch 63 Batch 78/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.004 Epoch 63 Batch 79/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.004 Epoch 63 Batch 80/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.004 Epoch 63 Batch 81/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 63 Batch 82/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 63 Batch 83/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.005 Epoch 63 Batch 84/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 63 Batch 85/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.003 Epoch 63 Batch 86/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 63 Batch 87/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.004 Epoch 63 Batch 88/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.003 Epoch 63 Batch 89/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 63 Batch 90/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.003 Epoch 63 Batch 91/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.004 Epoch 63 Batch 92/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.004 Epoch 63 Batch 93/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.003 Epoch 63 Batch 94/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.004 Epoch 63 Batch 95/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.004 Epoch 63 Batch 96/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 63 Batch 97/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.004 Epoch 63 Batch 98/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.005 Epoch 63 Batch 99/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.003 Epoch 63 Batch 100/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 63 Batch 101/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 63 Batch 102/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.004 Epoch 63 Batch 103/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 63 Batch 104/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.004 Epoch 63 Batch 105/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.004 Epoch 63 Batch 106/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.004 Epoch 63 Batch 107/269 - Train Accuracy: 0.970, Validation Accuracy: 0.972, Loss: 0.004 Epoch 63 Batch 108/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.003 Epoch 63 Batch 109/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.004 Epoch 63 Batch 110/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 63 Batch 111/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.005 Epoch 63 Batch 112/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.004 Epoch 63 Batch 113/269 - Train Accuracy: 0.974, Validation Accuracy: 0.974, Loss: 0.005 Epoch 63 Batch 114/269 - Train Accuracy: 0.978, Validation Accuracy: 0.974, Loss: 0.003 Epoch 63 Batch 115/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.004 Epoch 63 Batch 116/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.002 Epoch 63 Batch 117/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 63 Batch 118/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 63 Batch 119/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.004 Epoch 63 Batch 120/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.005 Epoch 63 Batch 121/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 63 Batch 122/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.003 Epoch 63 Batch 123/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.005 Epoch 63 Batch 124/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.004 Epoch 63 Batch 125/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 63 Batch 126/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 63 Batch 127/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 63 Batch 128/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 63 Batch 129/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.004 Epoch 63 Batch 130/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.004 Epoch 63 Batch 131/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.004 Epoch 63 Batch 132/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.004 Epoch 63 Batch 133/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.004 Epoch 63 Batch 134/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 63 Batch 135/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 63 Batch 136/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.004 Epoch 63 Batch 137/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.005 Epoch 63 Batch 138/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 63 Batch 139/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 63 Batch 140/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.005 Epoch 63 Batch 141/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 63 Batch 142/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.004 Epoch 63 Batch 143/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.004 Epoch 63 Batch 144/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 63 Batch 145/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 63 Batch 146/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.004 Epoch 63 Batch 147/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.004 Epoch 63 Batch 148/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 63 Batch 149/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 63 Batch 150/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 63 Batch 151/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.004 Epoch 63 Batch 152/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 63 Batch 153/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.003 Epoch 63 Batch 154/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.004 Epoch 63 Batch 155/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 63 Batch 156/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 63 Batch 157/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 63 Batch 158/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 63 Batch 159/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 63 Batch 160/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 63 Batch 161/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 63 Batch 162/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 63 Batch 163/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 63 Batch 164/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 63 Batch 165/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 63 Batch 166/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 63 Batch 167/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.004 Epoch 63 Batch 168/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 63 Batch 169/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 63 Batch 170/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.004 Epoch 63 Batch 171/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.004 Epoch 63 Batch 172/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 63 Batch 173/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.004 Epoch 63 Batch 174/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 63 Batch 175/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.006 Epoch 63 Batch 176/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.003 Epoch 63 Batch 177/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.004 Epoch 63 Batch 178/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.003 Epoch 63 Batch 179/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 63 Batch 180/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 63 Batch 181/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 63 Batch 182/269 - Train Accuracy: 0.980, Validation Accuracy: 0.973, Loss: 0.004 Epoch 63 Batch 183/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.003 Epoch 63 Batch 184/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.004 Epoch 63 Batch 185/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.004 Epoch 63 Batch 186/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 63 Batch 187/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.003 Epoch 63 Batch 188/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 63 Batch 189/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 63 Batch 190/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.003 Epoch 63 Batch 191/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.004 Epoch 63 Batch 192/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 63 Batch 193/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.003 Epoch 63 Batch 194/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 63 Batch 195/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.003 Epoch 63 Batch 196/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 63 Batch 197/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.004 Epoch 63 Batch 198/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 63 Batch 199/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 63 Batch 200/269 - Train Accuracy: 0.988, Validation Accuracy: 0.970, Loss: 0.003 Epoch 63 Batch 201/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.004 Epoch 63 Batch 202/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 63 Batch 203/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 63 Batch 204/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 63 Batch 205/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.002 Epoch 63 Batch 206/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 63 Batch 207/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 63 Batch 208/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.004 Epoch 63 Batch 209/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.004 Epoch 63 Batch 210/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.003 Epoch 63 Batch 211/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 63 Batch 212/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 63 Batch 213/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 63 Batch 214/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 63 Batch 215/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.004 Epoch 63 Batch 216/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.005 Epoch 63 Batch 217/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.004 Epoch 63 Batch 218/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 63 Batch 219/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.003 Epoch 63 Batch 220/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.004 Epoch 63 Batch 221/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.003 Epoch 63 Batch 222/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.003 Epoch 63 Batch 223/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.003 Epoch 63 Batch 224/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.004 Epoch 63 Batch 225/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 63 Batch 226/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 63 Batch 227/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.006 Epoch 63 Batch 228/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 63 Batch 229/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.002 Epoch 63 Batch 230/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.003 Epoch 63 Batch 231/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.003 Epoch 63 Batch 232/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.003 Epoch 63 Batch 233/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.003 Epoch 63 Batch 234/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 63 Batch 235/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 63 Batch 236/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 63 Batch 237/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 63 Batch 238/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 63 Batch 239/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.003 Epoch 63 Batch 240/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.004 Epoch 63 Batch 241/269 - Train Accuracy: 0.978, Validation Accuracy: 0.974, Loss: 0.004 Epoch 63 Batch 242/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.003 Epoch 63 Batch 243/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.003 Epoch 63 Batch 244/269 - Train Accuracy: 0.979, Validation Accuracy: 0.975, Loss: 0.004 Epoch 63 Batch 245/269 - Train Accuracy: 0.983, Validation Accuracy: 0.974, Loss: 0.003 Epoch 63 Batch 246/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 63 Batch 247/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 63 Batch 248/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 63 Batch 249/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 63 Batch 250/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 63 Batch 251/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 63 Batch 252/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.004 Epoch 63 Batch 253/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.003 Epoch 63 Batch 254/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.004 Epoch 63 Batch 255/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.004 Epoch 63 Batch 256/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 63 Batch 257/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 63 Batch 258/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.004 Epoch 63 Batch 259/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.005 Epoch 63 Batch 260/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 63 Batch 261/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.003 Epoch 63 Batch 262/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.005 Epoch 63 Batch 263/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 63 Batch 264/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.004 Epoch 63 Batch 265/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 63 Batch 266/269 - Train Accuracy: 0.980, Validation Accuracy: 0.973, Loss: 0.003 Epoch 63 Batch 267/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.003 Epoch 64 Batch 0/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.005 Epoch 64 Batch 1/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.004 Epoch 64 Batch 2/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.004 Epoch 64 Batch 3/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.003 Epoch 64 Batch 4/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.002 Epoch 64 Batch 5/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.003 Epoch 64 Batch 6/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 64 Batch 7/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 64 Batch 8/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.004 Epoch 64 Batch 9/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.004 Epoch 64 Batch 10/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 64 Batch 11/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.005 Epoch 64 Batch 12/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.004 Epoch 64 Batch 13/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.002 Epoch 64 Batch 14/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.004 Epoch 64 Batch 15/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.003 Epoch 64 Batch 16/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.004 Epoch 64 Batch 17/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 64 Batch 18/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.004 Epoch 64 Batch 19/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 64 Batch 20/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.003 Epoch 64 Batch 21/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 64 Batch 22/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.004 Epoch 64 Batch 23/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 64 Batch 24/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.003 Epoch 64 Batch 25/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 64 Batch 26/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 64 Batch 27/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.004 Epoch 64 Batch 28/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.004 Epoch 64 Batch 29/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.004 Epoch 64 Batch 30/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.004 Epoch 64 Batch 31/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.003 Epoch 64 Batch 32/269 - Train Accuracy: 0.979, Validation Accuracy: 0.974, Loss: 0.002 Epoch 64 Batch 33/269 - Train Accuracy: 0.985, Validation Accuracy: 0.974, Loss: 0.002 Epoch 64 Batch 34/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 64 Batch 35/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.007 Epoch 64 Batch 36/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 64 Batch 37/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 64 Batch 38/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.003 Epoch 64 Batch 39/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 64 Batch 40/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.004 Epoch 64 Batch 41/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 64 Batch 42/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 64 Batch 43/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 64 Batch 44/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.005 Epoch 64 Batch 45/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 64 Batch 46/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.002 Epoch 64 Batch 47/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.003 Epoch 64 Batch 48/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.003 Epoch 64 Batch 49/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.003 Epoch 64 Batch 50/269 - Train Accuracy: 0.981, Validation Accuracy: 0.975, Loss: 0.004 Epoch 64 Batch 51/269 - Train Accuracy: 0.980, Validation Accuracy: 0.974, Loss: 0.003 Epoch 64 Batch 52/269 - Train Accuracy: 0.984, Validation Accuracy: 0.975, Loss: 0.002 Epoch 64 Batch 53/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.003 Epoch 64 Batch 54/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 64 Batch 55/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 64 Batch 56/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.003 Epoch 64 Batch 57/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 64 Batch 58/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 64 Batch 59/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 64 Batch 60/269 - Train Accuracy: 0.974, Validation Accuracy: 0.973, Loss: 0.005 Epoch 64 Batch 61/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.004 Epoch 64 Batch 62/269 - Train Accuracy: 0.980, Validation Accuracy: 0.974, Loss: 0.004 Epoch 64 Batch 63/269 - Train Accuracy: 0.977, Validation Accuracy: 0.974, Loss: 0.004 Epoch 64 Batch 64/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.002 Epoch 64 Batch 65/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.003 Epoch 64 Batch 66/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 64 Batch 67/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.004 Epoch 64 Batch 68/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.003 Epoch 64 Batch 69/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.004 Epoch 64 Batch 70/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 64 Batch 71/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.005 Epoch 64 Batch 72/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.003 Epoch 64 Batch 73/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.003 Epoch 64 Batch 74/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.003 Epoch 64 Batch 75/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.004 Epoch 64 Batch 76/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 64 Batch 77/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.003 Epoch 64 Batch 78/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.004 Epoch 64 Batch 79/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.003 Epoch 64 Batch 80/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.004 Epoch 64 Batch 81/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 64 Batch 82/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 64 Batch 83/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.004 Epoch 64 Batch 84/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 64 Batch 85/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 64 Batch 86/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 64 Batch 87/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 64 Batch 88/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 64 Batch 89/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 64 Batch 90/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.003 Epoch 64 Batch 91/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.004 Epoch 64 Batch 92/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.003 Epoch 64 Batch 93/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.003 Epoch 64 Batch 94/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 64 Batch 95/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 64 Batch 96/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 64 Batch 97/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.004 Epoch 64 Batch 98/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.005 Epoch 64 Batch 99/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 64 Batch 100/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 64 Batch 101/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 64 Batch 102/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.004 Epoch 64 Batch 103/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 64 Batch 104/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 64 Batch 105/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.004 Epoch 64 Batch 106/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.004 Epoch 64 Batch 107/269 - Train Accuracy: 0.970, Validation Accuracy: 0.972, Loss: 0.004 Epoch 64 Batch 108/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 64 Batch 109/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.003 Epoch 64 Batch 110/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 64 Batch 111/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.004 Epoch 64 Batch 112/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.003 Epoch 64 Batch 113/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.004 Epoch 64 Batch 114/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 64 Batch 115/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.003 Epoch 64 Batch 116/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.002 Epoch 64 Batch 117/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 64 Batch 118/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 64 Batch 119/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.004 Epoch 64 Batch 120/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.005 Epoch 64 Batch 121/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.003 Epoch 64 Batch 122/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.003 Epoch 64 Batch 123/269 - Train Accuracy: 0.972, Validation Accuracy: 0.973, Loss: 0.005 Epoch 64 Batch 124/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 64 Batch 125/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 64 Batch 126/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.003 Epoch 64 Batch 127/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.004 Epoch 64 Batch 128/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 64 Batch 129/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.003 Epoch 64 Batch 130/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.004 Epoch 64 Batch 131/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.004 Epoch 64 Batch 132/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 64 Batch 133/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 64 Batch 134/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 64 Batch 135/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 64 Batch 136/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.004 Epoch 64 Batch 137/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.004 Epoch 64 Batch 138/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 64 Batch 139/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 64 Batch 140/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.005 Epoch 64 Batch 141/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 64 Batch 142/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 64 Batch 143/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 64 Batch 144/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 64 Batch 145/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.003 Epoch 64 Batch 146/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.003 Epoch 64 Batch 147/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.004 Epoch 64 Batch 148/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 64 Batch 149/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.004 Epoch 64 Batch 150/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 64 Batch 151/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 64 Batch 152/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 64 Batch 153/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 64 Batch 154/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 64 Batch 155/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 64 Batch 156/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 64 Batch 157/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.004 Epoch 64 Batch 158/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.004 Epoch 64 Batch 159/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 64 Batch 160/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 64 Batch 161/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 64 Batch 162/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 64 Batch 163/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 64 Batch 164/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 64 Batch 165/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 64 Batch 166/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 64 Batch 167/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.004 Epoch 64 Batch 168/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.003 Epoch 64 Batch 169/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.002 Epoch 64 Batch 170/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 64 Batch 171/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.003 Epoch 64 Batch 172/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 64 Batch 173/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.004 Epoch 64 Batch 174/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 64 Batch 175/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.006 Epoch 64 Batch 176/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.003 Epoch 64 Batch 177/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 64 Batch 178/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 64 Batch 179/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 64 Batch 180/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 64 Batch 181/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 64 Batch 182/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.004 Epoch 64 Batch 183/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 64 Batch 184/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.004 Epoch 64 Batch 185/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 64 Batch 186/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 64 Batch 187/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 64 Batch 188/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.003 Epoch 64 Batch 189/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.003 Epoch 64 Batch 190/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 64 Batch 191/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 64 Batch 192/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.002 Epoch 64 Batch 193/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.003 Epoch 64 Batch 194/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 64 Batch 195/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 64 Batch 196/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 64 Batch 197/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 64 Batch 198/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 64 Batch 199/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 64 Batch 200/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 64 Batch 201/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 64 Batch 202/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 64 Batch 203/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 64 Batch 204/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 64 Batch 205/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 64 Batch 206/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 64 Batch 207/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 64 Batch 208/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.004 Epoch 64 Batch 209/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 64 Batch 210/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 64 Batch 211/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 64 Batch 212/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.005 Epoch 64 Batch 213/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 64 Batch 214/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 64 Batch 215/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.003 Epoch 64 Batch 216/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 64 Batch 217/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.004 Epoch 64 Batch 218/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.003 Epoch 64 Batch 219/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.003 Epoch 64 Batch 220/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.003 Epoch 64 Batch 221/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 64 Batch 222/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 64 Batch 223/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 64 Batch 224/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.004 Epoch 64 Batch 225/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.003 Epoch 64 Batch 226/269 - Train Accuracy: 0.983, Validation Accuracy: 0.974, Loss: 0.003 Epoch 64 Batch 227/269 - Train Accuracy: 0.984, Validation Accuracy: 0.974, Loss: 0.005 Epoch 64 Batch 228/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.003 Epoch 64 Batch 229/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 64 Batch 230/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 64 Batch 231/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 64 Batch 232/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 64 Batch 233/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 64 Batch 234/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 64 Batch 235/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 64 Batch 236/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 64 Batch 237/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 64 Batch 238/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 64 Batch 239/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 64 Batch 240/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.004 Epoch 64 Batch 241/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 64 Batch 242/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 64 Batch 243/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 64 Batch 244/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 64 Batch 245/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 64 Batch 246/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.003 Epoch 64 Batch 247/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.003 Epoch 64 Batch 248/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 64 Batch 249/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 64 Batch 250/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.004 Epoch 64 Batch 251/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 64 Batch 252/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.003 Epoch 64 Batch 253/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 64 Batch 254/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 64 Batch 255/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.004 Epoch 64 Batch 256/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 64 Batch 257/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 64 Batch 258/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.003 Epoch 64 Batch 259/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.004 Epoch 64 Batch 260/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.003 Epoch 64 Batch 261/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 64 Batch 262/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.004 Epoch 64 Batch 263/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.003 Epoch 64 Batch 264/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 64 Batch 265/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.003 Epoch 64 Batch 266/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.002 Epoch 64 Batch 267/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.003 Epoch 65 Batch 0/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.004 Epoch 65 Batch 1/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.004 Epoch 65 Batch 2/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.004 Epoch 65 Batch 3/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 65 Batch 4/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.002 Epoch 65 Batch 5/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 65 Batch 6/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 65 Batch 7/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 8/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.004 Epoch 65 Batch 9/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 10/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 65 Batch 11/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.005 Epoch 65 Batch 12/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.004 Epoch 65 Batch 13/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 65 Batch 14/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.004 Epoch 65 Batch 15/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.002 Epoch 65 Batch 16/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.004 Epoch 65 Batch 17/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 18/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.003 Epoch 65 Batch 19/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.003 Epoch 65 Batch 20/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 65 Batch 21/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 22/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 23/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 24/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 25/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 26/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 27/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.003 Epoch 65 Batch 28/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 29/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.004 Epoch 65 Batch 30/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.004 Epoch 65 Batch 31/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 65 Batch 32/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.002 Epoch 65 Batch 33/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 65 Batch 34/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 65 Batch 35/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.007 Epoch 65 Batch 36/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 37/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.003 Epoch 65 Batch 38/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 65 Batch 39/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 65 Batch 40/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.004 Epoch 65 Batch 41/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.003 Epoch 65 Batch 42/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 65 Batch 43/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.003 Epoch 65 Batch 44/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.005 Epoch 65 Batch 45/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.004 Epoch 65 Batch 46/269 - Train Accuracy: 0.982, Validation Accuracy: 0.975, Loss: 0.002 Epoch 65 Batch 47/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 48/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 49/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 50/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.003 Epoch 65 Batch 51/269 - Train Accuracy: 0.984, Validation Accuracy: 0.974, Loss: 0.003 Epoch 65 Batch 52/269 - Train Accuracy: 0.984, Validation Accuracy: 0.975, Loss: 0.002 Epoch 65 Batch 53/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.002 Epoch 65 Batch 54/269 - Train Accuracy: 0.982, Validation Accuracy: 0.975, Loss: 0.003 Epoch 65 Batch 55/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 65 Batch 56/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.003 Epoch 65 Batch 57/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.004 Epoch 65 Batch 58/269 - Train Accuracy: 0.979, Validation Accuracy: 0.974, Loss: 0.003 Epoch 65 Batch 59/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.001 Epoch 65 Batch 60/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.005 Epoch 65 Batch 61/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 62/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.004 Epoch 65 Batch 63/269 - Train Accuracy: 0.979, Validation Accuracy: 0.974, Loss: 0.003 Epoch 65 Batch 64/269 - Train Accuracy: 0.984, Validation Accuracy: 0.974, Loss: 0.002 Epoch 65 Batch 65/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 65 Batch 66/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 65 Batch 67/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.004 Epoch 65 Batch 68/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.003 Epoch 65 Batch 69/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 65 Batch 70/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 71/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.005 Epoch 65 Batch 72/269 - Train Accuracy: 0.980, Validation Accuracy: 0.973, Loss: 0.003 Epoch 65 Batch 73/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 65 Batch 74/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 75/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.004 Epoch 65 Batch 76/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 65 Batch 77/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 65 Batch 78/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.003 Epoch 65 Batch 79/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.003 Epoch 65 Batch 80/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 65 Batch 81/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.003 Epoch 65 Batch 82/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 65 Batch 83/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.004 Epoch 65 Batch 84/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 65 Batch 85/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 65 Batch 86/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 65 Batch 87/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 65 Batch 88/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 65 Batch 89/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 65 Batch 90/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 65 Batch 91/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.004 Epoch 65 Batch 92/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 65 Batch 93/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 65 Batch 94/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 65 Batch 95/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 65 Batch 96/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 65 Batch 97/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 65 Batch 98/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.004 Epoch 65 Batch 99/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.003 Epoch 65 Batch 100/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 65 Batch 101/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.005 Epoch 65 Batch 102/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.003 Epoch 65 Batch 103/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.004 Epoch 65 Batch 104/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 65 Batch 105/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 65 Batch 106/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 65 Batch 107/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.004 Epoch 65 Batch 108/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 65 Batch 109/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.003 Epoch 65 Batch 110/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 65 Batch 111/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.004 Epoch 65 Batch 112/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 65 Batch 113/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.004 Epoch 65 Batch 114/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 115/269 - Train Accuracy: 0.980, Validation Accuracy: 0.973, Loss: 0.003 Epoch 65 Batch 116/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.002 Epoch 65 Batch 117/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 118/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 65 Batch 119/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.004 Epoch 65 Batch 120/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.004 Epoch 65 Batch 121/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.003 Epoch 65 Batch 122/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.003 Epoch 65 Batch 123/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.005 Epoch 65 Batch 124/269 - Train Accuracy: 0.980, Validation Accuracy: 0.973, Loss: 0.004 Epoch 65 Batch 125/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 65 Batch 126/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.003 Epoch 65 Batch 127/269 - Train Accuracy: 0.980, Validation Accuracy: 0.974, Loss: 0.004 Epoch 65 Batch 128/269 - Train Accuracy: 0.984, Validation Accuracy: 0.975, Loss: 0.002 Epoch 65 Batch 129/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.003 Epoch 65 Batch 130/269 - Train Accuracy: 0.980, Validation Accuracy: 0.973, Loss: 0.004 Epoch 65 Batch 131/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.004 Epoch 65 Batch 132/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.003 Epoch 65 Batch 133/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.004 Epoch 65 Batch 134/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 65 Batch 135/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 65 Batch 136/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.004 Epoch 65 Batch 137/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.004 Epoch 65 Batch 138/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 65 Batch 139/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 65 Batch 140/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.004 Epoch 65 Batch 141/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 65 Batch 142/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.003 Epoch 65 Batch 143/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 144/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 65 Batch 145/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 146/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 147/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.004 Epoch 65 Batch 148/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.002 Epoch 65 Batch 149/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 65 Batch 150/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 65 Batch 151/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 65 Batch 152/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 65 Batch 153/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 65 Batch 154/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 65 Batch 155/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 65 Batch 156/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 65 Batch 157/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 65 Batch 158/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.004 Epoch 65 Batch 159/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 65 Batch 160/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 65 Batch 161/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 65 Batch 162/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.004 Epoch 65 Batch 163/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.003 Epoch 65 Batch 164/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 65 Batch 165/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 65 Batch 166/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.003 Epoch 65 Batch 167/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.003 Epoch 65 Batch 168/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 169/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.002 Epoch 65 Batch 170/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 171/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.003 Epoch 65 Batch 172/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 65 Batch 173/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 65 Batch 174/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 65 Batch 175/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.005 Epoch 65 Batch 176/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 177/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 65 Batch 178/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 65 Batch 179/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 65 Batch 180/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 65 Batch 181/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 65 Batch 182/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 65 Batch 183/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 65 Batch 184/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.004 Epoch 65 Batch 185/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 65 Batch 186/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 65 Batch 187/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 65 Batch 188/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 65 Batch 189/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 65 Batch 190/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 65 Batch 191/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.003 Epoch 65 Batch 192/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 65 Batch 193/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 194/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 65 Batch 195/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 196/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 65 Batch 197/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 65 Batch 198/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 65 Batch 199/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 65 Batch 200/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 65 Batch 201/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 65 Batch 202/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 65 Batch 203/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 65 Batch 204/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 65 Batch 205/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 65 Batch 206/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 65 Batch 207/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 65 Batch 208/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.004 Epoch 65 Batch 209/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.004 Epoch 65 Batch 210/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 65 Batch 211/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 65 Batch 212/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.005 Epoch 65 Batch 213/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 214/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 65 Batch 215/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.004 Epoch 65 Batch 216/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.005 Epoch 65 Batch 217/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.003 Epoch 65 Batch 218/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 65 Batch 219/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 220/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.003 Epoch 65 Batch 221/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.004 Epoch 65 Batch 222/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 65 Batch 223/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 65 Batch 224/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.004 Epoch 65 Batch 225/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 65 Batch 226/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 65 Batch 227/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.005 Epoch 65 Batch 228/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 65 Batch 229/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.002 Epoch 65 Batch 230/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.003 Epoch 65 Batch 231/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.002 Epoch 65 Batch 232/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 65 Batch 233/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 65 Batch 234/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 235/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 65 Batch 236/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 65 Batch 237/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 65 Batch 238/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.003 Epoch 65 Batch 239/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 240/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 65 Batch 241/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 65 Batch 242/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.002 Epoch 65 Batch 243/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.002 Epoch 65 Batch 244/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.003 Epoch 65 Batch 245/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 65 Batch 246/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.003 Epoch 65 Batch 247/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.003 Epoch 65 Batch 248/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 65 Batch 249/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 65 Batch 250/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 65 Batch 251/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 65 Batch 252/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.003 Epoch 65 Batch 253/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 65 Batch 254/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.003 Epoch 65 Batch 255/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.004 Epoch 65 Batch 256/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 65 Batch 257/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 65 Batch 258/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.003 Epoch 65 Batch 259/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.005 Epoch 65 Batch 260/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.003 Epoch 65 Batch 261/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.002 Epoch 65 Batch 262/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 65 Batch 263/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.003 Epoch 65 Batch 264/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 65 Batch 265/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 65 Batch 266/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 65 Batch 267/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 66 Batch 0/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.004 Epoch 66 Batch 1/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.004 Epoch 66 Batch 2/269 - Train Accuracy: 0.980, Validation Accuracy: 0.973, Loss: 0.004 Epoch 66 Batch 3/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 66 Batch 4/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 66 Batch 5/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.003 Epoch 66 Batch 6/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 66 Batch 7/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 66 Batch 8/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.004 Epoch 66 Batch 9/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.003 Epoch 66 Batch 10/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 66 Batch 11/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.004 Epoch 66 Batch 12/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.004 Epoch 66 Batch 13/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 66 Batch 14/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 66 Batch 15/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.003 Epoch 66 Batch 16/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.004 Epoch 66 Batch 17/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.002 Epoch 66 Batch 18/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 66 Batch 19/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 66 Batch 20/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.003 Epoch 66 Batch 21/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.003 Epoch 66 Batch 22/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.003 Epoch 66 Batch 23/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 66 Batch 24/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 66 Batch 25/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 66 Batch 26/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 66 Batch 27/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 66 Batch 28/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 66 Batch 29/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.004 Epoch 66 Batch 30/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.004 Epoch 66 Batch 31/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 66 Batch 32/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.002 Epoch 66 Batch 33/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 66 Batch 34/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 66 Batch 35/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.007 Epoch 66 Batch 36/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 66 Batch 37/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.004 Epoch 66 Batch 38/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.003 Epoch 66 Batch 39/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 66 Batch 40/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 66 Batch 41/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 66 Batch 42/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 66 Batch 43/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 66 Batch 44/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.004 Epoch 66 Batch 45/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 66 Batch 46/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 66 Batch 47/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.003 Epoch 66 Batch 48/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 66 Batch 49/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 66 Batch 50/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 66 Batch 51/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 66 Batch 52/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 66 Batch 53/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.002 Epoch 66 Batch 54/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 66 Batch 55/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 66 Batch 56/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 66 Batch 57/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.003 Epoch 66 Batch 58/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.003 Epoch 66 Batch 59/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 66 Batch 60/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.005 Epoch 66 Batch 61/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.004 Epoch 66 Batch 62/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.004 Epoch 66 Batch 63/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 66 Batch 64/269 - Train Accuracy: 0.983, Validation Accuracy: 0.974, Loss: 0.002 Epoch 66 Batch 65/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 66 Batch 66/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 66 Batch 67/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 66 Batch 68/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 66 Batch 69/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 66 Batch 70/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.003 Epoch 66 Batch 71/269 - Train Accuracy: 0.977, Validation Accuracy: 0.974, Loss: 0.004 Epoch 66 Batch 72/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.003 Epoch 66 Batch 73/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 66 Batch 74/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 66 Batch 75/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.003 Epoch 66 Batch 76/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.002 Epoch 66 Batch 77/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 66 Batch 78/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.003 Epoch 66 Batch 79/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.003 Epoch 66 Batch 80/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.004 Epoch 66 Batch 81/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.004 Epoch 66 Batch 82/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 66 Batch 83/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.004 Epoch 66 Batch 84/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 66 Batch 85/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.002 Epoch 66 Batch 86/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 66 Batch 87/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 66 Batch 88/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 66 Batch 89/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 66 Batch 90/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.003 Epoch 66 Batch 91/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 66 Batch 92/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 66 Batch 93/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 66 Batch 94/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.004 Epoch 66 Batch 95/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 66 Batch 96/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.002 Epoch 66 Batch 97/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 66 Batch 98/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.004 Epoch 66 Batch 99/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 66 Batch 100/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 66 Batch 101/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 66 Batch 102/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.003 Epoch 66 Batch 103/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.004 Epoch 66 Batch 104/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 66 Batch 105/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 66 Batch 106/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.003 Epoch 66 Batch 107/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.004 Epoch 66 Batch 108/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 66 Batch 109/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 66 Batch 110/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.002 Epoch 66 Batch 111/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.003 Epoch 66 Batch 112/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.003 Epoch 66 Batch 113/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.004 Epoch 66 Batch 114/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.002 Epoch 66 Batch 115/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 66 Batch 116/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 66 Batch 117/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 66 Batch 118/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.003 Epoch 66 Batch 119/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.004 Epoch 66 Batch 120/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.004 Epoch 66 Batch 121/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 66 Batch 122/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.003 Epoch 66 Batch 123/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.004 Epoch 66 Batch 124/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 66 Batch 125/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 66 Batch 126/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 66 Batch 127/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 66 Batch 128/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 66 Batch 129/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.004 Epoch 66 Batch 130/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.004 Epoch 66 Batch 131/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.004 Epoch 66 Batch 132/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 66 Batch 133/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 66 Batch 134/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 66 Batch 135/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 66 Batch 136/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.004 Epoch 66 Batch 137/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.004 Epoch 66 Batch 138/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 66 Batch 139/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 66 Batch 140/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.004 Epoch 66 Batch 141/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.003 Epoch 66 Batch 142/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.004 Epoch 66 Batch 143/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 66 Batch 144/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 66 Batch 145/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 66 Batch 146/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 66 Batch 147/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.004 Epoch 66 Batch 148/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 66 Batch 149/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 66 Batch 150/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 66 Batch 151/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 66 Batch 152/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 66 Batch 153/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 66 Batch 154/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 66 Batch 155/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 66 Batch 156/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.003 Epoch 66 Batch 157/269 - Train Accuracy: 0.982, Validation Accuracy: 0.974, Loss: 0.003 Epoch 66 Batch 158/269 - Train Accuracy: 0.985, Validation Accuracy: 0.974, Loss: 0.003 Epoch 66 Batch 159/269 - Train Accuracy: 0.982, Validation Accuracy: 0.974, Loss: 0.003 Epoch 66 Batch 160/269 - Train Accuracy: 0.982, Validation Accuracy: 0.974, Loss: 0.003 Epoch 66 Batch 161/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 66 Batch 162/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 66 Batch 163/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.003 Epoch 66 Batch 164/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 66 Batch 165/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 66 Batch 166/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 66 Batch 167/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 66 Batch 168/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 66 Batch 169/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 66 Batch 170/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 66 Batch 171/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 66 Batch 172/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 66 Batch 173/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 66 Batch 174/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 66 Batch 175/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.005 Epoch 66 Batch 176/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 66 Batch 177/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 66 Batch 178/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 66 Batch 179/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 66 Batch 180/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 66 Batch 181/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.004 Epoch 66 Batch 182/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.003 Epoch 66 Batch 183/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 66 Batch 184/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.005 Epoch 66 Batch 185/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 66 Batch 186/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 66 Batch 187/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 66 Batch 188/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 66 Batch 189/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 66 Batch 190/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 66 Batch 191/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.003 Epoch 66 Batch 192/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.002 Epoch 66 Batch 193/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 66 Batch 194/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 66 Batch 195/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.003 Epoch 66 Batch 196/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 66 Batch 197/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 66 Batch 198/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 66 Batch 199/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 66 Batch 200/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.002 Epoch 66 Batch 201/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 66 Batch 202/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 66 Batch 203/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.004 Epoch 66 Batch 204/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 66 Batch 205/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 66 Batch 206/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 66 Batch 207/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 66 Batch 208/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.004 Epoch 66 Batch 209/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.004 Epoch 66 Batch 210/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.003 Epoch 66 Batch 211/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 66 Batch 212/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.005 Epoch 66 Batch 213/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 66 Batch 214/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 66 Batch 215/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 66 Batch 216/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.004 Epoch 66 Batch 217/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.004 Epoch 66 Batch 218/269 - Train Accuracy: 0.987, Validation Accuracy: 0.973, Loss: 0.002 Epoch 66 Batch 219/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 66 Batch 220/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.002 Epoch 66 Batch 221/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 66 Batch 222/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 66 Batch 223/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 66 Batch 224/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.004 Epoch 66 Batch 225/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 66 Batch 226/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 66 Batch 227/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.004 Epoch 66 Batch 228/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.002 Epoch 66 Batch 229/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 66 Batch 230/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.003 Epoch 66 Batch 231/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 66 Batch 232/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 66 Batch 233/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 66 Batch 234/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 66 Batch 235/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 66 Batch 236/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 66 Batch 237/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.002 Epoch 66 Batch 238/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 66 Batch 239/269 - Train Accuracy: 0.981, Validation Accuracy: 0.976, Loss: 0.003 Epoch 66 Batch 240/269 - Train Accuracy: 0.981, Validation Accuracy: 0.974, Loss: 0.003 Epoch 66 Batch 241/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.003 Epoch 66 Batch 242/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.003 Epoch 66 Batch 243/269 - Train Accuracy: 0.987, Validation Accuracy: 0.974, Loss: 0.002 Epoch 66 Batch 244/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.003 Epoch 66 Batch 245/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 66 Batch 246/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.003 Epoch 66 Batch 247/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 66 Batch 248/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 66 Batch 249/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 66 Batch 250/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 66 Batch 251/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 66 Batch 252/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.003 Epoch 66 Batch 253/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 66 Batch 254/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 66 Batch 255/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.004 Epoch 66 Batch 256/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 66 Batch 257/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 66 Batch 258/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 66 Batch 259/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.005 Epoch 66 Batch 260/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.003 Epoch 66 Batch 261/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.002 Epoch 66 Batch 262/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.004 Epoch 66 Batch 263/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 66 Batch 264/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.003 Epoch 66 Batch 265/269 - Train Accuracy: 0.981, Validation Accuracy: 0.974, Loss: 0.003 Epoch 66 Batch 266/269 - Train Accuracy: 0.983, Validation Accuracy: 0.975, Loss: 0.002 Epoch 66 Batch 267/269 - Train Accuracy: 0.982, Validation Accuracy: 0.974, Loss: 0.003 Epoch 67 Batch 0/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.004 Epoch 67 Batch 1/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.003 Epoch 67 Batch 2/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.004 Epoch 67 Batch 3/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 67 Batch 4/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 67 Batch 5/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 67 Batch 6/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 67 Batch 7/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.003 Epoch 67 Batch 8/269 - Train Accuracy: 0.980, Validation Accuracy: 0.974, Loss: 0.004 Epoch 67 Batch 9/269 - Train Accuracy: 0.981, Validation Accuracy: 0.975, Loss: 0.003 Epoch 67 Batch 10/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 67 Batch 11/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.004 Epoch 67 Batch 12/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.004 Epoch 67 Batch 13/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.002 Epoch 67 Batch 14/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 67 Batch 15/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 67 Batch 16/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.004 Epoch 67 Batch 17/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.003 Epoch 67 Batch 18/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 67 Batch 19/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 67 Batch 20/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 67 Batch 21/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 67 Batch 22/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 67 Batch 23/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 67 Batch 24/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.003 Epoch 67 Batch 25/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 67 Batch 26/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 67 Batch 27/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 67 Batch 28/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 67 Batch 29/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.004 Epoch 67 Batch 30/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 67 Batch 31/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 67 Batch 32/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.003 Epoch 67 Batch 33/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 67 Batch 34/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 67 Batch 35/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.007 Epoch 67 Batch 36/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 67 Batch 37/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.003 Epoch 67 Batch 38/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.003 Epoch 67 Batch 39/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 67 Batch 40/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 67 Batch 41/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.002 Epoch 67 Batch 42/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 67 Batch 43/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 67 Batch 44/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.004 Epoch 67 Batch 45/269 - Train Accuracy: 0.982, Validation Accuracy: 0.975, Loss: 0.003 Epoch 67 Batch 46/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 67 Batch 47/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.003 Epoch 67 Batch 48/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 67 Batch 49/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 67 Batch 50/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.004 Epoch 67 Batch 51/269 - Train Accuracy: 0.982, Validation Accuracy: 0.975, Loss: 0.002 Epoch 67 Batch 52/269 - Train Accuracy: 0.984, Validation Accuracy: 0.977, Loss: 0.002 Epoch 67 Batch 53/269 - Train Accuracy: 0.985, Validation Accuracy: 0.974, Loss: 0.002 Epoch 67 Batch 54/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.003 Epoch 67 Batch 55/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 67 Batch 56/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 67 Batch 57/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.003 Epoch 67 Batch 58/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 67 Batch 59/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 67 Batch 60/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.005 Epoch 67 Batch 61/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 67 Batch 62/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.004 Epoch 67 Batch 63/269 - Train Accuracy: 0.984, Validation Accuracy: 0.975, Loss: 0.003 Epoch 67 Batch 64/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 67 Batch 65/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 67 Batch 66/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 67 Batch 67/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.004 Epoch 67 Batch 68/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 67 Batch 69/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 67 Batch 70/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.003 Epoch 67 Batch 71/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.004 Epoch 67 Batch 72/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.003 Epoch 67 Batch 73/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 67 Batch 74/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 67 Batch 75/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.003 Epoch 67 Batch 76/269 - Train Accuracy: 0.983, Validation Accuracy: 0.961, Loss: 0.002 Epoch 67 Batch 77/269 - Train Accuracy: 0.982, Validation Accuracy: 0.961, Loss: 0.003 Epoch 67 Batch 78/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.003 Epoch 67 Batch 79/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.003 Epoch 67 Batch 80/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 67 Batch 81/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 67 Batch 82/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.002 Epoch 67 Batch 83/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.005 Epoch 67 Batch 84/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 67 Batch 85/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 67 Batch 86/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 67 Batch 87/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.003 Epoch 67 Batch 88/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.003 Epoch 67 Batch 89/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.003 Epoch 67 Batch 90/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.003 Epoch 67 Batch 91/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 67 Batch 92/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 67 Batch 93/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 67 Batch 94/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 67 Batch 95/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 67 Batch 96/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 67 Batch 97/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 67 Batch 98/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 67 Batch 99/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 67 Batch 100/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 67 Batch 101/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 67 Batch 102/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 67 Batch 103/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.004 Epoch 67 Batch 104/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 67 Batch 105/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 67 Batch 106/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.003 Epoch 67 Batch 107/269 - Train Accuracy: 0.973, Validation Accuracy: 0.973, Loss: 0.004 Epoch 67 Batch 108/269 - Train Accuracy: 0.983, Validation Accuracy: 0.974, Loss: 0.002 Epoch 67 Batch 109/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 67 Batch 110/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 67 Batch 111/269 - Train Accuracy: 0.980, Validation Accuracy: 0.974, Loss: 0.003 Epoch 67 Batch 112/269 - Train Accuracy: 0.980, Validation Accuracy: 0.973, Loss: 0.003 Epoch 67 Batch 113/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.004 Epoch 67 Batch 114/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 67 Batch 115/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.003 Epoch 67 Batch 116/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 67 Batch 117/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 67 Batch 118/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.003 Epoch 67 Batch 119/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 67 Batch 120/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.003 Epoch 67 Batch 121/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.002 Epoch 67 Batch 122/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 67 Batch 123/269 - Train Accuracy: 0.977, Validation Accuracy: 0.974, Loss: 0.004 Epoch 67 Batch 124/269 - Train Accuracy: 0.981, Validation Accuracy: 0.975, Loss: 0.003 Epoch 67 Batch 125/269 - Train Accuracy: 0.983, Validation Accuracy: 0.975, Loss: 0.002 Epoch 67 Batch 126/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.002 Epoch 67 Batch 127/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.003 Epoch 67 Batch 128/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 67 Batch 129/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.004 Epoch 67 Batch 130/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.004 Epoch 67 Batch 131/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.004 Epoch 67 Batch 132/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 67 Batch 133/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 67 Batch 134/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.003 Epoch 67 Batch 135/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 67 Batch 136/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.003 Epoch 67 Batch 137/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.004 Epoch 67 Batch 138/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 67 Batch 139/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 67 Batch 140/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.004 Epoch 67 Batch 141/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 67 Batch 142/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.003 Epoch 67 Batch 143/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 67 Batch 144/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 67 Batch 145/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 67 Batch 146/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 67 Batch 147/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.004 Epoch 67 Batch 148/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 67 Batch 149/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.004 Epoch 67 Batch 150/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 67 Batch 151/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 67 Batch 152/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 67 Batch 153/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 67 Batch 154/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 67 Batch 155/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 67 Batch 156/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 67 Batch 157/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 67 Batch 158/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.004 Epoch 67 Batch 159/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.002 Epoch 67 Batch 160/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.002 Epoch 67 Batch 161/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 67 Batch 162/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 67 Batch 163/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.003 Epoch 67 Batch 164/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 67 Batch 165/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.003 Epoch 67 Batch 166/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 67 Batch 167/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 67 Batch 168/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 67 Batch 169/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.002 Epoch 67 Batch 170/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.003 Epoch 67 Batch 171/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.003 Epoch 67 Batch 172/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.003 Epoch 67 Batch 173/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 67 Batch 174/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 67 Batch 175/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.005 Epoch 67 Batch 176/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.002 Epoch 67 Batch 177/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 67 Batch 178/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 67 Batch 179/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 67 Batch 180/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 67 Batch 181/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.004 Epoch 67 Batch 182/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 67 Batch 183/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 67 Batch 184/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.004 Epoch 67 Batch 185/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.003 Epoch 67 Batch 186/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 67 Batch 187/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 67 Batch 188/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.002 Epoch 67 Batch 189/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 67 Batch 190/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 67 Batch 191/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 67 Batch 192/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 67 Batch 193/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 67 Batch 194/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 67 Batch 195/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 67 Batch 196/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 67 Batch 197/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 67 Batch 198/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 67 Batch 199/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 67 Batch 200/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 67 Batch 201/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.004 Epoch 67 Batch 202/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 67 Batch 203/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 67 Batch 204/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 67 Batch 205/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 67 Batch 206/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 67 Batch 207/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 67 Batch 208/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 67 Batch 209/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 67 Batch 210/269 - Train Accuracy: 0.987, Validation Accuracy: 0.964, Loss: 0.002 Epoch 67 Batch 211/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 67 Batch 212/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 67 Batch 213/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 67 Batch 214/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 67 Batch 215/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 67 Batch 216/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.004 Epoch 67 Batch 217/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.003 Epoch 67 Batch 218/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 67 Batch 219/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 67 Batch 220/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.003 Epoch 67 Batch 221/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 67 Batch 222/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 67 Batch 223/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.002 Epoch 67 Batch 224/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.004 Epoch 67 Batch 225/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 67 Batch 226/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 67 Batch 227/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.004 Epoch 67 Batch 228/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 67 Batch 229/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 67 Batch 230/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.003 Epoch 67 Batch 231/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 67 Batch 232/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 67 Batch 233/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 67 Batch 234/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 67 Batch 235/269 - Train Accuracy: 0.986, Validation Accuracy: 0.974, Loss: 0.001 Epoch 67 Batch 236/269 - Train Accuracy: 0.984, Validation Accuracy: 0.974, Loss: 0.002 Epoch 67 Batch 237/269 - Train Accuracy: 0.984, Validation Accuracy: 0.974, Loss: 0.003 Epoch 67 Batch 238/269 - Train Accuracy: 0.984, Validation Accuracy: 0.975, Loss: 0.003 Epoch 67 Batch 239/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.003 Epoch 67 Batch 240/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 67 Batch 241/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 67 Batch 242/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.003 Epoch 67 Batch 243/269 - Train Accuracy: 0.984, Validation Accuracy: 0.974, Loss: 0.003 Epoch 67 Batch 244/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.004 Epoch 67 Batch 245/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 67 Batch 246/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.003 Epoch 67 Batch 247/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.002 Epoch 67 Batch 248/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 67 Batch 249/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 67 Batch 250/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 67 Batch 251/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 67 Batch 252/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.003 Epoch 67 Batch 253/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 67 Batch 254/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 67 Batch 255/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.004 Epoch 67 Batch 256/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 67 Batch 257/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 67 Batch 258/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.004 Epoch 67 Batch 259/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.004 Epoch 67 Batch 260/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 67 Batch 261/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.002 Epoch 67 Batch 262/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.004 Epoch 67 Batch 263/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 67 Batch 264/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 67 Batch 265/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 67 Batch 266/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.002 Epoch 67 Batch 267/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 68 Batch 0/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.004 Epoch 68 Batch 1/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.003 Epoch 68 Batch 2/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.004 Epoch 68 Batch 3/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 68 Batch 4/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 68 Batch 5/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 68 Batch 6/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 68 Batch 7/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 68 Batch 8/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 68 Batch 9/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.003 Epoch 68 Batch 10/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 68 Batch 11/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.005 Epoch 68 Batch 12/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.004 Epoch 68 Batch 13/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 68 Batch 14/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 68 Batch 15/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 68 Batch 16/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 68 Batch 17/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 68 Batch 18/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.003 Epoch 68 Batch 19/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 68 Batch 20/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 68 Batch 21/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 68 Batch 22/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 68 Batch 23/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 68 Batch 24/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.003 Epoch 68 Batch 25/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 68 Batch 26/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 68 Batch 27/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 68 Batch 28/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 68 Batch 29/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 68 Batch 30/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.004 Epoch 68 Batch 31/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 68 Batch 32/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.002 Epoch 68 Batch 33/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 68 Batch 34/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 68 Batch 35/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.006 Epoch 68 Batch 36/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 68 Batch 37/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 68 Batch 38/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 68 Batch 39/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 68 Batch 40/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 68 Batch 41/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 68 Batch 42/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 68 Batch 43/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 68 Batch 44/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.004 Epoch 68 Batch 45/269 - Train Accuracy: 0.981, Validation Accuracy: 0.974, Loss: 0.003 Epoch 68 Batch 46/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.002 Epoch 68 Batch 47/269 - Train Accuracy: 0.987, Validation Accuracy: 0.973, Loss: 0.002 Epoch 68 Batch 48/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 68 Batch 49/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.002 Epoch 68 Batch 50/269 - Train Accuracy: 0.982, Validation Accuracy: 0.974, Loss: 0.003 Epoch 68 Batch 51/269 - Train Accuracy: 0.984, Validation Accuracy: 0.974, Loss: 0.002 Epoch 68 Batch 52/269 - Train Accuracy: 0.984, Validation Accuracy: 0.976, Loss: 0.002 Epoch 68 Batch 53/269 - Train Accuracy: 0.986, Validation Accuracy: 0.977, Loss: 0.002 Epoch 68 Batch 54/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.003 Epoch 68 Batch 55/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.003 Epoch 68 Batch 56/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 68 Batch 57/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 68 Batch 58/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 68 Batch 59/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 68 Batch 60/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.005 Epoch 68 Batch 61/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 68 Batch 62/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.004 Epoch 68 Batch 63/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.003 Epoch 68 Batch 64/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.002 Epoch 68 Batch 65/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 68 Batch 66/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.004 Epoch 68 Batch 67/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.004 Epoch 68 Batch 68/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.003 Epoch 68 Batch 69/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 68 Batch 70/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.003 Epoch 68 Batch 71/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.004 Epoch 68 Batch 72/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 68 Batch 73/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 68 Batch 74/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 68 Batch 75/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 68 Batch 76/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 68 Batch 77/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 68 Batch 78/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.003 Epoch 68 Batch 79/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 68 Batch 80/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.004 Epoch 68 Batch 81/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.003 Epoch 68 Batch 82/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.002 Epoch 68 Batch 83/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.004 Epoch 68 Batch 84/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 68 Batch 85/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 68 Batch 86/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 68 Batch 87/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.003 Epoch 68 Batch 88/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.003 Epoch 68 Batch 89/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 68 Batch 90/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.003 Epoch 68 Batch 91/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 68 Batch 92/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 68 Batch 93/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.003 Epoch 68 Batch 94/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 68 Batch 95/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 68 Batch 96/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 68 Batch 97/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 68 Batch 98/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.004 Epoch 68 Batch 99/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 68 Batch 100/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 68 Batch 101/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.005 Epoch 68 Batch 102/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 68 Batch 103/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 68 Batch 104/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 68 Batch 105/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 68 Batch 106/269 - Train Accuracy: 0.978, Validation Accuracy: 0.974, Loss: 0.003 Epoch 68 Batch 107/269 - Train Accuracy: 0.975, Validation Accuracy: 0.973, Loss: 0.003 Epoch 68 Batch 108/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 68 Batch 109/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.003 Epoch 68 Batch 110/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.002 Epoch 68 Batch 111/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.003 Epoch 68 Batch 112/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 68 Batch 113/269 - Train Accuracy: 0.980, Validation Accuracy: 0.974, Loss: 0.004 Epoch 68 Batch 114/269 - Train Accuracy: 0.983, Validation Accuracy: 0.974, Loss: 0.002 Epoch 68 Batch 115/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.003 Epoch 68 Batch 116/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 68 Batch 117/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.002 Epoch 68 Batch 118/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 68 Batch 119/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.004 Epoch 68 Batch 120/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.004 Epoch 68 Batch 121/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.003 Epoch 68 Batch 122/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 68 Batch 123/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.004 Epoch 68 Batch 124/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 68 Batch 125/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 68 Batch 126/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.003 Epoch 68 Batch 127/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 68 Batch 128/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 68 Batch 129/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.003 Epoch 68 Batch 130/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.004 Epoch 68 Batch 131/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.004 Epoch 68 Batch 132/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 68 Batch 133/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.004 Epoch 68 Batch 134/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 68 Batch 135/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 68 Batch 136/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.004 Epoch 68 Batch 137/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.004 Epoch 68 Batch 138/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 68 Batch 139/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.002 Epoch 68 Batch 140/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.004 Epoch 68 Batch 141/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 68 Batch 142/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.003 Epoch 68 Batch 143/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 68 Batch 144/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.003 Epoch 68 Batch 145/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.003 Epoch 68 Batch 146/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.003 Epoch 68 Batch 147/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.003 Epoch 68 Batch 148/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 68 Batch 149/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 68 Batch 150/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 68 Batch 151/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 68 Batch 152/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 68 Batch 153/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 68 Batch 154/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 68 Batch 155/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 68 Batch 156/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 68 Batch 157/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.003 Epoch 68 Batch 158/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.003 Epoch 68 Batch 159/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 68 Batch 160/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.002 Epoch 68 Batch 161/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 68 Batch 162/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 68 Batch 163/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.003 Epoch 68 Batch 164/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.003 Epoch 68 Batch 165/269 - Train Accuracy: 0.982, Validation Accuracy: 0.974, Loss: 0.003 Epoch 68 Batch 166/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.002 Epoch 68 Batch 167/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.003 Epoch 68 Batch 168/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 68 Batch 169/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.002 Epoch 68 Batch 170/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.003 Epoch 68 Batch 171/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.004 Epoch 68 Batch 172/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 68 Batch 173/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 68 Batch 174/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 68 Batch 175/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.005 Epoch 68 Batch 176/269 - Train Accuracy: 0.980, Validation Accuracy: 0.973, Loss: 0.003 Epoch 68 Batch 177/269 - Train Accuracy: 0.983, Validation Accuracy: 0.975, Loss: 0.002 Epoch 68 Batch 178/269 - Train Accuracy: 0.980, Validation Accuracy: 0.975, Loss: 0.003 Epoch 68 Batch 179/269 - Train Accuracy: 0.985, Validation Accuracy: 0.974, Loss: 0.002 Epoch 68 Batch 180/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 68 Batch 181/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 68 Batch 182/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 68 Batch 183/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 68 Batch 184/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.005 Epoch 68 Batch 185/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 68 Batch 186/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 68 Batch 187/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 68 Batch 188/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.003 Epoch 68 Batch 189/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 68 Batch 190/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.003 Epoch 68 Batch 191/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.003 Epoch 68 Batch 192/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.002 Epoch 68 Batch 193/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.003 Epoch 68 Batch 194/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.003 Epoch 68 Batch 195/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 68 Batch 196/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 68 Batch 197/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 68 Batch 198/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 68 Batch 199/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 68 Batch 200/269 - Train Accuracy: 0.988, Validation Accuracy: 0.970, Loss: 0.002 Epoch 68 Batch 201/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.003 Epoch 68 Batch 202/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.004 Epoch 68 Batch 203/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 68 Batch 204/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 68 Batch 205/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 68 Batch 206/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 68 Batch 207/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 68 Batch 208/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 68 Batch 209/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 68 Batch 210/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 68 Batch 211/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.003 Epoch 68 Batch 212/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.005 Epoch 68 Batch 213/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 68 Batch 214/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.003 Epoch 68 Batch 215/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.003 Epoch 68 Batch 216/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 68 Batch 217/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.003 Epoch 68 Batch 218/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 68 Batch 219/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.003 Epoch 68 Batch 220/269 - Train Accuracy: 0.976, Validation Accuracy: 0.973, Loss: 0.003 Epoch 68 Batch 221/269 - Train Accuracy: 0.980, Validation Accuracy: 0.973, Loss: 0.004 Epoch 68 Batch 222/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.003 Epoch 68 Batch 223/269 - Train Accuracy: 0.984, Validation Accuracy: 0.974, Loss: 0.002 Epoch 68 Batch 224/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.004 Epoch 68 Batch 225/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 68 Batch 226/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 68 Batch 227/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.004 Epoch 68 Batch 228/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 68 Batch 229/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.002 Epoch 68 Batch 230/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 68 Batch 231/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 68 Batch 232/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.003 Epoch 68 Batch 233/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 68 Batch 234/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 68 Batch 235/269 - Train Accuracy: 0.985, Validation Accuracy: 0.974, Loss: 0.002 Epoch 68 Batch 236/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.003 Epoch 68 Batch 237/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 68 Batch 238/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.003 Epoch 68 Batch 239/269 - Train Accuracy: 0.983, Validation Accuracy: 0.974, Loss: 0.003 Epoch 68 Batch 240/269 - Train Accuracy: 0.984, Validation Accuracy: 0.974, Loss: 0.003 Epoch 68 Batch 241/269 - Train Accuracy: 0.982, Validation Accuracy: 0.975, Loss: 0.003 Epoch 68 Batch 242/269 - Train Accuracy: 0.981, Validation Accuracy: 0.974, Loss: 0.002 Epoch 68 Batch 243/269 - Train Accuracy: 0.983, Validation Accuracy: 0.974, Loss: 0.002 Epoch 68 Batch 244/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.003 Epoch 68 Batch 245/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 68 Batch 246/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.004 Epoch 68 Batch 247/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.003 Epoch 68 Batch 248/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 68 Batch 249/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 68 Batch 250/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 68 Batch 251/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 68 Batch 252/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.003 Epoch 68 Batch 253/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 68 Batch 254/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.003 Epoch 68 Batch 255/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.004 Epoch 68 Batch 256/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 68 Batch 257/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.004 Epoch 68 Batch 258/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 68 Batch 259/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.004 Epoch 68 Batch 260/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 68 Batch 261/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.003 Epoch 68 Batch 262/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.004 Epoch 68 Batch 263/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.004 Epoch 68 Batch 264/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 68 Batch 265/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 68 Batch 266/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.003 Epoch 68 Batch 267/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 69 Batch 0/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 69 Batch 1/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 69 Batch 2/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.004 Epoch 69 Batch 3/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 69 Batch 4/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 69 Batch 5/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 69 Batch 6/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 69 Batch 7/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 69 Batch 8/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.003 Epoch 69 Batch 9/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 69 Batch 10/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 69 Batch 11/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.004 Epoch 69 Batch 12/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.004 Epoch 69 Batch 13/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 69 Batch 14/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.004 Epoch 69 Batch 15/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 69 Batch 16/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.003 Epoch 69 Batch 17/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 69 Batch 18/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.003 Epoch 69 Batch 19/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.002 Epoch 69 Batch 20/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 69 Batch 21/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 69 Batch 22/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 69 Batch 23/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 69 Batch 24/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 69 Batch 25/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 69 Batch 26/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 69 Batch 27/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.003 Epoch 69 Batch 28/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.003 Epoch 69 Batch 29/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.004 Epoch 69 Batch 30/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.004 Epoch 69 Batch 31/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 69 Batch 32/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 69 Batch 33/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 69 Batch 34/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 69 Batch 35/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.006 Epoch 69 Batch 36/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 69 Batch 37/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.003 Epoch 69 Batch 38/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 69 Batch 39/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.003 Epoch 69 Batch 40/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.003 Epoch 69 Batch 41/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.003 Epoch 69 Batch 42/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.003 Epoch 69 Batch 43/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 69 Batch 44/269 - Train Accuracy: 0.982, Validation Accuracy: 0.974, Loss: 0.005 Epoch 69 Batch 45/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 69 Batch 46/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 69 Batch 47/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.004 Epoch 69 Batch 48/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.003 Epoch 69 Batch 49/269 - Train Accuracy: 0.982, Validation Accuracy: 0.975, Loss: 0.003 Epoch 69 Batch 50/269 - Train Accuracy: 0.982, Validation Accuracy: 0.976, Loss: 0.003 Epoch 69 Batch 51/269 - Train Accuracy: 0.983, Validation Accuracy: 0.975, Loss: 0.003 Epoch 69 Batch 52/269 - Train Accuracy: 0.983, Validation Accuracy: 0.974, Loss: 0.002 Epoch 69 Batch 53/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.003 Epoch 69 Batch 54/269 - Train Accuracy: 0.986, Validation Accuracy: 0.975, Loss: 0.003 Epoch 69 Batch 55/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.003 Epoch 69 Batch 56/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 69 Batch 57/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 69 Batch 58/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 69 Batch 59/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 69 Batch 60/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.005 Epoch 69 Batch 61/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 69 Batch 62/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.004 Epoch 69 Batch 63/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.004 Epoch 69 Batch 64/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 69 Batch 65/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.002 Epoch 69 Batch 66/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.004 Epoch 69 Batch 67/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.004 Epoch 69 Batch 68/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 69 Batch 69/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 69 Batch 70/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.003 Epoch 69 Batch 71/269 - Train Accuracy: 0.980, Validation Accuracy: 0.973, Loss: 0.003 Epoch 69 Batch 72/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.003 Epoch 69 Batch 73/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.004 Epoch 69 Batch 74/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.003 Epoch 69 Batch 75/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.003 Epoch 69 Batch 76/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.002 Epoch 69 Batch 77/269 - Train Accuracy: 0.982, Validation Accuracy: 0.957, Loss: 0.003 Epoch 69 Batch 78/269 - Train Accuracy: 0.980, Validation Accuracy: 0.956, Loss: 0.003 Epoch 69 Batch 79/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.004 Epoch 69 Batch 80/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.004 Epoch 69 Batch 81/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.004 Epoch 69 Batch 82/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.002 Epoch 69 Batch 83/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.004 Epoch 69 Batch 84/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.004 Epoch 69 Batch 85/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 69 Batch 86/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 69 Batch 87/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.003 Epoch 69 Batch 88/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.004 Epoch 69 Batch 89/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.004 Epoch 69 Batch 90/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 69 Batch 91/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 69 Batch 92/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 69 Batch 93/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.003 Epoch 69 Batch 94/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.004 Epoch 69 Batch 95/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 69 Batch 96/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 69 Batch 97/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.004 Epoch 69 Batch 98/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 69 Batch 99/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 69 Batch 100/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 69 Batch 101/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.005 Epoch 69 Batch 102/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 69 Batch 103/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.004 Epoch 69 Batch 104/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 69 Batch 105/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 69 Batch 106/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.003 Epoch 69 Batch 107/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.004 Epoch 69 Batch 108/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 69 Batch 109/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 69 Batch 110/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 69 Batch 111/269 - Train Accuracy: 0.980, Validation Accuracy: 0.974, Loss: 0.003 Epoch 69 Batch 112/269 - Train Accuracy: 0.977, Validation Accuracy: 0.974, Loss: 0.003 Epoch 69 Batch 113/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.003 Epoch 69 Batch 114/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 69 Batch 115/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 69 Batch 116/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 69 Batch 117/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 69 Batch 118/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 69 Batch 119/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.004 Epoch 69 Batch 120/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 69 Batch 121/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 69 Batch 122/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 69 Batch 123/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.004 Epoch 69 Batch 124/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 69 Batch 125/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 69 Batch 126/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 69 Batch 127/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.004 Epoch 69 Batch 128/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 69 Batch 129/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 69 Batch 130/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.004 Epoch 69 Batch 131/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.004 Epoch 69 Batch 132/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.003 Epoch 69 Batch 133/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.003 Epoch 69 Batch 134/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.003 Epoch 69 Batch 135/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.003 Epoch 69 Batch 136/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.003 Epoch 69 Batch 137/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 69 Batch 138/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 69 Batch 139/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 69 Batch 140/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.004 Epoch 69 Batch 141/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.003 Epoch 69 Batch 142/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 69 Batch 143/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 69 Batch 144/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 69 Batch 145/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 69 Batch 146/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.003 Epoch 69 Batch 147/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.004 Epoch 69 Batch 148/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 69 Batch 149/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 69 Batch 150/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 69 Batch 151/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 69 Batch 152/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 69 Batch 153/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.004 Epoch 69 Batch 154/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 69 Batch 155/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 69 Batch 156/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 69 Batch 157/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.003 Epoch 69 Batch 158/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.004 Epoch 69 Batch 159/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 69 Batch 160/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 69 Batch 161/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 69 Batch 162/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 69 Batch 163/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.003 Epoch 69 Batch 164/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.003 Epoch 69 Batch 165/269 - Train Accuracy: 0.982, Validation Accuracy: 0.974, Loss: 0.004 Epoch 69 Batch 166/269 - Train Accuracy: 0.982, Validation Accuracy: 0.975, Loss: 0.003 Epoch 69 Batch 167/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.003 Epoch 69 Batch 168/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 69 Batch 169/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 69 Batch 170/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 69 Batch 171/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.004 Epoch 69 Batch 172/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 69 Batch 173/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 69 Batch 174/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 69 Batch 175/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.005 Epoch 69 Batch 176/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.004 Epoch 69 Batch 177/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 69 Batch 178/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.003 Epoch 69 Batch 179/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.003 Epoch 69 Batch 180/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 69 Batch 181/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 69 Batch 182/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 69 Batch 183/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 69 Batch 184/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 69 Batch 185/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 69 Batch 186/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.004 Epoch 69 Batch 187/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 69 Batch 188/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 69 Batch 189/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 69 Batch 190/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 69 Batch 191/269 - Train Accuracy: 0.981, Validation Accuracy: 0.960, Loss: 0.003 Epoch 69 Batch 192/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.003 Epoch 69 Batch 193/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.003 Epoch 69 Batch 194/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 69 Batch 195/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.002 Epoch 69 Batch 196/269 - Train Accuracy: 0.982, Validation Accuracy: 0.958, Loss: 0.003 Epoch 69 Batch 197/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.004 Epoch 69 Batch 198/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 69 Batch 199/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 69 Batch 200/269 - Train Accuracy: 0.988, Validation Accuracy: 0.970, Loss: 0.002 Epoch 69 Batch 201/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.004 Epoch 69 Batch 202/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.004 Epoch 69 Batch 203/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.004 Epoch 69 Batch 204/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 69 Batch 205/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 69 Batch 206/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.004 Epoch 69 Batch 207/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 69 Batch 208/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.004 Epoch 69 Batch 209/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 69 Batch 210/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 69 Batch 211/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 69 Batch 212/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.005 Epoch 69 Batch 213/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.003 Epoch 69 Batch 214/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.004 Epoch 69 Batch 215/269 - Train Accuracy: 0.980, Validation Accuracy: 0.959, Loss: 0.005 Epoch 69 Batch 216/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.005 Epoch 69 Batch 217/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.004 Epoch 69 Batch 218/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 69 Batch 219/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 69 Batch 220/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.004 Epoch 69 Batch 221/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.004 Epoch 69 Batch 222/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 69 Batch 223/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 69 Batch 224/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 69 Batch 225/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 69 Batch 226/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 69 Batch 227/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.005 Epoch 69 Batch 228/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 69 Batch 229/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 69 Batch 230/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.004 Epoch 69 Batch 231/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.004 Epoch 69 Batch 232/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 69 Batch 233/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 69 Batch 234/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.004 Epoch 69 Batch 235/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 69 Batch 236/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.004 Epoch 69 Batch 237/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.002 Epoch 69 Batch 238/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.004 Epoch 69 Batch 239/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.004 Epoch 69 Batch 240/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.004 Epoch 69 Batch 241/269 - Train Accuracy: 0.981, Validation Accuracy: 0.974, Loss: 0.004 Epoch 69 Batch 242/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.002 Epoch 69 Batch 243/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 69 Batch 244/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 69 Batch 245/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 69 Batch 246/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.003 Epoch 69 Batch 247/269 - Train Accuracy: 0.988, Validation Accuracy: 0.970, Loss: 0.002 Epoch 69 Batch 248/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 69 Batch 249/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 69 Batch 250/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.003 Epoch 69 Batch 251/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 69 Batch 252/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.003 Epoch 69 Batch 253/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 69 Batch 254/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.004 Epoch 69 Batch 255/269 - Train Accuracy: 0.985, Validation Accuracy: 0.960, Loss: 0.004 Epoch 69 Batch 256/269 - Train Accuracy: 0.981, Validation Accuracy: 0.960, Loss: 0.003 Epoch 69 Batch 257/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.004 Epoch 69 Batch 258/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.003 Epoch 69 Batch 259/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.005 Epoch 69 Batch 260/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.004 Epoch 69 Batch 261/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.003 Epoch 69 Batch 262/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.004 Epoch 69 Batch 263/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.003 Epoch 69 Batch 264/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.003 Epoch 69 Batch 265/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 69 Batch 266/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 69 Batch 267/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 70 Batch 0/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.004 Epoch 70 Batch 1/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.004 Epoch 70 Batch 2/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.004 Epoch 70 Batch 3/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.002 Epoch 70 Batch 4/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 70 Batch 5/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 70 Batch 6/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 70 Batch 7/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.003 Epoch 70 Batch 8/269 - Train Accuracy: 0.982, Validation Accuracy: 0.974, Loss: 0.004 Epoch 70 Batch 9/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.003 Epoch 70 Batch 10/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 70 Batch 11/269 - Train Accuracy: 0.978, Validation Accuracy: 0.974, Loss: 0.005 Epoch 70 Batch 12/269 - Train Accuracy: 0.984, Validation Accuracy: 0.975, Loss: 0.004 Epoch 70 Batch 13/269 - Train Accuracy: 0.986, Validation Accuracy: 0.973, Loss: 0.002 Epoch 70 Batch 14/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 70 Batch 15/269 - Train Accuracy: 0.980, Validation Accuracy: 0.973, Loss: 0.003 Epoch 70 Batch 16/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.005 Epoch 70 Batch 17/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 70 Batch 18/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.003 Epoch 70 Batch 19/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 70 Batch 20/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 70 Batch 21/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.003 Epoch 70 Batch 22/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.004 Epoch 70 Batch 23/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.004 Epoch 70 Batch 24/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.004 Epoch 70 Batch 25/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 70 Batch 26/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 70 Batch 27/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.003 Epoch 70 Batch 28/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 70 Batch 29/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.003 Epoch 70 Batch 30/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.005 Epoch 70 Batch 31/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 70 Batch 32/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 70 Batch 33/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 70 Batch 34/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 70 Batch 35/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.007 Epoch 70 Batch 36/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 70 Batch 37/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.003 Epoch 70 Batch 38/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 70 Batch 39/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 70 Batch 40/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 70 Batch 41/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.004 Epoch 70 Batch 42/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 70 Batch 43/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.004 Epoch 70 Batch 44/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.005 Epoch 70 Batch 45/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 70 Batch 46/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 70 Batch 47/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.004 Epoch 70 Batch 48/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 70 Batch 49/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 70 Batch 50/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.005 Epoch 70 Batch 51/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 70 Batch 52/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 70 Batch 53/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 70 Batch 54/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 70 Batch 55/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 70 Batch 56/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.003 Epoch 70 Batch 57/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.004 Epoch 70 Batch 58/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 70 Batch 59/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.002 Epoch 70 Batch 60/269 - Train Accuracy: 0.976, Validation Accuracy: 0.973, Loss: 0.004 Epoch 70 Batch 61/269 - Train Accuracy: 0.976, Validation Accuracy: 0.973, Loss: 0.004 Epoch 70 Batch 62/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.004 Epoch 70 Batch 63/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 70 Batch 64/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.004 Epoch 70 Batch 65/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 70 Batch 66/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 70 Batch 67/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.004 Epoch 70 Batch 68/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.003 Epoch 70 Batch 69/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.004 Epoch 70 Batch 70/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.004 Epoch 70 Batch 71/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.005 Epoch 70 Batch 72/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.003 Epoch 70 Batch 73/269 - Train Accuracy: 0.982, Validation Accuracy: 0.960, Loss: 0.004 Epoch 70 Batch 74/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.005 Epoch 70 Batch 75/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.003 Epoch 70 Batch 76/269 - Train Accuracy: 0.982, Validation Accuracy: 0.957, Loss: 0.003 Epoch 70 Batch 77/269 - Train Accuracy: 0.981, Validation Accuracy: 0.953, Loss: 0.004 Epoch 70 Batch 78/269 - Train Accuracy: 0.981, Validation Accuracy: 0.960, Loss: 0.004 Epoch 70 Batch 79/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.003 Epoch 70 Batch 80/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 70 Batch 81/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.004 Epoch 70 Batch 82/269 - Train Accuracy: 0.987, Validation Accuracy: 0.962, Loss: 0.003 Epoch 70 Batch 83/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.006 Epoch 70 Batch 84/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.004 Epoch 70 Batch 85/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 70 Batch 86/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 70 Batch 87/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.004 Epoch 70 Batch 88/269 - Train Accuracy: 0.979, Validation Accuracy: 0.959, Loss: 0.004 Epoch 70 Batch 89/269 - Train Accuracy: 0.981, Validation Accuracy: 0.959, Loss: 0.004 Epoch 70 Batch 90/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.004 Epoch 70 Batch 91/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.004 Epoch 70 Batch 92/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 70 Batch 93/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.004 Epoch 70 Batch 94/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.004 Epoch 70 Batch 95/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.003 Epoch 70 Batch 96/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 70 Batch 97/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 70 Batch 98/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.004 Epoch 70 Batch 99/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 70 Batch 100/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 70 Batch 101/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 70 Batch 102/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.004 Epoch 70 Batch 103/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.004 Epoch 70 Batch 104/269 - Train Accuracy: 0.984, Validation Accuracy: 0.974, Loss: 0.003 Epoch 70 Batch 105/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.003 Epoch 70 Batch 106/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.003 Epoch 70 Batch 107/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.003 Epoch 70 Batch 108/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 70 Batch 109/269 - Train Accuracy: 0.980, Validation Accuracy: 0.973, Loss: 0.002 Epoch 70 Batch 110/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 70 Batch 111/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 70 Batch 112/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 70 Batch 113/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.004 Epoch 70 Batch 114/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.004 Epoch 70 Batch 115/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 70 Batch 116/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 70 Batch 117/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 70 Batch 118/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.004 Epoch 70 Batch 119/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.004 Epoch 70 Batch 120/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 70 Batch 121/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 70 Batch 122/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 70 Batch 123/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.004 Epoch 70 Batch 124/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 70 Batch 125/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 70 Batch 126/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 70 Batch 127/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.004 Epoch 70 Batch 128/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 70 Batch 129/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 70 Batch 130/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 70 Batch 131/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.004 Epoch 70 Batch 132/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 70 Batch 133/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.003 Epoch 70 Batch 134/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.003 Epoch 70 Batch 135/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 70 Batch 136/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.004 Epoch 70 Batch 137/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.004 Epoch 70 Batch 138/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 70 Batch 139/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 70 Batch 140/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.004 Epoch 70 Batch 141/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 70 Batch 142/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 70 Batch 143/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 70 Batch 144/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 70 Batch 145/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 70 Batch 146/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 70 Batch 147/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 70 Batch 148/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 70 Batch 149/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.003 Epoch 70 Batch 150/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.004 Epoch 70 Batch 151/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.002 Epoch 70 Batch 152/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.002 Epoch 70 Batch 153/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 70 Batch 154/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 70 Batch 155/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.003 Epoch 70 Batch 156/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 70 Batch 157/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 70 Batch 158/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 70 Batch 159/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 70 Batch 160/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 70 Batch 161/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 70 Batch 162/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.004 Epoch 70 Batch 163/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.003 Epoch 70 Batch 164/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 70 Batch 165/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 70 Batch 166/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 70 Batch 167/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.004 Epoch 70 Batch 168/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 70 Batch 169/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 70 Batch 170/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.003 Epoch 70 Batch 171/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 70 Batch 172/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.003 Epoch 70 Batch 173/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 70 Batch 174/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 70 Batch 175/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.006 Epoch 70 Batch 176/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.004 Epoch 70 Batch 177/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 70 Batch 178/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.004 Epoch 70 Batch 179/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 70 Batch 180/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 70 Batch 181/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.004 Epoch 70 Batch 182/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.004 Epoch 70 Batch 183/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 70 Batch 184/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.004 Epoch 70 Batch 185/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.004 Epoch 70 Batch 186/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 70 Batch 187/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 70 Batch 188/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.003 Epoch 70 Batch 189/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.004 Epoch 70 Batch 190/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 70 Batch 191/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 70 Batch 192/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.003 Epoch 70 Batch 193/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 70 Batch 194/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 70 Batch 195/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 70 Batch 196/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 70 Batch 197/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 70 Batch 198/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 70 Batch 199/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.004 Epoch 70 Batch 200/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.002 Epoch 70 Batch 201/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.004 Epoch 70 Batch 202/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.004 Epoch 70 Batch 203/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.004 Epoch 70 Batch 204/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 70 Batch 205/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.003 Epoch 70 Batch 206/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.004 Epoch 70 Batch 207/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.004 Epoch 70 Batch 208/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.004 Epoch 70 Batch 209/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.005 Epoch 70 Batch 210/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.003 Epoch 70 Batch 211/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.003 Epoch 70 Batch 212/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.004 Epoch 70 Batch 213/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 70 Batch 214/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.004 Epoch 70 Batch 215/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.004 Epoch 70 Batch 216/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.005 Epoch 70 Batch 217/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.004 Epoch 70 Batch 218/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.003 Epoch 70 Batch 219/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.004 Epoch 70 Batch 220/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.004 Epoch 70 Batch 221/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.004 Epoch 70 Batch 222/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 70 Batch 223/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 70 Batch 224/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.004 Epoch 70 Batch 225/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 70 Batch 226/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 70 Batch 227/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.004 Epoch 70 Batch 228/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 70 Batch 229/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 70 Batch 230/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 70 Batch 231/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 70 Batch 232/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.003 Epoch 70 Batch 233/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 70 Batch 234/269 - Train Accuracy: 0.980, Validation Accuracy: 0.973, Loss: 0.003 Epoch 70 Batch 235/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 70 Batch 236/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 70 Batch 237/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 70 Batch 238/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 70 Batch 239/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 70 Batch 240/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.004 Epoch 70 Batch 241/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.004 Epoch 70 Batch 242/269 - Train Accuracy: 0.981, Validation Accuracy: 0.975, Loss: 0.004 Epoch 70 Batch 243/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.002 Epoch 70 Batch 244/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.003 Epoch 70 Batch 245/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 70 Batch 246/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.004 Epoch 70 Batch 247/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 70 Batch 248/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 70 Batch 249/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.003 Epoch 70 Batch 250/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 70 Batch 251/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 70 Batch 252/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.003 Epoch 70 Batch 253/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.004 Epoch 70 Batch 254/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 70 Batch 255/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.004 Epoch 70 Batch 256/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 70 Batch 257/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 70 Batch 258/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 70 Batch 259/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 70 Batch 260/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 70 Batch 261/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.004 Epoch 70 Batch 262/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.004 Epoch 70 Batch 263/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.004 Epoch 70 Batch 264/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.003 Epoch 70 Batch 265/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.003 Epoch 70 Batch 266/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.003 Epoch 70 Batch 267/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.003 Epoch 71 Batch 0/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.005 Epoch 71 Batch 1/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.003 Epoch 71 Batch 2/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.004 Epoch 71 Batch 3/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 71 Batch 4/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 71 Batch 5/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.004 Epoch 71 Batch 6/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 71 Batch 7/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 71 Batch 8/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.004 Epoch 71 Batch 9/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 71 Batch 10/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 71 Batch 11/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.004 Epoch 71 Batch 12/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.004 Epoch 71 Batch 13/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 71 Batch 14/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.003 Epoch 71 Batch 15/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 71 Batch 16/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.004 Epoch 71 Batch 17/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 71 Batch 18/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 71 Batch 19/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 71 Batch 20/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 71 Batch 21/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.004 Epoch 71 Batch 22/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 71 Batch 23/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 71 Batch 24/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.003 Epoch 71 Batch 25/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 71 Batch 26/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 71 Batch 27/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 71 Batch 28/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 71 Batch 29/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 71 Batch 30/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.004 Epoch 71 Batch 31/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 71 Batch 32/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 71 Batch 33/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 71 Batch 34/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 71 Batch 35/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.007 Epoch 71 Batch 36/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.003 Epoch 71 Batch 37/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.004 Epoch 71 Batch 38/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 71 Batch 39/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.002 Epoch 71 Batch 40/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.004 Epoch 71 Batch 41/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.003 Epoch 71 Batch 42/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 71 Batch 43/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.004 Epoch 71 Batch 44/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.005 Epoch 71 Batch 45/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 71 Batch 46/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 71 Batch 47/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.003 Epoch 71 Batch 48/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 71 Batch 49/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 71 Batch 50/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.004 Epoch 71 Batch 51/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 71 Batch 52/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 71 Batch 53/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.003 Epoch 71 Batch 54/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.004 Epoch 71 Batch 55/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.004 Epoch 71 Batch 56/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 71 Batch 57/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.004 Epoch 71 Batch 58/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.004 Epoch 71 Batch 59/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 71 Batch 60/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.005 Epoch 71 Batch 61/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.004 Epoch 71 Batch 62/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 71 Batch 63/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 71 Batch 64/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 71 Batch 65/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.004 Epoch 71 Batch 66/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.004 Epoch 71 Batch 67/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.004 Epoch 71 Batch 68/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 71 Batch 69/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 71 Batch 70/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 71 Batch 71/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.004 Epoch 71 Batch 72/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.003 Epoch 71 Batch 73/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.004 Epoch 71 Batch 74/269 - Train Accuracy: 0.985, Validation Accuracy: 0.962, Loss: 0.004 Epoch 71 Batch 75/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.005 Epoch 71 Batch 76/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.003 Epoch 71 Batch 77/269 - Train Accuracy: 0.983, Validation Accuracy: 0.956, Loss: 0.003 Epoch 71 Batch 78/269 - Train Accuracy: 0.979, Validation Accuracy: 0.954, Loss: 0.003 Epoch 71 Batch 79/269 - Train Accuracy: 0.977, Validation Accuracy: 0.958, Loss: 0.004 Epoch 71 Batch 80/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.005 Epoch 71 Batch 81/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.004 Epoch 71 Batch 82/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 71 Batch 83/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.004 Epoch 71 Batch 84/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.004 Epoch 71 Batch 85/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 71 Batch 86/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 71 Batch 87/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.004 Epoch 71 Batch 88/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.003 Epoch 71 Batch 89/269 - Train Accuracy: 0.982, Validation Accuracy: 0.960, Loss: 0.003 Epoch 71 Batch 90/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.004 Epoch 71 Batch 91/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.003 Epoch 71 Batch 92/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.003 Epoch 71 Batch 93/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.003 Epoch 71 Batch 94/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.005 Epoch 71 Batch 95/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 71 Batch 96/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.003 Epoch 71 Batch 97/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.004 Epoch 71 Batch 98/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.004 Epoch 71 Batch 99/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 71 Batch 100/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 71 Batch 101/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.005 Epoch 71 Batch 102/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 71 Batch 103/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.004 Epoch 71 Batch 104/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.003 Epoch 71 Batch 105/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.004 Epoch 71 Batch 106/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.003 Epoch 71 Batch 107/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.003 Epoch 71 Batch 108/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 71 Batch 109/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 71 Batch 110/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 71 Batch 111/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.005 Epoch 71 Batch 112/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 71 Batch 113/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.004 Epoch 71 Batch 114/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 71 Batch 115/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 71 Batch 116/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 71 Batch 117/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 71 Batch 118/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.003 Epoch 71 Batch 119/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.004 Epoch 71 Batch 120/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.004 Epoch 71 Batch 121/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 71 Batch 122/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 71 Batch 123/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.004 Epoch 71 Batch 124/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 71 Batch 125/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 71 Batch 126/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 71 Batch 127/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 71 Batch 128/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 71 Batch 129/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.003 Epoch 71 Batch 130/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.004 Epoch 71 Batch 131/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.004 Epoch 71 Batch 132/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 71 Batch 133/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.003 Epoch 71 Batch 134/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 71 Batch 135/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 71 Batch 136/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.004 Epoch 71 Batch 137/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 71 Batch 138/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 71 Batch 139/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 71 Batch 140/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.005 Epoch 71 Batch 141/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 71 Batch 142/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 71 Batch 143/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 71 Batch 144/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 71 Batch 145/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 71 Batch 146/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.003 Epoch 71 Batch 147/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 71 Batch 148/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 71 Batch 149/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.004 Epoch 71 Batch 150/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 71 Batch 151/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.003 Epoch 71 Batch 152/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 71 Batch 153/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.003 Epoch 71 Batch 154/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 71 Batch 155/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 71 Batch 156/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 71 Batch 157/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 71 Batch 158/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.003 Epoch 71 Batch 159/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 71 Batch 160/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 71 Batch 161/269 - Train Accuracy: 0.984, Validation Accuracy: 0.974, Loss: 0.002 Epoch 71 Batch 162/269 - Train Accuracy: 0.986, Validation Accuracy: 0.975, Loss: 0.002 Epoch 71 Batch 163/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.003 Epoch 71 Batch 164/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 71 Batch 165/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 71 Batch 166/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 71 Batch 167/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 71 Batch 168/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 71 Batch 169/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 71 Batch 170/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 71 Batch 171/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 71 Batch 172/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.003 Epoch 71 Batch 173/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.003 Epoch 71 Batch 174/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 71 Batch 175/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.005 Epoch 71 Batch 176/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 71 Batch 177/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 71 Batch 178/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 71 Batch 179/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 71 Batch 180/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 71 Batch 181/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 71 Batch 182/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.004 Epoch 71 Batch 183/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 71 Batch 184/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.004 Epoch 71 Batch 185/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 71 Batch 186/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 71 Batch 187/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 71 Batch 188/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.003 Epoch 71 Batch 189/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.003 Epoch 71 Batch 190/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 71 Batch 191/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 71 Batch 192/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 71 Batch 193/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 71 Batch 194/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 71 Batch 195/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 71 Batch 196/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 71 Batch 197/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 71 Batch 198/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 71 Batch 199/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 71 Batch 200/269 - Train Accuracy: 0.988, Validation Accuracy: 0.967, Loss: 0.002 Epoch 71 Batch 201/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.004 Epoch 71 Batch 202/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 71 Batch 203/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.004 Epoch 71 Batch 204/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 71 Batch 205/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 71 Batch 206/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 71 Batch 207/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 71 Batch 208/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.003 Epoch 71 Batch 209/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.003 Epoch 71 Batch 210/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.003 Epoch 71 Batch 211/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 71 Batch 212/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.004 Epoch 71 Batch 213/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 71 Batch 214/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 71 Batch 215/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.004 Epoch 71 Batch 216/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.004 Epoch 71 Batch 217/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.003 Epoch 71 Batch 218/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.002 Epoch 71 Batch 219/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 71 Batch 220/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 71 Batch 221/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 71 Batch 222/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 71 Batch 223/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 71 Batch 224/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.004 Epoch 71 Batch 225/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 71 Batch 226/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.003 Epoch 71 Batch 227/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.004 Epoch 71 Batch 228/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 71 Batch 229/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 71 Batch 230/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 71 Batch 231/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 71 Batch 232/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 71 Batch 233/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 71 Batch 234/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 71 Batch 235/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 71 Batch 236/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 71 Batch 237/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 71 Batch 238/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.003 Epoch 71 Batch 239/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 71 Batch 240/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 71 Batch 241/269 - Train Accuracy: 0.983, Validation Accuracy: 0.975, Loss: 0.003 Epoch 71 Batch 242/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.003 Epoch 71 Batch 243/269 - Train Accuracy: 0.988, Validation Accuracy: 0.974, Loss: 0.002 Epoch 71 Batch 244/269 - Train Accuracy: 0.980, Validation Accuracy: 0.975, Loss: 0.003 Epoch 71 Batch 245/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 71 Batch 246/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 71 Batch 247/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 71 Batch 248/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.003 Epoch 71 Batch 249/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.003 Epoch 71 Batch 250/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 71 Batch 251/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 71 Batch 252/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.003 Epoch 71 Batch 253/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 71 Batch 254/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 71 Batch 255/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.003 Epoch 71 Batch 256/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 71 Batch 257/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 71 Batch 258/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.003 Epoch 71 Batch 259/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.004 Epoch 71 Batch 260/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.003 Epoch 71 Batch 261/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.003 Epoch 71 Batch 262/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.004 Epoch 71 Batch 263/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 71 Batch 264/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.004 Epoch 71 Batch 265/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 71 Batch 266/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 71 Batch 267/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 72 Batch 0/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.005 Epoch 72 Batch 1/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.003 Epoch 72 Batch 2/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.004 Epoch 72 Batch 3/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 72 Batch 4/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 72 Batch 5/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 72 Batch 6/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 72 Batch 7/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.003 Epoch 72 Batch 8/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.004 Epoch 72 Batch 9/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.004 Epoch 72 Batch 10/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 72 Batch 11/269 - Train Accuracy: 0.983, Validation Accuracy: 0.974, Loss: 0.004 Epoch 72 Batch 12/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 72 Batch 13/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 72 Batch 14/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.004 Epoch 72 Batch 15/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 72 Batch 16/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.005 Epoch 72 Batch 17/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 72 Batch 18/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.003 Epoch 72 Batch 19/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 72 Batch 20/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.004 Epoch 72 Batch 21/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 72 Batch 22/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.004 Epoch 72 Batch 23/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 72 Batch 24/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.003 Epoch 72 Batch 25/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 72 Batch 26/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 72 Batch 27/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 72 Batch 28/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 72 Batch 29/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 72 Batch 30/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.004 Epoch 72 Batch 31/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 72 Batch 32/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 72 Batch 33/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 72 Batch 34/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 72 Batch 35/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.006 Epoch 72 Batch 36/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.003 Epoch 72 Batch 37/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.004 Epoch 72 Batch 38/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 72 Batch 39/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 72 Batch 40/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 72 Batch 41/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 72 Batch 42/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 72 Batch 43/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 72 Batch 44/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.004 Epoch 72 Batch 45/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 72 Batch 46/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 72 Batch 47/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.004 Epoch 72 Batch 48/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 72 Batch 49/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.002 Epoch 72 Batch 50/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 72 Batch 51/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 72 Batch 52/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.002 Epoch 72 Batch 53/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 72 Batch 54/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.003 Epoch 72 Batch 55/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 72 Batch 56/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.003 Epoch 72 Batch 57/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.004 Epoch 72 Batch 58/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 72 Batch 59/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 72 Batch 60/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.004 Epoch 72 Batch 61/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.003 Epoch 72 Batch 62/269 - Train Accuracy: 0.981, Validation Accuracy: 0.974, Loss: 0.004 Epoch 72 Batch 63/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.004 Epoch 72 Batch 64/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 72 Batch 65/269 - Train Accuracy: 0.983, Validation Accuracy: 0.974, Loss: 0.002 Epoch 72 Batch 66/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 72 Batch 67/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.004 Epoch 72 Batch 68/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 72 Batch 69/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.004 Epoch 72 Batch 70/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 72 Batch 71/269 - Train Accuracy: 0.981, Validation Accuracy: 0.974, Loss: 0.004 Epoch 72 Batch 72/269 - Train Accuracy: 0.980, Validation Accuracy: 0.973, Loss: 0.003 Epoch 72 Batch 73/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 72 Batch 74/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 72 Batch 75/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 72 Batch 76/269 - Train Accuracy: 0.982, Validation Accuracy: 0.961, Loss: 0.003 Epoch 72 Batch 77/269 - Train Accuracy: 0.984, Validation Accuracy: 0.959, Loss: 0.003 Epoch 72 Batch 78/269 - Train Accuracy: 0.977, Validation Accuracy: 0.955, Loss: 0.003 Epoch 72 Batch 79/269 - Train Accuracy: 0.980, Validation Accuracy: 0.959, Loss: 0.004 Epoch 72 Batch 80/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.003 Epoch 72 Batch 81/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 72 Batch 82/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.003 Epoch 72 Batch 83/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.005 Epoch 72 Batch 84/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.003 Epoch 72 Batch 85/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 72 Batch 86/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 72 Batch 87/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 72 Batch 88/269 - Train Accuracy: 0.985, Validation Accuracy: 0.962, Loss: 0.002 Epoch 72 Batch 89/269 - Train Accuracy: 0.984, Validation Accuracy: 0.962, Loss: 0.003 Epoch 72 Batch 90/269 - Train Accuracy: 0.980, Validation Accuracy: 0.960, Loss: 0.003 Epoch 72 Batch 91/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.003 Epoch 72 Batch 92/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 72 Batch 93/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.003 Epoch 72 Batch 94/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.003 Epoch 72 Batch 95/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 72 Batch 96/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 72 Batch 97/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 72 Batch 98/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.004 Epoch 72 Batch 99/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.004 Epoch 72 Batch 100/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.003 Epoch 72 Batch 101/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 72 Batch 102/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 72 Batch 103/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.004 Epoch 72 Batch 104/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 72 Batch 105/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.003 Epoch 72 Batch 106/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.003 Epoch 72 Batch 107/269 - Train Accuracy: 0.976, Validation Accuracy: 0.973, Loss: 0.003 Epoch 72 Batch 108/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 72 Batch 109/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 72 Batch 110/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.003 Epoch 72 Batch 111/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.004 Epoch 72 Batch 112/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 72 Batch 113/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.004 Epoch 72 Batch 114/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.004 Epoch 72 Batch 115/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 72 Batch 116/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 72 Batch 117/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 72 Batch 118/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.002 Epoch 72 Batch 119/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.004 Epoch 72 Batch 120/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 72 Batch 121/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 72 Batch 122/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.004 Epoch 72 Batch 123/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.005 Epoch 72 Batch 124/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.004 Epoch 72 Batch 125/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 72 Batch 126/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 72 Batch 127/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 72 Batch 128/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 72 Batch 129/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 72 Batch 130/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.004 Epoch 72 Batch 131/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 72 Batch 132/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 72 Batch 133/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 72 Batch 134/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.003 Epoch 72 Batch 135/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 72 Batch 136/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.005 Epoch 72 Batch 137/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.004 Epoch 72 Batch 138/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 72 Batch 139/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 72 Batch 140/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 72 Batch 141/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 72 Batch 142/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.004 Epoch 72 Batch 143/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 72 Batch 144/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 72 Batch 145/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 72 Batch 146/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.002 Epoch 72 Batch 147/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 72 Batch 148/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.002 Epoch 72 Batch 149/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.004 Epoch 72 Batch 150/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.004 Epoch 72 Batch 151/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 72 Batch 152/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 72 Batch 153/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 72 Batch 154/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 72 Batch 155/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 72 Batch 156/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 72 Batch 157/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.003 Epoch 72 Batch 158/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.003 Epoch 72 Batch 159/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 72 Batch 160/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.003 Epoch 72 Batch 161/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 72 Batch 162/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.003 Epoch 72 Batch 163/269 - Train Accuracy: 0.984, Validation Accuracy: 0.974, Loss: 0.003 Epoch 72 Batch 164/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.003 Epoch 72 Batch 165/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.003 Epoch 72 Batch 166/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 72 Batch 167/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 72 Batch 168/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 72 Batch 169/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 72 Batch 170/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.003 Epoch 72 Batch 171/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 72 Batch 172/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.003 Epoch 72 Batch 173/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 72 Batch 174/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 72 Batch 175/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.005 Epoch 72 Batch 176/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 72 Batch 177/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 72 Batch 178/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.004 Epoch 72 Batch 179/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 72 Batch 180/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 72 Batch 181/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 72 Batch 182/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.003 Epoch 72 Batch 183/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.001 Epoch 72 Batch 184/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.004 Epoch 72 Batch 185/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.003 Epoch 72 Batch 186/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 72 Batch 187/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 72 Batch 188/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 72 Batch 189/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 72 Batch 190/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 72 Batch 191/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 72 Batch 192/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 72 Batch 193/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.002 Epoch 72 Batch 194/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 72 Batch 195/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 72 Batch 196/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.004 Epoch 72 Batch 197/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 72 Batch 198/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 72 Batch 199/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 72 Batch 200/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.003 Epoch 72 Batch 201/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 72 Batch 202/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 72 Batch 203/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 72 Batch 204/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 72 Batch 205/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 72 Batch 206/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.004 Epoch 72 Batch 207/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.002 Epoch 72 Batch 208/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 72 Batch 209/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 72 Batch 210/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.004 Epoch 72 Batch 211/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.003 Epoch 72 Batch 212/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.004 Epoch 72 Batch 213/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 72 Batch 214/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 72 Batch 215/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 72 Batch 216/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 72 Batch 217/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.004 Epoch 72 Batch 218/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.003 Epoch 72 Batch 219/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.003 Epoch 72 Batch 220/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.003 Epoch 72 Batch 221/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.004 Epoch 72 Batch 222/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.002 Epoch 72 Batch 223/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 72 Batch 224/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 72 Batch 225/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 72 Batch 226/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.002 Epoch 72 Batch 227/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.004 Epoch 72 Batch 228/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.002 Epoch 72 Batch 229/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.002 Epoch 72 Batch 230/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 72 Batch 231/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 72 Batch 232/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 72 Batch 233/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 72 Batch 234/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 72 Batch 235/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.002 Epoch 72 Batch 236/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 72 Batch 237/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 72 Batch 238/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.003 Epoch 72 Batch 239/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 72 Batch 240/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 72 Batch 241/269 - Train Accuracy: 0.982, Validation Accuracy: 0.974, Loss: 0.003 Epoch 72 Batch 242/269 - Train Accuracy: 0.980, Validation Accuracy: 0.974, Loss: 0.003 Epoch 72 Batch 243/269 - Train Accuracy: 0.985, Validation Accuracy: 0.974, Loss: 0.003 Epoch 72 Batch 244/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 72 Batch 245/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 72 Batch 246/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 72 Batch 247/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 72 Batch 248/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 72 Batch 249/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 72 Batch 250/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 72 Batch 251/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 72 Batch 252/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.003 Epoch 72 Batch 253/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 72 Batch 254/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.003 Epoch 72 Batch 255/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.004 Epoch 72 Batch 256/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.002 Epoch 72 Batch 257/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 72 Batch 258/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 72 Batch 259/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.004 Epoch 72 Batch 260/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 72 Batch 261/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 72 Batch 262/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.003 Epoch 72 Batch 263/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 72 Batch 264/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 72 Batch 265/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 72 Batch 266/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 72 Batch 267/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 73 Batch 0/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 73 Batch 1/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 73 Batch 2/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.003 Epoch 73 Batch 3/269 - Train Accuracy: 0.983, Validation Accuracy: 0.974, Loss: 0.003 Epoch 73 Batch 4/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 73 Batch 5/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 73 Batch 6/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 73 Batch 7/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 73 Batch 8/269 - Train Accuracy: 0.981, Validation Accuracy: 0.974, Loss: 0.003 Epoch 73 Batch 9/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.003 Epoch 73 Batch 10/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 73 Batch 11/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.005 Epoch 73 Batch 12/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.003 Epoch 73 Batch 13/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 73 Batch 14/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 73 Batch 15/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.002 Epoch 73 Batch 16/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.005 Epoch 73 Batch 17/269 - Train Accuracy: 0.981, Validation Accuracy: 0.975, Loss: 0.002 Epoch 73 Batch 18/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 73 Batch 19/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 73 Batch 20/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.004 Epoch 73 Batch 21/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.004 Epoch 73 Batch 22/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 73 Batch 23/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 73 Batch 24/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.003 Epoch 73 Batch 25/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.003 Epoch 73 Batch 26/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 73 Batch 27/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 73 Batch 28/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 73 Batch 29/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 73 Batch 30/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.004 Epoch 73 Batch 31/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 73 Batch 32/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 73 Batch 33/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 73 Batch 34/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 73 Batch 35/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.006 Epoch 73 Batch 36/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 73 Batch 37/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 73 Batch 38/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 73 Batch 39/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 73 Batch 40/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 73 Batch 41/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.003 Epoch 73 Batch 42/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.002 Epoch 73 Batch 43/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.003 Epoch 73 Batch 44/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.004 Epoch 73 Batch 45/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 73 Batch 46/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 73 Batch 47/269 - Train Accuracy: 0.987, Validation Accuracy: 0.973, Loss: 0.005 Epoch 73 Batch 48/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.003 Epoch 73 Batch 49/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 73 Batch 50/269 - Train Accuracy: 0.985, Validation Accuracy: 0.974, Loss: 0.003 Epoch 73 Batch 51/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 73 Batch 52/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 73 Batch 53/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.004 Epoch 73 Batch 54/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.003 Epoch 73 Batch 55/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 73 Batch 56/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 73 Batch 57/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.003 Epoch 73 Batch 58/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.004 Epoch 73 Batch 59/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 73 Batch 60/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.005 Epoch 73 Batch 61/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.003 Epoch 73 Batch 62/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.004 Epoch 73 Batch 63/269 - Train Accuracy: 0.982, Validation Accuracy: 0.974, Loss: 0.003 Epoch 73 Batch 64/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.003 Epoch 73 Batch 65/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.004 Epoch 73 Batch 66/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.004 Epoch 73 Batch 67/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.004 Epoch 73 Batch 68/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.003 Epoch 73 Batch 69/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.003 Epoch 73 Batch 70/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.003 Epoch 73 Batch 71/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.004 Epoch 73 Batch 72/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 73 Batch 73/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 73 Batch 74/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 73 Batch 75/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 73 Batch 76/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.003 Epoch 73 Batch 77/269 - Train Accuracy: 0.984, Validation Accuracy: 0.957, Loss: 0.003 Epoch 73 Batch 78/269 - Train Accuracy: 0.979, Validation Accuracy: 0.954, Loss: 0.003 Epoch 73 Batch 79/269 - Train Accuracy: 0.977, Validation Accuracy: 0.958, Loss: 0.003 Epoch 73 Batch 80/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.004 Epoch 73 Batch 81/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 73 Batch 82/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 73 Batch 83/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.005 Epoch 73 Batch 84/269 - Train Accuracy: 0.982, Validation Accuracy: 0.961, Loss: 0.003 Epoch 73 Batch 85/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 73 Batch 86/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 73 Batch 87/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 73 Batch 88/269 - Train Accuracy: 0.983, Validation Accuracy: 0.958, Loss: 0.003 Epoch 73 Batch 89/269 - Train Accuracy: 0.981, Validation Accuracy: 0.956, Loss: 0.003 Epoch 73 Batch 90/269 - Train Accuracy: 0.979, Validation Accuracy: 0.955, Loss: 0.003 Epoch 73 Batch 91/269 - Train Accuracy: 0.982, Validation Accuracy: 0.961, Loss: 0.003 Epoch 73 Batch 92/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 73 Batch 93/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.003 Epoch 73 Batch 94/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 73 Batch 95/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 73 Batch 96/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 73 Batch 97/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.003 Epoch 73 Batch 98/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 73 Batch 99/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 73 Batch 100/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.003 Epoch 73 Batch 101/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.005 Epoch 73 Batch 102/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.003 Epoch 73 Batch 103/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.005 Epoch 73 Batch 104/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.003 Epoch 73 Batch 105/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 73 Batch 106/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.003 Epoch 73 Batch 107/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.003 Epoch 73 Batch 108/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.003 Epoch 73 Batch 109/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 73 Batch 110/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.003 Epoch 73 Batch 111/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.003 Epoch 73 Batch 112/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.003 Epoch 73 Batch 113/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.005 Epoch 73 Batch 114/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 73 Batch 115/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.004 Epoch 73 Batch 116/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 73 Batch 117/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 73 Batch 118/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.003 Epoch 73 Batch 119/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.004 Epoch 73 Batch 120/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 73 Batch 121/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.003 Epoch 73 Batch 122/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 73 Batch 123/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.005 Epoch 73 Batch 124/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.004 Epoch 73 Batch 125/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 73 Batch 126/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 73 Batch 127/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 73 Batch 128/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 73 Batch 129/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.004 Epoch 73 Batch 130/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.004 Epoch 73 Batch 131/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.004 Epoch 73 Batch 132/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 73 Batch 133/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 73 Batch 134/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 73 Batch 135/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 73 Batch 136/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.003 Epoch 73 Batch 137/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.004 Epoch 73 Batch 138/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 73 Batch 139/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 73 Batch 140/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.005 Epoch 73 Batch 141/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.004 Epoch 73 Batch 142/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.004 Epoch 73 Batch 143/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 73 Batch 144/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 73 Batch 145/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 73 Batch 146/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 73 Batch 147/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 73 Batch 148/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 73 Batch 149/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 73 Batch 150/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 73 Batch 151/269 - Train Accuracy: 0.985, Validation Accuracy: 0.962, Loss: 0.003 Epoch 73 Batch 152/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 73 Batch 153/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.003 Epoch 73 Batch 154/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 73 Batch 155/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 73 Batch 156/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 73 Batch 157/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 73 Batch 158/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 73 Batch 159/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 73 Batch 160/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 73 Batch 161/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 73 Batch 162/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 73 Batch 163/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.003 Epoch 73 Batch 164/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 73 Batch 165/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 73 Batch 166/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 73 Batch 167/269 - Train Accuracy: 0.988, Validation Accuracy: 0.971, Loss: 0.002 Epoch 73 Batch 168/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 73 Batch 169/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 73 Batch 170/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 73 Batch 171/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.003 Epoch 73 Batch 172/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.004 Epoch 73 Batch 173/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.003 Epoch 73 Batch 174/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.003 Epoch 73 Batch 175/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.005 Epoch 73 Batch 176/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 73 Batch 177/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.003 Epoch 73 Batch 178/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 73 Batch 179/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 73 Batch 180/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 73 Batch 181/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 73 Batch 182/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 73 Batch 183/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 73 Batch 184/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.004 Epoch 73 Batch 185/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 73 Batch 186/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 73 Batch 187/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 73 Batch 188/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 73 Batch 189/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 73 Batch 190/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 73 Batch 191/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 73 Batch 192/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 73 Batch 193/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 73 Batch 194/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 73 Batch 195/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 73 Batch 196/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 73 Batch 197/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 73 Batch 198/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 73 Batch 199/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 73 Batch 200/269 - Train Accuracy: 0.989, Validation Accuracy: 0.966, Loss: 0.002 Epoch 73 Batch 201/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 73 Batch 202/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 73 Batch 203/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 73 Batch 204/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.003 Epoch 73 Batch 205/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 73 Batch 206/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.004 Epoch 73 Batch 207/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.002 Epoch 73 Batch 208/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 73 Batch 209/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 73 Batch 210/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 73 Batch 211/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 73 Batch 212/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.004 Epoch 73 Batch 213/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 73 Batch 214/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 73 Batch 215/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 73 Batch 216/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.004 Epoch 73 Batch 217/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.004 Epoch 73 Batch 218/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 73 Batch 219/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 73 Batch 220/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.002 Epoch 73 Batch 221/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.004 Epoch 73 Batch 222/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 73 Batch 223/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 73 Batch 224/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 73 Batch 225/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 73 Batch 226/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.003 Epoch 73 Batch 227/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.004 Epoch 73 Batch 228/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 73 Batch 229/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 73 Batch 230/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 73 Batch 231/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 73 Batch 232/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 73 Batch 233/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 73 Batch 234/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 73 Batch 235/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.001 Epoch 73 Batch 236/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 73 Batch 237/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 73 Batch 238/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 73 Batch 239/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 73 Batch 240/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 73 Batch 241/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.003 Epoch 73 Batch 242/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 73 Batch 243/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 73 Batch 244/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 73 Batch 245/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 73 Batch 246/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.003 Epoch 73 Batch 247/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 73 Batch 248/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 73 Batch 249/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 73 Batch 250/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.003 Epoch 73 Batch 251/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 73 Batch 252/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 73 Batch 253/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 73 Batch 254/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.003 Epoch 73 Batch 255/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.004 Epoch 73 Batch 256/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.002 Epoch 73 Batch 257/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 73 Batch 258/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 73 Batch 259/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.004 Epoch 73 Batch 260/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 73 Batch 261/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 73 Batch 262/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 73 Batch 263/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 73 Batch 264/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 73 Batch 265/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 73 Batch 266/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.002 Epoch 73 Batch 267/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 74 Batch 0/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 74 Batch 1/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.003 Epoch 74 Batch 2/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 74 Batch 3/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 74 Batch 4/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 74 Batch 5/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 74 Batch 6/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 74 Batch 7/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 74 Batch 8/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 74 Batch 9/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 74 Batch 10/269 - Train Accuracy: 0.984, Validation Accuracy: 0.974, Loss: 0.002 Epoch 74 Batch 11/269 - Train Accuracy: 0.980, Validation Accuracy: 0.974, Loss: 0.003 Epoch 74 Batch 12/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.003 Epoch 74 Batch 13/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 74 Batch 14/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 74 Batch 15/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 74 Batch 16/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.004 Epoch 74 Batch 17/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 74 Batch 18/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 74 Batch 19/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 74 Batch 20/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 74 Batch 21/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 74 Batch 22/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.004 Epoch 74 Batch 23/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 74 Batch 24/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 74 Batch 25/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 74 Batch 26/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 74 Batch 27/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 74 Batch 28/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 74 Batch 29/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 74 Batch 30/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.004 Epoch 74 Batch 31/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.002 Epoch 74 Batch 32/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.002 Epoch 74 Batch 33/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 74 Batch 34/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 74 Batch 35/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.006 Epoch 74 Batch 36/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 74 Batch 37/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 74 Batch 38/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 74 Batch 39/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 74 Batch 40/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 74 Batch 41/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 74 Batch 42/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.003 Epoch 74 Batch 43/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 74 Batch 44/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.004 Epoch 74 Batch 45/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.004 Epoch 74 Batch 46/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 74 Batch 47/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 74 Batch 48/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.003 Epoch 74 Batch 49/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 74 Batch 50/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.003 Epoch 74 Batch 51/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 74 Batch 52/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 74 Batch 53/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 74 Batch 54/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.003 Epoch 74 Batch 55/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 74 Batch 56/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.002 Epoch 74 Batch 57/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.003 Epoch 74 Batch 58/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 74 Batch 59/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.001 Epoch 74 Batch 60/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.004 Epoch 74 Batch 61/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 74 Batch 62/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.004 Epoch 74 Batch 63/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 74 Batch 64/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 74 Batch 65/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 74 Batch 66/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.005 Epoch 74 Batch 67/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.005 Epoch 74 Batch 68/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.003 Epoch 74 Batch 69/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.003 Epoch 74 Batch 70/269 - Train Accuracy: 0.986, Validation Accuracy: 0.962, Loss: 0.002 Epoch 74 Batch 71/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.003 Epoch 74 Batch 72/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 74 Batch 73/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 74 Batch 74/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 74 Batch 75/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.004 Epoch 74 Batch 76/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.003 Epoch 74 Batch 77/269 - Train Accuracy: 0.985, Validation Accuracy: 0.958, Loss: 0.003 Epoch 74 Batch 78/269 - Train Accuracy: 0.981, Validation Accuracy: 0.954, Loss: 0.003 Epoch 74 Batch 79/269 - Train Accuracy: 0.981, Validation Accuracy: 0.955, Loss: 0.003 Epoch 74 Batch 80/269 - Train Accuracy: 0.984, Validation Accuracy: 0.958, Loss: 0.004 Epoch 74 Batch 81/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.003 Epoch 74 Batch 82/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 74 Batch 83/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 74 Batch 84/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.004 Epoch 74 Batch 85/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.003 Epoch 74 Batch 86/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 74 Batch 87/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 74 Batch 88/269 - Train Accuracy: 0.986, Validation Accuracy: 0.962, Loss: 0.002 Epoch 74 Batch 89/269 - Train Accuracy: 0.983, Validation Accuracy: 0.956, Loss: 0.003 Epoch 74 Batch 90/269 - Train Accuracy: 0.980, Validation Accuracy: 0.953, Loss: 0.003 Epoch 74 Batch 91/269 - Train Accuracy: 0.983, Validation Accuracy: 0.955, Loss: 0.004 Epoch 74 Batch 92/269 - Train Accuracy: 0.981, Validation Accuracy: 0.961, Loss: 0.004 Epoch 74 Batch 93/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.002 Epoch 74 Batch 94/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.004 Epoch 74 Batch 95/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.002 Epoch 74 Batch 96/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.003 Epoch 74 Batch 97/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 74 Batch 98/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.004 Epoch 74 Batch 99/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 74 Batch 100/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 74 Batch 101/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.005 Epoch 74 Batch 102/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.002 Epoch 74 Batch 103/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.004 Epoch 74 Batch 104/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 74 Batch 105/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 74 Batch 106/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.003 Epoch 74 Batch 107/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.004 Epoch 74 Batch 108/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.003 Epoch 74 Batch 109/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.004 Epoch 74 Batch 110/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 74 Batch 111/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 74 Batch 112/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.003 Epoch 74 Batch 113/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.003 Epoch 74 Batch 114/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 74 Batch 115/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 74 Batch 116/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 74 Batch 117/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 74 Batch 118/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 74 Batch 119/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 74 Batch 120/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.004 Epoch 74 Batch 121/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.002 Epoch 74 Batch 122/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.003 Epoch 74 Batch 123/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.004 Epoch 74 Batch 124/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.003 Epoch 74 Batch 125/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 74 Batch 126/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 74 Batch 127/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.004 Epoch 74 Batch 128/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 74 Batch 129/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.003 Epoch 74 Batch 130/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 74 Batch 131/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.004 Epoch 74 Batch 132/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.004 Epoch 74 Batch 133/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.002 Epoch 74 Batch 134/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 74 Batch 135/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 74 Batch 136/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 74 Batch 137/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 74 Batch 138/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 74 Batch 139/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 74 Batch 140/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.005 Epoch 74 Batch 141/269 - Train Accuracy: 0.986, Validation Accuracy: 0.973, Loss: 0.003 Epoch 74 Batch 142/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 74 Batch 143/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 74 Batch 144/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 74 Batch 145/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 74 Batch 146/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 74 Batch 147/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.004 Epoch 74 Batch 148/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.002 Epoch 74 Batch 149/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 74 Batch 150/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.004 Epoch 74 Batch 151/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.003 Epoch 74 Batch 152/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 74 Batch 153/269 - Train Accuracy: 0.983, Validation Accuracy: 0.974, Loss: 0.003 Epoch 74 Batch 154/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 74 Batch 155/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 74 Batch 156/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 74 Batch 157/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 74 Batch 158/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.004 Epoch 74 Batch 159/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.002 Epoch 74 Batch 160/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 74 Batch 161/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 74 Batch 162/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.004 Epoch 74 Batch 163/269 - Train Accuracy: 0.988, Validation Accuracy: 0.971, Loss: 0.002 Epoch 74 Batch 164/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 74 Batch 165/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 74 Batch 166/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 74 Batch 167/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.003 Epoch 74 Batch 168/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 74 Batch 169/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 74 Batch 170/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.002 Epoch 74 Batch 171/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 74 Batch 172/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.004 Epoch 74 Batch 173/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 74 Batch 174/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.002 Epoch 74 Batch 175/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.005 Epoch 74 Batch 176/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.004 Epoch 74 Batch 177/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 74 Batch 178/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 74 Batch 179/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 74 Batch 180/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 74 Batch 181/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.004 Epoch 74 Batch 182/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.004 Epoch 74 Batch 183/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.003 Epoch 74 Batch 184/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.003 Epoch 74 Batch 185/269 - Train Accuracy: 0.985, Validation Accuracy: 0.961, Loss: 0.003 Epoch 74 Batch 186/269 - Train Accuracy: 0.980, Validation Accuracy: 0.960, Loss: 0.003 Epoch 74 Batch 187/269 - Train Accuracy: 0.984, Validation Accuracy: 0.961, Loss: 0.003 Epoch 74 Batch 188/269 - Train Accuracy: 0.985, Validation Accuracy: 0.960, Loss: 0.003 Epoch 74 Batch 189/269 - Train Accuracy: 0.987, Validation Accuracy: 0.961, Loss: 0.003 Epoch 74 Batch 190/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.003 Epoch 74 Batch 191/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 74 Batch 192/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.002 Epoch 74 Batch 193/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.002 Epoch 74 Batch 194/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.004 Epoch 74 Batch 195/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.003 Epoch 74 Batch 196/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 74 Batch 197/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.004 Epoch 74 Batch 198/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.002 Epoch 74 Batch 199/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.004 Epoch 74 Batch 200/269 - Train Accuracy: 0.988, Validation Accuracy: 0.966, Loss: 0.002 Epoch 74 Batch 201/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.004 Epoch 74 Batch 202/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.003 Epoch 74 Batch 203/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.004 Epoch 74 Batch 204/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 74 Batch 205/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 74 Batch 206/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.003 Epoch 74 Batch 207/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 74 Batch 208/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.004 Epoch 74 Batch 209/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.004 Epoch 74 Batch 210/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 74 Batch 211/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 74 Batch 212/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.004 Epoch 74 Batch 213/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.003 Epoch 74 Batch 214/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.003 Epoch 74 Batch 215/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 74 Batch 216/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.005 Epoch 74 Batch 217/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 74 Batch 218/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.002 Epoch 74 Batch 219/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 74 Batch 220/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.003 Epoch 74 Batch 221/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 74 Batch 222/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 74 Batch 223/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 74 Batch 224/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.004 Epoch 74 Batch 225/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 74 Batch 226/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 74 Batch 227/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.004 Epoch 74 Batch 228/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 74 Batch 229/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 74 Batch 230/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 74 Batch 231/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 74 Batch 232/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 74 Batch 233/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 74 Batch 234/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.003 Epoch 74 Batch 235/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 74 Batch 236/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 74 Batch 237/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 74 Batch 238/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.004 Epoch 74 Batch 239/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.004 Epoch 74 Batch 240/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.004 Epoch 74 Batch 241/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 74 Batch 242/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 74 Batch 243/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 74 Batch 244/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.004 Epoch 74 Batch 245/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 74 Batch 246/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.003 Epoch 74 Batch 247/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 74 Batch 248/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 74 Batch 249/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 74 Batch 250/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 74 Batch 251/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 74 Batch 252/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 74 Batch 253/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.003 Epoch 74 Batch 254/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 74 Batch 255/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 74 Batch 256/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 74 Batch 257/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 74 Batch 258/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 74 Batch 259/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.005 Epoch 74 Batch 260/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.004 Epoch 74 Batch 261/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 74 Batch 262/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.004 Epoch 74 Batch 263/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 74 Batch 264/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 74 Batch 265/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 74 Batch 266/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 74 Batch 267/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 75 Batch 0/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.004 Epoch 75 Batch 1/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.003 Epoch 75 Batch 2/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 75 Batch 3/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 75 Batch 4/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 75 Batch 5/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 75 Batch 6/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 75 Batch 7/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 75 Batch 8/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.003 Epoch 75 Batch 9/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 75 Batch 10/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 75 Batch 11/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.004 Epoch 75 Batch 12/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 75 Batch 13/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 75 Batch 14/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 75 Batch 15/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.002 Epoch 75 Batch 16/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.004 Epoch 75 Batch 17/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 75 Batch 18/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.003 Epoch 75 Batch 19/269 - Train Accuracy: 0.988, Validation Accuracy: 0.972, Loss: 0.002 Epoch 75 Batch 20/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.003 Epoch 75 Batch 21/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 75 Batch 22/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.003 Epoch 75 Batch 23/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.003 Epoch 75 Batch 24/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 75 Batch 25/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 75 Batch 26/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.002 Epoch 75 Batch 27/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.003 Epoch 75 Batch 28/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.004 Epoch 75 Batch 29/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.003 Epoch 75 Batch 30/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 75 Batch 31/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 75 Batch 32/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 75 Batch 33/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 75 Batch 34/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 75 Batch 35/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.007 Epoch 75 Batch 36/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 75 Batch 37/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 75 Batch 38/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 75 Batch 39/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.002 Epoch 75 Batch 40/269 - Train Accuracy: 0.984, Validation Accuracy: 0.962, Loss: 0.003 Epoch 75 Batch 41/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.003 Epoch 75 Batch 42/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.003 Epoch 75 Batch 43/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 75 Batch 44/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.004 Epoch 75 Batch 45/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 75 Batch 46/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 75 Batch 47/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 75 Batch 48/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 75 Batch 49/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 75 Batch 50/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.004 Epoch 75 Batch 51/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 75 Batch 52/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 75 Batch 53/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 75 Batch 54/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.003 Epoch 75 Batch 55/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 75 Batch 56/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 75 Batch 57/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.003 Epoch 75 Batch 58/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 75 Batch 59/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 75 Batch 60/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.005 Epoch 75 Batch 61/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 75 Batch 62/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.004 Epoch 75 Batch 63/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.003 Epoch 75 Batch 64/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 75 Batch 65/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 75 Batch 66/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.004 Epoch 75 Batch 67/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.004 Epoch 75 Batch 68/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.002 Epoch 75 Batch 69/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.004 Epoch 75 Batch 70/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.003 Epoch 75 Batch 71/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 75 Batch 72/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 75 Batch 73/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.004 Epoch 75 Batch 74/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.003 Epoch 75 Batch 75/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 75 Batch 76/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 75 Batch 77/269 - Train Accuracy: 0.986, Validation Accuracy: 0.957, Loss: 0.003 Epoch 75 Batch 78/269 - Train Accuracy: 0.979, Validation Accuracy: 0.957, Loss: 0.003 Epoch 75 Batch 79/269 - Train Accuracy: 0.980, Validation Accuracy: 0.957, Loss: 0.003 Epoch 75 Batch 80/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.003 Epoch 75 Batch 81/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.003 Epoch 75 Batch 82/269 - Train Accuracy: 0.988, Validation Accuracy: 0.963, Loss: 0.003 Epoch 75 Batch 83/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.004 Epoch 75 Batch 84/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 75 Batch 85/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 75 Batch 86/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 75 Batch 87/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 75 Batch 88/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.002 Epoch 75 Batch 89/269 - Train Accuracy: 0.979, Validation Accuracy: 0.955, Loss: 0.003 Epoch 75 Batch 90/269 - Train Accuracy: 0.981, Validation Accuracy: 0.955, Loss: 0.002 Epoch 75 Batch 91/269 - Train Accuracy: 0.981, Validation Accuracy: 0.957, Loss: 0.004 Epoch 75 Batch 92/269 - Train Accuracy: 0.983, Validation Accuracy: 0.961, Loss: 0.003 Epoch 75 Batch 93/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.002 Epoch 75 Batch 94/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.002 Epoch 75 Batch 95/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 75 Batch 96/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 75 Batch 97/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.003 Epoch 75 Batch 98/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.004 Epoch 75 Batch 99/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 75 Batch 100/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 75 Batch 101/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.005 Epoch 75 Batch 102/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.002 Epoch 75 Batch 103/269 - Train Accuracy: 0.981, Validation Accuracy: 0.960, Loss: 0.004 Epoch 75 Batch 104/269 - Train Accuracy: 0.984, Validation Accuracy: 0.961, Loss: 0.003 Epoch 75 Batch 105/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.003 Epoch 75 Batch 106/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.004 Epoch 75 Batch 107/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.002 Epoch 75 Batch 108/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 75 Batch 109/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.004 Epoch 75 Batch 110/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 75 Batch 111/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.005 Epoch 75 Batch 112/269 - Train Accuracy: 0.981, Validation Accuracy: 0.961, Loss: 0.003 Epoch 75 Batch 113/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.005 Epoch 75 Batch 114/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 75 Batch 115/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.004 Epoch 75 Batch 116/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 75 Batch 117/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 75 Batch 118/269 - Train Accuracy: 0.987, Validation Accuracy: 0.964, Loss: 0.004 Epoch 75 Batch 119/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 75 Batch 120/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.004 Epoch 75 Batch 121/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 75 Batch 122/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.004 Epoch 75 Batch 123/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 75 Batch 124/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.004 Epoch 75 Batch 125/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 75 Batch 126/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.003 Epoch 75 Batch 127/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.004 Epoch 75 Batch 128/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 75 Batch 129/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 75 Batch 130/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 75 Batch 131/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.004 Epoch 75 Batch 132/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 75 Batch 133/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 75 Batch 134/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 75 Batch 135/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 75 Batch 136/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.004 Epoch 75 Batch 137/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.004 Epoch 75 Batch 138/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.003 Epoch 75 Batch 139/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 75 Batch 140/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 75 Batch 141/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 75 Batch 142/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 75 Batch 143/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 75 Batch 144/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 75 Batch 145/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 75 Batch 146/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 75 Batch 147/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.004 Epoch 75 Batch 148/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 75 Batch 149/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.004 Epoch 75 Batch 150/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.004 Epoch 75 Batch 151/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.003 Epoch 75 Batch 152/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 75 Batch 153/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.003 Epoch 75 Batch 154/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.004 Epoch 75 Batch 155/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.004 Epoch 75 Batch 156/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.003 Epoch 75 Batch 157/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 75 Batch 158/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.004 Epoch 75 Batch 159/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 75 Batch 160/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 75 Batch 161/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.006 Epoch 75 Batch 162/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.004 Epoch 75 Batch 163/269 - Train Accuracy: 0.975, Validation Accuracy: 0.955, Loss: 0.017 Epoch 75 Batch 164/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.020 Epoch 75 Batch 165/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.004 Epoch 75 Batch 166/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.011 Epoch 75 Batch 167/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.011 Epoch 75 Batch 168/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 75 Batch 169/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 75 Batch 170/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.005 Epoch 75 Batch 171/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.009 Epoch 75 Batch 172/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.004 Epoch 75 Batch 173/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.007 Epoch 75 Batch 174/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 75 Batch 175/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.010 Epoch 75 Batch 176/269 - Train Accuracy: 0.980, Validation Accuracy: 0.959, Loss: 0.007 Epoch 75 Batch 177/269 - Train Accuracy: 0.977, Validation Accuracy: 0.958, Loss: 0.007 Epoch 75 Batch 178/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 75 Batch 179/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.007 Epoch 75 Batch 180/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.006 Epoch 75 Batch 181/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 75 Batch 182/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 75 Batch 183/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.005 Epoch 75 Batch 184/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.006 Epoch 75 Batch 185/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.007 Epoch 75 Batch 186/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.005 Epoch 75 Batch 187/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.006 Epoch 75 Batch 188/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.006 Epoch 75 Batch 189/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.006 Epoch 75 Batch 190/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.004 Epoch 75 Batch 191/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.005 Epoch 75 Batch 192/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 75 Batch 193/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 75 Batch 194/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.004 Epoch 75 Batch 195/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.005 Epoch 75 Batch 196/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.004 Epoch 75 Batch 197/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.005 Epoch 75 Batch 198/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.004 Epoch 75 Batch 199/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 75 Batch 200/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.004 Epoch 75 Batch 201/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 75 Batch 202/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.004 Epoch 75 Batch 203/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.005 Epoch 75 Batch 204/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.004 Epoch 75 Batch 205/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.005 Epoch 75 Batch 206/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.004 Epoch 75 Batch 207/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.004 Epoch 75 Batch 208/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.005 Epoch 75 Batch 209/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.005 Epoch 75 Batch 210/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.003 Epoch 75 Batch 211/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.005 Epoch 75 Batch 212/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.006 Epoch 75 Batch 213/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 75 Batch 214/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 75 Batch 215/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.004 Epoch 75 Batch 216/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 75 Batch 217/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.005 Epoch 75 Batch 218/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 75 Batch 219/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 75 Batch 220/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 75 Batch 221/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.005 Epoch 75 Batch 222/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.003 Epoch 75 Batch 223/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 75 Batch 224/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.005 Epoch 75 Batch 225/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 75 Batch 226/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.003 Epoch 75 Batch 227/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.006 Epoch 75 Batch 228/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 75 Batch 229/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 75 Batch 230/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 75 Batch 231/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 75 Batch 232/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.005 Epoch 75 Batch 233/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 75 Batch 234/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.004 Epoch 75 Batch 235/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.003 Epoch 75 Batch 236/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 75 Batch 237/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 75 Batch 238/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.004 Epoch 75 Batch 239/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.004 Epoch 75 Batch 240/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.005 Epoch 75 Batch 241/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 75 Batch 242/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 75 Batch 243/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 75 Batch 244/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.004 Epoch 75 Batch 245/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.004 Epoch 75 Batch 246/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 75 Batch 247/269 - Train Accuracy: 0.988, Validation Accuracy: 0.967, Loss: 0.003 Epoch 75 Batch 248/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 75 Batch 249/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 75 Batch 250/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 75 Batch 251/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 75 Batch 252/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.003 Epoch 75 Batch 253/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 75 Batch 254/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 75 Batch 255/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.004 Epoch 75 Batch 256/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 75 Batch 257/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.004 Epoch 75 Batch 258/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.002 Epoch 75 Batch 259/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.004 Epoch 75 Batch 260/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 75 Batch 261/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 75 Batch 262/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.003 Epoch 75 Batch 263/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 75 Batch 264/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 75 Batch 265/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 75 Batch 266/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 75 Batch 267/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 76 Batch 0/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 76 Batch 1/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 76 Batch 2/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.004 Epoch 76 Batch 3/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 76 Batch 4/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 76 Batch 5/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 76 Batch 6/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 76 Batch 7/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 76 Batch 8/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 76 Batch 9/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.002 Epoch 76 Batch 10/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 76 Batch 11/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.004 Epoch 76 Batch 12/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.003 Epoch 76 Batch 13/269 - Train Accuracy: 0.986, Validation Accuracy: 0.973, Loss: 0.002 Epoch 76 Batch 14/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.003 Epoch 76 Batch 15/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 76 Batch 16/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 76 Batch 17/269 - Train Accuracy: 0.983, Validation Accuracy: 0.974, Loss: 0.002 Epoch 76 Batch 18/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.003 Epoch 76 Batch 19/269 - Train Accuracy: 0.986, Validation Accuracy: 0.975, Loss: 0.002 Epoch 76 Batch 20/269 - Train Accuracy: 0.986, Validation Accuracy: 0.975, Loss: 0.002 Epoch 76 Batch 21/269 - Train Accuracy: 0.987, Validation Accuracy: 0.975, Loss: 0.002 Epoch 76 Batch 22/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 76 Batch 23/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 76 Batch 24/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 76 Batch 25/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 76 Batch 26/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 76 Batch 27/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 76 Batch 28/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.002 Epoch 76 Batch 29/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.004 Epoch 76 Batch 30/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 76 Batch 31/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 76 Batch 32/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 76 Batch 33/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.002 Epoch 76 Batch 34/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 76 Batch 35/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.006 Epoch 76 Batch 36/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 76 Batch 37/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.003 Epoch 76 Batch 38/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 76 Batch 39/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 76 Batch 40/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.003 Epoch 76 Batch 41/269 - Train Accuracy: 0.984, Validation Accuracy: 0.958, Loss: 0.002 Epoch 76 Batch 42/269 - Train Accuracy: 0.985, Validation Accuracy: 0.957, Loss: 0.003 Epoch 76 Batch 43/269 - Train Accuracy: 0.984, Validation Accuracy: 0.959, Loss: 0.003 Epoch 76 Batch 44/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.004 Epoch 76 Batch 45/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 76 Batch 46/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 76 Batch 47/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 76 Batch 48/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 76 Batch 49/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.002 Epoch 76 Batch 50/269 - Train Accuracy: 0.982, Validation Accuracy: 0.974, Loss: 0.003 Epoch 76 Batch 51/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.002 Epoch 76 Batch 52/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 76 Batch 53/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 76 Batch 54/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 76 Batch 55/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.003 Epoch 76 Batch 56/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 76 Batch 57/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.003 Epoch 76 Batch 58/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 76 Batch 59/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 76 Batch 60/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.004 Epoch 76 Batch 61/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.004 Epoch 76 Batch 62/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.004 Epoch 76 Batch 63/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 76 Batch 64/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 76 Batch 65/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.003 Epoch 76 Batch 66/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 76 Batch 67/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.004 Epoch 76 Batch 68/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.003 Epoch 76 Batch 69/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.003 Epoch 76 Batch 70/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.003 Epoch 76 Batch 71/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.004 Epoch 76 Batch 72/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.003 Epoch 76 Batch 73/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 76 Batch 74/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.002 Epoch 76 Batch 75/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.003 Epoch 76 Batch 76/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 76 Batch 77/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 76 Batch 78/269 - Train Accuracy: 0.980, Validation Accuracy: 0.960, Loss: 0.003 Epoch 76 Batch 79/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.003 Epoch 76 Batch 80/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.004 Epoch 76 Batch 81/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.003 Epoch 76 Batch 82/269 - Train Accuracy: 0.988, Validation Accuracy: 0.963, Loss: 0.002 Epoch 76 Batch 83/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.004 Epoch 76 Batch 84/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.003 Epoch 76 Batch 85/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.003 Epoch 76 Batch 86/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.003 Epoch 76 Batch 87/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.002 Epoch 76 Batch 88/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.003 Epoch 76 Batch 89/269 - Train Accuracy: 0.987, Validation Accuracy: 0.963, Loss: 0.002 Epoch 76 Batch 90/269 - Train Accuracy: 0.981, Validation Accuracy: 0.957, Loss: 0.003 Epoch 76 Batch 91/269 - Train Accuracy: 0.980, Validation Accuracy: 0.953, Loss: 0.002 Epoch 76 Batch 92/269 - Train Accuracy: 0.980, Validation Accuracy: 0.955, Loss: 0.003 Epoch 76 Batch 93/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.002 Epoch 76 Batch 94/269 - Train Accuracy: 0.982, Validation Accuracy: 0.961, Loss: 0.003 Epoch 76 Batch 95/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.004 Epoch 76 Batch 96/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 76 Batch 97/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 76 Batch 98/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 76 Batch 99/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 76 Batch 100/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.003 Epoch 76 Batch 101/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.004 Epoch 76 Batch 102/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 76 Batch 103/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.003 Epoch 76 Batch 104/269 - Train Accuracy: 0.983, Validation Accuracy: 0.960, Loss: 0.002 Epoch 76 Batch 105/269 - Train Accuracy: 0.981, Validation Accuracy: 0.959, Loss: 0.003 Epoch 76 Batch 106/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 76 Batch 107/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.003 Epoch 76 Batch 108/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 76 Batch 109/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.004 Epoch 76 Batch 110/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.003 Epoch 76 Batch 111/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 76 Batch 112/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 76 Batch 113/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.003 Epoch 76 Batch 114/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.004 Epoch 76 Batch 115/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.003 Epoch 76 Batch 116/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.002 Epoch 76 Batch 117/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 76 Batch 118/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.004 Epoch 76 Batch 119/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.003 Epoch 76 Batch 120/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.004 Epoch 76 Batch 121/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.003 Epoch 76 Batch 122/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 76 Batch 123/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.004 Epoch 76 Batch 124/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.004 Epoch 76 Batch 125/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.002 Epoch 76 Batch 126/269 - Train Accuracy: 0.982, Validation Accuracy: 0.960, Loss: 0.003 Epoch 76 Batch 127/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.005 Epoch 76 Batch 128/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.002 Epoch 76 Batch 129/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 76 Batch 130/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.004 Epoch 76 Batch 131/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.003 Epoch 76 Batch 132/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 76 Batch 133/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 76 Batch 134/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 76 Batch 135/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 76 Batch 136/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.003 Epoch 76 Batch 137/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.004 Epoch 76 Batch 138/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 76 Batch 139/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 76 Batch 140/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 76 Batch 141/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 76 Batch 142/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.004 Epoch 76 Batch 143/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 76 Batch 144/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 76 Batch 145/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 76 Batch 146/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 76 Batch 147/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.004 Epoch 76 Batch 148/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 76 Batch 149/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.004 Epoch 76 Batch 150/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.003 Epoch 76 Batch 151/269 - Train Accuracy: 0.983, Validation Accuracy: 0.961, Loss: 0.003 Epoch 76 Batch 152/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.003 Epoch 76 Batch 153/269 - Train Accuracy: 0.985, Validation Accuracy: 0.962, Loss: 0.004 Epoch 76 Batch 154/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.003 Epoch 76 Batch 155/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.003 Epoch 76 Batch 156/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 76 Batch 157/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 76 Batch 158/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 76 Batch 159/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.003 Epoch 76 Batch 160/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 76 Batch 161/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 76 Batch 162/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 76 Batch 163/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.003 Epoch 76 Batch 164/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 76 Batch 165/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 76 Batch 166/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 76 Batch 167/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.002 Epoch 76 Batch 168/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 76 Batch 169/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 76 Batch 170/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 76 Batch 171/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 76 Batch 172/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 76 Batch 173/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 76 Batch 174/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.002 Epoch 76 Batch 175/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 76 Batch 176/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.002 Epoch 76 Batch 177/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 76 Batch 178/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 76 Batch 179/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 76 Batch 180/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 76 Batch 181/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 76 Batch 182/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.003 Epoch 76 Batch 183/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.002 Epoch 76 Batch 184/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.004 Epoch 76 Batch 185/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 76 Batch 186/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 76 Batch 187/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 76 Batch 188/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.002 Epoch 76 Batch 189/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 76 Batch 190/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 76 Batch 191/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 76 Batch 192/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.002 Epoch 76 Batch 193/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 76 Batch 194/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 76 Batch 195/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.002 Epoch 76 Batch 196/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 76 Batch 197/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 76 Batch 198/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 76 Batch 199/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 76 Batch 200/269 - Train Accuracy: 0.990, Validation Accuracy: 0.965, Loss: 0.002 Epoch 76 Batch 201/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.004 Epoch 76 Batch 202/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 76 Batch 203/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 76 Batch 204/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 76 Batch 205/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.001 Epoch 76 Batch 206/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.003 Epoch 76 Batch 207/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.003 Epoch 76 Batch 208/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.003 Epoch 76 Batch 209/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 76 Batch 210/269 - Train Accuracy: 0.988, Validation Accuracy: 0.967, Loss: 0.002 Epoch 76 Batch 211/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 76 Batch 212/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.004 Epoch 76 Batch 213/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 76 Batch 214/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 76 Batch 215/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 76 Batch 216/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 76 Batch 217/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 76 Batch 218/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 76 Batch 219/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 76 Batch 220/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.002 Epoch 76 Batch 221/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 76 Batch 222/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 76 Batch 223/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 76 Batch 224/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 76 Batch 225/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 76 Batch 226/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 76 Batch 227/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.004 Epoch 76 Batch 228/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 76 Batch 229/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 76 Batch 230/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 76 Batch 231/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 76 Batch 232/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 76 Batch 233/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.002 Epoch 76 Batch 234/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.002 Epoch 76 Batch 235/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.002 Epoch 76 Batch 236/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.003 Epoch 76 Batch 237/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 76 Batch 238/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 76 Batch 239/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 76 Batch 240/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 76 Batch 241/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 76 Batch 242/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 76 Batch 243/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 76 Batch 244/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 76 Batch 245/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 76 Batch 246/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 76 Batch 247/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 76 Batch 248/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 76 Batch 249/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 76 Batch 250/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 76 Batch 251/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 76 Batch 252/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.003 Epoch 76 Batch 253/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 76 Batch 254/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 76 Batch 255/269 - Train Accuracy: 0.988, Validation Accuracy: 0.970, Loss: 0.003 Epoch 76 Batch 256/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 76 Batch 257/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.003 Epoch 76 Batch 258/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 76 Batch 259/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.004 Epoch 76 Batch 260/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.002 Epoch 76 Batch 261/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 76 Batch 262/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.004 Epoch 76 Batch 263/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 76 Batch 264/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 76 Batch 265/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.002 Epoch 76 Batch 266/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 76 Batch 267/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 77 Batch 0/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 77 Batch 1/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.003 Epoch 77 Batch 2/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 77 Batch 3/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 77 Batch 4/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 77 Batch 5/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 77 Batch 6/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 77 Batch 7/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 77 Batch 8/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 77 Batch 9/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 77 Batch 10/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 77 Batch 11/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 77 Batch 12/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.003 Epoch 77 Batch 13/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 77 Batch 14/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 77 Batch 15/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.002 Epoch 77 Batch 16/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 77 Batch 17/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 77 Batch 18/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 77 Batch 19/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 77 Batch 20/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 77 Batch 21/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 77 Batch 22/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 77 Batch 23/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 77 Batch 24/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 77 Batch 25/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 77 Batch 26/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 77 Batch 27/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 77 Batch 28/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.002 Epoch 77 Batch 29/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 77 Batch 30/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 77 Batch 31/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 77 Batch 32/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.002 Epoch 77 Batch 33/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 77 Batch 34/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 77 Batch 35/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.005 Epoch 77 Batch 36/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 77 Batch 37/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 77 Batch 38/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 77 Batch 39/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.002 Epoch 77 Batch 40/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 77 Batch 41/269 - Train Accuracy: 0.982, Validation Accuracy: 0.960, Loss: 0.002 Epoch 77 Batch 42/269 - Train Accuracy: 0.985, Validation Accuracy: 0.958, Loss: 0.002 Epoch 77 Batch 43/269 - Train Accuracy: 0.984, Validation Accuracy: 0.959, Loss: 0.003 Epoch 77 Batch 44/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.003 Epoch 77 Batch 45/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 77 Batch 46/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 77 Batch 47/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 77 Batch 48/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 77 Batch 49/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 77 Batch 50/269 - Train Accuracy: 0.982, Validation Accuracy: 0.976, Loss: 0.003 Epoch 77 Batch 51/269 - Train Accuracy: 0.984, Validation Accuracy: 0.975, Loss: 0.002 Epoch 77 Batch 52/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.001 Epoch 77 Batch 53/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 77 Batch 54/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.003 Epoch 77 Batch 55/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 77 Batch 56/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 77 Batch 57/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.003 Epoch 77 Batch 58/269 - Train Accuracy: 0.982, Validation Accuracy: 0.974, Loss: 0.002 Epoch 77 Batch 59/269 - Train Accuracy: 0.983, Validation Accuracy: 0.974, Loss: 0.002 Epoch 77 Batch 60/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.003 Epoch 77 Batch 61/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.002 Epoch 77 Batch 62/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 77 Batch 63/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.004 Epoch 77 Batch 64/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 77 Batch 65/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.003 Epoch 77 Batch 66/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 77 Batch 67/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.003 Epoch 77 Batch 68/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.002 Epoch 77 Batch 69/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.003 Epoch 77 Batch 70/269 - Train Accuracy: 0.985, Validation Accuracy: 0.961, Loss: 0.003 Epoch 77 Batch 71/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.005 Epoch 77 Batch 72/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 77 Batch 73/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 77 Batch 74/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 77 Batch 75/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.003 Epoch 77 Batch 76/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 77 Batch 77/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.003 Epoch 77 Batch 78/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.002 Epoch 77 Batch 79/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.003 Epoch 77 Batch 80/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.003 Epoch 77 Batch 81/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.003 Epoch 77 Batch 82/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 77 Batch 83/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.004 Epoch 77 Batch 84/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.002 Epoch 77 Batch 85/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.003 Epoch 77 Batch 86/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.002 Epoch 77 Batch 87/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.003 Epoch 77 Batch 88/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 77 Batch 89/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 77 Batch 90/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.002 Epoch 77 Batch 91/269 - Train Accuracy: 0.981, Validation Accuracy: 0.957, Loss: 0.002 Epoch 77 Batch 92/269 - Train Accuracy: 0.981, Validation Accuracy: 0.959, Loss: 0.003 Epoch 77 Batch 93/269 - Train Accuracy: 0.980, Validation Accuracy: 0.958, Loss: 0.003 Epoch 77 Batch 94/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.003 Epoch 77 Batch 95/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 77 Batch 96/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 77 Batch 97/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.003 Epoch 77 Batch 98/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.005 Epoch 77 Batch 99/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 77 Batch 100/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 77 Batch 101/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.005 Epoch 77 Batch 102/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 77 Batch 103/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.004 Epoch 77 Batch 104/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 77 Batch 105/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 77 Batch 106/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.003 Epoch 77 Batch 107/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.003 Epoch 77 Batch 108/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 77 Batch 109/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 77 Batch 110/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 77 Batch 111/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.003 Epoch 77 Batch 112/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 77 Batch 113/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.004 Epoch 77 Batch 114/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 77 Batch 115/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 77 Batch 116/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 77 Batch 117/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.003 Epoch 77 Batch 118/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.003 Epoch 77 Batch 119/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 77 Batch 120/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.003 Epoch 77 Batch 121/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 77 Batch 122/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 77 Batch 123/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.005 Epoch 77 Batch 124/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 77 Batch 125/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 77 Batch 126/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 77 Batch 127/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 77 Batch 128/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 77 Batch 129/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 77 Batch 130/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.004 Epoch 77 Batch 131/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.004 Epoch 77 Batch 132/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 77 Batch 133/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.003 Epoch 77 Batch 134/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.004 Epoch 77 Batch 135/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 77 Batch 136/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.003 Epoch 77 Batch 137/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.004 Epoch 77 Batch 138/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 77 Batch 139/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 77 Batch 140/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.004 Epoch 77 Batch 141/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 77 Batch 142/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.003 Epoch 77 Batch 143/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 77 Batch 144/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 77 Batch 145/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 77 Batch 146/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 77 Batch 147/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 77 Batch 148/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 77 Batch 149/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.003 Epoch 77 Batch 150/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 77 Batch 151/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 77 Batch 152/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 77 Batch 153/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 77 Batch 154/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.003 Epoch 77 Batch 155/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 77 Batch 156/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 77 Batch 157/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 77 Batch 158/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 77 Batch 159/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 77 Batch 160/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 77 Batch 161/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 77 Batch 162/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 77 Batch 163/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 77 Batch 164/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 77 Batch 165/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.003 Epoch 77 Batch 166/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 77 Batch 167/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 77 Batch 168/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 77 Batch 169/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 77 Batch 170/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.003 Epoch 77 Batch 171/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.003 Epoch 77 Batch 172/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.003 Epoch 77 Batch 173/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 77 Batch 174/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 77 Batch 175/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.004 Epoch 77 Batch 176/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 77 Batch 177/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 77 Batch 178/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 77 Batch 179/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.003 Epoch 77 Batch 180/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 77 Batch 181/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 77 Batch 182/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.004 Epoch 77 Batch 183/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.002 Epoch 77 Batch 184/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.004 Epoch 77 Batch 185/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 77 Batch 186/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 77 Batch 187/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.001 Epoch 77 Batch 188/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.002 Epoch 77 Batch 189/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.003 Epoch 77 Batch 190/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.003 Epoch 77 Batch 191/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 77 Batch 192/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 77 Batch 193/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 77 Batch 194/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 77 Batch 195/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.001 Epoch 77 Batch 196/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 77 Batch 197/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 77 Batch 198/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 77 Batch 199/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 77 Batch 200/269 - Train Accuracy: 0.989, Validation Accuracy: 0.964, Loss: 0.002 Epoch 77 Batch 201/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.003 Epoch 77 Batch 202/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.003 Epoch 77 Batch 203/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 77 Batch 204/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 77 Batch 205/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 77 Batch 206/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 77 Batch 207/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 77 Batch 208/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 77 Batch 209/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 77 Batch 210/269 - Train Accuracy: 0.988, Validation Accuracy: 0.969, Loss: 0.001 Epoch 77 Batch 211/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 77 Batch 212/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.004 Epoch 77 Batch 213/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 77 Batch 214/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 77 Batch 215/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.003 Epoch 77 Batch 216/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 77 Batch 217/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.003 Epoch 77 Batch 218/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 77 Batch 219/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 77 Batch 220/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.003 Epoch 77 Batch 221/269 - Train Accuracy: 0.985, Validation Accuracy: 0.974, Loss: 0.003 Epoch 77 Batch 222/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.002 Epoch 77 Batch 223/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.001 Epoch 77 Batch 224/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 77 Batch 225/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 77 Batch 226/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 77 Batch 227/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.003 Epoch 77 Batch 228/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 77 Batch 229/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 77 Batch 230/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 77 Batch 231/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.002 Epoch 77 Batch 232/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 77 Batch 233/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 77 Batch 234/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 77 Batch 235/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.001 Epoch 77 Batch 236/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 77 Batch 237/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 77 Batch 238/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 77 Batch 239/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 77 Batch 240/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 77 Batch 241/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 77 Batch 242/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.001 Epoch 77 Batch 243/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 77 Batch 244/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 77 Batch 245/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 77 Batch 246/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 77 Batch 247/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.003 Epoch 77 Batch 248/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 77 Batch 249/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 77 Batch 250/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 77 Batch 251/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 77 Batch 252/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.002 Epoch 77 Batch 253/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 77 Batch 254/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 77 Batch 255/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.003 Epoch 77 Batch 256/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 77 Batch 257/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 77 Batch 258/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 77 Batch 259/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.004 Epoch 77 Batch 260/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 77 Batch 261/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 77 Batch 262/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.004 Epoch 77 Batch 263/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 77 Batch 264/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 77 Batch 265/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.002 Epoch 77 Batch 266/269 - Train Accuracy: 0.984, Validation Accuracy: 0.974, Loss: 0.002 Epoch 77 Batch 267/269 - Train Accuracy: 0.982, Validation Accuracy: 0.974, Loss: 0.002 Epoch 78 Batch 0/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 78 Batch 1/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.004 Epoch 78 Batch 2/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 78 Batch 3/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 78 Batch 4/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 78 Batch 5/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 78 Batch 6/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 78 Batch 7/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 78 Batch 8/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.003 Epoch 78 Batch 9/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 78 Batch 10/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.002 Epoch 78 Batch 11/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 78 Batch 12/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 78 Batch 13/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 78 Batch 14/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 78 Batch 15/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 78 Batch 16/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.003 Epoch 78 Batch 17/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 78 Batch 18/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 78 Batch 19/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 78 Batch 20/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 78 Batch 21/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 78 Batch 22/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 78 Batch 23/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 78 Batch 24/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 78 Batch 25/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 78 Batch 26/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 78 Batch 27/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 78 Batch 28/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.003 Epoch 78 Batch 29/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 78 Batch 30/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 78 Batch 31/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 78 Batch 32/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.002 Epoch 78 Batch 33/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 78 Batch 34/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 78 Batch 35/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.005 Epoch 78 Batch 36/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 78 Batch 37/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 78 Batch 38/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.002 Epoch 78 Batch 39/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 78 Batch 40/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 78 Batch 41/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.002 Epoch 78 Batch 42/269 - Train Accuracy: 0.985, Validation Accuracy: 0.962, Loss: 0.002 Epoch 78 Batch 43/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 78 Batch 44/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 78 Batch 45/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 78 Batch 46/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 78 Batch 47/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 78 Batch 48/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 78 Batch 49/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 78 Batch 50/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 78 Batch 51/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.002 Epoch 78 Batch 52/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.001 Epoch 78 Batch 53/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 78 Batch 54/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 78 Batch 55/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 78 Batch 56/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 78 Batch 57/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.003 Epoch 78 Batch 58/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 78 Batch 59/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.001 Epoch 78 Batch 60/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.003 Epoch 78 Batch 61/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.003 Epoch 78 Batch 62/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.003 Epoch 78 Batch 63/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.003 Epoch 78 Batch 64/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 78 Batch 65/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 78 Batch 66/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 78 Batch 67/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 78 Batch 68/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 78 Batch 69/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 78 Batch 70/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 78 Batch 71/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.004 Epoch 78 Batch 72/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 78 Batch 73/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 78 Batch 74/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 78 Batch 75/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 78 Batch 76/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 78 Batch 77/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.003 Epoch 78 Batch 78/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 78 Batch 79/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 78 Batch 80/269 - Train Accuracy: 0.987, Validation Accuracy: 0.962, Loss: 0.002 Epoch 78 Batch 81/269 - Train Accuracy: 0.984, Validation Accuracy: 0.959, Loss: 0.002 Epoch 78 Batch 82/269 - Train Accuracy: 0.985, Validation Accuracy: 0.958, Loss: 0.002 Epoch 78 Batch 83/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.004 Epoch 78 Batch 84/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 78 Batch 85/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 78 Batch 86/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.002 Epoch 78 Batch 87/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.003 Epoch 78 Batch 88/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 78 Batch 89/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 78 Batch 90/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 78 Batch 91/269 - Train Accuracy: 0.980, Validation Accuracy: 0.959, Loss: 0.003 Epoch 78 Batch 92/269 - Train Accuracy: 0.979, Validation Accuracy: 0.953, Loss: 0.003 Epoch 78 Batch 93/269 - Train Accuracy: 0.979, Validation Accuracy: 0.955, Loss: 0.003 Epoch 78 Batch 94/269 - Train Accuracy: 0.984, Validation Accuracy: 0.961, Loss: 0.005 Epoch 78 Batch 95/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 78 Batch 96/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.003 Epoch 78 Batch 97/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 78 Batch 98/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.005 Epoch 78 Batch 99/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 78 Batch 100/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.004 Epoch 78 Batch 101/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.006 Epoch 78 Batch 102/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.003 Epoch 78 Batch 103/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.003 Epoch 78 Batch 104/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.003 Epoch 78 Batch 105/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.003 Epoch 78 Batch 106/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.004 Epoch 78 Batch 107/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.003 Epoch 78 Batch 108/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.003 Epoch 78 Batch 109/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.003 Epoch 78 Batch 110/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 78 Batch 111/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 78 Batch 112/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 78 Batch 113/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 78 Batch 114/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 78 Batch 115/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.003 Epoch 78 Batch 116/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 78 Batch 117/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 78 Batch 118/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.003 Epoch 78 Batch 119/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 78 Batch 120/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.004 Epoch 78 Batch 121/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 78 Batch 122/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 78 Batch 123/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 78 Batch 124/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 78 Batch 125/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 78 Batch 126/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.004 Epoch 78 Batch 127/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.004 Epoch 78 Batch 128/269 - Train Accuracy: 0.986, Validation Accuracy: 0.960, Loss: 0.002 Epoch 78 Batch 129/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.003 Epoch 78 Batch 130/269 - Train Accuracy: 0.982, Validation Accuracy: 0.959, Loss: 0.004 Epoch 78 Batch 131/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 78 Batch 132/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 78 Batch 133/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.002 Epoch 78 Batch 134/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 78 Batch 135/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.003 Epoch 78 Batch 136/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.003 Epoch 78 Batch 137/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 78 Batch 138/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.002 Epoch 78 Batch 139/269 - Train Accuracy: 0.980, Validation Accuracy: 0.956, Loss: 0.002 Epoch 78 Batch 140/269 - Train Accuracy: 0.982, Validation Accuracy: 0.957, Loss: 0.004 Epoch 78 Batch 141/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.002 Epoch 78 Batch 142/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 78 Batch 143/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 78 Batch 144/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 78 Batch 145/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 78 Batch 146/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 78 Batch 147/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 78 Batch 148/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.004 Epoch 78 Batch 149/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 78 Batch 150/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 78 Batch 151/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 78 Batch 152/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 78 Batch 153/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.003 Epoch 78 Batch 154/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.003 Epoch 78 Batch 155/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.003 Epoch 78 Batch 156/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.003 Epoch 78 Batch 157/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 78 Batch 158/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 78 Batch 159/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 78 Batch 160/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 78 Batch 161/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 78 Batch 162/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 78 Batch 163/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 78 Batch 164/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 78 Batch 165/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 78 Batch 166/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 78 Batch 167/269 - Train Accuracy: 0.988, Validation Accuracy: 0.972, Loss: 0.002 Epoch 78 Batch 168/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 78 Batch 169/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.002 Epoch 78 Batch 170/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 78 Batch 171/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 78 Batch 172/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.003 Epoch 78 Batch 173/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 78 Batch 174/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 78 Batch 175/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.004 Epoch 78 Batch 176/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 78 Batch 177/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 78 Batch 178/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 78 Batch 179/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 78 Batch 180/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 78 Batch 181/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 78 Batch 182/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 78 Batch 183/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 78 Batch 184/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 78 Batch 185/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 78 Batch 186/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 78 Batch 187/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 78 Batch 188/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 78 Batch 189/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 78 Batch 190/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 78 Batch 191/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 78 Batch 192/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 78 Batch 193/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 78 Batch 194/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 78 Batch 195/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 78 Batch 196/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 78 Batch 197/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 78 Batch 198/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 78 Batch 199/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 78 Batch 200/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 78 Batch 201/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.004 Epoch 78 Batch 202/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 78 Batch 203/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 78 Batch 204/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 78 Batch 205/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 78 Batch 206/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 78 Batch 207/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 78 Batch 208/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 78 Batch 209/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 78 Batch 210/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 78 Batch 211/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 78 Batch 212/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.003 Epoch 78 Batch 213/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 78 Batch 214/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 78 Batch 215/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 78 Batch 216/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 78 Batch 217/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 78 Batch 218/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.001 Epoch 78 Batch 219/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 78 Batch 220/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.003 Epoch 78 Batch 221/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 78 Batch 222/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 78 Batch 223/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 78 Batch 224/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 78 Batch 225/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 78 Batch 226/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.002 Epoch 78 Batch 227/269 - Train Accuracy: 0.987, Validation Accuracy: 0.974, Loss: 0.003 Epoch 78 Batch 228/269 - Train Accuracy: 0.982, Validation Accuracy: 0.974, Loss: 0.002 Epoch 78 Batch 229/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 78 Batch 230/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 78 Batch 231/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 78 Batch 232/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.002 Epoch 78 Batch 233/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.002 Epoch 78 Batch 234/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.004 Epoch 78 Batch 235/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 78 Batch 236/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 78 Batch 237/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.002 Epoch 78 Batch 238/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 78 Batch 239/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 78 Batch 240/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 78 Batch 241/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 78 Batch 242/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 78 Batch 243/269 - Train Accuracy: 0.988, Validation Accuracy: 0.969, Loss: 0.002 Epoch 78 Batch 244/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 78 Batch 245/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 78 Batch 246/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 78 Batch 247/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 78 Batch 248/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 78 Batch 249/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.003 Epoch 78 Batch 250/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 78 Batch 251/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 78 Batch 252/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 78 Batch 253/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 78 Batch 254/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 78 Batch 255/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.003 Epoch 78 Batch 256/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 78 Batch 257/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 78 Batch 258/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 78 Batch 259/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.004 Epoch 78 Batch 260/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 78 Batch 261/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 78 Batch 262/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.003 Epoch 78 Batch 263/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 78 Batch 264/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 78 Batch 265/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 78 Batch 266/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 78 Batch 267/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 79 Batch 0/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.003 Epoch 79 Batch 1/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.002 Epoch 79 Batch 2/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 79 Batch 3/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 79 Batch 4/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 79 Batch 5/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 79 Batch 6/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 7/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 79 Batch 8/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 79 Batch 9/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 10/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 79 Batch 11/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 79 Batch 12/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 79 Batch 13/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 14/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 79 Batch 15/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 79 Batch 16/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 79 Batch 17/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 79 Batch 18/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 79 Batch 19/269 - Train Accuracy: 0.988, Validation Accuracy: 0.970, Loss: 0.002 Epoch 79 Batch 20/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 79 Batch 21/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 79 Batch 22/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 79 Batch 23/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 79 Batch 24/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 79 Batch 25/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 79 Batch 26/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 79 Batch 27/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 79 Batch 28/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 79 Batch 29/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 79 Batch 30/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 79 Batch 31/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 79 Batch 32/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 79 Batch 33/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 79 Batch 34/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 35/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.004 Epoch 79 Batch 36/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 79 Batch 37/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.002 Epoch 79 Batch 38/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 79 Batch 39/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.003 Epoch 79 Batch 40/269 - Train Accuracy: 0.984, Validation Accuracy: 0.962, Loss: 0.003 Epoch 79 Batch 41/269 - Train Accuracy: 0.980, Validation Accuracy: 0.960, Loss: 0.003 Epoch 79 Batch 42/269 - Train Accuracy: 0.984, Validation Accuracy: 0.959, Loss: 0.002 Epoch 79 Batch 43/269 - Train Accuracy: 0.986, Validation Accuracy: 0.960, Loss: 0.003 Epoch 79 Batch 44/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.004 Epoch 79 Batch 45/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.003 Epoch 79 Batch 46/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.002 Epoch 79 Batch 47/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 79 Batch 48/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 79 Batch 49/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 79 Batch 50/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 51/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 52/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 79 Batch 53/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 79 Batch 54/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 55/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 79 Batch 56/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 79 Batch 57/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.003 Epoch 79 Batch 58/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 79 Batch 59/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 79 Batch 60/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.004 Epoch 79 Batch 61/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 79 Batch 62/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 79 Batch 63/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 79 Batch 64/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 79 Batch 65/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.003 Epoch 79 Batch 66/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 79 Batch 67/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 79 Batch 68/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.002 Epoch 79 Batch 69/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.003 Epoch 79 Batch 70/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.003 Epoch 79 Batch 71/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 79 Batch 72/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 79 Batch 73/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.003 Epoch 79 Batch 74/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 79 Batch 75/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 79 Batch 76/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 79 Batch 77/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.003 Epoch 79 Batch 78/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 79 Batch 79/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 79 Batch 80/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.003 Epoch 79 Batch 81/269 - Train Accuracy: 0.984, Validation Accuracy: 0.961, Loss: 0.002 Epoch 79 Batch 82/269 - Train Accuracy: 0.987, Validation Accuracy: 0.959, Loss: 0.002 Epoch 79 Batch 83/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.003 Epoch 79 Batch 84/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 79 Batch 85/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 79 Batch 86/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 87/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 79 Batch 88/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 79 Batch 89/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.003 Epoch 79 Batch 90/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 79 Batch 91/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 79 Batch 92/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.002 Epoch 79 Batch 93/269 - Train Accuracy: 0.981, Validation Accuracy: 0.960, Loss: 0.002 Epoch 79 Batch 94/269 - Train Accuracy: 0.983, Validation Accuracy: 0.961, Loss: 0.003 Epoch 79 Batch 95/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.003 Epoch 79 Batch 96/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 79 Batch 97/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 79 Batch 98/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.004 Epoch 79 Batch 99/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 79 Batch 100/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 79 Batch 101/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.004 Epoch 79 Batch 102/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 79 Batch 103/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 79 Batch 104/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 79 Batch 105/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 106/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 79 Batch 107/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.003 Epoch 79 Batch 108/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 79 Batch 109/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 79 Batch 110/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 79 Batch 111/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 79 Batch 112/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 79 Batch 113/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 79 Batch 114/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 79 Batch 115/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 79 Batch 116/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 79 Batch 117/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 79 Batch 118/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 79 Batch 119/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 79 Batch 120/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.004 Epoch 79 Batch 121/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 79 Batch 122/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 79 Batch 123/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 79 Batch 124/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.004 Epoch 79 Batch 125/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 126/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 79 Batch 127/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.004 Epoch 79 Batch 128/269 - Train Accuracy: 0.984, Validation Accuracy: 0.961, Loss: 0.003 Epoch 79 Batch 129/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.003 Epoch 79 Batch 130/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 79 Batch 131/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 79 Batch 132/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 79 Batch 133/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.002 Epoch 79 Batch 134/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 79 Batch 135/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 79 Batch 136/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.003 Epoch 79 Batch 137/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 79 Batch 138/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 79 Batch 139/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 79 Batch 140/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 79 Batch 141/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 79 Batch 142/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.004 Epoch 79 Batch 143/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 79 Batch 144/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 145/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 146/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 79 Batch 147/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 79 Batch 148/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 79 Batch 149/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.003 Epoch 79 Batch 150/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 79 Batch 151/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 79 Batch 152/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 79 Batch 153/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 154/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 79 Batch 155/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 79 Batch 156/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 79 Batch 157/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 79 Batch 158/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.004 Epoch 79 Batch 159/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.002 Epoch 79 Batch 160/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 79 Batch 161/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 79 Batch 162/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 79 Batch 163/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.002 Epoch 79 Batch 164/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 79 Batch 165/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 79 Batch 166/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 79 Batch 167/269 - Train Accuracy: 0.987, Validation Accuracy: 0.975, Loss: 0.003 Epoch 79 Batch 168/269 - Train Accuracy: 0.983, Validation Accuracy: 0.977, Loss: 0.003 Epoch 79 Batch 169/269 - Train Accuracy: 0.977, Validation Accuracy: 0.975, Loss: 0.003 Epoch 79 Batch 170/269 - Train Accuracy: 0.987, Validation Accuracy: 0.974, Loss: 0.002 Epoch 79 Batch 171/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.003 Epoch 79 Batch 172/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 79 Batch 173/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 174/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 175/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 79 Batch 176/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 79 Batch 177/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 79 Batch 178/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 79 Batch 179/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 79 Batch 180/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 181/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 79 Batch 182/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 183/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 79 Batch 184/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 79 Batch 185/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 79 Batch 186/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 79 Batch 187/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 79 Batch 188/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 79 Batch 189/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 79 Batch 190/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 79 Batch 191/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 79 Batch 192/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 193/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 194/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 195/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 196/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 79 Batch 197/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 79 Batch 198/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 199/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 200/269 - Train Accuracy: 0.989, Validation Accuracy: 0.970, Loss: 0.002 Epoch 79 Batch 201/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 79 Batch 202/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 79 Batch 203/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 79 Batch 204/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 79 Batch 205/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.001 Epoch 79 Batch 206/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 79 Batch 207/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 79 Batch 208/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 209/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 79 Batch 210/269 - Train Accuracy: 0.988, Validation Accuracy: 0.970, Loss: 0.002 Epoch 79 Batch 211/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 79 Batch 212/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 79 Batch 213/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 79 Batch 214/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 79 Batch 215/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 216/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 217/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 218/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 79 Batch 219/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 79 Batch 220/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.003 Epoch 79 Batch 221/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 79 Batch 222/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 79 Batch 223/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 79 Batch 224/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 79 Batch 225/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 79 Batch 226/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.003 Epoch 79 Batch 227/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.003 Epoch 79 Batch 228/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 79 Batch 229/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 79 Batch 230/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 79 Batch 231/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.002 Epoch 79 Batch 232/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 79 Batch 233/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 234/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 235/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 79 Batch 236/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 79 Batch 237/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 79 Batch 238/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.002 Epoch 79 Batch 239/269 - Train Accuracy: 0.983, Validation Accuracy: 0.974, Loss: 0.002 Epoch 79 Batch 240/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.003 Epoch 79 Batch 241/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.003 Epoch 79 Batch 242/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 79 Batch 243/269 - Train Accuracy: 0.988, Validation Accuracy: 0.973, Loss: 0.002 Epoch 79 Batch 244/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 79 Batch 245/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 79 Batch 246/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 79 Batch 247/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 79 Batch 248/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 79 Batch 249/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 79 Batch 250/269 - Train Accuracy: 0.988, Validation Accuracy: 0.966, Loss: 0.002 Epoch 79 Batch 251/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 79 Batch 252/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.003 Epoch 79 Batch 253/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 254/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 79 Batch 255/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.003 Epoch 79 Batch 256/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.001 Epoch 79 Batch 257/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 79 Batch 258/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 79 Batch 259/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.004 Epoch 79 Batch 260/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 79 Batch 261/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 262/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.003 Epoch 79 Batch 263/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 79 Batch 264/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 79 Batch 265/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 79 Batch 266/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 79 Batch 267/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 80 Batch 0/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 80 Batch 1/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.004 Epoch 80 Batch 2/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 80 Batch 3/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 80 Batch 4/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 80 Batch 5/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 80 Batch 6/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.001 Epoch 80 Batch 7/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 80 Batch 8/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.003 Epoch 80 Batch 9/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 80 Batch 10/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 80 Batch 11/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.004 Epoch 80 Batch 12/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 80 Batch 13/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 80 Batch 14/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 80 Batch 15/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 80 Batch 16/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.004 Epoch 80 Batch 17/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 80 Batch 18/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 80 Batch 19/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 80 Batch 20/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 80 Batch 21/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 80 Batch 22/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 80 Batch 23/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 80 Batch 24/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 80 Batch 25/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 80 Batch 26/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 80 Batch 27/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 80 Batch 28/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.003 Epoch 80 Batch 29/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 80 Batch 30/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 80 Batch 31/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 80 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.002 Epoch 80 Batch 33/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 80 Batch 34/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.003 Epoch 80 Batch 35/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.006 Epoch 80 Batch 36/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 80 Batch 37/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 80 Batch 38/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.003 Epoch 80 Batch 39/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.002 Epoch 80 Batch 40/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.002 Epoch 80 Batch 41/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.002 Epoch 80 Batch 42/269 - Train Accuracy: 0.982, Validation Accuracy: 0.959, Loss: 0.003 Epoch 80 Batch 43/269 - Train Accuracy: 0.986, Validation Accuracy: 0.962, Loss: 0.002 Epoch 80 Batch 44/269 - Train Accuracy: 0.985, Validation Accuracy: 0.961, Loss: 0.004 Epoch 80 Batch 45/269 - Train Accuracy: 0.983, Validation Accuracy: 0.960, Loss: 0.003 Epoch 80 Batch 46/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 80 Batch 47/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 80 Batch 48/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.002 Epoch 80 Batch 49/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 80 Batch 50/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.003 Epoch 80 Batch 51/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 80 Batch 52/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.003 Epoch 80 Batch 53/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 80 Batch 54/269 - Train Accuracy: 0.987, Validation Accuracy: 0.962, Loss: 0.003 Epoch 80 Batch 55/269 - Train Accuracy: 0.984, Validation Accuracy: 0.960, Loss: 0.002 Epoch 80 Batch 56/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.004 Epoch 80 Batch 57/269 - Train Accuracy: 0.986, Validation Accuracy: 0.961, Loss: 0.003 Epoch 80 Batch 58/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 80 Batch 59/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 80 Batch 60/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.004 Epoch 80 Batch 61/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 80 Batch 62/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.004 Epoch 80 Batch 63/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.004 Epoch 80 Batch 64/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.003 Epoch 80 Batch 65/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.004 Epoch 80 Batch 66/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.004 Epoch 80 Batch 67/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.004 Epoch 80 Batch 68/269 - Train Accuracy: 0.977, Validation Accuracy: 0.958, Loss: 0.004 Epoch 80 Batch 69/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.004 Epoch 80 Batch 70/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 80 Batch 71/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.004 Epoch 80 Batch 72/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.002 Epoch 80 Batch 73/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.004 Epoch 80 Batch 74/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 80 Batch 75/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.004 Epoch 80 Batch 76/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 80 Batch 77/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.003 Epoch 80 Batch 78/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 80 Batch 79/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.002 Epoch 80 Batch 80/269 - Train Accuracy: 0.986, Validation Accuracy: 0.958, Loss: 0.002 Epoch 80 Batch 81/269 - Train Accuracy: 0.982, Validation Accuracy: 0.957, Loss: 0.003 Epoch 80 Batch 82/269 - Train Accuracy: 0.987, Validation Accuracy: 0.956, Loss: 0.002 Epoch 80 Batch 83/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.004 Epoch 80 Batch 84/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 80 Batch 85/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 80 Batch 86/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 80 Batch 87/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 80 Batch 88/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.002 Epoch 80 Batch 89/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 80 Batch 90/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.002 Epoch 80 Batch 91/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 80 Batch 92/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.003 Epoch 80 Batch 93/269 - Train Accuracy: 0.980, Validation Accuracy: 0.957, Loss: 0.002 Epoch 80 Batch 94/269 - Train Accuracy: 0.985, Validation Accuracy: 0.961, Loss: 0.005 Epoch 80 Batch 95/269 - Train Accuracy: 0.983, Validation Accuracy: 0.961, Loss: 0.003 Epoch 80 Batch 96/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.003 Epoch 80 Batch 97/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 80 Batch 98/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 80 Batch 99/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 80 Batch 100/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.003 Epoch 80 Batch 101/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.005 Epoch 80 Batch 102/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.004 Epoch 80 Batch 103/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 80 Batch 104/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 80 Batch 105/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.003 Epoch 80 Batch 106/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.004 Epoch 80 Batch 107/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.004 Epoch 80 Batch 108/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 80 Batch 109/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 80 Batch 110/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 80 Batch 111/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 80 Batch 112/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.003 Epoch 80 Batch 113/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.004 Epoch 80 Batch 114/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 80 Batch 115/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.003 Epoch 80 Batch 116/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.001 Epoch 80 Batch 117/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.003 Epoch 80 Batch 118/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.003 Epoch 80 Batch 119/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.003 Epoch 80 Batch 120/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.004 Epoch 80 Batch 121/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 80 Batch 122/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 80 Batch 123/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 80 Batch 124/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 80 Batch 125/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 80 Batch 126/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 80 Batch 127/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 80 Batch 128/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 80 Batch 129/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.002 Epoch 80 Batch 130/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.003 Epoch 80 Batch 131/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 80 Batch 132/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 80 Batch 133/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.002 Epoch 80 Batch 134/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 80 Batch 135/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 80 Batch 136/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 80 Batch 137/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 80 Batch 138/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 80 Batch 139/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 80 Batch 140/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 80 Batch 141/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 80 Batch 142/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 80 Batch 143/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 80 Batch 144/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 80 Batch 145/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 80 Batch 146/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 80 Batch 147/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 80 Batch 148/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 80 Batch 149/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 80 Batch 150/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 80 Batch 151/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 80 Batch 152/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 80 Batch 153/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.002 Epoch 80 Batch 154/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.002 Epoch 80 Batch 155/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 80 Batch 156/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 80 Batch 157/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 80 Batch 158/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 80 Batch 159/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.002 Epoch 80 Batch 160/269 - Train Accuracy: 0.986, Validation Accuracy: 0.974, Loss: 0.002 Epoch 80 Batch 161/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.002 Epoch 80 Batch 162/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.003 Epoch 80 Batch 163/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.003 Epoch 80 Batch 164/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.003 Epoch 80 Batch 165/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 80 Batch 166/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 80 Batch 167/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.002 Epoch 80 Batch 168/269 - Train Accuracy: 0.984, Validation Accuracy: 0.974, Loss: 0.002 Epoch 80 Batch 169/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.002 Epoch 80 Batch 170/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 80 Batch 171/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 80 Batch 172/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.003 Epoch 80 Batch 173/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 80 Batch 174/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.002 Epoch 80 Batch 175/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.004 Epoch 80 Batch 176/269 - Train Accuracy: 0.980, Validation Accuracy: 0.960, Loss: 0.003 Epoch 80 Batch 177/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.004 Epoch 80 Batch 178/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.003 Epoch 80 Batch 179/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 80 Batch 180/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 80 Batch 181/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 80 Batch 182/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 80 Batch 183/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 80 Batch 184/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 80 Batch 185/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 80 Batch 186/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 80 Batch 187/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 80 Batch 188/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 80 Batch 189/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.003 Epoch 80 Batch 190/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 80 Batch 191/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 80 Batch 192/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 80 Batch 193/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 80 Batch 194/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 80 Batch 195/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 80 Batch 196/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 80 Batch 197/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 80 Batch 198/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.002 Epoch 80 Batch 199/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 80 Batch 200/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 80 Batch 201/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 80 Batch 202/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.003 Epoch 80 Batch 203/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 80 Batch 204/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 80 Batch 205/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 80 Batch 206/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 80 Batch 207/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 80 Batch 208/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 80 Batch 209/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 80 Batch 210/269 - Train Accuracy: 0.988, Validation Accuracy: 0.969, Loss: 0.002 Epoch 80 Batch 211/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 80 Batch 212/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.004 Epoch 80 Batch 213/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 80 Batch 214/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 80 Batch 215/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 80 Batch 216/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 80 Batch 217/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.002 Epoch 80 Batch 218/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 80 Batch 219/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 80 Batch 220/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 80 Batch 221/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 80 Batch 222/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 80 Batch 223/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 80 Batch 224/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 80 Batch 225/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 80 Batch 226/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 80 Batch 227/269 - Train Accuracy: 0.988, Validation Accuracy: 0.969, Loss: 0.003 Epoch 80 Batch 228/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 80 Batch 229/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 80 Batch 230/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 80 Batch 231/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 80 Batch 232/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 80 Batch 233/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 80 Batch 234/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 80 Batch 235/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.001 Epoch 80 Batch 236/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 80 Batch 237/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 80 Batch 238/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 80 Batch 239/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 80 Batch 240/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 80 Batch 241/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 80 Batch 242/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 80 Batch 243/269 - Train Accuracy: 0.988, Validation Accuracy: 0.967, Loss: 0.002 Epoch 80 Batch 244/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 80 Batch 245/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 80 Batch 246/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 80 Batch 247/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 80 Batch 248/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 80 Batch 249/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 80 Batch 250/269 - Train Accuracy: 0.988, Validation Accuracy: 0.972, Loss: 0.002 Epoch 80 Batch 251/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 80 Batch 252/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.002 Epoch 80 Batch 253/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 80 Batch 254/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 80 Batch 255/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 80 Batch 256/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 80 Batch 257/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.003 Epoch 80 Batch 258/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 80 Batch 259/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 80 Batch 260/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 80 Batch 261/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 80 Batch 262/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.003 Epoch 80 Batch 263/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 80 Batch 264/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 80 Batch 265/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 80 Batch 266/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 80 Batch 267/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 81 Batch 0/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 81 Batch 1/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.003 Epoch 81 Batch 2/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.003 Epoch 81 Batch 3/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 81 Batch 4/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 81 Batch 5/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 81 Batch 6/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 81 Batch 7/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 81 Batch 8/269 - Train Accuracy: 0.986, Validation Accuracy: 0.974, Loss: 0.002 Epoch 81 Batch 9/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 81 Batch 10/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 81 Batch 11/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 81 Batch 12/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 81 Batch 13/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.002 Epoch 81 Batch 14/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.003 Epoch 81 Batch 15/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.001 Epoch 81 Batch 16/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.003 Epoch 81 Batch 17/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 81 Batch 18/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 81 Batch 19/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 81 Batch 20/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.003 Epoch 81 Batch 21/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 81 Batch 22/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 81 Batch 23/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 81 Batch 24/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 81 Batch 25/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 81 Batch 26/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 81 Batch 27/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 81 Batch 28/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.002 Epoch 81 Batch 29/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 81 Batch 30/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 81 Batch 31/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 81 Batch 32/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.002 Epoch 81 Batch 33/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 81 Batch 34/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 81 Batch 35/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.005 Epoch 81 Batch 36/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.003 Epoch 81 Batch 37/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 81 Batch 38/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 81 Batch 39/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 81 Batch 40/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 81 Batch 41/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 81 Batch 42/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.001 Epoch 81 Batch 43/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 81 Batch 44/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.003 Epoch 81 Batch 45/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 81 Batch 46/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 81 Batch 47/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 81 Batch 48/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.002 Epoch 81 Batch 49/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 81 Batch 50/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 81 Batch 51/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 81 Batch 52/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 81 Batch 53/269 - Train Accuracy: 0.986, Validation Accuracy: 0.974, Loss: 0.002 Epoch 81 Batch 54/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.002 Epoch 81 Batch 55/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 81 Batch 56/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 81 Batch 57/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.003 Epoch 81 Batch 58/269 - Train Accuracy: 0.984, Validation Accuracy: 0.961, Loss: 0.003 Epoch 81 Batch 59/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 81 Batch 60/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.004 Epoch 81 Batch 61/269 - Train Accuracy: 0.982, Validation Accuracy: 0.975, Loss: 0.004 Epoch 81 Batch 62/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.003 Epoch 81 Batch 63/269 - Train Accuracy: 0.980, Validation Accuracy: 0.973, Loss: 0.002 Epoch 81 Batch 64/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.003 Epoch 81 Batch 65/269 - Train Accuracy: 0.984, Validation Accuracy: 0.974, Loss: 0.004 Epoch 81 Batch 66/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.003 Epoch 81 Batch 67/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 81 Batch 68/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 81 Batch 69/269 - Train Accuracy: 0.984, Validation Accuracy: 0.960, Loss: 0.003 Epoch 81 Batch 70/269 - Train Accuracy: 0.982, Validation Accuracy: 0.954, Loss: 0.004 Epoch 81 Batch 71/269 - Train Accuracy: 0.982, Validation Accuracy: 0.961, Loss: 0.004 Epoch 81 Batch 72/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 81 Batch 73/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 81 Batch 74/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 81 Batch 75/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.004 Epoch 81 Batch 76/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 81 Batch 77/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 81 Batch 78/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 81 Batch 79/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.002 Epoch 81 Batch 80/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.003 Epoch 81 Batch 81/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.003 Epoch 81 Batch 82/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.002 Epoch 81 Batch 83/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 81 Batch 84/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 81 Batch 85/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 81 Batch 86/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 81 Batch 87/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 81 Batch 88/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 81 Batch 89/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 81 Batch 90/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.003 Epoch 81 Batch 91/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 81 Batch 92/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.002 Epoch 81 Batch 93/269 - Train Accuracy: 0.980, Validation Accuracy: 0.960, Loss: 0.002 Epoch 81 Batch 94/269 - Train Accuracy: 0.984, Validation Accuracy: 0.960, Loss: 0.002 Epoch 81 Batch 95/269 - Train Accuracy: 0.984, Validation Accuracy: 0.960, Loss: 0.002 Epoch 81 Batch 96/269 - Train Accuracy: 0.981, Validation Accuracy: 0.961, Loss: 0.002 Epoch 81 Batch 97/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.002 Epoch 81 Batch 98/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 81 Batch 99/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.001 Epoch 81 Batch 100/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.002 Epoch 81 Batch 101/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.004 Epoch 81 Batch 102/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 81 Batch 103/269 - Train Accuracy: 0.983, Validation Accuracy: 0.975, Loss: 0.003 Epoch 81 Batch 104/269 - Train Accuracy: 0.984, Validation Accuracy: 0.975, Loss: 0.002 Epoch 81 Batch 105/269 - Train Accuracy: 0.986, Validation Accuracy: 0.976, Loss: 0.002 Epoch 81 Batch 106/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.003 Epoch 81 Batch 107/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.002 Epoch 81 Batch 108/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 81 Batch 109/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 81 Batch 110/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.002 Epoch 81 Batch 111/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.002 Epoch 81 Batch 112/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 81 Batch 113/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.004 Epoch 81 Batch 114/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 81 Batch 115/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 81 Batch 116/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.002 Epoch 81 Batch 117/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 81 Batch 118/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.003 Epoch 81 Batch 119/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 81 Batch 120/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 81 Batch 121/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 81 Batch 122/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 81 Batch 123/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.003 Epoch 81 Batch 124/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 81 Batch 125/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 81 Batch 126/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.002 Epoch 81 Batch 127/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 81 Batch 128/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 81 Batch 129/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 81 Batch 130/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.004 Epoch 81 Batch 131/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 81 Batch 132/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 81 Batch 133/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 81 Batch 134/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 81 Batch 135/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 81 Batch 136/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.003 Epoch 81 Batch 137/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.004 Epoch 81 Batch 138/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.003 Epoch 81 Batch 139/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.005 Epoch 81 Batch 140/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 81 Batch 141/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 81 Batch 142/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.003 Epoch 81 Batch 143/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.004 Epoch 81 Batch 144/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 81 Batch 145/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 81 Batch 146/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.004 Epoch 81 Batch 147/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.003 Epoch 81 Batch 148/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 81 Batch 149/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.003 Epoch 81 Batch 150/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.004 Epoch 81 Batch 151/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 81 Batch 152/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 81 Batch 153/269 - Train Accuracy: 0.987, Validation Accuracy: 0.964, Loss: 0.002 Epoch 81 Batch 154/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.003 Epoch 81 Batch 155/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 81 Batch 156/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 81 Batch 157/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 81 Batch 158/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 81 Batch 159/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 81 Batch 160/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 81 Batch 161/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 81 Batch 162/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 81 Batch 163/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.002 Epoch 81 Batch 164/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 81 Batch 165/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 81 Batch 166/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 81 Batch 167/269 - Train Accuracy: 0.988, Validation Accuracy: 0.970, Loss: 0.002 Epoch 81 Batch 168/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 81 Batch 169/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 81 Batch 170/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.002 Epoch 81 Batch 171/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 81 Batch 172/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.002 Epoch 81 Batch 173/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.002 Epoch 81 Batch 174/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 81 Batch 175/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 81 Batch 176/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 81 Batch 177/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 81 Batch 178/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.003 Epoch 81 Batch 179/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.002 Epoch 81 Batch 180/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 81 Batch 181/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 81 Batch 182/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 81 Batch 183/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 81 Batch 184/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.003 Epoch 81 Batch 185/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.003 Epoch 81 Batch 186/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 81 Batch 187/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 81 Batch 188/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 81 Batch 189/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.003 Epoch 81 Batch 190/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 81 Batch 191/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 81 Batch 192/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.002 Epoch 81 Batch 193/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.002 Epoch 81 Batch 194/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 81 Batch 195/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 81 Batch 196/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 81 Batch 197/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 81 Batch 198/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 81 Batch 199/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 81 Batch 200/269 - Train Accuracy: 0.988, Validation Accuracy: 0.967, Loss: 0.002 Epoch 81 Batch 201/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 81 Batch 202/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 81 Batch 203/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 81 Batch 204/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 81 Batch 205/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 81 Batch 206/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 81 Batch 207/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 81 Batch 208/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 81 Batch 209/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 81 Batch 210/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.002 Epoch 81 Batch 211/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 81 Batch 212/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 81 Batch 213/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 81 Batch 214/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 81 Batch 215/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.003 Epoch 81 Batch 216/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 81 Batch 217/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 81 Batch 218/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.001 Epoch 81 Batch 219/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 81 Batch 220/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 81 Batch 221/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 81 Batch 222/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 81 Batch 223/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 81 Batch 224/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 81 Batch 225/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 81 Batch 226/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 81 Batch 227/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 81 Batch 228/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 81 Batch 229/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 81 Batch 230/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 81 Batch 231/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 81 Batch 232/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 81 Batch 233/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.001 Epoch 81 Batch 234/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 81 Batch 235/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 81 Batch 236/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 81 Batch 237/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 81 Batch 238/269 - Train Accuracy: 0.984, Validation Accuracy: 0.974, Loss: 0.002 Epoch 81 Batch 239/269 - Train Accuracy: 0.981, Validation Accuracy: 0.976, Loss: 0.002 Epoch 81 Batch 240/269 - Train Accuracy: 0.981, Validation Accuracy: 0.975, Loss: 0.003 Epoch 81 Batch 241/269 - Train Accuracy: 0.982, Validation Accuracy: 0.974, Loss: 0.002 Epoch 81 Batch 242/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.002 Epoch 81 Batch 243/269 - Train Accuracy: 0.988, Validation Accuracy: 0.972, Loss: 0.002 Epoch 81 Batch 244/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.003 Epoch 81 Batch 245/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.002 Epoch 81 Batch 246/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.003 Epoch 81 Batch 247/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.002 Epoch 81 Batch 248/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 81 Batch 249/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 81 Batch 250/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 81 Batch 251/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 81 Batch 252/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 81 Batch 253/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 81 Batch 254/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 81 Batch 255/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 81 Batch 256/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 81 Batch 257/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 81 Batch 258/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.003 Epoch 81 Batch 259/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.004 Epoch 81 Batch 260/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 81 Batch 261/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 81 Batch 262/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 81 Batch 263/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 81 Batch 264/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.003 Epoch 81 Batch 265/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.002 Epoch 81 Batch 266/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 81 Batch 267/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 82 Batch 0/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 82 Batch 1/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 82 Batch 2/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 82 Batch 3/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.002 Epoch 82 Batch 4/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 82 Batch 5/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 82 Batch 6/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 82 Batch 7/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.004 Epoch 82 Batch 8/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.003 Epoch 82 Batch 9/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 82 Batch 10/269 - Train Accuracy: 0.988, Validation Accuracy: 0.970, Loss: 0.002 Epoch 82 Batch 11/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 82 Batch 12/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 82 Batch 13/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 82 Batch 14/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 82 Batch 15/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.002 Epoch 82 Batch 16/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 82 Batch 17/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 82 Batch 18/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 82 Batch 19/269 - Train Accuracy: 0.988, Validation Accuracy: 0.970, Loss: 0.002 Epoch 82 Batch 20/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.003 Epoch 82 Batch 21/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.002 Epoch 82 Batch 22/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 82 Batch 23/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 82 Batch 24/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.005 Epoch 82 Batch 25/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 82 Batch 26/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 82 Batch 27/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 82 Batch 28/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.003 Epoch 82 Batch 29/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 82 Batch 30/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.004 Epoch 82 Batch 31/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 82 Batch 32/269 - Train Accuracy: 0.980, Validation Accuracy: 0.974, Loss: 0.001 Epoch 82 Batch 33/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.003 Epoch 82 Batch 34/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.002 Epoch 82 Batch 35/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.005 Epoch 82 Batch 36/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 82 Batch 37/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 82 Batch 38/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 82 Batch 39/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 82 Batch 40/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.003 Epoch 82 Batch 41/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.002 Epoch 82 Batch 42/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.003 Epoch 82 Batch 43/269 - Train Accuracy: 0.984, Validation Accuracy: 0.962, Loss: 0.003 Epoch 82 Batch 44/269 - Train Accuracy: 0.983, Validation Accuracy: 0.961, Loss: 0.004 Epoch 82 Batch 45/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.003 Epoch 82 Batch 46/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 82 Batch 47/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 82 Batch 48/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 82 Batch 49/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.003 Epoch 82 Batch 50/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.004 Epoch 82 Batch 51/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 82 Batch 52/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 82 Batch 53/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 82 Batch 54/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 82 Batch 55/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 82 Batch 56/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.002 Epoch 82 Batch 57/269 - Train Accuracy: 0.987, Validation Accuracy: 0.964, Loss: 0.002 Epoch 82 Batch 58/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 82 Batch 59/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 82 Batch 60/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.003 Epoch 82 Batch 61/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 82 Batch 62/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.004 Epoch 82 Batch 63/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 82 Batch 64/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 82 Batch 65/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 82 Batch 66/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.004 Epoch 82 Batch 67/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 82 Batch 68/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 82 Batch 69/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.004 Epoch 82 Batch 70/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.003 Epoch 82 Batch 71/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.003 Epoch 82 Batch 72/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 82 Batch 73/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 82 Batch 74/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.003 Epoch 82 Batch 75/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.004 Epoch 82 Batch 76/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 82 Batch 77/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.003 Epoch 82 Batch 78/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 82 Batch 79/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.004 Epoch 82 Batch 80/269 - Train Accuracy: 0.987, Validation Accuracy: 0.960, Loss: 0.003 Epoch 82 Batch 81/269 - Train Accuracy: 0.983, Validation Accuracy: 0.959, Loss: 0.003 Epoch 82 Batch 82/269 - Train Accuracy: 0.987, Validation Accuracy: 0.959, Loss: 0.002 Epoch 82 Batch 83/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.004 Epoch 82 Batch 84/269 - Train Accuracy: 0.985, Validation Accuracy: 0.961, Loss: 0.003 Epoch 82 Batch 85/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 82 Batch 86/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.002 Epoch 82 Batch 87/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.004 Epoch 82 Batch 88/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.004 Epoch 82 Batch 89/269 - Train Accuracy: 0.987, Validation Accuracy: 0.960, Loss: 0.002 Epoch 82 Batch 90/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 82 Batch 91/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 82 Batch 92/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.003 Epoch 82 Batch 93/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.003 Epoch 82 Batch 94/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.004 Epoch 82 Batch 95/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.003 Epoch 82 Batch 96/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 82 Batch 97/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.003 Epoch 82 Batch 98/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.004 Epoch 82 Batch 99/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 82 Batch 100/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.004 Epoch 82 Batch 101/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.005 Epoch 82 Batch 102/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 82 Batch 103/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 82 Batch 104/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.004 Epoch 82 Batch 105/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 82 Batch 106/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.004 Epoch 82 Batch 107/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.004 Epoch 82 Batch 108/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 82 Batch 109/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 82 Batch 110/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 82 Batch 111/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 82 Batch 112/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 82 Batch 113/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.004 Epoch 82 Batch 114/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.005 Epoch 82 Batch 115/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.004 Epoch 82 Batch 116/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.003 Epoch 82 Batch 117/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 82 Batch 118/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 82 Batch 119/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.005 Epoch 82 Batch 120/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 82 Batch 121/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 82 Batch 122/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 82 Batch 123/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.004 Epoch 82 Batch 124/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.003 Epoch 82 Batch 125/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 82 Batch 126/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 82 Batch 127/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 82 Batch 128/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.003 Epoch 82 Batch 129/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.004 Epoch 82 Batch 130/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.003 Epoch 82 Batch 131/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.004 Epoch 82 Batch 132/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.004 Epoch 82 Batch 133/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 82 Batch 134/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 82 Batch 135/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 82 Batch 136/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 82 Batch 137/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 82 Batch 138/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 82 Batch 139/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 82 Batch 140/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 82 Batch 141/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.003 Epoch 82 Batch 142/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.003 Epoch 82 Batch 143/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 82 Batch 144/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 82 Batch 145/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 82 Batch 146/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 82 Batch 147/269 - Train Accuracy: 0.986, Validation Accuracy: 0.974, Loss: 0.003 Epoch 82 Batch 148/269 - Train Accuracy: 0.982, Validation Accuracy: 0.974, Loss: 0.002 Epoch 82 Batch 149/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.003 Epoch 82 Batch 150/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.003 Epoch 82 Batch 151/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 82 Batch 152/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 82 Batch 153/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 82 Batch 154/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 82 Batch 155/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 82 Batch 156/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 82 Batch 157/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 82 Batch 158/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 82 Batch 159/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 82 Batch 160/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 82 Batch 161/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 82 Batch 162/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.004 Epoch 82 Batch 163/269 - Train Accuracy: 0.987, Validation Accuracy: 0.974, Loss: 0.003 Epoch 82 Batch 164/269 - Train Accuracy: 0.984, Validation Accuracy: 0.974, Loss: 0.002 Epoch 82 Batch 165/269 - Train Accuracy: 0.985, Validation Accuracy: 0.974, Loss: 0.002 Epoch 82 Batch 166/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.003 Epoch 82 Batch 167/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.002 Epoch 82 Batch 168/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.003 Epoch 82 Batch 169/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.002 Epoch 82 Batch 170/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.002 Epoch 82 Batch 171/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 82 Batch 172/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.003 Epoch 82 Batch 173/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 82 Batch 174/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.003 Epoch 82 Batch 175/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.004 Epoch 82 Batch 176/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.003 Epoch 82 Batch 177/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.002 Epoch 82 Batch 178/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.002 Epoch 82 Batch 179/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.002 Epoch 82 Batch 180/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 82 Batch 181/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 82 Batch 182/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 82 Batch 183/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 82 Batch 184/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.002 Epoch 82 Batch 185/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 82 Batch 186/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 82 Batch 187/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 82 Batch 188/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.002 Epoch 82 Batch 189/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 82 Batch 190/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 82 Batch 191/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 82 Batch 192/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 82 Batch 193/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 82 Batch 194/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 82 Batch 195/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 82 Batch 196/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 82 Batch 197/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.003 Epoch 82 Batch 198/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 82 Batch 199/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 82 Batch 200/269 - Train Accuracy: 0.989, Validation Accuracy: 0.968, Loss: 0.002 Epoch 82 Batch 201/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 82 Batch 202/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 82 Batch 203/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 82 Batch 204/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 82 Batch 205/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 82 Batch 206/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 82 Batch 207/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 82 Batch 208/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 82 Batch 209/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 82 Batch 210/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 82 Batch 211/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 82 Batch 212/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 82 Batch 213/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 82 Batch 214/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 82 Batch 215/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 82 Batch 216/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 82 Batch 217/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 82 Batch 218/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 82 Batch 219/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 82 Batch 220/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 82 Batch 221/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 82 Batch 222/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 82 Batch 223/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 82 Batch 224/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 82 Batch 225/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 82 Batch 226/269 - Train Accuracy: 0.985, Validation Accuracy: 0.962, Loss: 0.002 Epoch 82 Batch 227/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.003 Epoch 82 Batch 228/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 82 Batch 229/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.002 Epoch 82 Batch 230/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 82 Batch 231/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.004 Epoch 82 Batch 232/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 82 Batch 233/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 82 Batch 234/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 82 Batch 235/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.001 Epoch 82 Batch 236/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.004 Epoch 82 Batch 237/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 82 Batch 238/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 82 Batch 239/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 82 Batch 240/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 82 Batch 241/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.002 Epoch 82 Batch 242/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 82 Batch 243/269 - Train Accuracy: 0.988, Validation Accuracy: 0.971, Loss: 0.002 Epoch 82 Batch 244/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 82 Batch 245/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 82 Batch 246/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 82 Batch 247/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 82 Batch 248/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 82 Batch 249/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 82 Batch 250/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 82 Batch 251/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 82 Batch 252/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.002 Epoch 82 Batch 253/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.002 Epoch 82 Batch 254/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.003 Epoch 82 Batch 255/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 82 Batch 256/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 82 Batch 257/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 82 Batch 258/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.002 Epoch 82 Batch 259/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.003 Epoch 82 Batch 260/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 82 Batch 261/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 82 Batch 262/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.004 Epoch 82 Batch 263/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 82 Batch 264/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 82 Batch 265/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 82 Batch 266/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 82 Batch 267/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.002 Epoch 83 Batch 0/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 83 Batch 1/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 83 Batch 2/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 83 Batch 3/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 83 Batch 4/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 83 Batch 5/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.003 Epoch 83 Batch 6/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.002 Epoch 83 Batch 7/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 83 Batch 8/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 9/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 83 Batch 10/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 83 Batch 11/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.004 Epoch 83 Batch 12/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 83 Batch 13/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 83 Batch 14/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 83 Batch 15/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 83 Batch 16/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 83 Batch 17/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 83 Batch 18/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 83 Batch 19/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 83 Batch 20/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 83 Batch 21/269 - Train Accuracy: 0.987, Validation Accuracy: 0.973, Loss: 0.003 Epoch 83 Batch 22/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 83 Batch 23/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 83 Batch 24/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 25/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 26/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 27/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 28/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 29/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 83 Batch 30/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 83 Batch 31/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 32/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.002 Epoch 83 Batch 33/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 83 Batch 34/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 35/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.004 Epoch 83 Batch 36/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 37/269 - Train Accuracy: 0.988, Validation Accuracy: 0.966, Loss: 0.001 Epoch 83 Batch 38/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 83 Batch 39/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 83 Batch 40/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 83 Batch 41/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 83 Batch 42/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 83 Batch 43/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 83 Batch 44/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 83 Batch 45/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 46/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 47/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 83 Batch 48/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 83 Batch 49/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 83 Batch 50/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 83 Batch 51/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 83 Batch 52/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 83 Batch 53/269 - Train Accuracy: 0.986, Validation Accuracy: 0.973, Loss: 0.001 Epoch 83 Batch 54/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.004 Epoch 83 Batch 55/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 83 Batch 56/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.002 Epoch 83 Batch 57/269 - Train Accuracy: 0.984, Validation Accuracy: 0.961, Loss: 0.003 Epoch 83 Batch 58/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.002 Epoch 83 Batch 59/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 60/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.004 Epoch 83 Batch 61/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 83 Batch 62/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.004 Epoch 83 Batch 63/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.003 Epoch 83 Batch 64/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 83 Batch 65/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 83 Batch 66/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 83 Batch 67/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 83 Batch 68/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 83 Batch 69/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 83 Batch 70/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 83 Batch 71/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.004 Epoch 83 Batch 72/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 83 Batch 73/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 83 Batch 74/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 75/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 83 Batch 76/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 83 Batch 77/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.003 Epoch 83 Batch 78/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 83 Batch 79/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.004 Epoch 83 Batch 80/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 81/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 83 Batch 82/269 - Train Accuracy: 0.988, Validation Accuracy: 0.963, Loss: 0.001 Epoch 83 Batch 83/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.003 Epoch 83 Batch 84/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 83 Batch 85/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 83 Batch 86/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 83 Batch 87/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 83 Batch 88/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 83 Batch 89/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 83 Batch 90/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.004 Epoch 83 Batch 91/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.003 Epoch 83 Batch 92/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.002 Epoch 83 Batch 93/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.003 Epoch 83 Batch 94/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.003 Epoch 83 Batch 95/269 - Train Accuracy: 0.987, Validation Accuracy: 0.963, Loss: 0.002 Epoch 83 Batch 96/269 - Train Accuracy: 0.984, Validation Accuracy: 0.961, Loss: 0.003 Epoch 83 Batch 97/269 - Train Accuracy: 0.985, Validation Accuracy: 0.962, Loss: 0.003 Epoch 83 Batch 98/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.004 Epoch 83 Batch 99/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.003 Epoch 83 Batch 100/269 - Train Accuracy: 0.988, Validation Accuracy: 0.966, Loss: 0.003 Epoch 83 Batch 101/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.004 Epoch 83 Batch 102/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 83 Batch 103/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 83 Batch 104/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 83 Batch 105/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 83 Batch 106/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.003 Epoch 83 Batch 107/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 83 Batch 108/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 83 Batch 109/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 110/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 83 Batch 111/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.003 Epoch 83 Batch 112/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 83 Batch 113/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 83 Batch 114/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 115/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 83 Batch 116/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 83 Batch 117/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 83 Batch 118/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.003 Epoch 83 Batch 119/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 83 Batch 120/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 83 Batch 121/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 122/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 83 Batch 123/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.005 Epoch 83 Batch 124/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 83 Batch 125/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 83 Batch 126/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 83 Batch 127/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 83 Batch 128/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 83 Batch 129/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 83 Batch 130/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 83 Batch 131/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 83 Batch 132/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 83 Batch 133/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.002 Epoch 83 Batch 134/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.004 Epoch 83 Batch 135/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 83 Batch 136/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.003 Epoch 83 Batch 137/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 83 Batch 138/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.002 Epoch 83 Batch 139/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 83 Batch 140/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.004 Epoch 83 Batch 141/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 142/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 83 Batch 143/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 144/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 83 Batch 145/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 83 Batch 146/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 83 Batch 147/269 - Train Accuracy: 0.986, Validation Accuracy: 0.975, Loss: 0.003 Epoch 83 Batch 148/269 - Train Accuracy: 0.983, Validation Accuracy: 0.974, Loss: 0.002 Epoch 83 Batch 149/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 83 Batch 150/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 83 Batch 151/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 152/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 83 Batch 153/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 83 Batch 154/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.003 Epoch 83 Batch 155/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 83 Batch 156/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 157/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 83 Batch 158/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 83 Batch 159/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 83 Batch 160/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 83 Batch 161/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 83 Batch 162/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 83 Batch 163/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 164/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 83 Batch 165/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 83 Batch 166/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 83 Batch 167/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 83 Batch 168/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 83 Batch 169/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.002 Epoch 83 Batch 170/269 - Train Accuracy: 0.985, Validation Accuracy: 0.962, Loss: 0.002 Epoch 83 Batch 171/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 83 Batch 172/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 83 Batch 173/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 174/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 175/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.004 Epoch 83 Batch 176/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 83 Batch 177/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 83 Batch 178/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 83 Batch 179/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 83 Batch 180/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 83 Batch 181/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 83 Batch 182/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 83 Batch 183/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 184/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 83 Batch 185/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 83 Batch 186/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 187/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 188/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 189/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 83 Batch 190/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 83 Batch 191/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 83 Batch 192/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 83 Batch 193/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 83 Batch 194/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 83 Batch 195/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 83 Batch 196/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 83 Batch 197/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 83 Batch 198/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.002 Epoch 83 Batch 199/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 83 Batch 200/269 - Train Accuracy: 0.988, Validation Accuracy: 0.966, Loss: 0.002 Epoch 83 Batch 201/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 83 Batch 202/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 83 Batch 203/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 83 Batch 204/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 83 Batch 205/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 206/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 83 Batch 207/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.001 Epoch 83 Batch 208/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 83 Batch 209/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 83 Batch 210/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 211/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 83 Batch 212/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.003 Epoch 83 Batch 213/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 83 Batch 214/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 83 Batch 215/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 216/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 83 Batch 217/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 83 Batch 218/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 83 Batch 219/269 - Train Accuracy: 0.988, Validation Accuracy: 0.967, Loss: 0.002 Epoch 83 Batch 220/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 221/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 83 Batch 222/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 83 Batch 223/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 224/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 83 Batch 225/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 83 Batch 226/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 83 Batch 227/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.003 Epoch 83 Batch 228/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.002 Epoch 83 Batch 229/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.003 Epoch 83 Batch 230/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 83 Batch 231/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 83 Batch 232/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 83 Batch 233/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 83 Batch 234/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 83 Batch 235/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.002 Epoch 83 Batch 236/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 83 Batch 237/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 83 Batch 238/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 83 Batch 239/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 83 Batch 240/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 241/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 83 Batch 242/269 - Train Accuracy: 0.983, Validation Accuracy: 0.961, Loss: 0.002 Epoch 83 Batch 243/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.002 Epoch 83 Batch 244/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 83 Batch 245/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 83 Batch 246/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 247/269 - Train Accuracy: 0.987, Validation Accuracy: 0.964, Loss: 0.001 Epoch 83 Batch 248/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.002 Epoch 83 Batch 249/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.002 Epoch 83 Batch 250/269 - Train Accuracy: 0.988, Validation Accuracy: 0.964, Loss: 0.002 Epoch 83 Batch 251/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 83 Batch 252/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 83 Batch 253/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 83 Batch 254/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 83 Batch 255/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.004 Epoch 83 Batch 256/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.002 Epoch 83 Batch 257/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 83 Batch 258/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 83 Batch 259/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 83 Batch 260/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 83 Batch 261/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 83 Batch 262/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.004 Epoch 83 Batch 263/269 - Train Accuracy: 0.988, Validation Accuracy: 0.966, Loss: 0.002 Epoch 83 Batch 264/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 83 Batch 265/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 83 Batch 266/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 83 Batch 267/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 84 Batch 0/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 84 Batch 1/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 84 Batch 2/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 84 Batch 3/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 84 Batch 4/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 84 Batch 5/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 84 Batch 6/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 84 Batch 7/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 84 Batch 8/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 84 Batch 9/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 84 Batch 10/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 84 Batch 11/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.003 Epoch 84 Batch 12/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.003 Epoch 84 Batch 13/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 84 Batch 14/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 84 Batch 15/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.001 Epoch 84 Batch 16/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.005 Epoch 84 Batch 17/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 84 Batch 18/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 84 Batch 19/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 84 Batch 20/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 84 Batch 21/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.002 Epoch 84 Batch 22/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.002 Epoch 84 Batch 23/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 84 Batch 24/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.002 Epoch 84 Batch 25/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 84 Batch 26/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 84 Batch 27/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 84 Batch 28/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 84 Batch 29/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 84 Batch 30/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 84 Batch 31/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 84 Batch 32/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.002 Epoch 84 Batch 33/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 84 Batch 34/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 84 Batch 35/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.005 Epoch 84 Batch 36/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 84 Batch 37/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 84 Batch 38/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.004 Epoch 84 Batch 39/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 84 Batch 40/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 84 Batch 41/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 84 Batch 42/269 - Train Accuracy: 0.986, Validation Accuracy: 0.962, Loss: 0.002 Epoch 84 Batch 43/269 - Train Accuracy: 0.985, Validation Accuracy: 0.961, Loss: 0.003 Epoch 84 Batch 44/269 - Train Accuracy: 0.984, Validation Accuracy: 0.961, Loss: 0.003 Epoch 84 Batch 45/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 84 Batch 46/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 84 Batch 47/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 84 Batch 48/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 84 Batch 49/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.002 Epoch 84 Batch 50/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 84 Batch 51/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 84 Batch 52/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 84 Batch 53/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 84 Batch 54/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.002 Epoch 84 Batch 55/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 84 Batch 56/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 84 Batch 57/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 84 Batch 58/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 84 Batch 59/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 84 Batch 60/269 - Train Accuracy: 0.974, Validation Accuracy: 0.973, Loss: 0.003 Epoch 84 Batch 61/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.003 Epoch 84 Batch 62/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 84 Batch 63/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.003 Epoch 84 Batch 64/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 84 Batch 65/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 84 Batch 66/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 84 Batch 67/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 84 Batch 68/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 84 Batch 69/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.003 Epoch 84 Batch 70/269 - Train Accuracy: 0.984, Validation Accuracy: 0.962, Loss: 0.004 Epoch 84 Batch 71/269 - Train Accuracy: 0.983, Validation Accuracy: 0.961, Loss: 0.003 Epoch 84 Batch 72/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.004 Epoch 84 Batch 73/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.003 Epoch 84 Batch 74/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.003 Epoch 84 Batch 75/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 84 Batch 76/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.002 Epoch 84 Batch 77/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 84 Batch 78/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 84 Batch 79/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.004 Epoch 84 Batch 80/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 84 Batch 81/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 84 Batch 82/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 84 Batch 83/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.004 Epoch 84 Batch 84/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 84 Batch 85/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 84 Batch 86/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 84 Batch 87/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 84 Batch 88/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 84 Batch 89/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.002 Epoch 84 Batch 90/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 84 Batch 91/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 84 Batch 92/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 84 Batch 93/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 84 Batch 94/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 84 Batch 95/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 84 Batch 96/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.003 Epoch 84 Batch 97/269 - Train Accuracy: 0.985, Validation Accuracy: 0.962, Loss: 0.002 Epoch 84 Batch 98/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.003 Epoch 84 Batch 99/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.001 Epoch 84 Batch 100/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 84 Batch 101/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.005 Epoch 84 Batch 102/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 84 Batch 103/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 84 Batch 104/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 84 Batch 105/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 84 Batch 106/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 84 Batch 107/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 84 Batch 108/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 84 Batch 109/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.002 Epoch 84 Batch 110/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 84 Batch 111/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 84 Batch 112/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 84 Batch 113/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 84 Batch 114/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 84 Batch 115/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 84 Batch 116/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 84 Batch 117/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 84 Batch 118/269 - Train Accuracy: 0.988, Validation Accuracy: 0.969, Loss: 0.003 Epoch 84 Batch 119/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.003 Epoch 84 Batch 120/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.003 Epoch 84 Batch 121/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 84 Batch 122/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.003 Epoch 84 Batch 123/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 84 Batch 124/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 84 Batch 125/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 84 Batch 126/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 84 Batch 127/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 84 Batch 128/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 84 Batch 129/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 84 Batch 130/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 84 Batch 131/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.004 Epoch 84 Batch 132/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 84 Batch 133/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.003 Epoch 84 Batch 134/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 84 Batch 135/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 84 Batch 136/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 84 Batch 137/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.004 Epoch 84 Batch 138/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 84 Batch 139/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 84 Batch 140/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 84 Batch 141/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.003 Epoch 84 Batch 142/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 84 Batch 143/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.004 Epoch 84 Batch 144/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 84 Batch 145/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 84 Batch 146/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 84 Batch 147/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 84 Batch 148/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 84 Batch 149/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 84 Batch 150/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 84 Batch 151/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.002 Epoch 84 Batch 152/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 84 Batch 153/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 84 Batch 154/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 84 Batch 155/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 84 Batch 156/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 84 Batch 157/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 84 Batch 158/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 84 Batch 159/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 84 Batch 160/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 84 Batch 161/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 84 Batch 162/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 84 Batch 163/269 - Train Accuracy: 0.988, Validation Accuracy: 0.970, Loss: 0.002 Epoch 84 Batch 164/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 84 Batch 165/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 84 Batch 166/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 84 Batch 167/269 - Train Accuracy: 0.988, Validation Accuracy: 0.972, Loss: 0.002 Epoch 84 Batch 168/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 84 Batch 169/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 84 Batch 170/269 - Train Accuracy: 0.986, Validation Accuracy: 0.973, Loss: 0.002 Epoch 84 Batch 171/269 - Train Accuracy: 0.986, Validation Accuracy: 0.973, Loss: 0.002 Epoch 84 Batch 172/269 - Train Accuracy: 0.986, Validation Accuracy: 0.973, Loss: 0.002 Epoch 84 Batch 173/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 84 Batch 174/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.002 Epoch 84 Batch 175/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.004 Epoch 84 Batch 176/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 84 Batch 177/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 84 Batch 178/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 84 Batch 179/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.001 Epoch 84 Batch 180/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 84 Batch 181/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 84 Batch 182/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 84 Batch 183/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 84 Batch 184/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 84 Batch 185/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.002 Epoch 84 Batch 186/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 84 Batch 187/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.002 Epoch 84 Batch 188/269 - Train Accuracy: 0.986, Validation Accuracy: 0.961, Loss: 0.002 Epoch 84 Batch 189/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.003 Epoch 84 Batch 190/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.002 Epoch 84 Batch 191/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.002 Epoch 84 Batch 192/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 84 Batch 193/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 84 Batch 194/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.002 Epoch 84 Batch 195/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 84 Batch 196/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 84 Batch 197/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 84 Batch 198/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 84 Batch 199/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 84 Batch 200/269 - Train Accuracy: 0.988, Validation Accuracy: 0.965, Loss: 0.002 Epoch 84 Batch 201/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 84 Batch 202/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 84 Batch 203/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 84 Batch 204/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 84 Batch 205/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 84 Batch 206/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 84 Batch 207/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 84 Batch 208/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 84 Batch 209/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.003 Epoch 84 Batch 210/269 - Train Accuracy: 0.988, Validation Accuracy: 0.964, Loss: 0.002 Epoch 84 Batch 211/269 - Train Accuracy: 0.984, Validation Accuracy: 0.961, Loss: 0.002 Epoch 84 Batch 212/269 - Train Accuracy: 0.987, Validation Accuracy: 0.962, Loss: 0.003 Epoch 84 Batch 213/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.002 Epoch 84 Batch 214/269 - Train Accuracy: 0.984, Validation Accuracy: 0.962, Loss: 0.003 Epoch 84 Batch 215/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.003 Epoch 84 Batch 216/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.003 Epoch 84 Batch 217/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 84 Batch 218/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 84 Batch 219/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 84 Batch 220/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 84 Batch 221/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 84 Batch 222/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 84 Batch 223/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.001 Epoch 84 Batch 224/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 84 Batch 225/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 84 Batch 226/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 84 Batch 227/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 84 Batch 228/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 84 Batch 229/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 84 Batch 230/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 84 Batch 231/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 84 Batch 232/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 84 Batch 233/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 84 Batch 234/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 84 Batch 235/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.001 Epoch 84 Batch 236/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 84 Batch 237/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 84 Batch 238/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 84 Batch 239/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.002 Epoch 84 Batch 240/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 84 Batch 241/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.002 Epoch 84 Batch 242/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.002 Epoch 84 Batch 243/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 84 Batch 244/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.004 Epoch 84 Batch 245/269 - Train Accuracy: 0.985, Validation Accuracy: 0.976, Loss: 0.002 Epoch 84 Batch 246/269 - Train Accuracy: 0.983, Validation Accuracy: 0.974, Loss: 0.002 Epoch 84 Batch 247/269 - Train Accuracy: 0.986, Validation Accuracy: 0.974, Loss: 0.002 Epoch 84 Batch 248/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.002 Epoch 84 Batch 249/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 84 Batch 250/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 84 Batch 251/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 84 Batch 252/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.001 Epoch 84 Batch 253/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 84 Batch 254/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 84 Batch 255/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 84 Batch 256/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 84 Batch 257/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 84 Batch 258/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 84 Batch 259/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 84 Batch 260/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.002 Epoch 84 Batch 261/269 - Train Accuracy: 0.986, Validation Accuracy: 0.973, Loss: 0.002 Epoch 84 Batch 262/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.003 Epoch 84 Batch 263/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 84 Batch 264/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 84 Batch 265/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 84 Batch 266/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.002 Epoch 84 Batch 267/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 85 Batch 0/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 85 Batch 1/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 85 Batch 2/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 85 Batch 3/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 85 Batch 4/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 85 Batch 5/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.002 Epoch 85 Batch 6/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.002 Epoch 85 Batch 7/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 85 Batch 8/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 85 Batch 9/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 85 Batch 10/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 85 Batch 11/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.003 Epoch 85 Batch 12/269 - Train Accuracy: 0.985, Validation Accuracy: 0.974, Loss: 0.002 Epoch 85 Batch 13/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 85 Batch 14/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 85 Batch 15/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.002 Epoch 85 Batch 16/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.003 Epoch 85 Batch 17/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 85 Batch 18/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 85 Batch 19/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 85 Batch 20/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 85 Batch 21/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 85 Batch 22/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 85 Batch 23/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 85 Batch 24/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 85 Batch 25/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 85 Batch 26/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.002 Epoch 85 Batch 27/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 85 Batch 28/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 85 Batch 29/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 85 Batch 30/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 85 Batch 31/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 85 Batch 32/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.003 Epoch 85 Batch 33/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 85 Batch 34/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 85 Batch 35/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.006 Epoch 85 Batch 36/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.003 Epoch 85 Batch 37/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.003 Epoch 85 Batch 38/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 85 Batch 39/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 85 Batch 40/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.003 Epoch 85 Batch 41/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.004 Epoch 85 Batch 42/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 85 Batch 43/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.003 Epoch 85 Batch 44/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.004 Epoch 85 Batch 45/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.004 Epoch 85 Batch 46/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 85 Batch 47/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 85 Batch 48/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 85 Batch 49/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 85 Batch 50/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.003 Epoch 85 Batch 51/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 85 Batch 52/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.004 Epoch 85 Batch 53/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.004 Epoch 85 Batch 54/269 - Train Accuracy: 0.986, Validation Accuracy: 0.973, Loss: 0.003 Epoch 85 Batch 55/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 85 Batch 56/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.004 Epoch 85 Batch 57/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.004 Epoch 85 Batch 58/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 85 Batch 59/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 85 Batch 60/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 85 Batch 61/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.004 Epoch 85 Batch 62/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 85 Batch 63/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.005 Epoch 85 Batch 64/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.007 Epoch 85 Batch 65/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.003 Epoch 85 Batch 66/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.014 Epoch 85 Batch 67/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.004 Epoch 85 Batch 68/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.026 Epoch 85 Batch 69/269 - Train Accuracy: 0.957, Validation Accuracy: 0.944, Loss: 0.004 Epoch 85 Batch 70/269 - Train Accuracy: 0.969, Validation Accuracy: 0.950, Loss: 0.052 Epoch 85 Batch 71/269 - Train Accuracy: 0.962, Validation Accuracy: 0.941, Loss: 0.028 Epoch 85 Batch 72/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.043 Epoch 85 Batch 73/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.016 Epoch 85 Batch 74/269 - Train Accuracy: 0.974, Validation Accuracy: 0.951, Loss: 0.014 Epoch 85 Batch 75/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.025 Epoch 85 Batch 76/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.012 Epoch 85 Batch 77/269 - Train Accuracy: 0.982, Validation Accuracy: 0.961, Loss: 0.024 Epoch 85 Batch 78/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.015 Epoch 85 Batch 79/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.011 Epoch 85 Batch 80/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.018 Epoch 85 Batch 81/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.014 Epoch 85 Batch 82/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.011 Epoch 85 Batch 83/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.013 Epoch 85 Batch 84/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 85 Batch 85/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.013 Epoch 85 Batch 86/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.014 Epoch 85 Batch 87/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 85 Batch 88/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.009 Epoch 85 Batch 89/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.010 Epoch 85 Batch 90/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.012 Epoch 85 Batch 91/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.006 Epoch 85 Batch 92/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 85 Batch 93/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 85 Batch 94/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.008 Epoch 85 Batch 95/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.007 Epoch 85 Batch 96/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.005 Epoch 85 Batch 97/269 - Train Accuracy: 0.984, Validation Accuracy: 0.961, Loss: 0.005 Epoch 85 Batch 98/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.007 Epoch 85 Batch 99/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.004 Epoch 85 Batch 100/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.005 Epoch 85 Batch 101/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.008 Epoch 85 Batch 102/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.005 Epoch 85 Batch 103/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.007 Epoch 85 Batch 104/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.005 Epoch 85 Batch 105/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.005 Epoch 85 Batch 106/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.003 Epoch 85 Batch 107/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.004 Epoch 85 Batch 108/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.004 Epoch 85 Batch 109/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 85 Batch 110/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.005 Epoch 85 Batch 111/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.005 Epoch 85 Batch 112/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.004 Epoch 85 Batch 113/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.004 Epoch 85 Batch 114/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.005 Epoch 85 Batch 115/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 85 Batch 116/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 85 Batch 117/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 85 Batch 118/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.003 Epoch 85 Batch 119/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.003 Epoch 85 Batch 120/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.004 Epoch 85 Batch 121/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 85 Batch 122/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 85 Batch 123/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.002 Epoch 85 Batch 124/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.004 Epoch 85 Batch 125/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.003 Epoch 85 Batch 126/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 85 Batch 127/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 85 Batch 128/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 85 Batch 129/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 85 Batch 130/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.004 Epoch 85 Batch 131/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.004 Epoch 85 Batch 132/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 85 Batch 133/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 85 Batch 134/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.003 Epoch 85 Batch 135/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.003 Epoch 85 Batch 136/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 85 Batch 137/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.004 Epoch 85 Batch 138/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 85 Batch 139/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 85 Batch 140/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.004 Epoch 85 Batch 141/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.004 Epoch 85 Batch 142/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 85 Batch 143/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 85 Batch 144/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.002 Epoch 85 Batch 145/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 85 Batch 146/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 85 Batch 147/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.003 Epoch 85 Batch 148/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 85 Batch 149/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 85 Batch 150/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 85 Batch 151/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 85 Batch 152/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 85 Batch 153/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 85 Batch 154/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 85 Batch 155/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 85 Batch 156/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 85 Batch 157/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 85 Batch 158/269 - Train Accuracy: 0.987, Validation Accuracy: 0.973, Loss: 0.002 Epoch 85 Batch 159/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 85 Batch 160/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 85 Batch 161/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 85 Batch 162/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 85 Batch 163/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.002 Epoch 85 Batch 164/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 85 Batch 165/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 85 Batch 166/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 85 Batch 167/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 85 Batch 168/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 85 Batch 169/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 85 Batch 170/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 85 Batch 171/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 85 Batch 172/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 85 Batch 173/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 85 Batch 174/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.002 Epoch 85 Batch 175/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 85 Batch 176/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 85 Batch 177/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.003 Epoch 85 Batch 178/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 85 Batch 179/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 85 Batch 180/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 85 Batch 181/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.002 Epoch 85 Batch 182/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 85 Batch 183/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 85 Batch 184/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.004 Epoch 85 Batch 185/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 85 Batch 186/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.002 Epoch 85 Batch 187/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 85 Batch 188/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 85 Batch 189/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 85 Batch 190/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 85 Batch 191/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.002 Epoch 85 Batch 192/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 85 Batch 193/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 85 Batch 194/269 - Train Accuracy: 0.986, Validation Accuracy: 0.962, Loss: 0.002 Epoch 85 Batch 195/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.002 Epoch 85 Batch 196/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.004 Epoch 85 Batch 197/269 - Train Accuracy: 0.984, Validation Accuracy: 0.961, Loss: 0.002 Epoch 85 Batch 198/269 - Train Accuracy: 0.982, Validation Accuracy: 0.961, Loss: 0.002 Epoch 85 Batch 199/269 - Train Accuracy: 0.985, Validation Accuracy: 0.962, Loss: 0.002 Epoch 85 Batch 200/269 - Train Accuracy: 0.988, Validation Accuracy: 0.962, Loss: 0.001 Epoch 85 Batch 201/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 85 Batch 202/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.003 Epoch 85 Batch 203/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 85 Batch 204/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 85 Batch 205/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 85 Batch 206/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 85 Batch 207/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 85 Batch 208/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 85 Batch 209/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 85 Batch 210/269 - Train Accuracy: 0.988, Validation Accuracy: 0.966, Loss: 0.002 Epoch 85 Batch 211/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 85 Batch 212/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 85 Batch 213/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.002 Epoch 85 Batch 214/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 85 Batch 215/269 - Train Accuracy: 0.988, Validation Accuracy: 0.965, Loss: 0.002 Epoch 85 Batch 216/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.003 Epoch 85 Batch 217/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.003 Epoch 85 Batch 218/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.002 Epoch 85 Batch 219/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.003 Epoch 85 Batch 220/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.002 Epoch 85 Batch 221/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 85 Batch 222/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 85 Batch 223/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 85 Batch 224/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 85 Batch 225/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 85 Batch 226/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 85 Batch 227/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.003 Epoch 85 Batch 228/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.002 Epoch 85 Batch 229/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 85 Batch 230/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 85 Batch 231/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 85 Batch 232/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.003 Epoch 85 Batch 233/269 - Train Accuracy: 0.988, Validation Accuracy: 0.970, Loss: 0.002 Epoch 85 Batch 234/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 85 Batch 235/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.001 Epoch 85 Batch 236/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 85 Batch 237/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.001 Epoch 85 Batch 238/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 85 Batch 239/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 85 Batch 240/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 85 Batch 241/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 85 Batch 242/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 85 Batch 243/269 - Train Accuracy: 0.987, Validation Accuracy: 0.964, Loss: 0.002 Epoch 85 Batch 244/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.002 Epoch 85 Batch 245/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 85 Batch 246/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 85 Batch 247/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 85 Batch 248/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 85 Batch 249/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 85 Batch 250/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.003 Epoch 85 Batch 251/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.002 Epoch 85 Batch 252/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 85 Batch 253/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 85 Batch 254/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.002 Epoch 85 Batch 255/269 - Train Accuracy: 0.982, Validation Accuracy: 0.958, Loss: 0.003 Epoch 85 Batch 256/269 - Train Accuracy: 0.981, Validation Accuracy: 0.959, Loss: 0.002 Epoch 85 Batch 257/269 - Train Accuracy: 0.979, Validation Accuracy: 0.958, Loss: 0.004 Epoch 85 Batch 258/269 - Train Accuracy: 0.981, Validation Accuracy: 0.958, Loss: 0.003 Epoch 85 Batch 259/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.003 Epoch 85 Batch 260/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 85 Batch 261/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 85 Batch 262/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.003 Epoch 85 Batch 263/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.001 Epoch 85 Batch 264/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 85 Batch 265/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 85 Batch 266/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 85 Batch 267/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 86 Batch 0/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 86 Batch 1/269 - Train Accuracy: 0.982, Validation Accuracy: 0.974, Loss: 0.003 Epoch 86 Batch 2/269 - Train Accuracy: 0.981, Validation Accuracy: 0.974, Loss: 0.002 Epoch 86 Batch 3/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 86 Batch 4/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 86 Batch 5/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 6/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 7/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 8/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 86 Batch 9/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 10/269 - Train Accuracy: 0.988, Validation Accuracy: 0.967, Loss: 0.001 Epoch 86 Batch 11/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 86 Batch 12/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 86 Batch 13/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 14/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 15/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 86 Batch 16/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.002 Epoch 86 Batch 17/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 86 Batch 18/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 86 Batch 19/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 86 Batch 20/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 86 Batch 21/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 86 Batch 22/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 86 Batch 23/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 86 Batch 24/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 86 Batch 25/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 86 Batch 26/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 86 Batch 27/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 86 Batch 28/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.002 Epoch 86 Batch 29/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 86 Batch 30/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 86 Batch 31/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.001 Epoch 86 Batch 32/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 33/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 34/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 86 Batch 35/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.004 Epoch 86 Batch 36/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.001 Epoch 86 Batch 37/269 - Train Accuracy: 0.988, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 38/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 39/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 40/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 86 Batch 41/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 42/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 43/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.002 Epoch 86 Batch 44/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.003 Epoch 86 Batch 45/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 46/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 47/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 86 Batch 48/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 86 Batch 49/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.002 Epoch 86 Batch 50/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 86 Batch 51/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.002 Epoch 86 Batch 52/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.002 Epoch 86 Batch 53/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 86 Batch 54/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.004 Epoch 86 Batch 55/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 86 Batch 56/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 86 Batch 57/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 86 Batch 58/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.003 Epoch 86 Batch 59/269 - Train Accuracy: 0.981, Validation Accuracy: 0.960, Loss: 0.002 Epoch 86 Batch 60/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.003 Epoch 86 Batch 61/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 86 Batch 62/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 86 Batch 63/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.002 Epoch 86 Batch 64/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 86 Batch 65/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 86 Batch 66/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.003 Epoch 86 Batch 67/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 86 Batch 68/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 86 Batch 69/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 86 Batch 70/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 86 Batch 71/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.003 Epoch 86 Batch 72/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.003 Epoch 86 Batch 73/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.003 Epoch 86 Batch 74/269 - Train Accuracy: 0.987, Validation Accuracy: 0.964, Loss: 0.002 Epoch 86 Batch 75/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.003 Epoch 86 Batch 76/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 86 Batch 77/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 86 Batch 78/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 79/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 86 Batch 80/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 86 Batch 81/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 86 Batch 82/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.002 Epoch 86 Batch 83/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 86 Batch 84/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 86 Batch 85/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 86/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 86 Batch 87/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 88/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 86 Batch 89/269 - Train Accuracy: 0.988, Validation Accuracy: 0.965, Loss: 0.002 Epoch 86 Batch 90/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 86 Batch 91/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 86 Batch 92/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.002 Epoch 86 Batch 93/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 86 Batch 94/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 86 Batch 95/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 86 Batch 96/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 97/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 98/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 86 Batch 99/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 100/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 101/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.004 Epoch 86 Batch 102/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 86 Batch 103/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 86 Batch 104/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 86 Batch 105/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.002 Epoch 86 Batch 106/269 - Train Accuracy: 0.980, Validation Accuracy: 0.974, Loss: 0.003 Epoch 86 Batch 107/269 - Train Accuracy: 0.982, Validation Accuracy: 0.974, Loss: 0.002 Epoch 86 Batch 108/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.002 Epoch 86 Batch 109/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.002 Epoch 86 Batch 110/269 - Train Accuracy: 0.985, Validation Accuracy: 0.974, Loss: 0.001 Epoch 86 Batch 111/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.002 Epoch 86 Batch 112/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.002 Epoch 86 Batch 113/269 - Train Accuracy: 0.976, Validation Accuracy: 0.973, Loss: 0.003 Epoch 86 Batch 114/269 - Train Accuracy: 0.983, Validation Accuracy: 0.974, Loss: 0.002 Epoch 86 Batch 115/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.002 Epoch 86 Batch 116/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.001 Epoch 86 Batch 117/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.001 Epoch 86 Batch 118/269 - Train Accuracy: 0.988, Validation Accuracy: 0.970, Loss: 0.002 Epoch 86 Batch 119/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.002 Epoch 86 Batch 120/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 86 Batch 121/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 86 Batch 122/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 86 Batch 123/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 124/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 125/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 126/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 86 Batch 127/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 86 Batch 128/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.001 Epoch 86 Batch 129/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 130/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 131/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 86 Batch 132/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 86 Batch 133/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 134/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 86 Batch 135/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 136/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 86 Batch 137/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 86 Batch 138/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.001 Epoch 86 Batch 139/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 140/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 86 Batch 141/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 86 Batch 142/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 86 Batch 143/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 86 Batch 144/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.001 Epoch 86 Batch 145/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.001 Epoch 86 Batch 146/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.001 Epoch 86 Batch 147/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.001 Epoch 86 Batch 148/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.002 Epoch 86 Batch 149/269 - Train Accuracy: 0.985, Validation Accuracy: 0.974, Loss: 0.002 Epoch 86 Batch 150/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.002 Epoch 86 Batch 151/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 86 Batch 152/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 86 Batch 153/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 86 Batch 154/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 86 Batch 155/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 86 Batch 156/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 157/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 158/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 86 Batch 159/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 86 Batch 160/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 161/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 86 Batch 162/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 163/269 - Train Accuracy: 0.988, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 164/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 165/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 166/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 86 Batch 167/269 - Train Accuracy: 0.988, Validation Accuracy: 0.970, Loss: 0.002 Epoch 86 Batch 168/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 86 Batch 169/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.001 Epoch 86 Batch 170/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.001 Epoch 86 Batch 171/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 172/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 86 Batch 173/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 86 Batch 174/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.001 Epoch 86 Batch 175/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.003 Epoch 86 Batch 176/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.002 Epoch 86 Batch 177/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 86 Batch 178/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 179/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.001 Epoch 86 Batch 180/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 181/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 86 Batch 182/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 86 Batch 183/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.001 Epoch 86 Batch 184/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 86 Batch 185/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 186/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 187/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 188/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 189/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 86 Batch 190/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 191/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.002 Epoch 86 Batch 192/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.001 Epoch 86 Batch 193/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.001 Epoch 86 Batch 194/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 86 Batch 195/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.001 Epoch 86 Batch 196/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 86 Batch 197/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.002 Epoch 86 Batch 198/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.001 Epoch 86 Batch 199/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.002 Epoch 86 Batch 200/269 - Train Accuracy: 0.989, Validation Accuracy: 0.966, Loss: 0.001 Epoch 86 Batch 201/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 86 Batch 202/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 86 Batch 203/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 86 Batch 204/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 86 Batch 205/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.001 Epoch 86 Batch 206/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 207/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 208/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 86 Batch 209/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 86 Batch 210/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 211/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 86 Batch 212/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 213/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.002 Epoch 86 Batch 214/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 215/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.001 Epoch 86 Batch 216/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 217/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 86 Batch 218/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.001 Epoch 86 Batch 219/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.001 Epoch 86 Batch 220/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.002 Epoch 86 Batch 221/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 222/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 86 Batch 223/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.001 Epoch 86 Batch 224/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.002 Epoch 86 Batch 225/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.001 Epoch 86 Batch 226/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 86 Batch 227/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 86 Batch 228/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 86 Batch 229/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 86 Batch 230/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 231/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 86 Batch 232/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 86 Batch 233/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.001 Epoch 86 Batch 234/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 86 Batch 235/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.001 Epoch 86 Batch 236/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 86 Batch 237/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.001 Epoch 86 Batch 238/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 86 Batch 239/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 86 Batch 240/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 86 Batch 241/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 86 Batch 242/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.001 Epoch 86 Batch 243/269 - Train Accuracy: 0.988, Validation Accuracy: 0.971, Loss: 0.001 Epoch 86 Batch 244/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 86 Batch 245/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 246/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 247/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 86 Batch 248/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 249/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 86 Batch 250/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 251/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 86 Batch 252/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.004 Epoch 86 Batch 253/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 86 Batch 254/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 86 Batch 255/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.003 Epoch 86 Batch 256/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.002 Epoch 86 Batch 257/269 - Train Accuracy: 0.981, Validation Accuracy: 0.957, Loss: 0.002 Epoch 86 Batch 258/269 - Train Accuracy: 0.976, Validation Accuracy: 0.955, Loss: 0.002 Epoch 86 Batch 259/269 - Train Accuracy: 0.978, Validation Accuracy: 0.958, Loss: 0.005 Epoch 86 Batch 260/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 261/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 262/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 263/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 86 Batch 264/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.002 Epoch 86 Batch 265/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 86 Batch 266/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 86 Batch 267/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 87 Batch 0/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.003 Epoch 87 Batch 1/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 87 Batch 2/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 87 Batch 3/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.001 Epoch 87 Batch 4/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.002 Epoch 87 Batch 5/269 - Train Accuracy: 0.980, Validation Accuracy: 0.960, Loss: 0.002 Epoch 87 Batch 6/269 - Train Accuracy: 0.984, Validation Accuracy: 0.962, Loss: 0.002 Epoch 87 Batch 7/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 87 Batch 8/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 87 Batch 9/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 87 Batch 10/269 - Train Accuracy: 0.988, Validation Accuracy: 0.969, Loss: 0.001 Epoch 87 Batch 11/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.003 Epoch 87 Batch 12/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 87 Batch 13/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 87 Batch 14/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 87 Batch 15/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 87 Batch 16/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 87 Batch 17/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 87 Batch 18/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 87 Batch 19/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.002 Epoch 87 Batch 20/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 87 Batch 21/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 87 Batch 22/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 87 Batch 23/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.001 Epoch 87 Batch 24/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.002 Epoch 87 Batch 25/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 87 Batch 26/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 87 Batch 27/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 87 Batch 28/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.002 Epoch 87 Batch 29/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 87 Batch 30/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 87 Batch 31/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.001 Epoch 87 Batch 32/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.001 Epoch 87 Batch 33/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 87 Batch 34/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 87 Batch 35/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.004 Epoch 87 Batch 36/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 87 Batch 37/269 - Train Accuracy: 0.988, Validation Accuracy: 0.971, Loss: 0.002 Epoch 87 Batch 38/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 87 Batch 39/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.001 Epoch 87 Batch 40/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 87 Batch 41/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.001 Epoch 87 Batch 42/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 87 Batch 43/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 87 Batch 44/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 87 Batch 45/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 87 Batch 46/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 87 Batch 47/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 87 Batch 48/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 87 Batch 49/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.002 Epoch 87 Batch 50/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 87 Batch 51/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 87 Batch 52/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 87 Batch 53/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 87 Batch 54/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 87 Batch 55/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 87 Batch 56/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 87 Batch 57/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 87 Batch 58/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 87 Batch 59/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.001 Epoch 87 Batch 60/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.003 Epoch 87 Batch 61/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 87 Batch 62/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.004 Epoch 87 Batch 63/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 87 Batch 64/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.001 Epoch 87 Batch 65/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 87 Batch 66/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.002 Epoch 87 Batch 67/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.003 Epoch 87 Batch 68/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.003 Epoch 87 Batch 69/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 87 Batch 70/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 87 Batch 71/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 87 Batch 72/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.002 Epoch 87 Batch 73/269 - Train Accuracy: 0.984, Validation Accuracy: 0.960, Loss: 0.003 Epoch 87 Batch 74/269 - Train Accuracy: 0.986, Validation Accuracy: 0.956, Loss: 0.002 Epoch 87 Batch 75/269 - Train Accuracy: 0.975, Validation Accuracy: 0.957, Loss: 0.004 Epoch 87 Batch 76/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.002 Epoch 87 Batch 77/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.003 Epoch 87 Batch 78/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 87 Batch 79/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.002 Epoch 87 Batch 80/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 87 Batch 81/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 87 Batch 82/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.001 Epoch 87 Batch 83/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 87 Batch 84/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 87 Batch 85/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 87 Batch 86/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 87 Batch 87/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 87 Batch 88/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 87 Batch 89/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.002 Epoch 87 Batch 90/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 87 Batch 91/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.002 Epoch 87 Batch 92/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.002 Epoch 87 Batch 93/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.001 Epoch 87 Batch 94/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 87 Batch 95/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 87 Batch 96/269 - Train Accuracy: 0.984, Validation Accuracy: 0.974, Loss: 0.002 Epoch 87 Batch 97/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.002 Epoch 87 Batch 98/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 87 Batch 99/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 87 Batch 100/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 87 Batch 101/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 87 Batch 102/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.001 Epoch 87 Batch 103/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 87 Batch 104/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.001 Epoch 87 Batch 105/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 87 Batch 106/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.002 Epoch 87 Batch 107/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 87 Batch 108/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.001 Epoch 87 Batch 109/269 - Train Accuracy: 0.980, Validation Accuracy: 0.973, Loss: 0.002 Epoch 87 Batch 110/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 87 Batch 111/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 87 Batch 112/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 87 Batch 113/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.002 Epoch 87 Batch 114/269 - Train Accuracy: 0.984, Validation Accuracy: 0.974, Loss: 0.001 Epoch 87 Batch 115/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.001 Epoch 87 Batch 116/269 - Train Accuracy: 0.985, Validation Accuracy: 0.974, Loss: 0.001 Epoch 87 Batch 117/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.001 Epoch 87 Batch 118/269 - Train Accuracy: 0.988, Validation Accuracy: 0.973, Loss: 0.002 Epoch 87 Batch 119/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.002 Epoch 87 Batch 120/269 - Train Accuracy: 0.984, Validation Accuracy: 0.974, Loss: 0.002 Epoch 87 Batch 121/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.001 Epoch 87 Batch 122/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.001 Epoch 87 Batch 123/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.002 Epoch 87 Batch 124/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 87 Batch 125/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.001 Epoch 87 Batch 126/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 87 Batch 127/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 87 Batch 128/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 87 Batch 129/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 87 Batch 130/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 87 Batch 131/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 87 Batch 132/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 87 Batch 133/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.002 Epoch 87 Batch 134/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 87 Batch 135/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 87 Batch 136/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.002 Epoch 87 Batch 137/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 87 Batch 138/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.001 Epoch 87 Batch 139/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 87 Batch 140/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 87 Batch 141/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.001 Epoch 87 Batch 142/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 87 Batch 143/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 87 Batch 144/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 87 Batch 145/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 87 Batch 146/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.001 Epoch 87 Batch 147/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 87 Batch 148/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 87 Batch 149/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.002 Epoch 87 Batch 150/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 87 Batch 151/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 87 Batch 152/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 87 Batch 153/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 87 Batch 154/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 87 Batch 155/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 87 Batch 156/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 87 Batch 157/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 87 Batch 158/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 87 Batch 159/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 87 Batch 160/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.001 Epoch 87 Batch 161/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 87 Batch 162/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 87 Batch 163/269 - Train Accuracy: 0.988, Validation Accuracy: 0.969, Loss: 0.001 Epoch 87 Batch 164/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 87 Batch 165/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 87 Batch 166/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 87 Batch 167/269 - Train Accuracy: 0.988, Validation Accuracy: 0.971, Loss: 0.001 Epoch 87 Batch 168/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 87 Batch 169/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 87 Batch 170/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.003 Epoch 87 Batch 171/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 87 Batch 172/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 87 Batch 173/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 87 Batch 174/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.001 Epoch 87 Batch 175/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 87 Batch 176/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.002 Epoch 87 Batch 177/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 87 Batch 178/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.003 Epoch 87 Batch 179/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.002 Epoch 87 Batch 180/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.002 Epoch 87 Batch 181/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 87 Batch 182/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 87 Batch 183/269 - Train Accuracy: 0.986, Validation Accuracy: 0.973, Loss: 0.001 Epoch 87 Batch 184/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.002 Epoch 87 Batch 185/269 - Train Accuracy: 0.988, Validation Accuracy: 0.971, Loss: 0.002 Epoch 87 Batch 186/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 87 Batch 187/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.001 Epoch 87 Batch 188/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 87 Batch 189/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 87 Batch 190/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 87 Batch 191/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 87 Batch 192/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 87 Batch 193/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.001 Epoch 87 Batch 194/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 87 Batch 195/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.001 Epoch 87 Batch 196/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 87 Batch 197/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 87 Batch 198/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 87 Batch 199/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 87 Batch 200/269 - Train Accuracy: 0.988, Validation Accuracy: 0.967, Loss: 0.002 Epoch 87 Batch 201/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 87 Batch 202/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 87 Batch 203/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 87 Batch 204/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 87 Batch 205/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.001 Epoch 87 Batch 206/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 87 Batch 207/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 87 Batch 208/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 87 Batch 209/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 87 Batch 210/269 - Train Accuracy: 0.988, Validation Accuracy: 0.967, Loss: 0.002 Epoch 87 Batch 211/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 87 Batch 212/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 87 Batch 213/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 87 Batch 214/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 87 Batch 215/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 87 Batch 216/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 87 Batch 217/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 87 Batch 218/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 87 Batch 219/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.002 Epoch 87 Batch 220/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 87 Batch 221/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 87 Batch 222/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 87 Batch 223/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.001 Epoch 87 Batch 224/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 87 Batch 225/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 87 Batch 226/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.001 Epoch 87 Batch 227/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 87 Batch 228/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 87 Batch 229/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.001 Epoch 87 Batch 230/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 87 Batch 231/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 87 Batch 232/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 87 Batch 233/269 - Train Accuracy: 0.988, Validation Accuracy: 0.969, Loss: 0.001 Epoch 87 Batch 234/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 87 Batch 235/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.001 Epoch 87 Batch 236/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 87 Batch 237/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.001 Epoch 87 Batch 238/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 87 Batch 239/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 87 Batch 240/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 87 Batch 241/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 87 Batch 242/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.001 Epoch 87 Batch 243/269 - Train Accuracy: 0.988, Validation Accuracy: 0.970, Loss: 0.001 Epoch 87 Batch 244/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 87 Batch 245/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 87 Batch 246/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 87 Batch 247/269 - Train Accuracy: 0.988, Validation Accuracy: 0.971, Loss: 0.002 Epoch 87 Batch 248/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 87 Batch 249/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 87 Batch 250/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.001 Epoch 87 Batch 251/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 87 Batch 252/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.001 Epoch 87 Batch 253/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 87 Batch 254/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 87 Batch 255/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 87 Batch 256/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 87 Batch 257/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 87 Batch 258/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.002 Epoch 87 Batch 259/269 - Train Accuracy: 0.983, Validation Accuracy: 0.961, Loss: 0.003 Epoch 87 Batch 260/269 - Train Accuracy: 0.982, Validation Accuracy: 0.959, Loss: 0.002 Epoch 87 Batch 261/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.003 Epoch 87 Batch 262/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.004 Epoch 87 Batch 263/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 87 Batch 264/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 87 Batch 265/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 87 Batch 266/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.001 Epoch 87 Batch 267/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 88 Batch 0/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 88 Batch 1/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.003 Epoch 88 Batch 2/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.002 Epoch 88 Batch 3/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 88 Batch 4/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.001 Epoch 88 Batch 5/269 - Train Accuracy: 0.979, Validation Accuracy: 0.957, Loss: 0.002 Epoch 88 Batch 6/269 - Train Accuracy: 0.982, Validation Accuracy: 0.960, Loss: 0.002 Epoch 88 Batch 7/269 - Train Accuracy: 0.984, Validation Accuracy: 0.959, Loss: 0.003 Epoch 88 Batch 8/269 - Train Accuracy: 0.983, Validation Accuracy: 0.960, Loss: 0.003 Epoch 88 Batch 9/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 88 Batch 10/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 88 Batch 11/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 88 Batch 12/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 88 Batch 13/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 88 Batch 14/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.003 Epoch 88 Batch 15/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.002 Epoch 88 Batch 16/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 88 Batch 17/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 88 Batch 18/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 88 Batch 19/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.002 Epoch 88 Batch 20/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 88 Batch 21/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 88 Batch 22/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 88 Batch 23/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 88 Batch 24/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 88 Batch 25/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 88 Batch 26/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.001 Epoch 88 Batch 27/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 88 Batch 28/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.003 Epoch 88 Batch 29/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 88 Batch 30/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 88 Batch 31/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 88 Batch 32/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.001 Epoch 88 Batch 33/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 88 Batch 34/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 88 Batch 35/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.004 Epoch 88 Batch 36/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 88 Batch 37/269 - Train Accuracy: 0.988, Validation Accuracy: 0.965, Loss: 0.001 Epoch 88 Batch 38/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 88 Batch 39/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.001 Epoch 88 Batch 40/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 88 Batch 41/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 88 Batch 42/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 88 Batch 43/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 88 Batch 44/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 88 Batch 45/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 88 Batch 46/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.001 Epoch 88 Batch 47/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 88 Batch 48/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 88 Batch 49/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 88 Batch 50/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 88 Batch 51/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.001 Epoch 88 Batch 52/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 88 Batch 53/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 88 Batch 54/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 88 Batch 55/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 88 Batch 56/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 88 Batch 57/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.002 Epoch 88 Batch 58/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 88 Batch 59/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 88 Batch 60/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.003 Epoch 88 Batch 61/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.002 Epoch 88 Batch 62/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 88 Batch 63/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 88 Batch 64/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.002 Epoch 88 Batch 65/269 - Train Accuracy: 0.986, Validation Accuracy: 0.973, Loss: 0.001 Epoch 88 Batch 66/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 88 Batch 67/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.002 Epoch 88 Batch 68/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.001 Epoch 88 Batch 69/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 88 Batch 70/269 - Train Accuracy: 0.985, Validation Accuracy: 0.974, Loss: 0.002 Epoch 88 Batch 71/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.003 Epoch 88 Batch 72/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.001 Epoch 88 Batch 73/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 88 Batch 74/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.001 Epoch 88 Batch 75/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.002 Epoch 88 Batch 76/269 - Train Accuracy: 0.983, Validation Accuracy: 0.959, Loss: 0.002 Epoch 88 Batch 77/269 - Train Accuracy: 0.987, Validation Accuracy: 0.960, Loss: 0.002 Epoch 88 Batch 78/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.002 Epoch 88 Batch 79/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.003 Epoch 88 Batch 80/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.002 Epoch 88 Batch 81/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 88 Batch 82/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.001 Epoch 88 Batch 83/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 88 Batch 84/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 88 Batch 85/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 88 Batch 86/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 88 Batch 87/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 88 Batch 88/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 88 Batch 89/269 - Train Accuracy: 0.988, Validation Accuracy: 0.970, Loss: 0.001 Epoch 88 Batch 90/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 88 Batch 91/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 88 Batch 92/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 88 Batch 93/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.001 Epoch 88 Batch 94/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 88 Batch 95/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 88 Batch 96/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 88 Batch 97/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 88 Batch 98/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.001 Epoch 88 Batch 99/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 88 Batch 100/269 - Train Accuracy: 0.988, Validation Accuracy: 0.967, Loss: 0.002 Epoch 88 Batch 101/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 88 Batch 102/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 88 Batch 103/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 88 Batch 104/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 88 Batch 105/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.001 Epoch 88 Batch 106/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.002 Epoch 88 Batch 107/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 88 Batch 108/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 88 Batch 109/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.002 Epoch 88 Batch 110/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 88 Batch 111/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 88 Batch 112/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.001 Epoch 88 Batch 113/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.002 Epoch 88 Batch 114/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.001 Epoch 88 Batch 115/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 88 Batch 116/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 88 Batch 117/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.001 Epoch 88 Batch 118/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.003 Epoch 88 Batch 119/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.002 Epoch 88 Batch 120/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 88 Batch 121/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 88 Batch 122/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.001 Epoch 88 Batch 123/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.002 Epoch 88 Batch 124/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 88 Batch 125/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.001 Epoch 88 Batch 126/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 88 Batch 127/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 88 Batch 128/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.001 Epoch 88 Batch 129/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.002 Epoch 88 Batch 130/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 88 Batch 131/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.003 Epoch 88 Batch 132/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 88 Batch 133/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 88 Batch 134/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.001 Epoch 88 Batch 135/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 88 Batch 136/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.003 Epoch 88 Batch 137/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 88 Batch 138/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 88 Batch 139/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 88 Batch 140/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 88 Batch 141/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 88 Batch 142/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 88 Batch 143/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 88 Batch 144/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.001 Epoch 88 Batch 145/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 88 Batch 146/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 88 Batch 147/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.001 Epoch 88 Batch 148/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 88 Batch 149/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 88 Batch 150/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 88 Batch 151/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 88 Batch 152/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.002 Epoch 88 Batch 153/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.002 Epoch 88 Batch 154/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.001 Epoch 88 Batch 155/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 88 Batch 156/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 88 Batch 157/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 88 Batch 158/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.002 Epoch 88 Batch 159/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 88 Batch 160/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 88 Batch 161/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 88 Batch 162/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 88 Batch 163/269 - Train Accuracy: 0.988, Validation Accuracy: 0.969, Loss: 0.002 Epoch 88 Batch 164/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.001 Epoch 88 Batch 165/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 88 Batch 166/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 88 Batch 167/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 88 Batch 168/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 88 Batch 169/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.001 Epoch 88 Batch 170/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 88 Batch 171/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 88 Batch 172/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.001 Epoch 88 Batch 173/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 88 Batch 174/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.001 Epoch 88 Batch 175/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 88 Batch 176/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.002 Epoch 88 Batch 177/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 88 Batch 178/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 88 Batch 179/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 88 Batch 180/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 88 Batch 181/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 88 Batch 182/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 88 Batch 183/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.001 Epoch 88 Batch 184/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.002 Epoch 88 Batch 185/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 88 Batch 186/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.001 Epoch 88 Batch 187/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 88 Batch 188/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.001 Epoch 88 Batch 189/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.001 Epoch 88 Batch 190/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 88 Batch 191/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 88 Batch 192/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.001 Epoch 88 Batch 193/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.001 Epoch 88 Batch 194/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.001 Epoch 88 Batch 195/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 88 Batch 196/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 88 Batch 197/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 88 Batch 198/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.001 Epoch 88 Batch 199/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.002 Epoch 88 Batch 200/269 - Train Accuracy: 0.988, Validation Accuracy: 0.962, Loss: 0.001 Epoch 88 Batch 201/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 88 Batch 202/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 88 Batch 203/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.001 Epoch 88 Batch 204/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.001 Epoch 88 Batch 205/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.001 Epoch 88 Batch 206/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 88 Batch 207/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.001 Epoch 88 Batch 208/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 88 Batch 209/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 88 Batch 210/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.002 Epoch 88 Batch 211/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 88 Batch 212/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.002 Epoch 88 Batch 213/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 88 Batch 214/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 88 Batch 215/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.001 Epoch 88 Batch 216/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 88 Batch 217/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 88 Batch 218/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.001 Epoch 88 Batch 219/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.001 Epoch 88 Batch 220/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.002 Epoch 88 Batch 221/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 88 Batch 222/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 88 Batch 223/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.001 Epoch 88 Batch 224/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.002 Epoch 88 Batch 225/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.001 Epoch 88 Batch 226/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.002 Epoch 88 Batch 227/269 - Train Accuracy: 0.988, Validation Accuracy: 0.966, Loss: 0.002 Epoch 88 Batch 228/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.001 Epoch 88 Batch 229/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.001 Epoch 88 Batch 230/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.001 Epoch 88 Batch 231/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 88 Batch 232/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 88 Batch 233/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.002 Epoch 88 Batch 234/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 88 Batch 235/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.001 Epoch 88 Batch 236/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 88 Batch 237/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.001 Epoch 88 Batch 238/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 88 Batch 239/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 88 Batch 240/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 88 Batch 241/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 88 Batch 242/269 - Train Accuracy: 0.983, Validation Accuracy: 0.975, Loss: 0.001 Epoch 88 Batch 243/269 - Train Accuracy: 0.988, Validation Accuracy: 0.973, Loss: 0.001 Epoch 88 Batch 244/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.002 Epoch 88 Batch 245/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 88 Batch 246/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 88 Batch 247/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 88 Batch 248/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 88 Batch 249/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.001 Epoch 88 Batch 250/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 88 Batch 251/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.001 Epoch 88 Batch 252/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.001 Epoch 88 Batch 253/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 88 Batch 254/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 88 Batch 255/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 88 Batch 256/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.001 Epoch 88 Batch 257/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.002 Epoch 88 Batch 258/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.002 Epoch 88 Batch 259/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.003 Epoch 88 Batch 260/269 - Train Accuracy: 0.984, Validation Accuracy: 0.954, Loss: 0.002 Epoch 88 Batch 261/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.003 Epoch 88 Batch 262/269 - Train Accuracy: 0.984, Validation Accuracy: 0.961, Loss: 0.003 Epoch 88 Batch 263/269 - Train Accuracy: 0.988, Validation Accuracy: 0.964, Loss: 0.002 Epoch 88 Batch 264/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 88 Batch 265/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.001 Epoch 88 Batch 266/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.001 Epoch 88 Batch 267/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.003 Epoch 89 Batch 0/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 89 Batch 1/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.004 Epoch 89 Batch 2/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 89 Batch 3/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 89 Batch 4/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 89 Batch 5/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.002 Epoch 89 Batch 6/269 - Train Accuracy: 0.982, Validation Accuracy: 0.959, Loss: 0.003 Epoch 89 Batch 7/269 - Train Accuracy: 0.982, Validation Accuracy: 0.956, Loss: 0.002 Epoch 89 Batch 8/269 - Train Accuracy: 0.984, Validation Accuracy: 0.956, Loss: 0.003 Epoch 89 Batch 9/269 - Train Accuracy: 0.985, Validation Accuracy: 0.957, Loss: 0.002 Epoch 89 Batch 10/269 - Train Accuracy: 0.987, Validation Accuracy: 0.956, Loss: 0.001 Epoch 89 Batch 11/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.003 Epoch 89 Batch 12/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 89 Batch 13/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 89 Batch 14/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.003 Epoch 89 Batch 15/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.002 Epoch 89 Batch 16/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 89 Batch 17/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 89 Batch 18/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 89 Batch 19/269 - Train Accuracy: 0.988, Validation Accuracy: 0.969, Loss: 0.002 Epoch 89 Batch 20/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 89 Batch 21/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.001 Epoch 89 Batch 22/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.002 Epoch 89 Batch 23/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 89 Batch 24/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 89 Batch 25/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 89 Batch 26/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 89 Batch 27/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 89 Batch 28/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.002 Epoch 89 Batch 29/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 89 Batch 30/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.002 Epoch 89 Batch 31/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 89 Batch 32/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.001 Epoch 89 Batch 33/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 89 Batch 34/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 89 Batch 35/269 - Train Accuracy: 0.986, Validation Accuracy: 0.974, Loss: 0.004 Epoch 89 Batch 36/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.001 Epoch 89 Batch 37/269 - Train Accuracy: 0.988, Validation Accuracy: 0.972, Loss: 0.002 Epoch 89 Batch 38/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 89 Batch 39/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 89 Batch 40/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 89 Batch 41/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 89 Batch 42/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 89 Batch 43/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 89 Batch 44/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 89 Batch 45/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 89 Batch 46/269 - Train Accuracy: 0.986, Validation Accuracy: 0.973, Loss: 0.001 Epoch 89 Batch 47/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 89 Batch 48/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 89 Batch 49/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 89 Batch 50/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 89 Batch 51/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 89 Batch 52/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 89 Batch 53/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 89 Batch 54/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 89 Batch 55/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 89 Batch 56/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 89 Batch 57/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.003 Epoch 89 Batch 58/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 89 Batch 59/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 89 Batch 60/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 89 Batch 61/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 89 Batch 62/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 89 Batch 63/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 89 Batch 64/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 89 Batch 65/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 89 Batch 66/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 89 Batch 67/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 89 Batch 68/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 89 Batch 69/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 89 Batch 70/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 89 Batch 71/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 89 Batch 72/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.001 Epoch 89 Batch 73/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 89 Batch 74/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 89 Batch 75/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.002 Epoch 89 Batch 76/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 89 Batch 77/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 89 Batch 78/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.001 Epoch 89 Batch 79/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.002 Epoch 89 Batch 80/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.002 Epoch 89 Batch 81/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 89 Batch 82/269 - Train Accuracy: 0.988, Validation Accuracy: 0.967, Loss: 0.001 Epoch 89 Batch 83/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 89 Batch 84/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 89 Batch 85/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 89 Batch 86/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.001 Epoch 89 Batch 87/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 89 Batch 88/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 89 Batch 89/269 - Train Accuracy: 0.988, Validation Accuracy: 0.967, Loss: 0.002 Epoch 89 Batch 90/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 89 Batch 91/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 89 Batch 92/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 89 Batch 93/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 89 Batch 94/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 89 Batch 95/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 89 Batch 96/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 89 Batch 97/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 89 Batch 98/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 89 Batch 99/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 89 Batch 100/269 - Train Accuracy: 0.989, Validation Accuracy: 0.967, Loss: 0.002 Epoch 89 Batch 101/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 89 Batch 102/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 89 Batch 103/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 89 Batch 104/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 89 Batch 105/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 89 Batch 106/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 89 Batch 107/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.001 Epoch 89 Batch 108/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 89 Batch 109/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 89 Batch 110/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 89 Batch 111/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 89 Batch 112/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.001 Epoch 89 Batch 113/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.002 Epoch 89 Batch 114/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 89 Batch 115/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 89 Batch 116/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 89 Batch 117/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 89 Batch 118/269 - Train Accuracy: 0.989, Validation Accuracy: 0.969, Loss: 0.002 Epoch 89 Batch 119/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.001 Epoch 89 Batch 120/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 89 Batch 121/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 89 Batch 122/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 89 Batch 123/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.001 Epoch 89 Batch 124/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 89 Batch 125/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.001 Epoch 89 Batch 126/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 89 Batch 127/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.002 Epoch 89 Batch 128/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.001 Epoch 89 Batch 129/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.002 Epoch 89 Batch 130/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.002 Epoch 89 Batch 131/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.002 Epoch 89 Batch 132/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 89 Batch 133/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.002 Epoch 89 Batch 134/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 89 Batch 135/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.002 Epoch 89 Batch 136/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 89 Batch 137/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 89 Batch 138/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.001 Epoch 89 Batch 139/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 89 Batch 140/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 89 Batch 141/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 89 Batch 142/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.002 Epoch 89 Batch 143/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 89 Batch 144/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 89 Batch 145/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 89 Batch 146/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 89 Batch 147/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.001 Epoch 89 Batch 148/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 89 Batch 149/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 89 Batch 150/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 89 Batch 151/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.001 Epoch 89 Batch 152/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 89 Batch 153/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 89 Batch 154/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.001 Epoch 89 Batch 155/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 89 Batch 156/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.001 Epoch 89 Batch 157/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 89 Batch 158/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.001 Epoch 89 Batch 159/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 89 Batch 160/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 89 Batch 161/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 89 Batch 162/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.001 Epoch 89 Batch 163/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.001 Epoch 89 Batch 164/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 89 Batch 165/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 89 Batch 166/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 89 Batch 167/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.001 Epoch 89 Batch 168/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.001 Epoch 89 Batch 169/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.001 Epoch 89 Batch 170/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.001 Epoch 89 Batch 171/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.001 Epoch 89 Batch 172/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 89 Batch 173/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 89 Batch 174/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.001 Epoch 89 Batch 175/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 89 Batch 176/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 89 Batch 177/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.001 Epoch 89 Batch 178/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 89 Batch 179/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.001 Epoch 89 Batch 180/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 89 Batch 181/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 89 Batch 182/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 89 Batch 183/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.001 Epoch 89 Batch 184/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.003 Epoch 89 Batch 185/269 - Train Accuracy: 0.988, Validation Accuracy: 0.971, Loss: 0.002 Epoch 89 Batch 186/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 89 Batch 187/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.001 Epoch 89 Batch 188/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.001 Epoch 89 Batch 189/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 89 Batch 190/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 89 Batch 191/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.001 Epoch 89 Batch 192/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.001 Epoch 89 Batch 193/269 - Train Accuracy: 0.984, Validation Accuracy: 0.962, Loss: 0.002 Epoch 89 Batch 194/269 - Train Accuracy: 0.987, Validation Accuracy: 0.964, Loss: 0.002 Epoch 89 Batch 195/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.001 Epoch 89 Batch 196/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.002 Epoch 89 Batch 197/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.002 Epoch 89 Batch 198/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 89 Batch 199/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.001 Epoch 89 Batch 200/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.001 Epoch 89 Batch 201/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 89 Batch 202/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 89 Batch 203/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 89 Batch 204/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.002 Epoch 89 Batch 205/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 89 Batch 206/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.003 Epoch 89 Batch 207/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 89 Batch 208/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 89 Batch 209/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 89 Batch 210/269 - Train Accuracy: 0.988, Validation Accuracy: 0.970, Loss: 0.001 Epoch 89 Batch 211/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.001 Epoch 89 Batch 212/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 89 Batch 213/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 89 Batch 214/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 89 Batch 215/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.001 Epoch 89 Batch 216/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 89 Batch 217/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 89 Batch 218/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.001 Epoch 89 Batch 219/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.001 Epoch 89 Batch 220/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 89 Batch 221/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 89 Batch 222/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 89 Batch 223/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 89 Batch 224/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 89 Batch 225/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 89 Batch 226/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 89 Batch 227/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 89 Batch 228/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 89 Batch 229/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 89 Batch 230/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.001 Epoch 89 Batch 231/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 89 Batch 232/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 89 Batch 233/269 - Train Accuracy: 0.988, Validation Accuracy: 0.969, Loss: 0.001 Epoch 89 Batch 234/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.001 Epoch 89 Batch 235/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 89 Batch 236/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 89 Batch 237/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.001 Epoch 89 Batch 238/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.001 Epoch 89 Batch 239/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 89 Batch 240/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 89 Batch 241/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 89 Batch 242/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.001 Epoch 89 Batch 243/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.002 Epoch 89 Batch 244/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 89 Batch 245/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 89 Batch 246/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.002 Epoch 89 Batch 247/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.001 Epoch 89 Batch 248/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 89 Batch 249/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 89 Batch 250/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.001 Epoch 89 Batch 251/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 89 Batch 252/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.001 Epoch 89 Batch 253/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.001 Epoch 89 Batch 254/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.002 Epoch 89 Batch 255/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.003 Epoch 89 Batch 256/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.002 Epoch 89 Batch 257/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 89 Batch 258/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 89 Batch 259/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.002 Epoch 89 Batch 260/269 - Train Accuracy: 0.984, Validation Accuracy: 0.958, Loss: 0.001 Epoch 89 Batch 261/269 - Train Accuracy: 0.981, Validation Accuracy: 0.957, Loss: 0.003 Epoch 89 Batch 262/269 - Train Accuracy: 0.981, Validation Accuracy: 0.957, Loss: 0.002 Epoch 89 Batch 263/269 - Train Accuracy: 0.986, Validation Accuracy: 0.959, Loss: 0.003 Epoch 89 Batch 264/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 89 Batch 265/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 89 Batch 266/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.001 Epoch 89 Batch 267/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.002 Epoch 90 Batch 0/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 90 Batch 1/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.004 Epoch 90 Batch 2/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 90 Batch 3/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 90 Batch 4/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 90 Batch 5/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.002 Epoch 90 Batch 6/269 - Train Accuracy: 0.985, Validation Accuracy: 0.959, Loss: 0.001 Epoch 90 Batch 7/269 - Train Accuracy: 0.982, Validation Accuracy: 0.956, Loss: 0.002 Epoch 90 Batch 8/269 - Train Accuracy: 0.983, Validation Accuracy: 0.956, Loss: 0.003 Epoch 90 Batch 9/269 - Train Accuracy: 0.983, Validation Accuracy: 0.960, Loss: 0.003 Epoch 90 Batch 10/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 90 Batch 11/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 90 Batch 12/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 90 Batch 13/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.001 Epoch 90 Batch 14/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 90 Batch 15/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.002 Epoch 90 Batch 16/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 90 Batch 17/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 90 Batch 18/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.001 Epoch 90 Batch 19/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 90 Batch 20/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 90 Batch 21/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 90 Batch 22/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 90 Batch 23/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 90 Batch 24/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 90 Batch 25/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 90 Batch 26/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 90 Batch 27/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 90 Batch 28/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.002 Epoch 90 Batch 29/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 90 Batch 30/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 90 Batch 31/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 90 Batch 32/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.001 Epoch 90 Batch 33/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 90 Batch 34/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 90 Batch 35/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 90 Batch 36/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 90 Batch 37/269 - Train Accuracy: 0.988, Validation Accuracy: 0.970, Loss: 0.002 Epoch 90 Batch 38/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 90 Batch 39/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 90 Batch 40/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 90 Batch 41/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 90 Batch 42/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 90 Batch 43/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 90 Batch 44/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 90 Batch 45/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 90 Batch 46/269 - Train Accuracy: 0.986, Validation Accuracy: 0.973, Loss: 0.001 Epoch 90 Batch 47/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.001 Epoch 90 Batch 48/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 90 Batch 49/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.001 Epoch 90 Batch 50/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 90 Batch 51/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.001 Epoch 90 Batch 52/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 90 Batch 53/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 90 Batch 54/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 90 Batch 55/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 90 Batch 56/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 90 Batch 57/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 90 Batch 58/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.001 Epoch 90 Batch 59/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 90 Batch 60/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.002 Epoch 90 Batch 61/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 90 Batch 62/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 90 Batch 63/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 90 Batch 64/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 90 Batch 65/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 90 Batch 66/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 90 Batch 67/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 90 Batch 68/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 90 Batch 69/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 90 Batch 70/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 90 Batch 71/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 90 Batch 72/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.001 Epoch 90 Batch 73/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 90 Batch 74/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 90 Batch 75/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.002 Epoch 90 Batch 76/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 90 Batch 77/269 - Train Accuracy: 0.988, Validation Accuracy: 0.965, Loss: 0.002 Epoch 90 Batch 78/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.001 Epoch 90 Batch 79/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.002 Epoch 90 Batch 80/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.002 Epoch 90 Batch 81/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.002 Epoch 90 Batch 82/269 - Train Accuracy: 0.988, Validation Accuracy: 0.965, Loss: 0.001 Epoch 90 Batch 83/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.002 Epoch 90 Batch 84/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 90 Batch 85/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 90 Batch 86/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 90 Batch 87/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 90 Batch 88/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 90 Batch 89/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.002 Epoch 90 Batch 90/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.001 Epoch 90 Batch 91/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.002 Epoch 90 Batch 92/269 - Train Accuracy: 0.986, Validation Accuracy: 0.962, Loss: 0.002 Epoch 90 Batch 93/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.002 Epoch 90 Batch 94/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.001 Epoch 90 Batch 95/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.001 Epoch 90 Batch 96/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.001 Epoch 90 Batch 97/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.002 Epoch 90 Batch 98/269 - Train Accuracy: 0.984, Validation Accuracy: 0.962, Loss: 0.002 Epoch 90 Batch 99/269 - Train Accuracy: 0.982, Validation Accuracy: 0.961, Loss: 0.002 Epoch 90 Batch 100/269 - Train Accuracy: 0.986, Validation Accuracy: 0.962, Loss: 0.002 Epoch 90 Batch 101/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.002 Epoch 90 Batch 102/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.001 Epoch 90 Batch 103/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 90 Batch 104/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 90 Batch 105/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 90 Batch 106/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 90 Batch 107/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 90 Batch 108/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.001 Epoch 90 Batch 109/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.001 Epoch 90 Batch 110/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.001 Epoch 90 Batch 111/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.002 Epoch 90 Batch 112/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.001 Epoch 90 Batch 113/269 - Train Accuracy: 0.980, Validation Accuracy: 0.974, Loss: 0.002 Epoch 90 Batch 114/269 - Train Accuracy: 0.985, Validation Accuracy: 0.974, Loss: 0.001 Epoch 90 Batch 115/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.001 Epoch 90 Batch 116/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.001 Epoch 90 Batch 117/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.001 Epoch 90 Batch 118/269 - Train Accuracy: 0.988, Validation Accuracy: 0.970, Loss: 0.002 Epoch 90 Batch 119/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 90 Batch 120/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 90 Batch 121/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.002 Epoch 90 Batch 122/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 90 Batch 123/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.001 Epoch 90 Batch 124/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 90 Batch 125/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 90 Batch 126/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 90 Batch 127/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 90 Batch 128/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.001 Epoch 90 Batch 129/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.001 Epoch 90 Batch 130/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 90 Batch 131/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 90 Batch 132/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 90 Batch 133/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 90 Batch 134/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 90 Batch 135/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 90 Batch 136/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.001 Epoch 90 Batch 137/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 90 Batch 138/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.001 Epoch 90 Batch 139/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.001 Epoch 90 Batch 140/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 90 Batch 141/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 90 Batch 142/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 90 Batch 143/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.001 Epoch 90 Batch 144/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 90 Batch 145/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.001 Epoch 90 Batch 146/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 90 Batch 147/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.001 Epoch 90 Batch 148/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 90 Batch 149/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.001 Epoch 90 Batch 150/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 90 Batch 151/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.001 Epoch 90 Batch 152/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.001 Epoch 90 Batch 153/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 90 Batch 154/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.001 Epoch 90 Batch 155/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 90 Batch 156/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 90 Batch 157/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 90 Batch 158/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 90 Batch 159/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.001 Epoch 90 Batch 160/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 90 Batch 161/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.001 Epoch 90 Batch 162/269 - Train Accuracy: 0.986, Validation Accuracy: 0.973, Loss: 0.002 Epoch 90 Batch 163/269 - Train Accuracy: 0.988, Validation Accuracy: 0.973, Loss: 0.002 Epoch 90 Batch 164/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.001 Epoch 90 Batch 165/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 90 Batch 166/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 90 Batch 167/269 - Train Accuracy: 0.988, Validation Accuracy: 0.969, Loss: 0.002 Epoch 90 Batch 168/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 90 Batch 169/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.001 Epoch 90 Batch 170/269 - Train Accuracy: 0.987, Validation Accuracy: 0.973, Loss: 0.002 Epoch 90 Batch 171/269 - Train Accuracy: 0.983, Validation Accuracy: 0.974, Loss: 0.002 Epoch 90 Batch 172/269 - Train Accuracy: 0.986, Validation Accuracy: 0.974, Loss: 0.001 Epoch 90 Batch 173/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.001 Epoch 90 Batch 174/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.001 Epoch 90 Batch 175/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 90 Batch 176/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.001 Epoch 90 Batch 177/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 90 Batch 178/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.001 Epoch 90 Batch 179/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.001 Epoch 90 Batch 180/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 90 Batch 181/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 90 Batch 182/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 90 Batch 183/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.001 Epoch 90 Batch 184/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 90 Batch 185/269 - Train Accuracy: 0.989, Validation Accuracy: 0.969, Loss: 0.001 Epoch 90 Batch 186/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 90 Batch 187/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.001 Epoch 90 Batch 188/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.001 Epoch 90 Batch 189/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 90 Batch 190/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 90 Batch 191/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 90 Batch 192/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 90 Batch 193/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.001 Epoch 90 Batch 194/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.001 Epoch 90 Batch 195/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 90 Batch 196/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 90 Batch 197/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 90 Batch 198/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 90 Batch 199/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.001 Epoch 90 Batch 200/269 - Train Accuracy: 0.989, Validation Accuracy: 0.963, Loss: 0.001 Epoch 90 Batch 201/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.002 Epoch 90 Batch 202/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 90 Batch 203/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 90 Batch 204/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.001 Epoch 90 Batch 205/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.001 Epoch 90 Batch 206/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 90 Batch 207/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.001 Epoch 90 Batch 208/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 90 Batch 209/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 90 Batch 210/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.001 Epoch 90 Batch 211/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 90 Batch 212/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.002 Epoch 90 Batch 213/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 90 Batch 214/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.001 Epoch 90 Batch 215/269 - Train Accuracy: 0.989, Validation Accuracy: 0.970, Loss: 0.001 Epoch 90 Batch 216/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.002 Epoch 90 Batch 217/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.001 Epoch 90 Batch 218/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.001 Epoch 90 Batch 219/269 - Train Accuracy: 0.988, Validation Accuracy: 0.969, Loss: 0.001 Epoch 90 Batch 220/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.002 Epoch 90 Batch 221/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 90 Batch 222/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.001 Epoch 90 Batch 223/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 90 Batch 224/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 90 Batch 225/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 90 Batch 226/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.001 Epoch 90 Batch 227/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.002 Epoch 90 Batch 228/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.001 Epoch 90 Batch 229/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.001 Epoch 90 Batch 230/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 90 Batch 231/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 90 Batch 232/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 90 Batch 233/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.002 Epoch 90 Batch 234/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 90 Batch 235/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.001 Epoch 90 Batch 236/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 90 Batch 237/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.001 Epoch 90 Batch 238/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.001 Epoch 90 Batch 239/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 90 Batch 240/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 90 Batch 241/269 - Train Accuracy: 0.984, Validation Accuracy: 0.974, Loss: 0.003 Epoch 90 Batch 242/269 - Train Accuracy: 0.983, Validation Accuracy: 0.974, Loss: 0.001 Epoch 90 Batch 243/269 - Train Accuracy: 0.987, Validation Accuracy: 0.973, Loss: 0.001 Epoch 90 Batch 244/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.001 Epoch 90 Batch 245/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.001 Epoch 90 Batch 246/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.001 Epoch 90 Batch 247/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 90 Batch 248/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 90 Batch 249/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 90 Batch 250/269 - Train Accuracy: 0.988, Validation Accuracy: 0.971, Loss: 0.002 Epoch 90 Batch 251/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 90 Batch 252/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.001 Epoch 90 Batch 253/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 90 Batch 254/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 90 Batch 255/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 90 Batch 256/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.001 Epoch 90 Batch 257/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 90 Batch 258/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 90 Batch 259/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 90 Batch 260/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.001 Epoch 90 Batch 261/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.001 Epoch 90 Batch 262/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.002 Epoch 90 Batch 263/269 - Train Accuracy: 0.984, Validation Accuracy: 0.962, Loss: 0.002 Epoch 90 Batch 264/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 90 Batch 265/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 90 Batch 266/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 90 Batch 267/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 91 Batch 0/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 91 Batch 1/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.003 Epoch 91 Batch 2/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 91 Batch 3/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 91 Batch 4/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 5/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 91 Batch 6/269 - Train Accuracy: 0.985, Validation Accuracy: 0.956, Loss: 0.001 Epoch 91 Batch 7/269 - Train Accuracy: 0.984, Validation Accuracy: 0.954, Loss: 0.001 Epoch 91 Batch 8/269 - Train Accuracy: 0.983, Validation Accuracy: 0.954, Loss: 0.003 Epoch 91 Batch 9/269 - Train Accuracy: 0.981, Validation Accuracy: 0.955, Loss: 0.002 Epoch 91 Batch 10/269 - Train Accuracy: 0.986, Validation Accuracy: 0.957, Loss: 0.003 Epoch 91 Batch 11/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 91 Batch 12/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 91 Batch 13/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 91 Batch 14/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.002 Epoch 91 Batch 15/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 91 Batch 16/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.004 Epoch 91 Batch 17/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 18/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 91 Batch 19/269 - Train Accuracy: 0.988, Validation Accuracy: 0.972, Loss: 0.001 Epoch 91 Batch 20/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 21/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 22/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 91 Batch 23/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 91 Batch 24/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 91 Batch 25/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 91 Batch 26/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.001 Epoch 91 Batch 27/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 91 Batch 28/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.002 Epoch 91 Batch 29/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.002 Epoch 91 Batch 30/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 91 Batch 31/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 91 Batch 32/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.001 Epoch 91 Batch 33/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.001 Epoch 91 Batch 34/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.001 Epoch 91 Batch 35/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 91 Batch 36/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.001 Epoch 91 Batch 37/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.002 Epoch 91 Batch 38/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.002 Epoch 91 Batch 39/269 - Train Accuracy: 0.986, Validation Accuracy: 0.973, Loss: 0.001 Epoch 91 Batch 40/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 91 Batch 41/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.001 Epoch 91 Batch 42/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 43/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 91 Batch 44/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 91 Batch 45/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 91 Batch 46/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 91 Batch 47/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.001 Epoch 91 Batch 48/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.001 Epoch 91 Batch 49/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 91 Batch 50/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.001 Epoch 91 Batch 51/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.001 Epoch 91 Batch 52/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 91 Batch 53/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 91 Batch 54/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 91 Batch 55/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 91 Batch 56/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 91 Batch 57/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 91 Batch 58/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 91 Batch 59/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 91 Batch 60/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 91 Batch 61/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.001 Epoch 91 Batch 62/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 91 Batch 63/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 91 Batch 64/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 91 Batch 65/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.001 Epoch 91 Batch 66/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.001 Epoch 91 Batch 67/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 91 Batch 68/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.001 Epoch 91 Batch 69/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 70/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 71/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 72/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.001 Epoch 91 Batch 73/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 91 Batch 74/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 91 Batch 75/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.001 Epoch 91 Batch 76/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 77/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.001 Epoch 91 Batch 78/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 91 Batch 79/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 91 Batch 80/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 91 Batch 81/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.001 Epoch 91 Batch 82/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.001 Epoch 91 Batch 83/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 91 Batch 84/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 91 Batch 85/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 91 Batch 86/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 91 Batch 87/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 91 Batch 88/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 91 Batch 89/269 - Train Accuracy: 0.989, Validation Accuracy: 0.970, Loss: 0.001 Epoch 91 Batch 90/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 91 Batch 91/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 91 Batch 92/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 91 Batch 93/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 94/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 95/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.001 Epoch 91 Batch 96/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.001 Epoch 91 Batch 97/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 91 Batch 98/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 91 Batch 99/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 91 Batch 100/269 - Train Accuracy: 0.988, Validation Accuracy: 0.966, Loss: 0.001 Epoch 91 Batch 101/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 91 Batch 102/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 91 Batch 103/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 91 Batch 104/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 91 Batch 105/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.001 Epoch 91 Batch 106/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 91 Batch 107/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 91 Batch 108/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 91 Batch 109/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 91 Batch 110/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 91 Batch 111/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 91 Batch 112/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 91 Batch 113/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.003 Epoch 91 Batch 114/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.001 Epoch 91 Batch 115/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 116/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 117/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 91 Batch 118/269 - Train Accuracy: 0.989, Validation Accuracy: 0.970, Loss: 0.002 Epoch 91 Batch 119/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 91 Batch 120/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 91 Batch 121/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.001 Epoch 91 Batch 122/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 91 Batch 123/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 91 Batch 124/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.002 Epoch 91 Batch 125/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 91 Batch 126/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 127/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.001 Epoch 91 Batch 128/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 91 Batch 129/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 91 Batch 130/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 91 Batch 131/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 91 Batch 132/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 91 Batch 133/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.002 Epoch 91 Batch 134/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 91 Batch 135/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 136/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 137/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 91 Batch 138/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 91 Batch 139/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 91 Batch 140/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 91 Batch 141/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.003 Epoch 91 Batch 142/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 91 Batch 143/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 91 Batch 144/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 91 Batch 145/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 91 Batch 146/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.001 Epoch 91 Batch 147/269 - Train Accuracy: 0.987, Validation Accuracy: 0.964, Loss: 0.002 Epoch 91 Batch 148/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 91 Batch 149/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 91 Batch 150/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 91 Batch 151/269 - Train Accuracy: 0.988, Validation Accuracy: 0.966, Loss: 0.002 Epoch 91 Batch 152/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 91 Batch 153/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 91 Batch 154/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 91 Batch 155/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 91 Batch 156/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 91 Batch 157/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 91 Batch 158/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 91 Batch 159/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 91 Batch 160/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 91 Batch 161/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 91 Batch 162/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.001 Epoch 91 Batch 163/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.005 Epoch 91 Batch 164/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 91 Batch 165/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 91 Batch 166/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 91 Batch 167/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 91 Batch 168/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.003 Epoch 91 Batch 169/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.001 Epoch 91 Batch 170/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 171/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 91 Batch 172/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 173/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 91 Batch 174/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.001 Epoch 91 Batch 175/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.004 Epoch 91 Batch 176/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 91 Batch 177/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 178/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 179/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 91 Batch 180/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 181/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 91 Batch 182/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 183/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.001 Epoch 91 Batch 184/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 91 Batch 185/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 186/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.001 Epoch 91 Batch 187/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.001 Epoch 91 Batch 188/269 - Train Accuracy: 0.988, Validation Accuracy: 0.969, Loss: 0.002 Epoch 91 Batch 189/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 91 Batch 190/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 91 Batch 191/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.001 Epoch 91 Batch 192/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 91 Batch 193/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 91 Batch 194/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 91 Batch 195/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.001 Epoch 91 Batch 196/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.001 Epoch 91 Batch 197/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 198/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 91 Batch 199/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 91 Batch 200/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.001 Epoch 91 Batch 201/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 91 Batch 202/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 91 Batch 203/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 91 Batch 204/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 91 Batch 205/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.001 Epoch 91 Batch 206/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 91 Batch 207/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 91 Batch 208/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 91 Batch 209/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 91 Batch 210/269 - Train Accuracy: 0.988, Validation Accuracy: 0.969, Loss: 0.001 Epoch 91 Batch 211/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 91 Batch 212/269 - Train Accuracy: 0.988, Validation Accuracy: 0.970, Loss: 0.002 Epoch 91 Batch 213/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.001 Epoch 91 Batch 214/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 215/269 - Train Accuracy: 0.988, Validation Accuracy: 0.970, Loss: 0.002 Epoch 91 Batch 216/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 91 Batch 217/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 91 Batch 218/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.001 Epoch 91 Batch 219/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.001 Epoch 91 Batch 220/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 91 Batch 221/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 222/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 91 Batch 223/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 91 Batch 224/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.003 Epoch 91 Batch 225/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 226/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.001 Epoch 91 Batch 227/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 228/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.001 Epoch 91 Batch 229/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.001 Epoch 91 Batch 230/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.001 Epoch 91 Batch 231/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 91 Batch 232/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 91 Batch 233/269 - Train Accuracy: 0.988, Validation Accuracy: 0.972, Loss: 0.001 Epoch 91 Batch 234/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 91 Batch 235/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 91 Batch 236/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 237/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 91 Batch 238/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.002 Epoch 91 Batch 239/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.002 Epoch 91 Batch 240/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 91 Batch 241/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 91 Batch 242/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.001 Epoch 91 Batch 243/269 - Train Accuracy: 0.988, Validation Accuracy: 0.973, Loss: 0.001 Epoch 91 Batch 244/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 91 Batch 245/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 91 Batch 246/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 91 Batch 247/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.001 Epoch 91 Batch 248/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.001 Epoch 91 Batch 249/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 91 Batch 250/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.002 Epoch 91 Batch 251/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 91 Batch 252/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 91 Batch 253/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 91 Batch 254/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 91 Batch 255/269 - Train Accuracy: 0.988, Validation Accuracy: 0.969, Loss: 0.002 Epoch 91 Batch 256/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 91 Batch 257/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 91 Batch 258/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.001 Epoch 91 Batch 259/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 91 Batch 260/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 91 Batch 261/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 91 Batch 262/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 91 Batch 263/269 - Train Accuracy: 0.985, Validation Accuracy: 0.961, Loss: 0.002 Epoch 91 Batch 264/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 91 Batch 265/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 91 Batch 266/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 91 Batch 267/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 92 Batch 0/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 92 Batch 1/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.002 Epoch 92 Batch 2/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.003 Epoch 92 Batch 3/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 92 Batch 4/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.003 Epoch 92 Batch 5/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.002 Epoch 92 Batch 6/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 92 Batch 7/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.002 Epoch 92 Batch 8/269 - Train Accuracy: 0.984, Validation Accuracy: 0.957, Loss: 0.002 Epoch 92 Batch 9/269 - Train Accuracy: 0.983, Validation Accuracy: 0.954, Loss: 0.001 Epoch 92 Batch 10/269 - Train Accuracy: 0.986, Validation Accuracy: 0.953, Loss: 0.002 Epoch 92 Batch 11/269 - Train Accuracy: 0.983, Validation Accuracy: 0.954, Loss: 0.004 Epoch 92 Batch 12/269 - Train Accuracy: 0.984, Validation Accuracy: 0.959, Loss: 0.003 Epoch 92 Batch 13/269 - Train Accuracy: 0.987, Validation Accuracy: 0.964, Loss: 0.002 Epoch 92 Batch 14/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.001 Epoch 92 Batch 15/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.002 Epoch 92 Batch 16/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 92 Batch 17/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.004 Epoch 92 Batch 18/269 - Train Accuracy: 0.985, Validation Accuracy: 0.974, Loss: 0.002 Epoch 92 Batch 19/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 20/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 92 Batch 21/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 92 Batch 22/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 92 Batch 23/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 92 Batch 24/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 92 Batch 25/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 26/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.001 Epoch 92 Batch 27/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 92 Batch 28/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 29/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 92 Batch 30/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.004 Epoch 92 Batch 31/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 92 Batch 32/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.001 Epoch 92 Batch 33/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.001 Epoch 92 Batch 34/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.001 Epoch 92 Batch 35/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 92 Batch 36/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.001 Epoch 92 Batch 37/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.004 Epoch 92 Batch 38/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 92 Batch 39/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 92 Batch 40/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 92 Batch 41/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 92 Batch 42/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 92 Batch 43/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 44/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 92 Batch 45/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 92 Batch 46/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.001 Epoch 92 Batch 47/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.001 Epoch 92 Batch 48/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 92 Batch 49/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.001 Epoch 92 Batch 50/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.001 Epoch 92 Batch 51/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.001 Epoch 92 Batch 52/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.001 Epoch 92 Batch 53/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.001 Epoch 92 Batch 54/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.002 Epoch 92 Batch 55/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 92 Batch 56/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 92 Batch 57/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.003 Epoch 92 Batch 58/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 92 Batch 59/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 92 Batch 60/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.002 Epoch 92 Batch 61/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 92 Batch 62/269 - Train Accuracy: 0.984, Validation Accuracy: 0.962, Loss: 0.002 Epoch 92 Batch 63/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 92 Batch 64/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.001 Epoch 92 Batch 65/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 92 Batch 66/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 92 Batch 67/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 92 Batch 68/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 92 Batch 69/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 92 Batch 70/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.003 Epoch 92 Batch 71/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 92 Batch 72/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 92 Batch 73/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 92 Batch 74/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 92 Batch 75/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 92 Batch 76/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 92 Batch 77/269 - Train Accuracy: 0.988, Validation Accuracy: 0.966, Loss: 0.002 Epoch 92 Batch 78/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 92 Batch 79/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 92 Batch 80/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 92 Batch 81/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 92 Batch 82/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.001 Epoch 92 Batch 83/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.003 Epoch 92 Batch 84/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 92 Batch 85/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 92 Batch 86/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 92 Batch 87/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 92 Batch 88/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 92 Batch 89/269 - Train Accuracy: 0.988, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 90/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 91/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.001 Epoch 92 Batch 92/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 93/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.001 Epoch 92 Batch 94/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 92 Batch 95/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 96/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.001 Epoch 92 Batch 97/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 92 Batch 98/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 92 Batch 99/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 92 Batch 100/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 92 Batch 101/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 92 Batch 102/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 92 Batch 103/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 92 Batch 104/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 105/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 106/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 92 Batch 107/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.001 Epoch 92 Batch 108/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 92 Batch 109/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 110/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 92 Batch 111/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 92 Batch 112/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.001 Epoch 92 Batch 113/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 114/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 115/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 92 Batch 116/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.001 Epoch 92 Batch 117/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 92 Batch 118/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.003 Epoch 92 Batch 119/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.001 Epoch 92 Batch 120/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 92 Batch 121/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.002 Epoch 92 Batch 122/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.001 Epoch 92 Batch 123/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.002 Epoch 92 Batch 124/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.003 Epoch 92 Batch 125/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.001 Epoch 92 Batch 126/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.001 Epoch 92 Batch 127/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 92 Batch 128/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.001 Epoch 92 Batch 129/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 92 Batch 130/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 92 Batch 131/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 92 Batch 132/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 92 Batch 133/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.002 Epoch 92 Batch 134/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 135/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 136/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.001 Epoch 92 Batch 137/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 92 Batch 138/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 92 Batch 139/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 92 Batch 140/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 92 Batch 141/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.001 Epoch 92 Batch 142/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 92 Batch 143/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.002 Epoch 92 Batch 144/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.001 Epoch 92 Batch 145/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.002 Epoch 92 Batch 146/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.002 Epoch 92 Batch 147/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 92 Batch 148/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 149/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 92 Batch 150/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 151/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.002 Epoch 92 Batch 152/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 153/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.001 Epoch 92 Batch 154/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.001 Epoch 92 Batch 155/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 92 Batch 156/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 92 Batch 157/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 92 Batch 158/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 159/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 92 Batch 160/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.001 Epoch 92 Batch 161/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.001 Epoch 92 Batch 162/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 92 Batch 163/269 - Train Accuracy: 0.988, Validation Accuracy: 0.964, Loss: 0.002 Epoch 92 Batch 164/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 92 Batch 165/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 92 Batch 166/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.001 Epoch 92 Batch 167/269 - Train Accuracy: 0.988, Validation Accuracy: 0.967, Loss: 0.002 Epoch 92 Batch 168/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 92 Batch 169/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 92 Batch 170/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 171/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 92 Batch 172/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 173/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 92 Batch 174/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 175/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 92 Batch 176/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 177/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 92 Batch 178/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 179/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 180/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 92 Batch 181/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 92 Batch 182/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 183/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 92 Batch 184/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 92 Batch 185/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 92 Batch 186/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 92 Batch 187/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.001 Epoch 92 Batch 188/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.001 Epoch 92 Batch 189/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 92 Batch 190/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.002 Epoch 92 Batch 191/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.001 Epoch 92 Batch 192/269 - Train Accuracy: 0.984, Validation Accuracy: 0.961, Loss: 0.001 Epoch 92 Batch 193/269 - Train Accuracy: 0.984, Validation Accuracy: 0.962, Loss: 0.001 Epoch 92 Batch 194/269 - Train Accuracy: 0.987, Validation Accuracy: 0.963, Loss: 0.002 Epoch 92 Batch 195/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.002 Epoch 92 Batch 196/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 92 Batch 197/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.002 Epoch 92 Batch 198/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 92 Batch 199/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.001 Epoch 92 Batch 200/269 - Train Accuracy: 0.990, Validation Accuracy: 0.963, Loss: 0.002 Epoch 92 Batch 201/269 - Train Accuracy: 0.984, Validation Accuracy: 0.961, Loss: 0.002 Epoch 92 Batch 202/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 92 Batch 203/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 92 Batch 204/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 92 Batch 205/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 92 Batch 206/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.002 Epoch 92 Batch 207/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 92 Batch 208/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 92 Batch 209/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 92 Batch 210/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 92 Batch 211/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 92 Batch 212/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 92 Batch 213/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 92 Batch 214/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 92 Batch 215/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.002 Epoch 92 Batch 216/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 92 Batch 217/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 92 Batch 218/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.001 Epoch 92 Batch 219/269 - Train Accuracy: 0.988, Validation Accuracy: 0.969, Loss: 0.001 Epoch 92 Batch 220/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 221/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 92 Batch 222/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 92 Batch 223/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 92 Batch 224/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 225/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 92 Batch 226/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 92 Batch 227/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 92 Batch 228/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 92 Batch 229/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 92 Batch 230/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 92 Batch 231/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 92 Batch 232/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 233/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.002 Epoch 92 Batch 234/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 235/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 92 Batch 236/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.001 Epoch 92 Batch 237/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.001 Epoch 92 Batch 238/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 92 Batch 239/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 92 Batch 240/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 92 Batch 241/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 92 Batch 242/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.001 Epoch 92 Batch 243/269 - Train Accuracy: 0.988, Validation Accuracy: 0.974, Loss: 0.002 Epoch 92 Batch 244/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.003 Epoch 92 Batch 245/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 92 Batch 246/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 92 Batch 247/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 92 Batch 248/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 92 Batch 249/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.001 Epoch 92 Batch 250/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.002 Epoch 92 Batch 251/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 92 Batch 252/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 92 Batch 253/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.002 Epoch 92 Batch 254/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 92 Batch 255/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 92 Batch 256/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 92 Batch 257/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 92 Batch 258/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 92 Batch 259/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.003 Epoch 92 Batch 260/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 92 Batch 261/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.001 Epoch 92 Batch 262/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 92 Batch 263/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 92 Batch 264/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 92 Batch 265/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 92 Batch 266/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 92 Batch 267/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 93 Batch 0/269 - Train Accuracy: 0.987, Validation Accuracy: 0.963, Loss: 0.001 Epoch 93 Batch 1/269 - Train Accuracy: 0.978, Validation Accuracy: 0.958, Loss: 0.003 Epoch 93 Batch 2/269 - Train Accuracy: 0.982, Validation Accuracy: 0.960, Loss: 0.002 Epoch 93 Batch 3/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 93 Batch 4/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 93 Batch 5/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.001 Epoch 93 Batch 6/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 93 Batch 7/269 - Train Accuracy: 0.984, Validation Accuracy: 0.961, Loss: 0.002 Epoch 93 Batch 8/269 - Train Accuracy: 0.983, Validation Accuracy: 0.957, Loss: 0.002 Epoch 93 Batch 9/269 - Train Accuracy: 0.985, Validation Accuracy: 0.952, Loss: 0.002 Epoch 93 Batch 10/269 - Train Accuracy: 0.983, Validation Accuracy: 0.955, Loss: 0.003 Epoch 93 Batch 11/269 - Train Accuracy: 0.984, Validation Accuracy: 0.958, Loss: 0.003 Epoch 93 Batch 12/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.002 Epoch 93 Batch 13/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.001 Epoch 93 Batch 14/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 93 Batch 15/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.001 Epoch 93 Batch 16/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 93 Batch 17/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 93 Batch 18/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 19/269 - Train Accuracy: 0.988, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 20/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 21/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 93 Batch 22/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.001 Epoch 93 Batch 23/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.001 Epoch 93 Batch 24/269 - Train Accuracy: 0.982, Validation Accuracy: 0.959, Loss: 0.002 Epoch 93 Batch 25/269 - Train Accuracy: 0.984, Validation Accuracy: 0.960, Loss: 0.002 Epoch 93 Batch 26/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.002 Epoch 93 Batch 27/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 93 Batch 28/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.002 Epoch 93 Batch 29/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 93 Batch 30/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 93 Batch 31/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 93 Batch 32/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 93 Batch 33/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.002 Epoch 93 Batch 34/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.001 Epoch 93 Batch 35/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 93 Batch 36/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 93 Batch 37/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.002 Epoch 93 Batch 38/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 93 Batch 39/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.001 Epoch 93 Batch 40/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 93 Batch 41/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.002 Epoch 93 Batch 42/269 - Train Accuracy: 0.984, Validation Accuracy: 0.962, Loss: 0.002 Epoch 93 Batch 43/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 93 Batch 44/269 - Train Accuracy: 0.985, Validation Accuracy: 0.961, Loss: 0.002 Epoch 93 Batch 45/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 93 Batch 46/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 93 Batch 47/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 48/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 93 Batch 49/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.001 Epoch 93 Batch 50/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 51/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 52/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 93 Batch 53/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 93 Batch 54/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.002 Epoch 93 Batch 55/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 93 Batch 56/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.002 Epoch 93 Batch 57/269 - Train Accuracy: 0.987, Validation Accuracy: 0.973, Loss: 0.002 Epoch 93 Batch 58/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.002 Epoch 93 Batch 59/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.001 Epoch 93 Batch 60/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 61/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 62/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 93 Batch 63/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.003 Epoch 93 Batch 64/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 93 Batch 65/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 93 Batch 66/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 93 Batch 67/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.004 Epoch 93 Batch 68/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 93 Batch 69/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 93 Batch 70/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.003 Epoch 93 Batch 71/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.002 Epoch 93 Batch 72/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 93 Batch 73/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.002 Epoch 93 Batch 74/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.002 Epoch 93 Batch 75/269 - Train Accuracy: 0.984, Validation Accuracy: 0.962, Loss: 0.002 Epoch 93 Batch 76/269 - Train Accuracy: 0.984, Validation Accuracy: 0.962, Loss: 0.001 Epoch 93 Batch 77/269 - Train Accuracy: 0.987, Validation Accuracy: 0.962, Loss: 0.002 Epoch 93 Batch 78/269 - Train Accuracy: 0.982, Validation Accuracy: 0.961, Loss: 0.002 Epoch 93 Batch 79/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.004 Epoch 93 Batch 80/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.003 Epoch 93 Batch 81/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 93 Batch 82/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.001 Epoch 93 Batch 83/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 84/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 85/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 93 Batch 86/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 87/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 93 Batch 88/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 93 Batch 89/269 - Train Accuracy: 0.988, Validation Accuracy: 0.971, Loss: 0.001 Epoch 93 Batch 90/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 93 Batch 91/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 93 Batch 92/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 93 Batch 93/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 93 Batch 94/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 93 Batch 95/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 93 Batch 96/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.002 Epoch 93 Batch 97/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 93 Batch 98/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.002 Epoch 93 Batch 99/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 93 Batch 100/269 - Train Accuracy: 0.989, Validation Accuracy: 0.967, Loss: 0.002 Epoch 93 Batch 101/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 93 Batch 102/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 93 Batch 103/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.001 Epoch 93 Batch 104/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 93 Batch 105/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.001 Epoch 93 Batch 106/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.002 Epoch 93 Batch 107/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.002 Epoch 93 Batch 108/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 109/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 93 Batch 110/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.001 Epoch 93 Batch 111/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 93 Batch 112/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.001 Epoch 93 Batch 113/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 93 Batch 114/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 93 Batch 115/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 116/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 93 Batch 117/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.001 Epoch 93 Batch 118/269 - Train Accuracy: 0.988, Validation Accuracy: 0.967, Loss: 0.002 Epoch 93 Batch 119/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 93 Batch 120/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.003 Epoch 93 Batch 121/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.001 Epoch 93 Batch 122/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 93 Batch 123/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.002 Epoch 93 Batch 124/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 93 Batch 125/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 126/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 127/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 93 Batch 128/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 93 Batch 129/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 93 Batch 130/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 93 Batch 131/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 132/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 93 Batch 133/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 93 Batch 134/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 135/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.001 Epoch 93 Batch 136/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 93 Batch 137/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 93 Batch 138/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 93 Batch 139/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 93 Batch 140/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 93 Batch 141/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 93 Batch 142/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 93 Batch 143/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 93 Batch 144/269 - Train Accuracy: 0.986, Validation Accuracy: 0.973, Loss: 0.001 Epoch 93 Batch 145/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.002 Epoch 93 Batch 146/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 93 Batch 147/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 148/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 149/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 93 Batch 150/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 93 Batch 151/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.001 Epoch 93 Batch 152/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 93 Batch 153/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 93 Batch 154/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 93 Batch 155/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.002 Epoch 93 Batch 156/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 93 Batch 157/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 93 Batch 158/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 93 Batch 159/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.001 Epoch 93 Batch 160/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 93 Batch 161/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 93 Batch 162/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 93 Batch 163/269 - Train Accuracy: 0.988, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 164/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 93 Batch 165/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 93 Batch 166/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 93 Batch 167/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 93 Batch 168/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 169/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 93 Batch 170/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.002 Epoch 93 Batch 171/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 93 Batch 172/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 93 Batch 173/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 93 Batch 174/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 93 Batch 175/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 93 Batch 176/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.002 Epoch 93 Batch 177/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 93 Batch 178/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 93 Batch 179/269 - Train Accuracy: 0.987, Validation Accuracy: 0.973, Loss: 0.001 Epoch 93 Batch 180/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.001 Epoch 93 Batch 181/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.002 Epoch 93 Batch 182/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.002 Epoch 93 Batch 183/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 93 Batch 184/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 93 Batch 185/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 93 Batch 186/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.002 Epoch 93 Batch 187/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 93 Batch 188/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.001 Epoch 93 Batch 189/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 93 Batch 190/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 191/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 93 Batch 192/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.001 Epoch 93 Batch 193/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 93 Batch 194/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 93 Batch 195/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.001 Epoch 93 Batch 196/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 197/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 198/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 199/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 93 Batch 200/269 - Train Accuracy: 0.989, Validation Accuracy: 0.966, Loss: 0.001 Epoch 93 Batch 201/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 93 Batch 202/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 93 Batch 203/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 93 Batch 204/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.001 Epoch 93 Batch 205/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.001 Epoch 93 Batch 206/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 93 Batch 207/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 93 Batch 208/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.001 Epoch 93 Batch 209/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 93 Batch 210/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.001 Epoch 93 Batch 211/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.001 Epoch 93 Batch 212/269 - Train Accuracy: 0.988, Validation Accuracy: 0.966, Loss: 0.002 Epoch 93 Batch 213/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 93 Batch 214/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 93 Batch 215/269 - Train Accuracy: 0.989, Validation Accuracy: 0.967, Loss: 0.001 Epoch 93 Batch 216/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 93 Batch 217/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 93 Batch 218/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.001 Epoch 93 Batch 219/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.001 Epoch 93 Batch 220/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 93 Batch 221/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 93 Batch 222/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 93 Batch 223/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 93 Batch 224/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.001 Epoch 93 Batch 225/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 93 Batch 226/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 227/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.002 Epoch 93 Batch 228/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 93 Batch 229/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.001 Epoch 93 Batch 230/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 93 Batch 231/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 93 Batch 232/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 233/269 - Train Accuracy: 0.988, Validation Accuracy: 0.970, Loss: 0.001 Epoch 93 Batch 234/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 93 Batch 235/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.001 Epoch 93 Batch 236/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 93 Batch 237/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 93 Batch 238/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 93 Batch 239/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.003 Epoch 93 Batch 240/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.001 Epoch 93 Batch 241/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.001 Epoch 93 Batch 242/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.001 Epoch 93 Batch 243/269 - Train Accuracy: 0.989, Validation Accuracy: 0.972, Loss: 0.001 Epoch 93 Batch 244/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 93 Batch 245/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 93 Batch 246/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 247/269 - Train Accuracy: 0.988, Validation Accuracy: 0.965, Loss: 0.001 Epoch 93 Batch 248/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 93 Batch 249/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 93 Batch 250/269 - Train Accuracy: 0.988, Validation Accuracy: 0.970, Loss: 0.001 Epoch 93 Batch 251/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 93 Batch 252/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 253/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.003 Epoch 93 Batch 254/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 93 Batch 255/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 93 Batch 256/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 93 Batch 257/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 93 Batch 258/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 93 Batch 259/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.003 Epoch 93 Batch 260/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 93 Batch 261/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.002 Epoch 93 Batch 262/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.002 Epoch 93 Batch 263/269 - Train Accuracy: 0.985, Validation Accuracy: 0.961, Loss: 0.002 Epoch 93 Batch 264/269 - Train Accuracy: 0.985, Validation Accuracy: 0.962, Loss: 0.002 Epoch 93 Batch 265/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.003 Epoch 93 Batch 266/269 - Train Accuracy: 0.985, Validation Accuracy: 0.962, Loss: 0.002 Epoch 93 Batch 267/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 0/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 1/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.002 Epoch 94 Batch 2/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 94 Batch 3/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 94 Batch 4/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.003 Epoch 94 Batch 5/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.002 Epoch 94 Batch 6/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 94 Batch 7/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 94 Batch 8/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.002 Epoch 94 Batch 9/269 - Train Accuracy: 0.983, Validation Accuracy: 0.959, Loss: 0.002 Epoch 94 Batch 10/269 - Train Accuracy: 0.986, Validation Accuracy: 0.958, Loss: 0.002 Epoch 94 Batch 11/269 - Train Accuracy: 0.983, Validation Accuracy: 0.957, Loss: 0.003 Epoch 94 Batch 12/269 - Train Accuracy: 0.984, Validation Accuracy: 0.962, Loss: 0.005 Epoch 94 Batch 13/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 94 Batch 14/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 94 Batch 15/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.001 Epoch 94 Batch 16/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 94 Batch 17/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 94 Batch 18/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 94 Batch 19/269 - Train Accuracy: 0.988, Validation Accuracy: 0.970, Loss: 0.002 Epoch 94 Batch 20/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.003 Epoch 94 Batch 21/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.002 Epoch 94 Batch 22/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 23/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 24/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 94 Batch 25/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 26/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.001 Epoch 94 Batch 27/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 28/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 94 Batch 29/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 94 Batch 30/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 94 Batch 31/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 94 Batch 32/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 33/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 34/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 35/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.005 Epoch 94 Batch 36/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 94 Batch 37/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 38/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 94 Batch 39/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.001 Epoch 94 Batch 40/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 41/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 42/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 94 Batch 43/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 44/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 94 Batch 45/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 46/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 94 Batch 47/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 48/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 94 Batch 49/269 - Train Accuracy: 0.983, Validation Accuracy: 0.974, Loss: 0.001 Epoch 94 Batch 50/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 94 Batch 51/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 94 Batch 52/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.001 Epoch 94 Batch 53/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.001 Epoch 94 Batch 54/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.001 Epoch 94 Batch 55/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 94 Batch 56/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 57/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 58/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 94 Batch 59/269 - Train Accuracy: 0.985, Validation Accuracy: 0.962, Loss: 0.001 Epoch 94 Batch 60/269 - Train Accuracy: 0.982, Validation Accuracy: 0.961, Loss: 0.002 Epoch 94 Batch 61/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.002 Epoch 94 Batch 62/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.002 Epoch 94 Batch 63/269 - Train Accuracy: 0.984, Validation Accuracy: 0.962, Loss: 0.002 Epoch 94 Batch 64/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 65/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 66/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 94 Batch 67/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.003 Epoch 94 Batch 68/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 69/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.001 Epoch 94 Batch 70/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 94 Batch 71/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 94 Batch 72/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 94 Batch 73/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 94 Batch 74/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 94 Batch 75/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 76/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.001 Epoch 94 Batch 77/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.001 Epoch 94 Batch 78/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.001 Epoch 94 Batch 79/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 80/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 81/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 94 Batch 82/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 83/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 94 Batch 84/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 94 Batch 85/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.001 Epoch 94 Batch 86/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 94 Batch 87/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 94 Batch 88/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.001 Epoch 94 Batch 89/269 - Train Accuracy: 0.989, Validation Accuracy: 0.972, Loss: 0.001 Epoch 94 Batch 90/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.002 Epoch 94 Batch 91/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 94 Batch 92/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.002 Epoch 94 Batch 93/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.001 Epoch 94 Batch 94/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.001 Epoch 94 Batch 95/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.001 Epoch 94 Batch 96/269 - Train Accuracy: 0.982, Validation Accuracy: 0.973, Loss: 0.002 Epoch 94 Batch 97/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 94 Batch 98/269 - Train Accuracy: 0.988, Validation Accuracy: 0.967, Loss: 0.002 Epoch 94 Batch 99/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 94 Batch 100/269 - Train Accuracy: 0.988, Validation Accuracy: 0.967, Loss: 0.001 Epoch 94 Batch 101/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 94 Batch 102/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 103/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 104/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 105/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 94 Batch 106/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 94 Batch 107/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 94 Batch 108/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 94 Batch 109/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 94 Batch 110/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 94 Batch 111/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 94 Batch 112/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 94 Batch 113/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 94 Batch 114/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.002 Epoch 94 Batch 115/269 - Train Accuracy: 0.985, Validation Accuracy: 0.974, Loss: 0.001 Epoch 94 Batch 116/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.001 Epoch 94 Batch 117/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.002 Epoch 94 Batch 118/269 - Train Accuracy: 0.989, Validation Accuracy: 0.973, Loss: 0.003 Epoch 94 Batch 119/269 - Train Accuracy: 0.985, Validation Accuracy: 0.974, Loss: 0.002 Epoch 94 Batch 120/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.002 Epoch 94 Batch 121/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 94 Batch 122/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 123/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 124/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 125/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.001 Epoch 94 Batch 126/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 94 Batch 127/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 128/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.001 Epoch 94 Batch 129/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 130/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 131/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 94 Batch 132/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.002 Epoch 94 Batch 133/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.002 Epoch 94 Batch 134/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 94 Batch 135/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 94 Batch 136/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 94 Batch 137/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 138/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 94 Batch 139/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 140/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 141/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 142/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 143/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 144/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 94 Batch 145/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 94 Batch 146/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 94 Batch 147/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 94 Batch 148/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 149/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 150/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 94 Batch 151/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 152/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.001 Epoch 94 Batch 153/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 154/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.001 Epoch 94 Batch 155/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 94 Batch 156/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 94 Batch 157/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 94 Batch 158/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.002 Epoch 94 Batch 159/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.001 Epoch 94 Batch 160/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.001 Epoch 94 Batch 161/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 94 Batch 162/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.002 Epoch 94 Batch 163/269 - Train Accuracy: 0.988, Validation Accuracy: 0.967, Loss: 0.002 Epoch 94 Batch 164/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.001 Epoch 94 Batch 165/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.001 Epoch 94 Batch 166/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.001 Epoch 94 Batch 167/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 168/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 169/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.001 Epoch 94 Batch 170/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 94 Batch 171/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 94 Batch 172/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 94 Batch 173/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 94 Batch 174/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 94 Batch 175/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 94 Batch 176/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.003 Epoch 94 Batch 177/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 178/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 179/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.001 Epoch 94 Batch 180/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 181/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 182/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 183/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 94 Batch 184/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 185/269 - Train Accuracy: 0.988, Validation Accuracy: 0.969, Loss: 0.002 Epoch 94 Batch 186/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 94 Batch 187/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.002 Epoch 94 Batch 188/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.001 Epoch 94 Batch 189/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 94 Batch 190/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 94 Batch 191/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 94 Batch 192/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 193/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 94 Batch 194/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.001 Epoch 94 Batch 195/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.001 Epoch 94 Batch 196/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 94 Batch 197/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 198/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 94 Batch 199/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 200/269 - Train Accuracy: 0.989, Validation Accuracy: 0.967, Loss: 0.002 Epoch 94 Batch 201/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 94 Batch 202/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.002 Epoch 94 Batch 203/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 94 Batch 204/269 - Train Accuracy: 0.987, Validation Accuracy: 0.964, Loss: 0.001 Epoch 94 Batch 205/269 - Train Accuracy: 0.984, Validation Accuracy: 0.962, Loss: 0.002 Epoch 94 Batch 206/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.003 Epoch 94 Batch 207/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.002 Epoch 94 Batch 208/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.004 Epoch 94 Batch 209/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 210/269 - Train Accuracy: 0.988, Validation Accuracy: 0.965, Loss: 0.001 Epoch 94 Batch 211/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 94 Batch 212/269 - Train Accuracy: 0.988, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 213/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 94 Batch 214/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 215/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 216/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 94 Batch 217/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 94 Batch 218/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.001 Epoch 94 Batch 219/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 94 Batch 220/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.001 Epoch 94 Batch 221/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 222/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 94 Batch 223/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 224/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 225/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.001 Epoch 94 Batch 226/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 227/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 94 Batch 228/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 94 Batch 229/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 94 Batch 230/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 94 Batch 231/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.003 Epoch 94 Batch 232/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 94 Batch 233/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.001 Epoch 94 Batch 234/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 94 Batch 235/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.001 Epoch 94 Batch 236/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 94 Batch 237/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 94 Batch 238/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 94 Batch 239/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 94 Batch 240/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 241/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 94 Batch 242/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.001 Epoch 94 Batch 243/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 244/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.002 Epoch 94 Batch 245/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.001 Epoch 94 Batch 246/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.001 Epoch 94 Batch 247/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.001 Epoch 94 Batch 248/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 249/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 94 Batch 250/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.001 Epoch 94 Batch 251/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 94 Batch 252/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 253/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.001 Epoch 94 Batch 254/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 255/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 94 Batch 256/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 257/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 258/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 94 Batch 259/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 94 Batch 260/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.001 Epoch 94 Batch 261/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 94 Batch 262/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 94 Batch 263/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 264/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.001 Epoch 94 Batch 265/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 94 Batch 266/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 94 Batch 267/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 95 Batch 0/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.001 Epoch 95 Batch 1/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.001 Epoch 95 Batch 2/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 95 Batch 3/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 95 Batch 4/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 95 Batch 5/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.001 Epoch 95 Batch 6/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 95 Batch 7/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.002 Epoch 95 Batch 8/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 95 Batch 9/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.001 Epoch 95 Batch 10/269 - Train Accuracy: 0.985, Validation Accuracy: 0.960, Loss: 0.002 Epoch 95 Batch 11/269 - Train Accuracy: 0.984, Validation Accuracy: 0.959, Loss: 0.002 Epoch 95 Batch 12/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.002 Epoch 95 Batch 13/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 95 Batch 14/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.002 Epoch 95 Batch 15/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 95 Batch 16/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 95 Batch 17/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 95 Batch 18/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 95 Batch 19/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 95 Batch 20/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 95 Batch 21/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 95 Batch 22/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.001 Epoch 95 Batch 23/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 95 Batch 24/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.002 Epoch 95 Batch 25/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.002 Epoch 95 Batch 26/269 - Train Accuracy: 0.986, Validation Accuracy: 0.962, Loss: 0.003 Epoch 95 Batch 27/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 95 Batch 28/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.002 Epoch 95 Batch 29/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 95 Batch 30/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 95 Batch 31/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 95 Batch 32/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.001 Epoch 95 Batch 33/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 95 Batch 34/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 95 Batch 35/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 95 Batch 36/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.001 Epoch 95 Batch 37/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 95 Batch 38/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 95 Batch 39/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.001 Epoch 95 Batch 40/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 95 Batch 41/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 95 Batch 42/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 95 Batch 43/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 95 Batch 44/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 95 Batch 45/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 95 Batch 46/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.001 Epoch 95 Batch 47/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 95 Batch 48/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 95 Batch 49/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 95 Batch 50/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.001 Epoch 95 Batch 51/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.001 Epoch 95 Batch 52/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.001 Epoch 95 Batch 53/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.001 Epoch 95 Batch 54/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.001 Epoch 95 Batch 55/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 95 Batch 56/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 95 Batch 57/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 95 Batch 58/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 95 Batch 59/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.001 Epoch 95 Batch 60/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.002 Epoch 95 Batch 61/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.002 Epoch 95 Batch 62/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.003 Epoch 95 Batch 63/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.003 Epoch 95 Batch 64/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 95 Batch 65/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.001 Epoch 95 Batch 66/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 95 Batch 67/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.002 Epoch 95 Batch 68/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 95 Batch 69/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 95 Batch 70/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.001 Epoch 95 Batch 71/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 95 Batch 72/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.001 Epoch 95 Batch 73/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 95 Batch 74/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 95 Batch 75/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 95 Batch 76/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.001 Epoch 95 Batch 77/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 95 Batch 78/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 95 Batch 79/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.001 Epoch 95 Batch 80/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.001 Epoch 95 Batch 81/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 95 Batch 82/269 - Train Accuracy: 0.988, Validation Accuracy: 0.971, Loss: 0.002 Epoch 95 Batch 83/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 95 Batch 84/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 95 Batch 85/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.001 Epoch 95 Batch 86/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 95 Batch 87/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 95 Batch 88/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 95 Batch 89/269 - Train Accuracy: 0.988, Validation Accuracy: 0.971, Loss: 0.001 Epoch 95 Batch 90/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.001 Epoch 95 Batch 91/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 95 Batch 92/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 95 Batch 93/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.001 Epoch 95 Batch 94/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 95 Batch 95/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 95 Batch 96/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 95 Batch 97/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 95 Batch 98/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 95 Batch 99/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 95 Batch 100/269 - Train Accuracy: 0.988, Validation Accuracy: 0.969, Loss: 0.001 Epoch 95 Batch 101/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 95 Batch 102/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 95 Batch 103/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 95 Batch 104/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 95 Batch 105/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 95 Batch 106/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.002 Epoch 95 Batch 107/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 95 Batch 108/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.001 Epoch 95 Batch 109/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 95 Batch 110/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.001 Epoch 95 Batch 111/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 95 Batch 112/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.001 Epoch 95 Batch 113/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 95 Batch 114/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 95 Batch 115/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.003 Epoch 95 Batch 116/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 95 Batch 117/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 95 Batch 118/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.003 Epoch 95 Batch 119/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.001 Epoch 95 Batch 120/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 95 Batch 121/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 95 Batch 122/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 95 Batch 123/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 95 Batch 124/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 95 Batch 125/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 95 Batch 126/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.002 Epoch 95 Batch 127/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 95 Batch 128/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.002 Epoch 95 Batch 129/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 95 Batch 130/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 95 Batch 131/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 95 Batch 132/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.002 Epoch 95 Batch 133/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.002 Epoch 95 Batch 134/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 95 Batch 135/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 95 Batch 136/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 95 Batch 137/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 95 Batch 138/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 95 Batch 139/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 95 Batch 140/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 95 Batch 141/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.002 Epoch 95 Batch 142/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 95 Batch 143/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 95 Batch 144/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.001 Epoch 95 Batch 145/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 95 Batch 146/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 95 Batch 147/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 95 Batch 148/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 95 Batch 149/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 95 Batch 150/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 95 Batch 151/269 - Train Accuracy: 0.988, Validation Accuracy: 0.967, Loss: 0.001 Epoch 95 Batch 152/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 95 Batch 153/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.001 Epoch 95 Batch 154/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 95 Batch 155/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 95 Batch 156/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 95 Batch 157/269 - Train Accuracy: 0.987, Validation Accuracy: 0.964, Loss: 0.001 Epoch 95 Batch 158/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.002 Epoch 95 Batch 159/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 95 Batch 160/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 95 Batch 161/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 95 Batch 162/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 95 Batch 163/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.002 Epoch 95 Batch 164/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.001 Epoch 95 Batch 165/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 95 Batch 166/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.001 Epoch 95 Batch 167/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.001 Epoch 95 Batch 168/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.001 Epoch 95 Batch 169/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 95 Batch 170/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.002 Epoch 95 Batch 171/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 95 Batch 172/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.001 Epoch 95 Batch 173/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.001 Epoch 95 Batch 174/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.001 Epoch 95 Batch 175/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 95 Batch 176/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 95 Batch 177/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 95 Batch 178/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 95 Batch 179/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.001 Epoch 95 Batch 180/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.001 Epoch 95 Batch 181/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 95 Batch 182/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 95 Batch 183/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.001 Epoch 95 Batch 184/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 95 Batch 185/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 95 Batch 186/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 95 Batch 187/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 95 Batch 188/269 - Train Accuracy: 0.988, Validation Accuracy: 0.967, Loss: 0.001 Epoch 95 Batch 189/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.002 Epoch 95 Batch 190/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.001 Epoch 95 Batch 191/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.001 Epoch 95 Batch 192/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.001 Epoch 95 Batch 193/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 95 Batch 194/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.001 Epoch 95 Batch 195/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.001 Epoch 95 Batch 196/269 - Train Accuracy: 0.984, Validation Accuracy: 0.962, Loss: 0.002 Epoch 95 Batch 197/269 - Train Accuracy: 0.984, Validation Accuracy: 0.961, Loss: 0.001 Epoch 95 Batch 198/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.001 Epoch 95 Batch 199/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.001 Epoch 95 Batch 200/269 - Train Accuracy: 0.990, Validation Accuracy: 0.963, Loss: 0.001 Epoch 95 Batch 201/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.003 Epoch 95 Batch 202/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.003 Epoch 95 Batch 203/269 - Train Accuracy: 0.987, Validation Accuracy: 0.963, Loss: 0.002 Epoch 95 Batch 204/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.001 Epoch 95 Batch 205/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.001 Epoch 95 Batch 206/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 95 Batch 207/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 95 Batch 208/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 95 Batch 209/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 95 Batch 210/269 - Train Accuracy: 0.988, Validation Accuracy: 0.969, Loss: 0.001 Epoch 95 Batch 211/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 95 Batch 212/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.002 Epoch 95 Batch 213/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.001 Epoch 95 Batch 214/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 95 Batch 215/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 95 Batch 216/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 95 Batch 217/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 95 Batch 218/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.001 Epoch 95 Batch 219/269 - Train Accuracy: 0.988, Validation Accuracy: 0.965, Loss: 0.001 Epoch 95 Batch 220/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 95 Batch 221/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.003 Epoch 95 Batch 222/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 95 Batch 223/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 95 Batch 224/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 95 Batch 225/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 95 Batch 226/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 95 Batch 227/269 - Train Accuracy: 0.988, Validation Accuracy: 0.972, Loss: 0.002 Epoch 95 Batch 228/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 95 Batch 229/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 95 Batch 230/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 95 Batch 231/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 95 Batch 232/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 95 Batch 233/269 - Train Accuracy: 0.988, Validation Accuracy: 0.966, Loss: 0.002 Epoch 95 Batch 234/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 95 Batch 235/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.001 Epoch 95 Batch 236/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 95 Batch 237/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.001 Epoch 95 Batch 238/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 95 Batch 239/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 95 Batch 240/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 95 Batch 241/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 95 Batch 242/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.001 Epoch 95 Batch 243/269 - Train Accuracy: 0.989, Validation Accuracy: 0.968, Loss: 0.001 Epoch 95 Batch 244/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 95 Batch 245/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.001 Epoch 95 Batch 246/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.001 Epoch 95 Batch 247/269 - Train Accuracy: 0.988, Validation Accuracy: 0.967, Loss: 0.002 Epoch 95 Batch 248/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.001 Epoch 95 Batch 249/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 95 Batch 250/269 - Train Accuracy: 0.988, Validation Accuracy: 0.965, Loss: 0.001 Epoch 95 Batch 251/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.001 Epoch 95 Batch 252/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.002 Epoch 95 Batch 253/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.002 Epoch 95 Batch 254/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.002 Epoch 95 Batch 255/269 - Train Accuracy: 0.988, Validation Accuracy: 0.965, Loss: 0.002 Epoch 95 Batch 256/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 95 Batch 257/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 95 Batch 258/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 95 Batch 259/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.003 Epoch 95 Batch 260/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 95 Batch 261/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 95 Batch 262/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 95 Batch 263/269 - Train Accuracy: 0.988, Validation Accuracy: 0.965, Loss: 0.002 Epoch 95 Batch 264/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 95 Batch 265/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 95 Batch 266/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 95 Batch 267/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 96 Batch 0/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 96 Batch 1/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 96 Batch 2/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 96 Batch 3/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 96 Batch 4/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 96 Batch 5/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 96 Batch 6/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.001 Epoch 96 Batch 7/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 96 Batch 8/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 96 Batch 9/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 96 Batch 10/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.001 Epoch 96 Batch 11/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.003 Epoch 96 Batch 12/269 - Train Accuracy: 0.984, Validation Accuracy: 0.960, Loss: 0.003 Epoch 96 Batch 13/269 - Train Accuracy: 0.984, Validation Accuracy: 0.960, Loss: 0.002 Epoch 96 Batch 14/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 96 Batch 15/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 96 Batch 16/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 96 Batch 17/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 96 Batch 18/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.001 Epoch 96 Batch 19/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 96 Batch 20/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.003 Epoch 96 Batch 21/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.002 Epoch 96 Batch 22/269 - Train Accuracy: 0.986, Validation Accuracy: 0.962, Loss: 0.002 Epoch 96 Batch 23/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.001 Epoch 96 Batch 24/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 96 Batch 25/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.002 Epoch 96 Batch 26/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 96 Batch 27/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 96 Batch 28/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.002 Epoch 96 Batch 29/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 96 Batch 30/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 96 Batch 31/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.001 Epoch 96 Batch 32/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.001 Epoch 96 Batch 33/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.001 Epoch 96 Batch 34/269 - Train Accuracy: 0.985, Validation Accuracy: 0.962, Loss: 0.001 Epoch 96 Batch 35/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.004 Epoch 96 Batch 36/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 96 Batch 37/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.002 Epoch 96 Batch 38/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 96 Batch 39/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 96 Batch 40/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 96 Batch 41/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 96 Batch 42/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 96 Batch 43/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 96 Batch 44/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 96 Batch 45/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 96 Batch 46/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 96 Batch 47/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.002 Epoch 96 Batch 48/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 96 Batch 49/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 96 Batch 50/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 96 Batch 51/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 96 Batch 52/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 96 Batch 53/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 96 Batch 54/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 96 Batch 55/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 96 Batch 56/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 96 Batch 57/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 96 Batch 58/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 96 Batch 59/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 96 Batch 60/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.003 Epoch 96 Batch 61/269 - Train Accuracy: 0.986, Validation Accuracy: 0.973, Loss: 0.002 Epoch 96 Batch 62/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 96 Batch 63/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.003 Epoch 96 Batch 64/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 96 Batch 65/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 96 Batch 66/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 96 Batch 67/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 96 Batch 68/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.001 Epoch 96 Batch 69/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 96 Batch 70/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 96 Batch 71/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.003 Epoch 96 Batch 72/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.001 Epoch 96 Batch 73/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 96 Batch 74/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 96 Batch 75/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.002 Epoch 96 Batch 76/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 96 Batch 77/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.002 Epoch 96 Batch 78/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 96 Batch 79/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.003 Epoch 96 Batch 80/269 - Train Accuracy: 0.987, Validation Accuracy: 0.963, Loss: 0.002 Epoch 96 Batch 81/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.002 Epoch 96 Batch 82/269 - Train Accuracy: 0.988, Validation Accuracy: 0.962, Loss: 0.001 Epoch 96 Batch 83/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 96 Batch 84/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 96 Batch 85/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 96 Batch 86/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 96 Batch 87/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 96 Batch 88/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.002 Epoch 96 Batch 89/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.001 Epoch 96 Batch 90/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 96 Batch 91/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 96 Batch 92/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 96 Batch 93/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 96 Batch 94/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 96 Batch 95/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 96 Batch 96/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 96 Batch 97/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.001 Epoch 96 Batch 98/269 - Train Accuracy: 0.988, Validation Accuracy: 0.966, Loss: 0.002 Epoch 96 Batch 99/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 96 Batch 100/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.001 Epoch 96 Batch 101/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 96 Batch 102/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.001 Epoch 96 Batch 103/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 96 Batch 104/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 96 Batch 105/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.001 Epoch 96 Batch 106/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.002 Epoch 96 Batch 107/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.001 Epoch 96 Batch 108/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.002 Epoch 96 Batch 109/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.002 Epoch 96 Batch 110/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.002 Epoch 96 Batch 111/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 96 Batch 112/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.001 Epoch 96 Batch 113/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 96 Batch 114/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 96 Batch 115/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 96 Batch 116/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 96 Batch 117/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 96 Batch 118/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.002 Epoch 96 Batch 119/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 96 Batch 120/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 96 Batch 121/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.001 Epoch 96 Batch 122/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 96 Batch 123/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 96 Batch 124/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.001 Epoch 96 Batch 125/269 - Train Accuracy: 0.985, Validation Accuracy: 0.961, Loss: 0.001 Epoch 96 Batch 126/269 - Train Accuracy: 0.984, Validation Accuracy: 0.961, Loss: 0.002 Epoch 96 Batch 127/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.002 Epoch 96 Batch 128/269 - Train Accuracy: 0.987, Validation Accuracy: 0.963, Loss: 0.001 Epoch 96 Batch 129/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.001 Epoch 96 Batch 130/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 96 Batch 131/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 96 Batch 132/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 96 Batch 133/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 96 Batch 134/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 96 Batch 135/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 96 Batch 136/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 96 Batch 137/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 96 Batch 138/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 96 Batch 139/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.001 Epoch 96 Batch 140/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 96 Batch 141/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 96 Batch 142/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 96 Batch 143/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 96 Batch 144/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.001 Epoch 96 Batch 145/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 96 Batch 146/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 96 Batch 147/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.001 Epoch 96 Batch 148/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.001 Epoch 96 Batch 149/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 96 Batch 150/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 96 Batch 151/269 - Train Accuracy: 0.988, Validation Accuracy: 0.969, Loss: 0.001 Epoch 96 Batch 152/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 96 Batch 153/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.002 Epoch 96 Batch 154/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.002 Epoch 96 Batch 155/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 96 Batch 156/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 96 Batch 157/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 96 Batch 158/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.001 Epoch 96 Batch 159/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 96 Batch 160/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.001 Epoch 96 Batch 161/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 96 Batch 162/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.001 Epoch 96 Batch 163/269 - Train Accuracy: 0.988, Validation Accuracy: 0.971, Loss: 0.001 Epoch 96 Batch 164/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.001 Epoch 96 Batch 165/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 96 Batch 166/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 96 Batch 167/269 - Train Accuracy: 0.988, Validation Accuracy: 0.970, Loss: 0.002 Epoch 96 Batch 168/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 96 Batch 169/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 96 Batch 170/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 96 Batch 171/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.001 Epoch 96 Batch 172/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 96 Batch 173/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 96 Batch 174/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.001 Epoch 96 Batch 175/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 96 Batch 176/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 96 Batch 177/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 96 Batch 178/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 96 Batch 179/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 96 Batch 180/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 96 Batch 181/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 96 Batch 182/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 96 Batch 183/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 96 Batch 184/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 96 Batch 185/269 - Train Accuracy: 0.988, Validation Accuracy: 0.966, Loss: 0.001 Epoch 96 Batch 186/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 96 Batch 187/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 96 Batch 188/269 - Train Accuracy: 0.988, Validation Accuracy: 0.967, Loss: 0.001 Epoch 96 Batch 189/269 - Train Accuracy: 0.988, Validation Accuracy: 0.965, Loss: 0.002 Epoch 96 Batch 190/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 96 Batch 191/269 - Train Accuracy: 0.985, Validation Accuracy: 0.962, Loss: 0.002 Epoch 96 Batch 192/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.002 Epoch 96 Batch 193/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 96 Batch 194/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.002 Epoch 96 Batch 195/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.001 Epoch 96 Batch 196/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 96 Batch 197/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 96 Batch 198/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 96 Batch 199/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 96 Batch 200/269 - Train Accuracy: 0.988, Validation Accuracy: 0.963, Loss: 0.002 Epoch 96 Batch 201/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 96 Batch 202/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.002 Epoch 96 Batch 203/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.002 Epoch 96 Batch 204/269 - Train Accuracy: 0.987, Validation Accuracy: 0.963, Loss: 0.001 Epoch 96 Batch 205/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.002 Epoch 96 Batch 206/269 - Train Accuracy: 0.985, Validation Accuracy: 0.962, Loss: 0.003 Epoch 96 Batch 207/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.001 Epoch 96 Batch 208/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 96 Batch 209/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.001 Epoch 96 Batch 210/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.002 Epoch 96 Batch 211/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.001 Epoch 96 Batch 212/269 - Train Accuracy: 0.988, Validation Accuracy: 0.965, Loss: 0.003 Epoch 96 Batch 213/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 96 Batch 214/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.002 Epoch 96 Batch 215/269 - Train Accuracy: 0.987, Validation Accuracy: 0.964, Loss: 0.002 Epoch 96 Batch 216/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.003 Epoch 96 Batch 217/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 96 Batch 218/269 - Train Accuracy: 0.987, Validation Accuracy: 0.962, Loss: 0.002 Epoch 96 Batch 219/269 - Train Accuracy: 0.987, Validation Accuracy: 0.962, Loss: 0.001 Epoch 96 Batch 220/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.002 Epoch 96 Batch 221/269 - Train Accuracy: 0.987, Validation Accuracy: 0.961, Loss: 0.002 Epoch 96 Batch 222/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 96 Batch 223/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 96 Batch 224/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 96 Batch 225/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 96 Batch 226/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 96 Batch 227/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 96 Batch 228/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 96 Batch 229/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.001 Epoch 96 Batch 230/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.001 Epoch 96 Batch 231/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 96 Batch 232/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 96 Batch 233/269 - Train Accuracy: 0.986, Validation Accuracy: 0.961, Loss: 0.002 Epoch 96 Batch 234/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.002 Epoch 96 Batch 235/269 - Train Accuracy: 0.987, Validation Accuracy: 0.963, Loss: 0.001 Epoch 96 Batch 236/269 - Train Accuracy: 0.986, Validation Accuracy: 0.962, Loss: 0.003 Epoch 96 Batch 237/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.002 Epoch 96 Batch 238/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.002 Epoch 96 Batch 239/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 96 Batch 240/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 96 Batch 241/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 96 Batch 242/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.001 Epoch 96 Batch 243/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 96 Batch 244/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 96 Batch 245/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 96 Batch 246/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 96 Batch 247/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 96 Batch 248/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 96 Batch 249/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 96 Batch 250/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.001 Epoch 96 Batch 251/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.001 Epoch 96 Batch 252/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.001 Epoch 96 Batch 253/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 96 Batch 254/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 96 Batch 255/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.002 Epoch 96 Batch 256/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.001 Epoch 96 Batch 257/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 96 Batch 258/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.002 Epoch 96 Batch 259/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 96 Batch 260/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 96 Batch 261/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 96 Batch 262/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.003 Epoch 96 Batch 263/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.002 Epoch 96 Batch 264/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 96 Batch 265/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 96 Batch 266/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.002 Epoch 96 Batch 267/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.002 Epoch 97 Batch 0/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.003 Epoch 97 Batch 1/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.002 Epoch 97 Batch 2/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 97 Batch 3/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 97 Batch 4/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 97 Batch 5/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 97 Batch 6/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 97 Batch 7/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 97 Batch 8/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.003 Epoch 97 Batch 9/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 97 Batch 10/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.002 Epoch 97 Batch 11/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.003 Epoch 97 Batch 12/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.003 Epoch 97 Batch 13/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.002 Epoch 97 Batch 14/269 - Train Accuracy: 0.987, Validation Accuracy: 0.964, Loss: 0.003 Epoch 97 Batch 15/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 97 Batch 16/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 97 Batch 17/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 97 Batch 18/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.001 Epoch 97 Batch 19/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 97 Batch 20/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 97 Batch 21/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 97 Batch 22/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.001 Epoch 97 Batch 23/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 97 Batch 24/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 97 Batch 25/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 97 Batch 26/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 97 Batch 27/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.003 Epoch 97 Batch 28/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.002 Epoch 97 Batch 29/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.002 Epoch 97 Batch 30/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.003 Epoch 97 Batch 31/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.002 Epoch 97 Batch 32/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 97 Batch 33/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 97 Batch 34/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 97 Batch 35/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.004 Epoch 97 Batch 36/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.001 Epoch 97 Batch 37/269 - Train Accuracy: 0.988, Validation Accuracy: 0.969, Loss: 0.002 Epoch 97 Batch 38/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.003 Epoch 97 Batch 39/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 97 Batch 40/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 97 Batch 41/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 97 Batch 42/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 97 Batch 43/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 97 Batch 44/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 97 Batch 45/269 - Train Accuracy: 0.984, Validation Accuracy: 0.961, Loss: 0.003 Epoch 97 Batch 46/269 - Train Accuracy: 0.983, Validation Accuracy: 0.961, Loss: 0.002 Epoch 97 Batch 47/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 97 Batch 48/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.004 Epoch 97 Batch 49/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 97 Batch 50/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 97 Batch 51/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 97 Batch 52/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.004 Epoch 97 Batch 53/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 97 Batch 54/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 97 Batch 55/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 97 Batch 56/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 97 Batch 57/269 - Train Accuracy: 0.987, Validation Accuracy: 0.964, Loss: 0.003 Epoch 97 Batch 58/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.002 Epoch 97 Batch 59/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 97 Batch 60/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.003 Epoch 97 Batch 61/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 97 Batch 62/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.003 Epoch 97 Batch 63/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 97 Batch 64/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.003 Epoch 97 Batch 65/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 97 Batch 66/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 97 Batch 67/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 97 Batch 68/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.002 Epoch 97 Batch 69/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 97 Batch 70/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 97 Batch 71/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 97 Batch 72/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.003 Epoch 97 Batch 73/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 97 Batch 74/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 97 Batch 75/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.002 Epoch 97 Batch 76/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 97 Batch 77/269 - Train Accuracy: 0.987, Validation Accuracy: 0.964, Loss: 0.002 Epoch 97 Batch 78/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 97 Batch 79/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.003 Epoch 97 Batch 80/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.002 Epoch 97 Batch 81/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 97 Batch 82/269 - Train Accuracy: 0.988, Validation Accuracy: 0.965, Loss: 0.001 Epoch 97 Batch 83/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.003 Epoch 97 Batch 84/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 97 Batch 85/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 97 Batch 86/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 97 Batch 87/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 97 Batch 88/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 97 Batch 89/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.002 Epoch 97 Batch 90/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 97 Batch 91/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 97 Batch 92/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 97 Batch 93/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 97 Batch 94/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 97 Batch 95/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 97 Batch 96/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 97 Batch 97/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 97 Batch 98/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.003 Epoch 97 Batch 99/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.002 Epoch 97 Batch 100/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.003 Epoch 97 Batch 101/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.003 Epoch 97 Batch 102/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 97 Batch 103/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.004 Epoch 97 Batch 104/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 97 Batch 105/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.001 Epoch 97 Batch 106/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.001 Epoch 97 Batch 107/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.002 Epoch 97 Batch 108/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.001 Epoch 97 Batch 109/269 - Train Accuracy: 0.982, Validation Accuracy: 0.961, Loss: 0.002 Epoch 97 Batch 110/269 - Train Accuracy: 0.986, Validation Accuracy: 0.962, Loss: 0.002 Epoch 97 Batch 111/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.002 Epoch 97 Batch 112/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 97 Batch 113/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.002 Epoch 97 Batch 114/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 97 Batch 115/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.001 Epoch 97 Batch 116/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 97 Batch 117/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 97 Batch 118/269 - Train Accuracy: 0.988, Validation Accuracy: 0.966, Loss: 0.002 Epoch 97 Batch 119/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 97 Batch 120/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.004 Epoch 97 Batch 121/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.001 Epoch 97 Batch 122/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 97 Batch 123/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 97 Batch 124/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.002 Epoch 97 Batch 125/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 97 Batch 126/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 97 Batch 127/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.002 Epoch 97 Batch 128/269 - Train Accuracy: 0.987, Validation Accuracy: 0.963, Loss: 0.002 Epoch 97 Batch 129/269 - Train Accuracy: 0.984, Validation Accuracy: 0.962, Loss: 0.002 Epoch 97 Batch 130/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.003 Epoch 97 Batch 131/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 97 Batch 132/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.003 Epoch 97 Batch 133/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 97 Batch 134/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 97 Batch 135/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.001 Epoch 97 Batch 136/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 97 Batch 137/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 97 Batch 138/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 97 Batch 139/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 97 Batch 140/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 97 Batch 141/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.001 Epoch 97 Batch 142/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 97 Batch 143/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 97 Batch 144/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 97 Batch 145/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 97 Batch 146/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.001 Epoch 97 Batch 147/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.002 Epoch 97 Batch 148/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.001 Epoch 97 Batch 149/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 97 Batch 150/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 97 Batch 151/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.001 Epoch 97 Batch 152/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 97 Batch 153/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 97 Batch 154/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.002 Epoch 97 Batch 155/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 97 Batch 156/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 97 Batch 157/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.001 Epoch 97 Batch 158/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.002 Epoch 97 Batch 159/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 97 Batch 160/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 97 Batch 161/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.001 Epoch 97 Batch 162/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 97 Batch 163/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.002 Epoch 97 Batch 164/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 97 Batch 165/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 97 Batch 166/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 97 Batch 167/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 97 Batch 168/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 97 Batch 169/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.001 Epoch 97 Batch 170/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 97 Batch 171/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 97 Batch 172/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.001 Epoch 97 Batch 173/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 97 Batch 174/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.001 Epoch 97 Batch 175/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.003 Epoch 97 Batch 176/269 - Train Accuracy: 0.980, Validation Accuracy: 0.974, Loss: 0.002 Epoch 97 Batch 177/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 97 Batch 178/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 97 Batch 179/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 97 Batch 180/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 97 Batch 181/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 97 Batch 182/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 97 Batch 183/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.001 Epoch 97 Batch 184/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.001 Epoch 97 Batch 185/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 97 Batch 186/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 97 Batch 187/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.001 Epoch 97 Batch 188/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.002 Epoch 97 Batch 189/269 - Train Accuracy: 0.988, Validation Accuracy: 0.966, Loss: 0.001 Epoch 97 Batch 190/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 97 Batch 191/269 - Train Accuracy: 0.984, Validation Accuracy: 0.962, Loss: 0.001 Epoch 97 Batch 192/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 97 Batch 193/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 97 Batch 194/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.001 Epoch 97 Batch 195/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.002 Epoch 97 Batch 196/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 97 Batch 197/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 97 Batch 198/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 97 Batch 199/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 97 Batch 200/269 - Train Accuracy: 0.990, Validation Accuracy: 0.967, Loss: 0.002 Epoch 97 Batch 201/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 97 Batch 202/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 97 Batch 203/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 97 Batch 204/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 97 Batch 205/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.001 Epoch 97 Batch 206/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 97 Batch 207/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.002 Epoch 97 Batch 208/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 97 Batch 209/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 97 Batch 210/269 - Train Accuracy: 0.988, Validation Accuracy: 0.971, Loss: 0.002 Epoch 97 Batch 211/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 97 Batch 212/269 - Train Accuracy: 0.988, Validation Accuracy: 0.969, Loss: 0.002 Epoch 97 Batch 213/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 97 Batch 214/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 97 Batch 215/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.002 Epoch 97 Batch 216/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 97 Batch 217/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 97 Batch 218/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.001 Epoch 97 Batch 219/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.002 Epoch 97 Batch 220/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 97 Batch 221/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 97 Batch 222/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 97 Batch 223/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 97 Batch 224/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 97 Batch 225/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 97 Batch 226/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 97 Batch 227/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 97 Batch 228/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.001 Epoch 97 Batch 229/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 97 Batch 230/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 97 Batch 231/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 97 Batch 232/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 97 Batch 233/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.001 Epoch 97 Batch 234/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.001 Epoch 97 Batch 235/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.001 Epoch 97 Batch 236/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.001 Epoch 97 Batch 237/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.001 Epoch 97 Batch 238/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.001 Epoch 97 Batch 239/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 97 Batch 240/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 97 Batch 241/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 97 Batch 242/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 97 Batch 243/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.001 Epoch 97 Batch 244/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 97 Batch 245/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 97 Batch 246/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 97 Batch 247/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.001 Epoch 97 Batch 248/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.002 Epoch 97 Batch 249/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.001 Epoch 97 Batch 250/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.001 Epoch 97 Batch 251/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.001 Epoch 97 Batch 252/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.001 Epoch 97 Batch 253/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.001 Epoch 97 Batch 254/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 97 Batch 255/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.002 Epoch 97 Batch 256/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.001 Epoch 97 Batch 257/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 97 Batch 258/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.001 Epoch 97 Batch 259/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 97 Batch 260/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 97 Batch 261/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.001 Epoch 97 Batch 262/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 97 Batch 263/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 97 Batch 264/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.001 Epoch 97 Batch 265/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 97 Batch 266/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 97 Batch 267/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 98 Batch 0/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 98 Batch 1/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.002 Epoch 98 Batch 2/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 98 Batch 3/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 98 Batch 4/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 98 Batch 5/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.002 Epoch 98 Batch 6/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 98 Batch 7/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 98 Batch 8/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.002 Epoch 98 Batch 9/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.001 Epoch 98 Batch 10/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 98 Batch 11/269 - Train Accuracy: 0.983, Validation Accuracy: 0.960, Loss: 0.002 Epoch 98 Batch 12/269 - Train Accuracy: 0.985, Validation Accuracy: 0.960, Loss: 0.002 Epoch 98 Batch 13/269 - Train Accuracy: 0.986, Validation Accuracy: 0.959, Loss: 0.002 Epoch 98 Batch 14/269 - Train Accuracy: 0.986, Validation Accuracy: 0.962, Loss: 0.002 Epoch 98 Batch 15/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.002 Epoch 98 Batch 16/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.002 Epoch 98 Batch 17/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 98 Batch 18/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 98 Batch 19/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.001 Epoch 98 Batch 20/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.002 Epoch 98 Batch 21/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.003 Epoch 98 Batch 22/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.002 Epoch 98 Batch 23/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 98 Batch 24/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 98 Batch 25/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.003 Epoch 98 Batch 26/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.002 Epoch 98 Batch 27/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 98 Batch 28/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.002 Epoch 98 Batch 29/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.002 Epoch 98 Batch 30/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.003 Epoch 98 Batch 31/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 98 Batch 32/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 98 Batch 33/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 98 Batch 34/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.001 Epoch 98 Batch 35/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.004 Epoch 98 Batch 36/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 98 Batch 37/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.001 Epoch 98 Batch 38/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 98 Batch 39/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 98 Batch 40/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 98 Batch 41/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 98 Batch 42/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.001 Epoch 98 Batch 43/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.002 Epoch 98 Batch 44/269 - Train Accuracy: 0.986, Validation Accuracy: 0.962, Loss: 0.002 Epoch 98 Batch 45/269 - Train Accuracy: 0.985, Validation Accuracy: 0.962, Loss: 0.002 Epoch 98 Batch 46/269 - Train Accuracy: 0.984, Validation Accuracy: 0.959, Loss: 0.002 Epoch 98 Batch 47/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.003 Epoch 98 Batch 48/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 98 Batch 49/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.002 Epoch 98 Batch 50/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 98 Batch 51/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 98 Batch 52/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 98 Batch 53/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 98 Batch 54/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.003 Epoch 98 Batch 55/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 98 Batch 56/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.001 Epoch 98 Batch 57/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.003 Epoch 98 Batch 58/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.002 Epoch 98 Batch 59/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.001 Epoch 98 Batch 60/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.002 Epoch 98 Batch 61/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.003 Epoch 98 Batch 62/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 98 Batch 63/269 - Train Accuracy: 0.984, Validation Accuracy: 0.974, Loss: 0.002 Epoch 98 Batch 64/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.001 Epoch 98 Batch 65/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.001 Epoch 98 Batch 66/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 98 Batch 67/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.002 Epoch 98 Batch 68/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.002 Epoch 98 Batch 69/269 - Train Accuracy: 0.986, Validation Accuracy: 0.973, Loss: 0.002 Epoch 98 Batch 70/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 98 Batch 71/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 98 Batch 72/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 98 Batch 73/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.001 Epoch 98 Batch 74/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.002 Epoch 98 Batch 75/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.003 Epoch 98 Batch 76/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 98 Batch 77/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.001 Epoch 98 Batch 78/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 98 Batch 79/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.002 Epoch 98 Batch 80/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.002 Epoch 98 Batch 81/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.001 Epoch 98 Batch 82/269 - Train Accuracy: 0.988, Validation Accuracy: 0.967, Loss: 0.001 Epoch 98 Batch 83/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 98 Batch 84/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 98 Batch 85/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 98 Batch 86/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.001 Epoch 98 Batch 87/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 98 Batch 88/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 98 Batch 89/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 98 Batch 90/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 98 Batch 91/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 98 Batch 92/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 98 Batch 93/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.001 Epoch 98 Batch 94/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.001 Epoch 98 Batch 95/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 98 Batch 96/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.002 Epoch 98 Batch 97/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 98 Batch 98/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 98 Batch 99/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 98 Batch 100/269 - Train Accuracy: 0.989, Validation Accuracy: 0.967, Loss: 0.001 Epoch 98 Batch 101/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.003 Epoch 98 Batch 102/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 98 Batch 103/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 98 Batch 104/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 98 Batch 105/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.001 Epoch 98 Batch 106/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 98 Batch 107/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.001 Epoch 98 Batch 108/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 98 Batch 109/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.002 Epoch 98 Batch 110/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 98 Batch 111/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 98 Batch 112/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 98 Batch 113/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.002 Epoch 98 Batch 114/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 98 Batch 115/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 98 Batch 116/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 98 Batch 117/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 98 Batch 118/269 - Train Accuracy: 0.989, Validation Accuracy: 0.968, Loss: 0.002 Epoch 98 Batch 119/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 98 Batch 120/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 98 Batch 121/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 98 Batch 122/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 98 Batch 123/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.002 Epoch 98 Batch 124/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 98 Batch 125/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.001 Epoch 98 Batch 126/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 98 Batch 127/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.002 Epoch 98 Batch 128/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 98 Batch 129/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.001 Epoch 98 Batch 130/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 98 Batch 131/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 98 Batch 132/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 98 Batch 133/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 98 Batch 134/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.001 Epoch 98 Batch 135/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 98 Batch 136/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 98 Batch 137/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 98 Batch 138/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 98 Batch 139/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 98 Batch 140/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 98 Batch 141/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 98 Batch 142/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 98 Batch 143/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 98 Batch 144/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.001 Epoch 98 Batch 145/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 98 Batch 146/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 98 Batch 147/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.001 Epoch 98 Batch 148/269 - Train Accuracy: 0.984, Validation Accuracy: 0.973, Loss: 0.001 Epoch 98 Batch 149/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.002 Epoch 98 Batch 150/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 98 Batch 151/269 - Train Accuracy: 0.987, Validation Accuracy: 0.972, Loss: 0.001 Epoch 98 Batch 152/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 98 Batch 153/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.003 Epoch 98 Batch 154/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.002 Epoch 98 Batch 155/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 98 Batch 156/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 98 Batch 157/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 98 Batch 158/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.001 Epoch 98 Batch 159/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.001 Epoch 98 Batch 160/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 98 Batch 161/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 98 Batch 162/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.002 Epoch 98 Batch 163/269 - Train Accuracy: 0.988, Validation Accuracy: 0.973, Loss: 0.002 Epoch 98 Batch 164/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.001 Epoch 98 Batch 165/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.001 Epoch 98 Batch 166/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.001 Epoch 98 Batch 167/269 - Train Accuracy: 0.988, Validation Accuracy: 0.971, Loss: 0.001 Epoch 98 Batch 168/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 98 Batch 169/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 98 Batch 170/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 98 Batch 171/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 98 Batch 172/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.001 Epoch 98 Batch 173/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 98 Batch 174/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 98 Batch 175/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 98 Batch 176/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 98 Batch 177/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 98 Batch 178/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.002 Epoch 98 Batch 179/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.001 Epoch 98 Batch 180/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 98 Batch 181/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 98 Batch 182/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 98 Batch 183/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.001 Epoch 98 Batch 184/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 98 Batch 185/269 - Train Accuracy: 0.988, Validation Accuracy: 0.970, Loss: 0.001 Epoch 98 Batch 186/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 98 Batch 187/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.001 Epoch 98 Batch 188/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.001 Epoch 98 Batch 189/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.002 Epoch 98 Batch 190/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 98 Batch 191/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.001 Epoch 98 Batch 192/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 98 Batch 193/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.001 Epoch 98 Batch 194/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.001 Epoch 98 Batch 195/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 98 Batch 196/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 98 Batch 197/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 98 Batch 198/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 98 Batch 199/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.003 Epoch 98 Batch 200/269 - Train Accuracy: 0.989, Validation Accuracy: 0.967, Loss: 0.001 Epoch 98 Batch 201/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 98 Batch 202/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 98 Batch 203/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 98 Batch 204/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.001 Epoch 98 Batch 205/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.001 Epoch 98 Batch 206/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 98 Batch 207/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 98 Batch 208/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.002 Epoch 98 Batch 209/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.001 Epoch 98 Batch 210/269 - Train Accuracy: 0.988, Validation Accuracy: 0.967, Loss: 0.001 Epoch 98 Batch 211/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 98 Batch 212/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.002 Epoch 98 Batch 213/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 98 Batch 214/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 98 Batch 215/269 - Train Accuracy: 0.988, Validation Accuracy: 0.967, Loss: 0.002 Epoch 98 Batch 216/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.002 Epoch 98 Batch 217/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.002 Epoch 98 Batch 218/269 - Train Accuracy: 0.987, Validation Accuracy: 0.964, Loss: 0.001 Epoch 98 Batch 219/269 - Train Accuracy: 0.987, Validation Accuracy: 0.964, Loss: 0.001 Epoch 98 Batch 220/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.002 Epoch 98 Batch 221/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.003 Epoch 98 Batch 222/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.002 Epoch 98 Batch 223/269 - Train Accuracy: 0.986, Validation Accuracy: 0.964, Loss: 0.001 Epoch 98 Batch 224/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 98 Batch 225/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.001 Epoch 98 Batch 226/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.001 Epoch 98 Batch 227/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.002 Epoch 98 Batch 228/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.001 Epoch 98 Batch 229/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.001 Epoch 98 Batch 230/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.001 Epoch 98 Batch 231/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.001 Epoch 98 Batch 232/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 98 Batch 233/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.001 Epoch 98 Batch 234/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.002 Epoch 98 Batch 235/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.001 Epoch 98 Batch 236/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.001 Epoch 98 Batch 237/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 98 Batch 238/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 98 Batch 239/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 98 Batch 240/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 98 Batch 241/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 98 Batch 242/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.001 Epoch 98 Batch 243/269 - Train Accuracy: 0.989, Validation Accuracy: 0.968, Loss: 0.001 Epoch 98 Batch 244/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 98 Batch 245/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 98 Batch 246/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.001 Epoch 98 Batch 247/269 - Train Accuracy: 0.988, Validation Accuracy: 0.972, Loss: 0.001 Epoch 98 Batch 248/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.001 Epoch 98 Batch 249/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 98 Batch 250/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.001 Epoch 98 Batch 251/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 98 Batch 252/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.001 Epoch 98 Batch 253/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.001 Epoch 98 Batch 254/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.001 Epoch 98 Batch 255/269 - Train Accuracy: 0.987, Validation Accuracy: 0.963, Loss: 0.001 Epoch 98 Batch 256/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.001 Epoch 98 Batch 257/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.001 Epoch 98 Batch 258/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.002 Epoch 98 Batch 259/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.003 Epoch 98 Batch 260/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.001 Epoch 98 Batch 261/269 - Train Accuracy: 0.986, Validation Accuracy: 0.962, Loss: 0.001 Epoch 98 Batch 262/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 98 Batch 263/269 - Train Accuracy: 0.985, Validation Accuracy: 0.961, Loss: 0.001 Epoch 98 Batch 264/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.001 Epoch 98 Batch 265/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.003 Epoch 98 Batch 266/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.001 Epoch 98 Batch 267/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 99 Batch 0/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.001 Epoch 99 Batch 1/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.001 Epoch 99 Batch 2/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 99 Batch 3/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 99 Batch 4/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 99 Batch 5/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.002 Epoch 99 Batch 6/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 99 Batch 7/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 99 Batch 8/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 99 Batch 9/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 99 Batch 10/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.001 Epoch 99 Batch 11/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.002 Epoch 99 Batch 12/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.001 Epoch 99 Batch 13/269 - Train Accuracy: 0.987, Validation Accuracy: 0.962, Loss: 0.001 Epoch 99 Batch 14/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 99 Batch 15/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.001 Epoch 99 Batch 16/269 - Train Accuracy: 0.986, Validation Accuracy: 0.973, Loss: 0.002 Epoch 99 Batch 17/269 - Train Accuracy: 0.985, Validation Accuracy: 0.975, Loss: 0.001 Epoch 99 Batch 18/269 - Train Accuracy: 0.986, Validation Accuracy: 0.974, Loss: 0.002 Epoch 99 Batch 19/269 - Train Accuracy: 0.988, Validation Accuracy: 0.972, Loss: 0.001 Epoch 99 Batch 20/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.001 Epoch 99 Batch 21/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.001 Epoch 99 Batch 22/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.001 Epoch 99 Batch 23/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 99 Batch 24/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.003 Epoch 99 Batch 25/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 99 Batch 26/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.001 Epoch 99 Batch 27/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 99 Batch 28/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.001 Epoch 99 Batch 29/269 - Train Accuracy: 0.984, Validation Accuracy: 0.959, Loss: 0.002 Epoch 99 Batch 30/269 - Train Accuracy: 0.984, Validation Accuracy: 0.958, Loss: 0.002 Epoch 99 Batch 31/269 - Train Accuracy: 0.984, Validation Accuracy: 0.959, Loss: 0.001 Epoch 99 Batch 32/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.001 Epoch 99 Batch 33/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 99 Batch 34/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 99 Batch 35/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 99 Batch 36/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 99 Batch 37/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.002 Epoch 99 Batch 38/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 99 Batch 39/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.002 Epoch 99 Batch 40/269 - Train Accuracy: 0.986, Validation Accuracy: 0.971, Loss: 0.001 Epoch 99 Batch 41/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.002 Epoch 99 Batch 42/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.001 Epoch 99 Batch 43/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.002 Epoch 99 Batch 44/269 - Train Accuracy: 0.987, Validation Accuracy: 0.963, Loss: 0.001 Epoch 99 Batch 45/269 - Train Accuracy: 0.983, Validation Accuracy: 0.961, Loss: 0.002 Epoch 99 Batch 46/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.002 Epoch 99 Batch 47/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.002 Epoch 99 Batch 48/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 99 Batch 49/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.001 Epoch 99 Batch 50/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 99 Batch 51/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 99 Batch 52/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.001 Epoch 99 Batch 53/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.001 Epoch 99 Batch 54/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.001 Epoch 99 Batch 55/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 99 Batch 56/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 99 Batch 57/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 99 Batch 58/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 99 Batch 59/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.001 Epoch 99 Batch 60/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.002 Epoch 99 Batch 61/269 - Train Accuracy: 0.985, Validation Accuracy: 0.961, Loss: 0.002 Epoch 99 Batch 62/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.004 Epoch 99 Batch 63/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 99 Batch 64/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 99 Batch 65/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 99 Batch 66/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 99 Batch 67/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 99 Batch 68/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.002 Epoch 99 Batch 69/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.001 Epoch 99 Batch 70/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 99 Batch 71/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 99 Batch 72/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.001 Epoch 99 Batch 73/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 99 Batch 74/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 99 Batch 75/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 99 Batch 76/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.001 Epoch 99 Batch 77/269 - Train Accuracy: 0.988, Validation Accuracy: 0.963, Loss: 0.001 Epoch 99 Batch 78/269 - Train Accuracy: 0.983, Validation Accuracy: 0.961, Loss: 0.002 Epoch 99 Batch 79/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.002 Epoch 99 Batch 80/269 - Train Accuracy: 0.988, Validation Accuracy: 0.965, Loss: 0.001 Epoch 99 Batch 81/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.001 Epoch 99 Batch 82/269 - Train Accuracy: 0.988, Validation Accuracy: 0.964, Loss: 0.001 Epoch 99 Batch 83/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 99 Batch 84/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 99 Batch 85/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 99 Batch 86/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.001 Epoch 99 Batch 87/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 99 Batch 88/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.001 Epoch 99 Batch 89/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 99 Batch 90/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.001 Epoch 99 Batch 91/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 99 Batch 92/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.003 Epoch 99 Batch 93/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 99 Batch 94/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.001 Epoch 99 Batch 95/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 99 Batch 96/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.001 Epoch 99 Batch 97/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 99 Batch 98/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 99 Batch 99/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.001 Epoch 99 Batch 100/269 - Train Accuracy: 0.989, Validation Accuracy: 0.969, Loss: 0.001 Epoch 99 Batch 101/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 99 Batch 102/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 99 Batch 103/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.002 Epoch 99 Batch 104/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 99 Batch 105/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 99 Batch 106/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 99 Batch 107/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 99 Batch 108/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 99 Batch 109/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.001 Epoch 99 Batch 110/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.002 Epoch 99 Batch 111/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.001 Epoch 99 Batch 112/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.002 Epoch 99 Batch 113/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.003 Epoch 99 Batch 114/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.001 Epoch 99 Batch 115/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 99 Batch 116/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.001 Epoch 99 Batch 117/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 99 Batch 118/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 99 Batch 119/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.002 Epoch 99 Batch 120/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 99 Batch 121/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.001 Epoch 99 Batch 122/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.002 Epoch 99 Batch 123/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.003 Epoch 99 Batch 124/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.003 Epoch 99 Batch 125/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 99 Batch 126/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.002 Epoch 99 Batch 127/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 99 Batch 128/269 - Train Accuracy: 0.987, Validation Accuracy: 0.967, Loss: 0.001 Epoch 99 Batch 129/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 99 Batch 130/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.002 Epoch 99 Batch 131/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 99 Batch 132/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.003 Epoch 99 Batch 133/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 99 Batch 134/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 99 Batch 135/269 - Train Accuracy: 0.984, Validation Accuracy: 0.972, Loss: 0.001 Epoch 99 Batch 136/269 - Train Accuracy: 0.983, Validation Accuracy: 0.973, Loss: 0.002 Epoch 99 Batch 137/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 99 Batch 138/269 - Train Accuracy: 0.985, Validation Accuracy: 0.973, Loss: 0.003 Epoch 99 Batch 139/269 - Train Accuracy: 0.986, Validation Accuracy: 0.973, Loss: 0.002 Epoch 99 Batch 140/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 99 Batch 141/269 - Train Accuracy: 0.987, Validation Accuracy: 0.971, Loss: 0.001 Epoch 99 Batch 142/269 - Train Accuracy: 0.983, Validation Accuracy: 0.971, Loss: 0.002 Epoch 99 Batch 143/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.002 Epoch 99 Batch 144/269 - Train Accuracy: 0.985, Validation Accuracy: 0.971, Loss: 0.001 Epoch 99 Batch 145/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 99 Batch 146/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.001 Epoch 99 Batch 147/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.003 Epoch 99 Batch 148/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.001 Epoch 99 Batch 149/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.002 Epoch 99 Batch 150/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 99 Batch 151/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 99 Batch 152/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 99 Batch 153/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 99 Batch 154/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.001 Epoch 99 Batch 155/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.001 Epoch 99 Batch 156/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 99 Batch 157/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.001 Epoch 99 Batch 158/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.002 Epoch 99 Batch 159/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 99 Batch 160/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 99 Batch 161/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 99 Batch 162/269 - Train Accuracy: 0.987, Validation Accuracy: 0.968, Loss: 0.002 Epoch 99 Batch 163/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.002 Epoch 99 Batch 164/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 99 Batch 165/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 99 Batch 166/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 99 Batch 167/269 - Train Accuracy: 0.987, Validation Accuracy: 0.969, Loss: 0.001 Epoch 99 Batch 168/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.001 Epoch 99 Batch 169/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.001 Epoch 99 Batch 170/269 - Train Accuracy: 0.987, Validation Accuracy: 0.973, Loss: 0.001 Epoch 99 Batch 171/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 99 Batch 172/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.003 Epoch 99 Batch 173/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 99 Batch 174/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.001 Epoch 99 Batch 175/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 99 Batch 176/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.001 Epoch 99 Batch 177/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.001 Epoch 99 Batch 178/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.002 Epoch 99 Batch 179/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 99 Batch 180/269 - Train Accuracy: 0.986, Validation Accuracy: 0.969, Loss: 0.001 Epoch 99 Batch 181/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 Epoch 99 Batch 182/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 99 Batch 183/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.001 Epoch 99 Batch 184/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 99 Batch 185/269 - Train Accuracy: 0.987, Validation Accuracy: 0.966, Loss: 0.002 Epoch 99 Batch 186/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.001 Epoch 99 Batch 187/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.001 Epoch 99 Batch 188/269 - Train Accuracy: 0.988, Validation Accuracy: 0.965, Loss: 0.001 Epoch 99 Batch 189/269 - Train Accuracy: 0.987, Validation Accuracy: 0.964, Loss: 0.002 Epoch 99 Batch 190/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.002 Epoch 99 Batch 191/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.001 Epoch 99 Batch 192/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.002 Epoch 99 Batch 193/269 - Train Accuracy: 0.984, Validation Accuracy: 0.967, Loss: 0.002 Epoch 99 Batch 194/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.001 Epoch 99 Batch 195/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 99 Batch 196/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.002 Epoch 99 Batch 197/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 99 Batch 198/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.001 Epoch 99 Batch 199/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.001 Epoch 99 Batch 200/269 - Train Accuracy: 0.988, Validation Accuracy: 0.966, Loss: 0.002 Epoch 99 Batch 201/269 - Train Accuracy: 0.985, Validation Accuracy: 0.964, Loss: 0.002 Epoch 99 Batch 202/269 - Train Accuracy: 0.984, Validation Accuracy: 0.964, Loss: 0.001 Epoch 99 Batch 203/269 - Train Accuracy: 0.988, Validation Accuracy: 0.962, Loss: 0.001 Epoch 99 Batch 204/269 - Train Accuracy: 0.987, Validation Accuracy: 0.960, Loss: 0.002 Epoch 99 Batch 205/269 - Train Accuracy: 0.984, Validation Accuracy: 0.961, Loss: 0.001 Epoch 99 Batch 206/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.002 Epoch 99 Batch 207/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.002 Epoch 99 Batch 208/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 99 Batch 209/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 99 Batch 210/269 - Train Accuracy: 0.988, Validation Accuracy: 0.967, Loss: 0.001 Epoch 99 Batch 211/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 99 Batch 212/269 - Train Accuracy: 0.988, Validation Accuracy: 0.967, Loss: 0.002 Epoch 99 Batch 213/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.001 Epoch 99 Batch 214/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.001 Epoch 99 Batch 215/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 99 Batch 216/269 - Train Accuracy: 0.985, Validation Accuracy: 0.966, Loss: 0.003 Epoch 99 Batch 217/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 99 Batch 218/269 - Train Accuracy: 0.987, Validation Accuracy: 0.965, Loss: 0.001 Epoch 99 Batch 219/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.001 Epoch 99 Batch 220/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.002 Epoch 99 Batch 221/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.002 Epoch 99 Batch 222/269 - Train Accuracy: 0.988, Validation Accuracy: 0.964, Loss: 0.001 Epoch 99 Batch 223/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 99 Batch 224/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 99 Batch 225/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.003 Epoch 99 Batch 226/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.001 Epoch 99 Batch 227/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.002 Epoch 99 Batch 228/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 99 Batch 229/269 - Train Accuracy: 0.985, Validation Accuracy: 0.965, Loss: 0.002 Epoch 99 Batch 230/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.002 Epoch 99 Batch 231/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.002 Epoch 99 Batch 232/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.003 Epoch 99 Batch 233/269 - Train Accuracy: 0.988, Validation Accuracy: 0.966, Loss: 0.001 Epoch 99 Batch 234/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.002 Epoch 99 Batch 235/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 99 Batch 236/269 - Train Accuracy: 0.986, Validation Accuracy: 0.967, Loss: 0.002 Epoch 99 Batch 237/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.003 Epoch 99 Batch 238/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.003 Epoch 99 Batch 239/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.003 Epoch 99 Batch 240/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.003 Epoch 99 Batch 241/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.002 Epoch 99 Batch 242/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.001 Epoch 99 Batch 243/269 - Train Accuracy: 0.988, Validation Accuracy: 0.969, Loss: 0.002 Epoch 99 Batch 244/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.002 Epoch 99 Batch 245/269 - Train Accuracy: 0.986, Validation Accuracy: 0.968, Loss: 0.002 Epoch 99 Batch 246/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 99 Batch 247/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.002 Epoch 99 Batch 248/269 - Train Accuracy: 0.985, Validation Accuracy: 0.969, Loss: 0.002 Epoch 99 Batch 249/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 99 Batch 250/269 - Train Accuracy: 0.988, Validation Accuracy: 0.968, Loss: 0.002 Epoch 99 Batch 251/269 - Train Accuracy: 0.985, Validation Accuracy: 0.968, Loss: 0.002 Epoch 99 Batch 252/269 - Train Accuracy: 0.985, Validation Accuracy: 0.967, Loss: 0.002 Epoch 99 Batch 253/269 - Train Accuracy: 0.985, Validation Accuracy: 0.972, Loss: 0.002 Epoch 99 Batch 254/269 - Train Accuracy: 0.982, Validation Accuracy: 0.975, Loss: 0.003 Epoch 99 Batch 255/269 - Train Accuracy: 0.987, Validation Accuracy: 0.970, Loss: 0.002 Epoch 99 Batch 256/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.002 Epoch 99 Batch 257/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.003 Epoch 99 Batch 258/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.003 Epoch 99 Batch 259/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 99 Batch 260/269 - Train Accuracy: 0.986, Validation Accuracy: 0.972, Loss: 0.002 Epoch 99 Batch 261/269 - Train Accuracy: 0.984, Validation Accuracy: 0.971, Loss: 0.002 Epoch 99 Batch 262/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.003 Epoch 99 Batch 263/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 99 Batch 264/269 - Train Accuracy: 0.986, Validation Accuracy: 0.970, Loss: 0.002 Epoch 99 Batch 265/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.003 Epoch 99 Batch 266/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.001 Epoch 99 Batch 267/269 - Train Accuracy: 0.985, Validation Accuracy: 0.970, Loss: 0.002 >>>>>>> 307c83c... submission_01 ======= Epoch 27 Batch 46/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.013 Epoch 27 Batch 47/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.015 Epoch 27 Batch 48/269 - Train Accuracy: 0.953, Validation Accuracy: 0.955, Loss: 0.017 Epoch 27 Batch 49/269 - Train Accuracy: 0.956, Validation Accuracy: 0.956, Loss: 0.023 Epoch 27 Batch 50/269 - Train Accuracy: 0.959, Validation Accuracy: 0.952, Loss: 0.024 Epoch 27 Batch 51/269 - Train Accuracy: 0.959, Validation Accuracy: 0.950, Loss: 0.020 Epoch 27 Batch 52/269 - Train Accuracy: 0.954, Validation Accuracy: 0.946, Loss: 0.016 Epoch 27 Batch 53/269 - Train Accuracy: 0.961, Validation Accuracy: 0.945, Loss: 0.019 Epoch 27 Batch 54/269 - Train Accuracy: 0.966, Validation Accuracy: 0.943, Loss: 0.021 Epoch 27 Batch 55/269 - Train Accuracy: 0.951, Validation Accuracy: 0.944, Loss: 0.019 Epoch 27 Batch 56/269 - Train Accuracy: 0.943, Validation Accuracy: 0.948, Loss: 0.026 Epoch 27 Batch 57/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.024 Epoch 27 Batch 58/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.021 Epoch 27 Batch 59/269 - Train Accuracy: 0.964, Validation Accuracy: 0.949, Loss: 0.015 Epoch 27 Batch 60/269 - Train Accuracy: 0.952, Validation Accuracy: 0.953, Loss: 0.026 Epoch 27 Batch 61/269 - Train Accuracy: 0.951, Validation Accuracy: 0.948, Loss: 0.019 Epoch 27 Batch 62/269 - Train Accuracy: 0.954, Validation Accuracy: 0.946, Loss: 0.021 Epoch 27 Batch 63/269 - Train Accuracy: 0.950, Validation Accuracy: 0.947, Loss: 0.023 Epoch 27 Batch 64/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.020 Epoch 27 Batch 65/269 - Train Accuracy: 0.951, Validation Accuracy: 0.942, Loss: 0.019 Epoch 27 Batch 66/269 - Train Accuracy: 0.953, Validation Accuracy: 0.941, Loss: 0.023 Epoch 27 Batch 67/269 - Train Accuracy: 0.952, Validation Accuracy: 0.939, Loss: 0.024 Epoch 27 Batch 68/269 - Train Accuracy: 0.943, Validation Accuracy: 0.945, Loss: 0.022 Epoch 27 Batch 69/269 - Train Accuracy: 0.951, Validation Accuracy: 0.947, Loss: 0.024 Epoch 27 Batch 70/269 - Train Accuracy: 0.952, Validation Accuracy: 0.950, Loss: 0.020 Epoch 27 Batch 71/269 - Train Accuracy: 0.953, Validation Accuracy: 0.945, Loss: 0.021 Epoch 27 Batch 72/269 - Train Accuracy: 0.945, Validation Accuracy: 0.943, Loss: 0.024 Epoch 27 Batch 73/269 - Train Accuracy: 0.948, Validation Accuracy: 0.952, Loss: 0.025 Epoch 27 Batch 74/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.021 Epoch 27 Batch 75/269 - Train Accuracy: 0.952, Validation Accuracy: 0.954, Loss: 0.019 Epoch 27 Batch 76/269 - Train Accuracy: 0.955, Validation Accuracy: 0.953, Loss: 0.019 Epoch 27 Batch 77/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.022 Epoch 27 Batch 78/269 - Train Accuracy: 0.955, Validation Accuracy: 0.948, Loss: 0.018 Epoch 27 Batch 79/269 - Train Accuracy: 0.950, Validation Accuracy: 0.951, Loss: 0.023 Epoch 27 Batch 80/269 - Train Accuracy: 0.965, Validation Accuracy: 0.950, Loss: 0.020 Epoch 27 Batch 81/269 - Train Accuracy: 0.958, Validation Accuracy: 0.949, Loss: 0.024 Epoch 27 Batch 82/269 - Train Accuracy: 0.960, Validation Accuracy: 0.946, Loss: 0.015 Epoch 27 Batch 83/269 - Train Accuracy: 0.953, Validation Accuracy: 0.946, Loss: 0.026 Epoch 27 Batch 84/269 - Train Accuracy: 0.963, Validation Accuracy: 0.945, Loss: 0.021 Epoch 27 Batch 85/269 - Train Accuracy: 0.953, Validation Accuracy: 0.945, Loss: 0.019 Epoch 27 Batch 86/269 - Train Accuracy: 0.962, Validation Accuracy: 0.943, Loss: 0.016 Epoch 27 Batch 87/269 - Train Accuracy: 0.957, Validation Accuracy: 0.940, Loss: 0.020 Epoch 27 Batch 88/269 - Train Accuracy: 0.952, Validation Accuracy: 0.938, Loss: 0.019 Epoch 27 Batch 89/269 - Train Accuracy: 0.963, Validation Accuracy: 0.947, Loss: 0.020 Epoch 27 Batch 90/269 - Train Accuracy: 0.956, Validation Accuracy: 0.946, Loss: 0.018 Epoch 27 Batch 91/269 - Train Accuracy: 0.957, Validation Accuracy: 0.942, Loss: 0.019 Epoch 27 Batch 92/269 - Train Accuracy: 0.954, Validation Accuracy: 0.941, Loss: 0.019 Epoch 27 Batch 93/269 - Train Accuracy: 0.955, Validation Accuracy: 0.943, Loss: 0.018 Epoch 27 Batch 94/269 - Train Accuracy: 0.955, Validation Accuracy: 0.942, Loss: 0.024 Epoch 27 Batch 95/269 - Train Accuracy: 0.960, Validation Accuracy: 0.944, Loss: 0.017 Epoch 27 Batch 96/269 - Train Accuracy: 0.948, Validation Accuracy: 0.943, Loss: 0.023 Epoch 27 Batch 97/269 - Train Accuracy: 0.957, Validation Accuracy: 0.950, Loss: 0.019 Epoch 27 Batch 98/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.023 Epoch 27 Batch 99/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.018 Epoch 27 Batch 100/269 - Train Accuracy: 0.956, Validation Accuracy: 0.947, Loss: 0.021 Epoch 27 Batch 101/269 - Train Accuracy: 0.958, Validation Accuracy: 0.947, Loss: 0.025 Epoch 27 Batch 102/269 - Train Accuracy: 0.948, Validation Accuracy: 0.945, Loss: 0.022 Epoch 27 Batch 103/269 - Train Accuracy: 0.957, Validation Accuracy: 0.950, Loss: 0.019 Epoch 27 Batch 104/269 - Train Accuracy: 0.956, Validation Accuracy: 0.951, Loss: 0.020 Epoch 27 Batch 105/269 - Train Accuracy: 0.952, Validation Accuracy: 0.944, Loss: 0.021 Epoch 27 Batch 106/269 - Train Accuracy: 0.955, Validation Accuracy: 0.947, Loss: 0.016 Epoch 27 Batch 107/269 - Train Accuracy: 0.952, Validation Accuracy: 0.946, Loss: 0.018 Epoch 27 Batch 108/269 - Train Accuracy: 0.958, Validation Accuracy: 0.946, Loss: 0.018 Epoch 27 Batch 109/269 - Train Accuracy: 0.955, Validation Accuracy: 0.945, Loss: 0.019 Epoch 27 Batch 110/269 - Train Accuracy: 0.953, Validation Accuracy: 0.944, Loss: 0.017 Epoch 27 Batch 111/269 - Train Accuracy: 0.962, Validation Accuracy: 0.944, Loss: 0.017 Epoch 27 Batch 112/269 - Train Accuracy: 0.955, Validation Accuracy: 0.948, Loss: 0.018 Epoch 27 Batch 113/269 - Train Accuracy: 0.954, Validation Accuracy: 0.947, Loss: 0.019 Epoch 27 Batch 114/269 - Train Accuracy: 0.955, Validation Accuracy: 0.947, Loss: 0.021 Epoch 27 Batch 115/269 - Train Accuracy: 0.958, Validation Accuracy: 0.947, Loss: 0.020 Epoch 27 Batch 116/269 - Train Accuracy: 0.958, Validation Accuracy: 0.945, Loss: 0.016 Epoch 27 Batch 117/269 - Train Accuracy: 0.956, Validation Accuracy: 0.945, Loss: 0.017 Epoch 27 Batch 118/269 - Train Accuracy: 0.962, Validation Accuracy: 0.946, Loss: 0.016 Epoch 27 Batch 119/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.022 Epoch 27 Batch 120/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.019 Epoch 27 Batch 121/269 - Train Accuracy: 0.960, Validation Accuracy: 0.950, Loss: 0.016 Epoch 27 Batch 122/269 - Train Accuracy: 0.952, Validation Accuracy: 0.951, Loss: 0.021 Epoch 27 Batch 123/269 - Train Accuracy: 0.947, Validation Accuracy: 0.950, Loss: 0.020 Epoch 27 Batch 124/269 - Train Accuracy: 0.965, Validation Accuracy: 0.950, Loss: 0.016 Epoch 27 Batch 125/269 - Train Accuracy: 0.960, Validation Accuracy: 0.946, Loss: 0.018 Epoch 27 Batch 126/269 - Train Accuracy: 0.946, Validation Accuracy: 0.949, Loss: 0.020 Epoch 27 Batch 127/269 - Train Accuracy: 0.952, Validation Accuracy: 0.949, Loss: 0.020 Epoch 27 Batch 128/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.020 Epoch 27 Batch 129/269 - Train Accuracy: 0.949, Validation Accuracy: 0.955, Loss: 0.020 Epoch 27 Batch 130/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.020 Epoch 27 Batch 131/269 - Train Accuracy: 0.950, Validation Accuracy: 0.953, Loss: 0.025 Epoch 27 Batch 132/269 - Train Accuracy: 0.950, Validation Accuracy: 0.952, Loss: 0.021 Epoch 27 Batch 133/269 - Train Accuracy: 0.953, Validation Accuracy: 0.952, Loss: 0.018 Epoch 27 Batch 134/269 - Train Accuracy: 0.955, Validation Accuracy: 0.952, Loss: 0.019 Epoch 27 Batch 135/269 - Train Accuracy: 0.963, Validation Accuracy: 0.951, Loss: 0.017 Epoch 27 Batch 136/269 - Train Accuracy: 0.950, Validation Accuracy: 0.950, Loss: 0.020 Epoch 27 Batch 137/269 - Train Accuracy: 0.953, Validation Accuracy: 0.955, Loss: 0.021 Epoch 27 Batch 138/269 - Train Accuracy: 0.958, Validation Accuracy: 0.951, Loss: 0.017 Epoch 27 Batch 139/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.015 Epoch 27 Batch 140/269 - Train Accuracy: 0.957, Validation Accuracy: 0.948, Loss: 0.020 Epoch 27 Batch 141/269 - Train Accuracy: 0.953, Validation Accuracy: 0.948, Loss: 0.021 Epoch 27 Batch 142/269 - Train Accuracy: 0.952, Validation Accuracy: 0.953, Loss: 0.020 Epoch 27 Batch 143/269 - Train Accuracy: 0.955, Validation Accuracy: 0.951, Loss: 0.017 Epoch 27 Batch 144/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.015 Epoch 27 Batch 145/269 - Train Accuracy: 0.967, Validation Accuracy: 0.951, Loss: 0.014 Epoch 27 Batch 146/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.017 Epoch 27 Batch 147/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.019 Epoch 27 Batch 148/269 - Train Accuracy: 0.962, Validation Accuracy: 0.948, Loss: 0.019 Epoch 27 Batch 149/269 - Train Accuracy: 0.955, Validation Accuracy: 0.946, Loss: 0.020 Epoch 27 Batch 150/269 - Train Accuracy: 0.960, Validation Accuracy: 0.941, Loss: 0.021 Epoch 27 Batch 151/269 - Train Accuracy: 0.963, Validation Accuracy: 0.948, Loss: 0.019 Epoch 27 Batch 152/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.016 Epoch 27 Batch 153/269 - Train Accuracy: 0.963, Validation Accuracy: 0.950, Loss: 0.016 Epoch 27 Batch 154/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.017 Epoch 27 Batch 155/269 - Train Accuracy: 0.949, Validation Accuracy: 0.949, Loss: 0.018 Epoch 27 Batch 156/269 - Train Accuracy: 0.959, Validation Accuracy: 0.948, Loss: 0.017 Epoch 27 Batch 157/269 - Train Accuracy: 0.956, Validation Accuracy: 0.956, Loss: 0.015 Epoch 27 Batch 158/269 - Train Accuracy: 0.954, Validation Accuracy: 0.953, Loss: 0.018 Epoch 27 Batch 159/269 - Train Accuracy: 0.954, Validation Accuracy: 0.947, Loss: 0.016 Epoch 27 Batch 160/269 - Train Accuracy: 0.957, Validation Accuracy: 0.943, Loss: 0.017 Epoch 27 Batch 161/269 - Train Accuracy: 0.961, Validation Accuracy: 0.944, Loss: 0.017 Epoch 27 Batch 162/269 - Train Accuracy: 0.966, Validation Accuracy: 0.945, Loss: 0.017 Epoch 27 Batch 163/269 - Train Accuracy: 0.965, Validation Accuracy: 0.947, Loss: 0.016 Epoch 27 Batch 164/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.018 Epoch 27 Batch 165/269 - Train Accuracy: 0.965, Validation Accuracy: 0.945, Loss: 0.017 Epoch 27 Batch 166/269 - Train Accuracy: 0.962, Validation Accuracy: 0.944, Loss: 0.019 Epoch 27 Batch 167/269 - Train Accuracy: 0.957, Validation Accuracy: 0.948, Loss: 0.019 Epoch 27 Batch 168/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.019 Epoch 27 Batch 169/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.015 Epoch 27 Batch 170/269 - Train Accuracy: 0.957, Validation Accuracy: 0.945, Loss: 0.021 Epoch 27 Batch 171/269 - Train Accuracy: 0.960, Validation Accuracy: 0.944, Loss: 0.019 Epoch 27 Batch 172/269 - Train Accuracy: 0.968, Validation Accuracy: 0.944, Loss: 0.017 Epoch 27 Batch 173/269 - Train Accuracy: 0.951, Validation Accuracy: 0.947, Loss: 0.017 Epoch 27 Batch 174/269 - Train Accuracy: 0.959, Validation Accuracy: 0.946, Loss: 0.019 Epoch 27 Batch 175/269 - Train Accuracy: 0.950, Validation Accuracy: 0.950, Loss: 0.026 Epoch 27 Batch 176/269 - Train Accuracy: 0.959, Validation Accuracy: 0.948, Loss: 0.019 Epoch 27 Batch 177/269 - Train Accuracy: 0.965, Validation Accuracy: 0.945, Loss: 0.015 Epoch 27 Batch 178/269 - Train Accuracy: 0.962, Validation Accuracy: 0.945, Loss: 0.017 Epoch 27 Batch 179/269 - Train Accuracy: 0.955, Validation Accuracy: 0.944, Loss: 0.017 Epoch 27 Batch 180/269 - Train Accuracy: 0.962, Validation Accuracy: 0.940, Loss: 0.018 Epoch 27 Batch 181/269 - Train Accuracy: 0.959, Validation Accuracy: 0.941, Loss: 0.022 Epoch 27 Batch 182/269 - Train Accuracy: 0.960, Validation Accuracy: 0.945, Loss: 0.017 Epoch 27 Batch 183/269 - Train Accuracy: 0.968, Validation Accuracy: 0.949, Loss: 0.017 Epoch 27 Batch 184/269 - Train Accuracy: 0.955, Validation Accuracy: 0.945, Loss: 0.019 Epoch 27 Batch 185/269 - Train Accuracy: 0.969, Validation Accuracy: 0.945, Loss: 0.015 Epoch 27 Batch 186/269 - Train Accuracy: 0.960, Validation Accuracy: 0.946, Loss: 0.017 Epoch 27 Batch 187/269 - Train Accuracy: 0.959, Validation Accuracy: 0.944, Loss: 0.017 Epoch 27 Batch 188/269 - Train Accuracy: 0.966, Validation Accuracy: 0.945, Loss: 0.017 Epoch 27 Batch 189/269 - Train Accuracy: 0.963, Validation Accuracy: 0.949, Loss: 0.018 Epoch 27 Batch 190/269 - Train Accuracy: 0.959, Validation Accuracy: 0.948, Loss: 0.019 Epoch 27 Batch 191/269 - Train Accuracy: 0.963, Validation Accuracy: 0.947, Loss: 0.018 Epoch 27 Batch 192/269 - Train Accuracy: 0.969, Validation Accuracy: 0.949, Loss: 0.015 Epoch 27 Batch 193/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.016 Epoch 27 Batch 194/269 - Train Accuracy: 0.959, Validation Accuracy: 0.949, Loss: 0.020 Epoch 27 Batch 195/269 - Train Accuracy: 0.959, Validation Accuracy: 0.950, Loss: 0.017 Epoch 27 Batch 196/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.018 Epoch 27 Batch 197/269 - Train Accuracy: 0.959, Validation Accuracy: 0.948, Loss: 0.016 Epoch 27 Batch 198/269 - Train Accuracy: 0.956, Validation Accuracy: 0.948, Loss: 0.017 Epoch 27 Batch 199/269 - Train Accuracy: 0.965, Validation Accuracy: 0.949, Loss: 0.017 Epoch 27 Batch 200/269 - Train Accuracy: 0.970, Validation Accuracy: 0.950, Loss: 0.015 Epoch 27 Batch 201/269 - Train Accuracy: 0.960, Validation Accuracy: 0.950, Loss: 0.019 Epoch 27 Batch 202/269 - Train Accuracy: 0.959, Validation Accuracy: 0.952, Loss: 0.019 Epoch 27 Batch 203/269 - Train Accuracy: 0.961, Validation Accuracy: 0.950, Loss: 0.022 Epoch 27 Batch 204/269 - Train Accuracy: 0.967, Validation Accuracy: 0.948, Loss: 0.020 Epoch 27 Batch 205/269 - Train Accuracy: 0.963, Validation Accuracy: 0.947, Loss: 0.016 Epoch 27 Batch 206/269 - Train Accuracy: 0.956, Validation Accuracy: 0.947, Loss: 0.022 Epoch 27 Batch 207/269 - Train Accuracy: 0.962, Validation Accuracy: 0.949, Loss: 0.019 Epoch 27 Batch 208/269 - Train Accuracy: 0.962, Validation Accuracy: 0.948, Loss: 0.019 Epoch 27 Batch 209/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.017 Epoch 27 Batch 210/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.018 Epoch 27 Batch 211/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.018 Epoch 27 Batch 212/269 - Train Accuracy: 0.954, Validation Accuracy: 0.952, Loss: 0.022 Epoch 27 Batch 213/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.018 Epoch 27 Batch 214/269 - Train Accuracy: 0.955, Validation Accuracy: 0.953, Loss: 0.020 Epoch 27 Batch 215/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.019 Epoch 27 Batch 216/269 - Train Accuracy: 0.948, Validation Accuracy: 0.953, Loss: 0.026 Epoch 27 Batch 217/269 - Train Accuracy: 0.946, Validation Accuracy: 0.954, Loss: 0.021 Epoch 27 Batch 218/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.015 Epoch 27 Batch 219/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.019 Epoch 27 Batch 220/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.021 Epoch 27 Batch 221/269 - Train Accuracy: 0.950, Validation Accuracy: 0.949, Loss: 0.019 Epoch 27 Batch 222/269 - Train Accuracy: 0.964, Validation Accuracy: 0.947, Loss: 0.014 Epoch 27 Batch 223/269 - Train Accuracy: 0.961, Validation Accuracy: 0.947, Loss: 0.015 Epoch 27 Batch 224/269 - Train Accuracy: 0.953, Validation Accuracy: 0.948, Loss: 0.022 Epoch 27 Batch 225/269 - Train Accuracy: 0.955, Validation Accuracy: 0.951, Loss: 0.018 Epoch 27 Batch 226/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.020 Epoch 27 Batch 227/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.021 Epoch 27 Batch 228/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.017 Epoch 27 Batch 229/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.016 Epoch 27 Batch 230/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.017 Epoch 27 Batch 231/269 - Train Accuracy: 0.950, Validation Accuracy: 0.948, Loss: 0.020 Epoch 27 Batch 232/269 - Train Accuracy: 0.953, Validation Accuracy: 0.953, Loss: 0.018 Epoch 27 Batch 233/269 - Train Accuracy: 0.968, Validation Accuracy: 0.952, Loss: 0.017 Epoch 27 Batch 234/269 - Train Accuracy: 0.961, Validation Accuracy: 0.950, Loss: 0.018 Epoch 27 Batch 235/269 - Train Accuracy: 0.969, Validation Accuracy: 0.948, Loss: 0.013 Epoch 27 Batch 236/269 - Train Accuracy: 0.960, Validation Accuracy: 0.947, Loss: 0.019 Epoch 27 Batch 237/269 - Train Accuracy: 0.961, Validation Accuracy: 0.947, Loss: 0.017 Epoch 27 Batch 238/269 - Train Accuracy: 0.963, Validation Accuracy: 0.946, Loss: 0.016 Epoch 27 Batch 239/269 - Train Accuracy: 0.956, Validation Accuracy: 0.951, Loss: 0.018 Epoch 27 Batch 240/269 - Train Accuracy: 0.960, Validation Accuracy: 0.945, Loss: 0.018 Epoch 27 Batch 241/269 - Train Accuracy: 0.941, Validation Accuracy: 0.947, Loss: 0.024 Epoch 27 Batch 242/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.018 Epoch 27 Batch 243/269 - Train Accuracy: 0.969, Validation Accuracy: 0.949, Loss: 0.014 Epoch 27 Batch 244/269 - Train Accuracy: 0.960, Validation Accuracy: 0.948, Loss: 0.018 Epoch 27 Batch 245/269 - Train Accuracy: 0.954, Validation Accuracy: 0.946, Loss: 0.017 Epoch 27 Batch 246/269 - Train Accuracy: 0.948, Validation Accuracy: 0.949, Loss: 0.022 Epoch 27 Batch 247/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.024 Epoch 27 Batch 248/269 - Train Accuracy: 0.968, Validation Accuracy: 0.950, Loss: 0.015 Epoch 27 Batch 249/269 - Train Accuracy: 0.958, Validation Accuracy: 0.948, Loss: 0.018 Epoch 27 Batch 250/269 - Train Accuracy: 0.957, Validation Accuracy: 0.947, Loss: 0.020 Epoch 27 Batch 251/269 - Train Accuracy: 0.964, Validation Accuracy: 0.951, Loss: 0.020 Epoch 27 Batch 252/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.016 Epoch 27 Batch 253/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.017 Epoch 27 Batch 254/269 - Train Accuracy: 0.955, Validation Accuracy: 0.952, Loss: 0.016 Epoch 27 Batch 255/269 - Train Accuracy: 0.963, Validation Accuracy: 0.946, Loss: 0.017 Epoch 27 Batch 256/269 - Train Accuracy: 0.951, Validation Accuracy: 0.946, Loss: 0.018 Epoch 27 Batch 257/269 - Train Accuracy: 0.952, Validation Accuracy: 0.945, Loss: 0.019 Epoch 27 Batch 258/269 - Train Accuracy: 0.965, Validation Accuracy: 0.944, Loss: 0.016 Epoch 27 Batch 259/269 - Train Accuracy: 0.965, Validation Accuracy: 0.940, Loss: 0.018 Epoch 27 Batch 260/269 - Train Accuracy: 0.956, Validation Accuracy: 0.943, Loss: 0.022 Epoch 27 Batch 261/269 - Train Accuracy: 0.957, Validation Accuracy: 0.942, Loss: 0.018 Epoch 27 Batch 262/269 - Train Accuracy: 0.954, Validation Accuracy: 0.945, Loss: 0.020 Epoch 27 Batch 263/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.018 Epoch 27 Batch 264/269 - Train Accuracy: 0.952, Validation Accuracy: 0.948, Loss: 0.020 Epoch 27 Batch 265/269 - Train Accuracy: 0.961, Validation Accuracy: 0.947, Loss: 0.019 Epoch 27 Batch 266/269 - Train Accuracy: 0.963, Validation Accuracy: 0.948, Loss: 0.014 Epoch 27 Batch 267/269 - Train Accuracy: 0.965, Validation Accuracy: 0.948, Loss: 0.018 Epoch 28 Batch 0/269 - Train Accuracy: 0.966, Validation Accuracy: 0.947, Loss: 0.018 Epoch 28 Batch 1/269 - Train Accuracy: 0.957, Validation Accuracy: 0.942, Loss: 0.017 Epoch 28 Batch 2/269 - Train Accuracy: 0.953, Validation Accuracy: 0.948, Loss: 0.022 Epoch 28 Batch 3/269 - Train Accuracy: 0.967, Validation Accuracy: 0.950, Loss: 0.018 Epoch 28 Batch 4/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.021 Epoch 28 Batch 5/269 - Train Accuracy: 0.954, Validation Accuracy: 0.949, Loss: 0.018 Epoch 28 Batch 6/269 - Train Accuracy: 0.964, Validation Accuracy: 0.948, Loss: 0.016 Epoch 28 Batch 7/269 - Train Accuracy: 0.959, Validation Accuracy: 0.946, Loss: 0.017 Epoch 28 Batch 8/269 - Train Accuracy: 0.962, Validation Accuracy: 0.948, Loss: 0.018 Epoch 28 Batch 9/269 - Train Accuracy: 0.952, Validation Accuracy: 0.949, Loss: 0.020 Epoch 28 Batch 10/269 - Train Accuracy: 0.964, Validation Accuracy: 0.948, Loss: 0.017 Epoch 28 Batch 11/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.020 Epoch 28 Batch 12/269 - Train Accuracy: 0.954, Validation Accuracy: 0.954, Loss: 0.021 Epoch 28 Batch 13/269 - Train Accuracy: 0.963, Validation Accuracy: 0.951, Loss: 0.016 Epoch 28 Batch 14/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.017 Epoch 28 Batch 15/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.013 Epoch 28 Batch 16/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.020 Epoch 28 Batch 17/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.016 Epoch 28 Batch 18/269 - Train Accuracy: 0.958, Validation Accuracy: 0.955, Loss: 0.018 Epoch 28 Batch 19/269 - Train Accuracy: 0.969, Validation Accuracy: 0.949, Loss: 0.015 Epoch 28 Batch 20/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.018 Epoch 28 Batch 21/269 - Train Accuracy: 0.952, Validation Accuracy: 0.948, Loss: 0.021 Epoch 28 Batch 22/269 - Train Accuracy: 0.967, Validation Accuracy: 0.946, Loss: 0.016 Epoch 28 Batch 23/269 - Train Accuracy: 0.951, Validation Accuracy: 0.947, Loss: 0.022 Epoch 28 Batch 24/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.019 Epoch 28 Batch 25/269 - Train Accuracy: 0.952, Validation Accuracy: 0.951, Loss: 0.019 Epoch 28 Batch 26/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.020 Epoch 28 Batch 27/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.017 Epoch 28 Batch 28/269 - Train Accuracy: 0.949, Validation Accuracy: 0.952, Loss: 0.020 Epoch 28 Batch 29/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.016 Epoch 28 Batch 30/269 - Train Accuracy: 0.956, Validation Accuracy: 0.953, Loss: 0.019 Epoch 28 Batch 31/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.019 Epoch 28 Batch 32/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.012 Epoch 28 Batch 33/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.016 Epoch 28 Batch 34/269 - Train Accuracy: 0.959, Validation Accuracy: 0.950, Loss: 0.017 Epoch 28 Batch 35/269 - Train Accuracy: 0.954, Validation Accuracy: 0.951, Loss: 0.027 Epoch 28 Batch 36/269 - Train Accuracy: 0.950, Validation Accuracy: 0.949, Loss: 0.018 Epoch 28 Batch 37/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.019 Epoch 28 Batch 38/269 - Train Accuracy: 0.953, Validation Accuracy: 0.946, Loss: 0.021 Epoch 28 Batch 39/269 - Train Accuracy: 0.960, Validation Accuracy: 0.945, Loss: 0.015 Epoch 28 Batch 40/269 - Train Accuracy: 0.956, Validation Accuracy: 0.946, Loss: 0.020 Epoch 28 Batch 41/269 - Train Accuracy: 0.960, Validation Accuracy: 0.944, Loss: 0.017 Epoch 28 Batch 42/269 - Train Accuracy: 0.961, Validation Accuracy: 0.947, Loss: 0.018 Epoch 28 Batch 43/269 - Train Accuracy: 0.949, Validation Accuracy: 0.947, Loss: 0.021 Epoch 28 Batch 44/269 - Train Accuracy: 0.962, Validation Accuracy: 0.942, Loss: 0.024 Epoch 28 Batch 45/269 - Train Accuracy: 0.950, Validation Accuracy: 0.941, Loss: 0.020 Epoch 28 Batch 46/269 - Train Accuracy: 0.964, Validation Accuracy: 0.945, Loss: 0.016 Epoch 28 Batch 47/269 - Train Accuracy: 0.970, Validation Accuracy: 0.946, Loss: 0.014 Epoch 28 Batch 48/269 - Train Accuracy: 0.960, Validation Accuracy: 0.944, Loss: 0.020 Epoch 28 Batch 49/269 - Train Accuracy: 0.957, Validation Accuracy: 0.944, Loss: 0.025 Epoch 28 Batch 50/269 - Train Accuracy: 0.948, Validation Accuracy: 0.948, Loss: 0.025 Epoch 28 Batch 51/269 - Train Accuracy: 0.957, Validation Accuracy: 0.948, Loss: 0.023 Epoch 28 Batch 52/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.019 Epoch 28 Batch 53/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.026 Epoch 28 Batch 54/269 - Train Accuracy: 0.959, Validation Accuracy: 0.949, Loss: 0.025 Epoch 28 Batch 55/269 - Train Accuracy: 0.952, Validation Accuracy: 0.949, Loss: 0.022 Epoch 28 Batch 56/269 - Train Accuracy: 0.951, Validation Accuracy: 0.952, Loss: 0.021 Epoch 28 Batch 57/269 - Train Accuracy: 0.960, Validation Accuracy: 0.948, Loss: 0.022 Epoch 28 Batch 58/269 - Train Accuracy: 0.957, Validation Accuracy: 0.946, Loss: 0.019 Epoch 28 Batch 59/269 - Train Accuracy: 0.968, Validation Accuracy: 0.948, Loss: 0.017 Epoch 28 Batch 60/269 - Train Accuracy: 0.955, Validation Accuracy: 0.953, Loss: 0.022 Epoch 28 Batch 61/269 - Train Accuracy: 0.948, Validation Accuracy: 0.949, Loss: 0.022 Epoch 28 Batch 62/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.023 Epoch 28 Batch 63/269 - Train Accuracy: 0.959, Validation Accuracy: 0.946, Loss: 0.022 Epoch 28 Batch 64/269 - Train Accuracy: 0.964, Validation Accuracy: 0.949, Loss: 0.017 Epoch 28 Batch 65/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.019 Epoch 28 Batch 66/269 - Train Accuracy: 0.957, Validation Accuracy: 0.942, Loss: 0.021 Epoch 28 Batch 67/269 - Train Accuracy: 0.948, Validation Accuracy: 0.938, Loss: 0.023 Epoch 28 Batch 68/269 - Train Accuracy: 0.951, Validation Accuracy: 0.944, Loss: 0.022 Epoch 28 Batch 69/269 - Train Accuracy: 0.950, Validation Accuracy: 0.945, Loss: 0.024 Epoch 28 Batch 70/269 - Train Accuracy: 0.955, Validation Accuracy: 0.947, Loss: 0.021 Epoch 28 Batch 71/269 - Train Accuracy: 0.961, Validation Accuracy: 0.947, Loss: 0.022 Epoch 28 Batch 72/269 - Train Accuracy: 0.953, Validation Accuracy: 0.946, Loss: 0.022 Epoch 28 Batch 73/269 - Train Accuracy: 0.958, Validation Accuracy: 0.945, Loss: 0.023 Epoch 28 Batch 74/269 - Train Accuracy: 0.964, Validation Accuracy: 0.945, Loss: 0.019 Epoch 28 Batch 75/269 - Train Accuracy: 0.949, Validation Accuracy: 0.943, Loss: 0.025 Epoch 28 Batch 76/269 - Train Accuracy: 0.953, Validation Accuracy: 0.943, Loss: 0.021 Epoch 28 Batch 77/269 - Train Accuracy: 0.961, Validation Accuracy: 0.939, Loss: 0.019 Epoch 28 Batch 78/269 - Train Accuracy: 0.957, Validation Accuracy: 0.942, Loss: 0.023 Epoch 28 Batch 79/269 - Train Accuracy: 0.955, Validation Accuracy: 0.944, Loss: 0.021 Epoch 28 Batch 80/269 - Train Accuracy: 0.962, Validation Accuracy: 0.946, Loss: 0.017 Epoch 28 Batch 81/269 - Train Accuracy: 0.954, Validation Accuracy: 0.945, Loss: 0.022 Epoch 28 Batch 82/269 - Train Accuracy: 0.965, Validation Accuracy: 0.945, Loss: 0.016 Epoch 28 Batch 83/269 - Train Accuracy: 0.952, Validation Accuracy: 0.941, Loss: 0.022 Epoch 28 Batch 84/269 - Train Accuracy: 0.955, Validation Accuracy: 0.946, Loss: 0.022 Epoch 28 Batch 85/269 - Train Accuracy: 0.958, Validation Accuracy: 0.947, Loss: 0.023 Epoch 28 Batch 86/269 - Train Accuracy: 0.958, Validation Accuracy: 0.947, Loss: 0.016 Epoch 28 Batch 87/269 - Train Accuracy: 0.961, Validation Accuracy: 0.947, Loss: 0.021 Epoch 28 Batch 88/269 - Train Accuracy: 0.960, Validation Accuracy: 0.950, Loss: 0.019 Epoch 28 Batch 89/269 - Train Accuracy: 0.968, Validation Accuracy: 0.950, Loss: 0.020 Epoch 28 Batch 90/269 - Train Accuracy: 0.954, Validation Accuracy: 0.952, Loss: 0.023 Epoch 28 Batch 91/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.019 Epoch 28 Batch 92/269 - Train Accuracy: 0.963, Validation Accuracy: 0.950, Loss: 0.020 Epoch 28 Batch 93/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.018 Epoch 28 Batch 94/269 - Train Accuracy: 0.955, Validation Accuracy: 0.951, Loss: 0.030 Epoch 28 Batch 95/269 - Train Accuracy: 0.958, Validation Accuracy: 0.949, Loss: 0.018 Epoch 28 Batch 96/269 - Train Accuracy: 0.952, Validation Accuracy: 0.948, Loss: 0.021 Epoch 28 Batch 97/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.023 Epoch 28 Batch 98/269 - Train Accuracy: 0.957, Validation Accuracy: 0.951, Loss: 0.026 Epoch 28 Batch 99/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.020 Epoch 28 Batch 100/269 - Train Accuracy: 0.961, Validation Accuracy: 0.947, Loss: 0.022 Epoch 28 Batch 101/269 - Train Accuracy: 0.955, Validation Accuracy: 0.947, Loss: 0.025 Epoch 28 Batch 102/269 - Train Accuracy: 0.941, Validation Accuracy: 0.948, Loss: 0.021 Epoch 28 Batch 103/269 - Train Accuracy: 0.958, Validation Accuracy: 0.948, Loss: 0.022 Epoch 28 Batch 104/269 - Train Accuracy: 0.950, Validation Accuracy: 0.951, Loss: 0.019 Epoch 28 Batch 105/269 - Train Accuracy: 0.955, Validation Accuracy: 0.945, Loss: 0.021 Epoch 28 Batch 106/269 - Train Accuracy: 0.960, Validation Accuracy: 0.946, Loss: 0.019 Epoch 28 Batch 107/269 - Train Accuracy: 0.959, Validation Accuracy: 0.946, Loss: 0.018 Epoch 28 Batch 108/269 - Train Accuracy: 0.965, Validation Accuracy: 0.944, Loss: 0.019 Epoch 28 Batch 109/269 - Train Accuracy: 0.947, Validation Accuracy: 0.946, Loss: 0.025 Epoch 28 Batch 110/269 - Train Accuracy: 0.953, Validation Accuracy: 0.944, Loss: 0.020 Epoch 28 Batch 111/269 - Train Accuracy: 0.956, Validation Accuracy: 0.943, Loss: 0.021 Epoch 28 Batch 112/269 - Train Accuracy: 0.952, Validation Accuracy: 0.943, Loss: 0.022 Epoch 28 Batch 113/269 - Train Accuracy: 0.958, Validation Accuracy: 0.941, Loss: 0.021 Epoch 28 Batch 114/269 - Train Accuracy: 0.952, Validation Accuracy: 0.942, Loss: 0.021 Epoch 28 Batch 115/269 - Train Accuracy: 0.954, Validation Accuracy: 0.941, Loss: 0.021 Epoch 28 Batch 116/269 - Train Accuracy: 0.961, Validation Accuracy: 0.941, Loss: 0.018 Epoch 28 Batch 117/269 - Train Accuracy: 0.961, Validation Accuracy: 0.946, Loss: 0.018 Epoch 28 Batch 118/269 - Train Accuracy: 0.963, Validation Accuracy: 0.949, Loss: 0.016 Epoch 28 Batch 119/269 - Train Accuracy: 0.957, Validation Accuracy: 0.950, Loss: 0.021 Epoch 28 Batch 120/269 - Train Accuracy: 0.953, Validation Accuracy: 0.952, Loss: 0.019 Epoch 28 Batch 121/269 - Train Accuracy: 0.965, Validation Accuracy: 0.951, Loss: 0.016 Epoch 28 Batch 122/269 - Train Accuracy: 0.948, Validation Accuracy: 0.952, Loss: 0.022 Epoch 28 Batch 123/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.022 Epoch 28 Batch 124/269 - Train Accuracy: 0.968, Validation Accuracy: 0.953, Loss: 0.017 Epoch 28 Batch 125/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.016 Epoch 28 Batch 126/269 - Train Accuracy: 0.948, Validation Accuracy: 0.955, Loss: 0.019 Epoch 28 Batch 127/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.021 Epoch 28 Batch 128/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.018 Epoch 28 Batch 129/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.019 Epoch 28 Batch 130/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.023 Epoch 28 Batch 131/269 - Train Accuracy: 0.949, Validation Accuracy: 0.953, Loss: 0.022 Epoch 28 Batch 132/269 - Train Accuracy: 0.948, Validation Accuracy: 0.955, Loss: 0.022 Epoch 28 Batch 133/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.020 Epoch 28 Batch 134/269 - Train Accuracy: 0.953, Validation Accuracy: 0.956, Loss: 0.021 Epoch 28 Batch 135/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.017 Epoch 28 Batch 136/269 - Train Accuracy: 0.950, Validation Accuracy: 0.951, Loss: 0.024 Epoch 28 Batch 137/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.021 Epoch 28 Batch 138/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.017 Epoch 28 Batch 139/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.016 Epoch 28 Batch 140/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.022 Epoch 28 Batch 141/269 - Train Accuracy: 0.952, Validation Accuracy: 0.960, Loss: 0.026 Epoch 28 Batch 142/269 - Train Accuracy: 0.954, Validation Accuracy: 0.957, Loss: 0.019 Epoch 28 Batch 143/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.018 Epoch 28 Batch 144/269 - Train Accuracy: 0.956, Validation Accuracy: 0.953, Loss: 0.018 Epoch 28 Batch 145/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.018 Epoch 28 Batch 146/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.016 Epoch 28 Batch 147/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.021 Epoch 28 Batch 148/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.018 Epoch 28 Batch 149/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.021 Epoch 28 Batch 150/269 - Train Accuracy: 0.959, Validation Accuracy: 0.952, Loss: 0.021 Epoch 28 Batch 151/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.021 Epoch 28 Batch 152/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.019 Epoch 28 Batch 153/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.016 Epoch 28 Batch 154/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.017 Epoch 28 Batch 155/269 - Train Accuracy: 0.957, Validation Accuracy: 0.951, Loss: 0.018 Epoch 28 Batch 156/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.022 Epoch 28 Batch 157/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.020 Epoch 28 Batch 158/269 - Train Accuracy: 0.956, Validation Accuracy: 0.955, Loss: 0.019 Epoch 28 Batch 159/269 - Train Accuracy: 0.956, Validation Accuracy: 0.958, Loss: 0.017 Epoch 28 Batch 160/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.020 Epoch 28 Batch 161/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.019 Epoch 28 Batch 162/269 - Train Accuracy: 0.962, Validation Accuracy: 0.948, Loss: 0.020 Epoch 28 Batch 163/269 - Train Accuracy: 0.968, Validation Accuracy: 0.949, Loss: 0.019 Epoch 28 Batch 164/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.021 Epoch 28 Batch 165/269 - Train Accuracy: 0.966, Validation Accuracy: 0.948, Loss: 0.017 Epoch 28 Batch 166/269 - Train Accuracy: 0.956, Validation Accuracy: 0.952, Loss: 0.019 Epoch 28 Batch 167/269 - Train Accuracy: 0.956, Validation Accuracy: 0.955, Loss: 0.019 Epoch 28 Batch 168/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.019 Epoch 28 Batch 169/269 - Train Accuracy: 0.946, Validation Accuracy: 0.950, Loss: 0.018 Epoch 28 Batch 170/269 - Train Accuracy: 0.953, Validation Accuracy: 0.949, Loss: 0.021 Epoch 28 Batch 171/269 - Train Accuracy: 0.958, Validation Accuracy: 0.946, Loss: 0.019 Epoch 28 Batch 172/269 - Train Accuracy: 0.966, Validation Accuracy: 0.947, Loss: 0.020 Epoch 28 Batch 173/269 - Train Accuracy: 0.952, Validation Accuracy: 0.949, Loss: 0.018 Epoch 28 Batch 174/269 - Train Accuracy: 0.961, Validation Accuracy: 0.946, Loss: 0.019 Epoch 28 Batch 175/269 - Train Accuracy: 0.949, Validation Accuracy: 0.947, Loss: 0.027 Epoch 28 Batch 176/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.021 Epoch 28 Batch 177/269 - Train Accuracy: 0.965, Validation Accuracy: 0.952, Loss: 0.015 Epoch 28 Batch 178/269 - Train Accuracy: 0.963, Validation Accuracy: 0.948, Loss: 0.020 Epoch 28 Batch 179/269 - Train Accuracy: 0.956, Validation Accuracy: 0.947, Loss: 0.019 Epoch 28 Batch 180/269 - Train Accuracy: 0.954, Validation Accuracy: 0.949, Loss: 0.023 Epoch 28 Batch 181/269 - Train Accuracy: 0.956, Validation Accuracy: 0.946, Loss: 0.020 Epoch 28 Batch 182/269 - Train Accuracy: 0.957, Validation Accuracy: 0.948, Loss: 0.020 Epoch 28 Batch 183/269 - Train Accuracy: 0.965, Validation Accuracy: 0.947, Loss: 0.014 Epoch 28 Batch 184/269 - Train Accuracy: 0.955, Validation Accuracy: 0.945, Loss: 0.021 Epoch 28 Batch 185/269 - Train Accuracy: 0.967, Validation Accuracy: 0.945, Loss: 0.020 Epoch 28 Batch 186/269 - Train Accuracy: 0.959, Validation Accuracy: 0.946, Loss: 0.017 Epoch 28 Batch 187/269 - Train Accuracy: 0.959, Validation Accuracy: 0.943, Loss: 0.023 Epoch 28 Batch 188/269 - Train Accuracy: 0.966, Validation Accuracy: 0.943, Loss: 0.017 Epoch 28 Batch 189/269 - Train Accuracy: 0.958, Validation Accuracy: 0.945, Loss: 0.020 Epoch 28 Batch 190/269 - Train Accuracy: 0.953, Validation Accuracy: 0.946, Loss: 0.019 Epoch 28 Batch 191/269 - Train Accuracy: 0.963, Validation Accuracy: 0.944, Loss: 0.020 Epoch 28 Batch 192/269 - Train Accuracy: 0.967, Validation Accuracy: 0.945, Loss: 0.018 Epoch 28 Batch 193/269 - Train Accuracy: 0.956, Validation Accuracy: 0.943, Loss: 0.019 Epoch 28 Batch 194/269 - Train Accuracy: 0.957, Validation Accuracy: 0.947, Loss: 0.019 Epoch 28 Batch 195/269 - Train Accuracy: 0.957, Validation Accuracy: 0.946, Loss: 0.018 Epoch 28 Batch 196/269 - Train Accuracy: 0.946, Validation Accuracy: 0.944, Loss: 0.022 Epoch 28 Batch 197/269 - Train Accuracy: 0.960, Validation Accuracy: 0.942, Loss: 0.022 Epoch 28 Batch 198/269 - Train Accuracy: 0.956, Validation Accuracy: 0.944, Loss: 0.024 Epoch 28 Batch 199/269 - Train Accuracy: 0.961, Validation Accuracy: 0.944, Loss: 0.019 Epoch 28 Batch 200/269 - Train Accuracy: 0.972, Validation Accuracy: 0.946, Loss: 0.020 Epoch 28 Batch 201/269 - Train Accuracy: 0.957, Validation Accuracy: 0.942, Loss: 0.020 Epoch 28 Batch 202/269 - Train Accuracy: 0.960, Validation Accuracy: 0.944, Loss: 0.020 Epoch 28 Batch 203/269 - Train Accuracy: 0.960, Validation Accuracy: 0.945, Loss: 0.022 Epoch 28 Batch 204/269 - Train Accuracy: 0.961, Validation Accuracy: 0.943, Loss: 0.017 Epoch 28 Batch 205/269 - Train Accuracy: 0.963, Validation Accuracy: 0.940, Loss: 0.018 Epoch 28 Batch 206/269 - Train Accuracy: 0.954, Validation Accuracy: 0.942, Loss: 0.024 Epoch 28 Batch 207/269 - Train Accuracy: 0.955, Validation Accuracy: 0.939, Loss: 0.018 Epoch 28 Batch 208/269 - Train Accuracy: 0.958, Validation Accuracy: 0.944, Loss: 0.018 Epoch 28 Batch 209/269 - Train Accuracy: 0.960, Validation Accuracy: 0.945, Loss: 0.024 Epoch 28 Batch 210/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.019 Epoch 28 Batch 211/269 - Train Accuracy: 0.959, Validation Accuracy: 0.949, Loss: 0.022 Epoch 28 Batch 212/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.024 Epoch 28 Batch 213/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.018 Epoch 28 Batch 214/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.020 Epoch 28 Batch 215/269 - Train Accuracy: 0.950, Validation Accuracy: 0.952, Loss: 0.020 Epoch 28 Batch 216/269 - Train Accuracy: 0.954, Validation Accuracy: 0.949, Loss: 0.027 Epoch 28 Batch 217/269 - Train Accuracy: 0.946, Validation Accuracy: 0.953, Loss: 0.021 Epoch 28 Batch 218/269 - Train Accuracy: 0.965, Validation Accuracy: 0.950, Loss: 0.017 Epoch 28 Batch 219/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.021 Epoch 28 Batch 220/269 - Train Accuracy: 0.953, Validation Accuracy: 0.952, Loss: 0.016 Epoch 28 Batch 221/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.020 Epoch 28 Batch 222/269 - Train Accuracy: 0.964, Validation Accuracy: 0.948, Loss: 0.019 Epoch 28 Batch 223/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.017 Epoch 28 Batch 224/269 - Train Accuracy: 0.953, Validation Accuracy: 0.954, Loss: 0.023 Epoch 28 Batch 225/269 - Train Accuracy: 0.950, Validation Accuracy: 0.955, Loss: 0.018 Epoch 28 Batch 226/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.022 Epoch 28 Batch 227/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.020 Epoch 28 Batch 228/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.016 Epoch 28 Batch 229/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.017 Epoch 28 Batch 230/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.014 Epoch 28 Batch 231/269 - Train Accuracy: 0.948, Validation Accuracy: 0.957, Loss: 0.020 Epoch 28 Batch 232/269 - Train Accuracy: 0.952, Validation Accuracy: 0.954, Loss: 0.021 Epoch 28 Batch 233/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.019 Epoch 28 Batch 234/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.018 Epoch 28 Batch 235/269 - Train Accuracy: 0.970, Validation Accuracy: 0.950, Loss: 0.014 Epoch 28 Batch 236/269 - Train Accuracy: 0.955, Validation Accuracy: 0.951, Loss: 0.016 Epoch 28 Batch 237/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.017 Epoch 28 Batch 238/269 - Train Accuracy: 0.963, Validation Accuracy: 0.950, Loss: 0.019 Epoch 28 Batch 239/269 - Train Accuracy: 0.959, Validation Accuracy: 0.948, Loss: 0.020 Epoch 28 Batch 240/269 - Train Accuracy: 0.964, Validation Accuracy: 0.948, Loss: 0.018 Epoch 28 Batch 241/269 - Train Accuracy: 0.944, Validation Accuracy: 0.950, Loss: 0.023 Epoch 28 Batch 242/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.018 Epoch 28 Batch 243/269 - Train Accuracy: 0.968, Validation Accuracy: 0.950, Loss: 0.016 Epoch 28 Batch 244/269 - Train Accuracy: 0.958, Validation Accuracy: 0.949, Loss: 0.017 Epoch 28 Batch 245/269 - Train Accuracy: 0.951, Validation Accuracy: 0.951, Loss: 0.018 Epoch 28 Batch 246/269 - Train Accuracy: 0.953, Validation Accuracy: 0.955, Loss: 0.020 Epoch 28 Batch 247/269 - Train Accuracy: 0.957, Validation Accuracy: 0.958, Loss: 0.020 Epoch 28 Batch 248/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.016 Epoch 28 Batch 249/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.019 Epoch 28 Batch 250/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.022 Epoch 28 Batch 251/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.017 Epoch 28 Batch 252/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.015 Epoch 28 Batch 253/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.017 Epoch 28 Batch 254/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.017 Epoch 28 Batch 255/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.017 Epoch 28 Batch 256/269 - Train Accuracy: 0.951, Validation Accuracy: 0.953, Loss: 0.018 Epoch 28 Batch 257/269 - Train Accuracy: 0.946, Validation Accuracy: 0.952, Loss: 0.022 Epoch 28 Batch 258/269 - Train Accuracy: 0.957, Validation Accuracy: 0.951, Loss: 0.017 Epoch 28 Batch 259/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.019 Epoch 28 Batch 260/269 - Train Accuracy: 0.963, Validation Accuracy: 0.943, Loss: 0.020 Epoch 28 Batch 261/269 - Train Accuracy: 0.966, Validation Accuracy: 0.945, Loss: 0.016 Epoch 28 Batch 262/269 - Train Accuracy: 0.961, Validation Accuracy: 0.943, Loss: 0.018 Epoch 28 Batch 263/269 - Train Accuracy: 0.958, Validation Accuracy: 0.947, Loss: 0.017 Epoch 28 Batch 264/269 - Train Accuracy: 0.952, Validation Accuracy: 0.948, Loss: 0.021 Epoch 28 Batch 265/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.019 Epoch 28 Batch 266/269 - Train Accuracy: 0.961, Validation Accuracy: 0.947, Loss: 0.015 Epoch 28 Batch 267/269 - Train Accuracy: 0.967, Validation Accuracy: 0.951, Loss: 0.019 Epoch 29 Batch 0/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.017 Epoch 29 Batch 1/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.018 Epoch 29 Batch 2/269 - Train Accuracy: 0.956, Validation Accuracy: 0.956, Loss: 0.020 Epoch 29 Batch 3/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.016 Epoch 29 Batch 4/269 - Train Accuracy: 0.957, Validation Accuracy: 0.958, Loss: 0.019 Epoch 29 Batch 5/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.017 Epoch 29 Batch 6/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.017 Epoch 29 Batch 7/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.015 Epoch 29 Batch 8/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.018 Epoch 29 Batch 9/269 - Train Accuracy: 0.952, Validation Accuracy: 0.955, Loss: 0.018 Epoch 29 Batch 10/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.015 Epoch 29 Batch 11/269 - Train Accuracy: 0.959, Validation Accuracy: 0.949, Loss: 0.018 Epoch 29 Batch 12/269 - Train Accuracy: 0.951, Validation Accuracy: 0.952, Loss: 0.021 Epoch 29 Batch 13/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.014 Epoch 29 Batch 14/269 - Train Accuracy: 0.957, Validation Accuracy: 0.949, Loss: 0.016 Epoch 29 Batch 15/269 - Train Accuracy: 0.963, Validation Accuracy: 0.948, Loss: 0.013 Epoch 29 Batch 16/269 - Train Accuracy: 0.956, Validation Accuracy: 0.951, Loss: 0.023 Epoch 29 Batch 17/269 - Train Accuracy: 0.960, Validation Accuracy: 0.947, Loss: 0.017 Epoch 29 Batch 18/269 - Train Accuracy: 0.958, Validation Accuracy: 0.949, Loss: 0.019 Epoch 29 Batch 19/269 - Train Accuracy: 0.963, Validation Accuracy: 0.950, Loss: 0.014 Epoch 29 Batch 20/269 - Train Accuracy: 0.964, Validation Accuracy: 0.951, Loss: 0.016 Epoch 29 Batch 21/269 - Train Accuracy: 0.950, Validation Accuracy: 0.953, Loss: 0.021 Epoch 29 Batch 22/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.020 Epoch 29 Batch 23/269 - Train Accuracy: 0.950, Validation Accuracy: 0.954, Loss: 0.022 Epoch 29 Batch 24/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.018 Epoch 29 Batch 25/269 - Train Accuracy: 0.955, Validation Accuracy: 0.959, Loss: 0.020 Epoch 29 Batch 26/269 - Train Accuracy: 0.957, Validation Accuracy: 0.957, Loss: 0.016 Epoch 29 Batch 27/269 - Train Accuracy: 0.954, Validation Accuracy: 0.958, Loss: 0.017 Epoch 29 Batch 28/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.016 Epoch 29 Batch 29/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.017 Epoch 29 Batch 30/269 - Train Accuracy: 0.956, Validation Accuracy: 0.954, Loss: 0.019 Epoch 29 Batch 31/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.015 Epoch 29 Batch 32/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.011 Epoch 29 Batch 33/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.015 Epoch 29 Batch 34/269 - Train Accuracy: 0.958, Validation Accuracy: 0.955, Loss: 0.015 Epoch 29 Batch 35/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.021 Epoch 29 Batch 36/269 - Train Accuracy: 0.958, Validation Accuracy: 0.955, Loss: 0.017 Epoch 29 Batch 37/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.016 Epoch 29 Batch 38/269 - Train Accuracy: 0.953, Validation Accuracy: 0.955, Loss: 0.018 Epoch 29 Batch 39/269 - Train Accuracy: 0.973, Validation Accuracy: 0.954, Loss: 0.013 Epoch 29 Batch 40/269 - Train Accuracy: 0.954, Validation Accuracy: 0.953, Loss: 0.019 Epoch 29 Batch 41/269 - Train Accuracy: 0.960, Validation Accuracy: 0.950, Loss: 0.016 Epoch 29 Batch 42/269 - Train Accuracy: 0.965, Validation Accuracy: 0.949, Loss: 0.016 Epoch 29 Batch 43/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.018 Epoch 29 Batch 44/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.020 Epoch 29 Batch 45/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.017 Epoch 29 Batch 46/269 - Train Accuracy: 0.963, Validation Accuracy: 0.951, Loss: 0.013 Epoch 29 Batch 47/269 - Train Accuracy: 0.971, Validation Accuracy: 0.948, Loss: 0.013 Epoch 29 Batch 48/269 - Train Accuracy: 0.958, Validation Accuracy: 0.951, Loss: 0.017 Epoch 29 Batch 49/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.017 Epoch 29 Batch 50/269 - Train Accuracy: 0.955, Validation Accuracy: 0.953, Loss: 0.023 Epoch 29 Batch 51/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.017 Epoch 29 Batch 52/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.016 Epoch 29 Batch 53/269 - Train Accuracy: 0.963, Validation Accuracy: 0.947, Loss: 0.016 Epoch 29 Batch 54/269 - Train Accuracy: 0.964, Validation Accuracy: 0.948, Loss: 0.016 Epoch 29 Batch 55/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.017 Epoch 29 Batch 56/269 - Train Accuracy: 0.951, Validation Accuracy: 0.952, Loss: 0.019 Epoch 29 Batch 57/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.019 Epoch 29 Batch 58/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.016 Epoch 29 Batch 59/269 - Train Accuracy: 0.971, Validation Accuracy: 0.952, Loss: 0.013 Epoch 29 Batch 60/269 - Train Accuracy: 0.954, Validation Accuracy: 0.953, Loss: 0.020 Epoch 29 Batch 61/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.016 Epoch 29 Batch 62/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.017 Epoch 29 Batch 63/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.020 Epoch 29 Batch 64/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.016 Epoch 29 Batch 65/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.015 Epoch 29 Batch 66/269 - Train Accuracy: 0.957, Validation Accuracy: 0.949, Loss: 0.016 Epoch 29 Batch 67/269 - Train Accuracy: 0.953, Validation Accuracy: 0.947, Loss: 0.021 Epoch 29 Batch 68/269 - Train Accuracy: 0.950, Validation Accuracy: 0.948, Loss: 0.021 Epoch 29 Batch 69/269 - Train Accuracy: 0.951, Validation Accuracy: 0.952, Loss: 0.021 Epoch 29 Batch 70/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.016 Epoch 29 Batch 71/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.021 Epoch 29 Batch 72/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.018 Epoch 29 Batch 73/269 - Train Accuracy: 0.959, Validation Accuracy: 0.952, Loss: 0.017 Epoch 29 Batch 74/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.017 Epoch 29 Batch 75/269 - Train Accuracy: 0.955, Validation Accuracy: 0.952, Loss: 0.018 Epoch 29 Batch 76/269 - Train Accuracy: 0.959, Validation Accuracy: 0.949, Loss: 0.016 Epoch 29 Batch 77/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.016 Epoch 29 Batch 78/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.017 Epoch 29 Batch 79/269 - Train Accuracy: 0.949, Validation Accuracy: 0.951, Loss: 0.019 Epoch 29 Batch 80/269 - Train Accuracy: 0.967, Validation Accuracy: 0.948, Loss: 0.015 Epoch 29 Batch 81/269 - Train Accuracy: 0.963, Validation Accuracy: 0.950, Loss: 0.019 Epoch 29 Batch 82/269 - Train Accuracy: 0.966, Validation Accuracy: 0.949, Loss: 0.013 Epoch 29 Batch 83/269 - Train Accuracy: 0.959, Validation Accuracy: 0.947, Loss: 0.021 Epoch 29 Batch 84/269 - Train Accuracy: 0.951, Validation Accuracy: 0.945, Loss: 0.015 Epoch 29 Batch 85/269 - Train Accuracy: 0.950, Validation Accuracy: 0.948, Loss: 0.017 Epoch 29 Batch 86/269 - Train Accuracy: 0.962, Validation Accuracy: 0.949, Loss: 0.016 Epoch 29 Batch 87/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.017 Epoch 29 Batch 88/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.016 Epoch 29 Batch 89/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.015 Epoch 29 Batch 90/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.015 Epoch 29 Batch 91/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.014 Epoch 29 Batch 92/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.017 Epoch 29 Batch 93/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.015 Epoch 29 Batch 94/269 - Train Accuracy: 0.953, Validation Accuracy: 0.954, Loss: 0.025 Epoch 29 Batch 95/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.015 Epoch 29 Batch 96/269 - Train Accuracy: 0.958, Validation Accuracy: 0.955, Loss: 0.019 Epoch 29 Batch 97/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.017 Epoch 29 Batch 98/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.017 Epoch 29 Batch 99/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.016 Epoch 29 Batch 100/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.018 Epoch 29 Batch 101/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.020 Epoch 29 Batch 102/269 - Train Accuracy: 0.950, Validation Accuracy: 0.950, Loss: 0.014 Epoch 29 Batch 103/269 - Train Accuracy: 0.962, Validation Accuracy: 0.947, Loss: 0.017 Epoch 29 Batch 104/269 - Train Accuracy: 0.956, Validation Accuracy: 0.946, Loss: 0.015 Epoch 29 Batch 105/269 - Train Accuracy: 0.944, Validation Accuracy: 0.952, Loss: 0.019 Epoch 29 Batch 106/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.016 Epoch 29 Batch 107/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.016 Epoch 29 Batch 108/269 - Train Accuracy: 0.960, Validation Accuracy: 0.950, Loss: 0.017 Epoch 29 Batch 109/269 - Train Accuracy: 0.955, Validation Accuracy: 0.951, Loss: 0.018 Epoch 29 Batch 110/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.016 Epoch 29 Batch 111/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.015 Epoch 29 Batch 112/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.016 Epoch 29 Batch 113/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.018 Epoch 29 Batch 114/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.016 Epoch 29 Batch 115/269 - Train Accuracy: 0.957, Validation Accuracy: 0.952, Loss: 0.018 Epoch 29 Batch 116/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.015 Epoch 29 Batch 117/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.016 Epoch 29 Batch 118/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.014 Epoch 29 Batch 119/269 - Train Accuracy: 0.955, Validation Accuracy: 0.948, Loss: 0.020 Epoch 29 Batch 120/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.016 Epoch 29 Batch 121/269 - Train Accuracy: 0.965, Validation Accuracy: 0.950, Loss: 0.013 Epoch 29 Batch 122/269 - Train Accuracy: 0.955, Validation Accuracy: 0.952, Loss: 0.019 Epoch 29 Batch 123/269 - Train Accuracy: 0.950, Validation Accuracy: 0.954, Loss: 0.020 Epoch 29 Batch 124/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.016 Epoch 29 Batch 125/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.017 Epoch 29 Batch 126/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.017 Epoch 29 Batch 127/269 - Train Accuracy: 0.956, Validation Accuracy: 0.953, Loss: 0.018 Epoch 29 Batch 128/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.021 Epoch 29 Batch 129/269 - Train Accuracy: 0.949, Validation Accuracy: 0.953, Loss: 0.019 Epoch 29 Batch 130/269 - Train Accuracy: 0.950, Validation Accuracy: 0.954, Loss: 0.021 Epoch 29 Batch 131/269 - Train Accuracy: 0.956, Validation Accuracy: 0.956, Loss: 0.020 Epoch 29 Batch 132/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.021 Epoch 29 Batch 133/269 - Train Accuracy: 0.948, Validation Accuracy: 0.951, Loss: 0.018 Epoch 29 Batch 134/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.018 Epoch 29 Batch 135/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.017 Epoch 29 Batch 136/269 - Train Accuracy: 0.950, Validation Accuracy: 0.950, Loss: 0.018 Epoch 29 Batch 137/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.019 Epoch 29 Batch 138/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.016 Epoch 29 Batch 139/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.014 Epoch 29 Batch 140/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.016 Epoch 29 Batch 141/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.020 Epoch 29 Batch 142/269 - Train Accuracy: 0.951, Validation Accuracy: 0.957, Loss: 0.018 Epoch 29 Batch 143/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.015 Epoch 29 Batch 144/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.016 Epoch 29 Batch 145/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.014 Epoch 29 Batch 146/269 - Train Accuracy: 0.958, Validation Accuracy: 0.959, Loss: 0.016 Epoch 29 Batch 147/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.019 Epoch 29 Batch 148/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.018 Epoch 29 Batch 149/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.022 Epoch 29 Batch 150/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.017 Epoch 29 Batch 151/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.018 Epoch 29 Batch 152/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.018 Epoch 29 Batch 153/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.013 Epoch 29 Batch 154/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.018 Epoch 29 Batch 155/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.017 Epoch 29 Batch 156/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.017 Epoch 29 Batch 157/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.015 Epoch 29 Batch 158/269 - Train Accuracy: 0.956, Validation Accuracy: 0.955, Loss: 0.017 Epoch 29 Batch 159/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.016 Epoch 29 Batch 160/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.016 Epoch 29 Batch 161/269 - Train Accuracy: 0.965, Validation Accuracy: 0.952, Loss: 0.014 Epoch 29 Batch 162/269 - Train Accuracy: 0.967, Validation Accuracy: 0.952, Loss: 0.017 Epoch 29 Batch 163/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.015 Epoch 29 Batch 164/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.019 Epoch 29 Batch 165/269 - Train Accuracy: 0.971, Validation Accuracy: 0.954, Loss: 0.016 Epoch 29 Batch 166/269 - Train Accuracy: 0.964, Validation Accuracy: 0.949, Loss: 0.017 Epoch 29 Batch 167/269 - Train Accuracy: 0.957, Validation Accuracy: 0.946, Loss: 0.019 Epoch 29 Batch 168/269 - Train Accuracy: 0.963, Validation Accuracy: 0.949, Loss: 0.019 Epoch 29 Batch 169/269 - Train Accuracy: 0.951, Validation Accuracy: 0.955, Loss: 0.017 Epoch 29 Batch 170/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.018 Epoch 29 Batch 171/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.024 Epoch 29 Batch 172/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.018 Epoch 29 Batch 173/269 - Train Accuracy: 0.951, Validation Accuracy: 0.951, Loss: 0.018 Epoch 29 Batch 174/269 - Train Accuracy: 0.958, Validation Accuracy: 0.946, Loss: 0.020 Epoch 29 Batch 175/269 - Train Accuracy: 0.953, Validation Accuracy: 0.949, Loss: 0.026 Epoch 29 Batch 176/269 - Train Accuracy: 0.961, Validation Accuracy: 0.950, Loss: 0.017 Epoch 29 Batch 177/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.014 Epoch 29 Batch 178/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.019 Epoch 29 Batch 179/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.015 Epoch 29 Batch 180/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.018 Epoch 29 Batch 181/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.017 Epoch 29 Batch 182/269 - Train Accuracy: 0.958, Validation Accuracy: 0.955, Loss: 0.016 Epoch 29 Batch 183/269 - Train Accuracy: 0.969, Validation Accuracy: 0.952, Loss: 0.013 Epoch 29 Batch 184/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.016 Epoch 29 Batch 185/269 - Train Accuracy: 0.967, Validation Accuracy: 0.951, Loss: 0.018 Epoch 29 Batch 186/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.013 Epoch 29 Batch 187/269 - Train Accuracy: 0.957, Validation Accuracy: 0.948, Loss: 0.018 Epoch 29 Batch 188/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.017 Epoch 29 Batch 189/269 - Train Accuracy: 0.963, Validation Accuracy: 0.950, Loss: 0.015 Epoch 29 Batch 190/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.018 Epoch 29 Batch 191/269 - Train Accuracy: 0.965, Validation Accuracy: 0.950, Loss: 0.018 Epoch 29 Batch 192/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.016 Epoch 29 Batch 193/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.016 Epoch 29 Batch 194/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.015 Epoch 29 Batch 195/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.016 Epoch 29 Batch 196/269 - Train Accuracy: 0.964, Validation Accuracy: 0.947, Loss: 0.016 Epoch 29 Batch 197/269 - Train Accuracy: 0.955, Validation Accuracy: 0.947, Loss: 0.018 Epoch 29 Batch 198/269 - Train Accuracy: 0.960, Validation Accuracy: 0.947, Loss: 0.019 Epoch 29 Batch 199/269 - Train Accuracy: 0.967, Validation Accuracy: 0.950, Loss: 0.020 Epoch 29 Batch 200/269 - Train Accuracy: 0.971, Validation Accuracy: 0.949, Loss: 0.017 Epoch 29 Batch 201/269 - Train Accuracy: 0.963, Validation Accuracy: 0.951, Loss: 0.019 Epoch 29 Batch 202/269 - Train Accuracy: 0.956, Validation Accuracy: 0.951, Loss: 0.019 Epoch 29 Batch 203/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.024 Epoch 29 Batch 204/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.019 Epoch 29 Batch 205/269 - Train Accuracy: 0.970, Validation Accuracy: 0.949, Loss: 0.020 Epoch 29 Batch 206/269 - Train Accuracy: 0.955, Validation Accuracy: 0.952, Loss: 0.020 Epoch 29 Batch 207/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.019 Epoch 29 Batch 208/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.020 Epoch 29 Batch 209/269 - Train Accuracy: 0.953, Validation Accuracy: 0.953, Loss: 0.020 Epoch 29 Batch 210/269 - Train Accuracy: 0.961, Validation Accuracy: 0.950, Loss: 0.019 Epoch 29 Batch 211/269 - Train Accuracy: 0.966, Validation Accuracy: 0.949, Loss: 0.018 Epoch 29 Batch 212/269 - Train Accuracy: 0.963, Validation Accuracy: 0.946, Loss: 0.022 Epoch 29 Batch 213/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.020 Epoch 29 Batch 214/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.019 Epoch 29 Batch 215/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.020 Epoch 29 Batch 216/269 - Train Accuracy: 0.942, Validation Accuracy: 0.952, Loss: 0.029 Epoch 29 Batch 217/269 - Train Accuracy: 0.953, Validation Accuracy: 0.951, Loss: 0.020 Epoch 29 Batch 218/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.017 Epoch 29 Batch 219/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.019 Epoch 29 Batch 220/269 - Train Accuracy: 0.959, Validation Accuracy: 0.949, Loss: 0.019 Epoch 29 Batch 221/269 - Train Accuracy: 0.961, Validation Accuracy: 0.945, Loss: 0.020 Epoch 29 Batch 222/269 - Train Accuracy: 0.970, Validation Accuracy: 0.944, Loss: 0.019 Epoch 29 Batch 223/269 - Train Accuracy: 0.961, Validation Accuracy: 0.945, Loss: 0.017 Epoch 29 Batch 224/269 - Train Accuracy: 0.957, Validation Accuracy: 0.948, Loss: 0.025 Epoch 29 Batch 225/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.019 Epoch 29 Batch 226/269 - Train Accuracy: 0.959, Validation Accuracy: 0.947, Loss: 0.019 Epoch 29 Batch 227/269 - Train Accuracy: 0.959, Validation Accuracy: 0.948, Loss: 0.019 Epoch 29 Batch 228/269 - Train Accuracy: 0.970, Validation Accuracy: 0.951, Loss: 0.019 Epoch 29 Batch 229/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.016 Epoch 29 Batch 230/269 - Train Accuracy: 0.957, Validation Accuracy: 0.951, Loss: 0.017 Epoch 29 Batch 231/269 - Train Accuracy: 0.956, Validation Accuracy: 0.955, Loss: 0.020 Epoch 29 Batch 232/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.018 Epoch 29 Batch 233/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.019 Epoch 29 Batch 234/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.017 Epoch 29 Batch 235/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.013 Epoch 29 Batch 236/269 - Train Accuracy: 0.954, Validation Accuracy: 0.954, Loss: 0.016 Epoch 29 Batch 237/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.016 Epoch 29 Batch 238/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.020 Epoch 29 Batch 239/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.017 Epoch 29 Batch 240/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.018 Epoch 29 Batch 241/269 - Train Accuracy: 0.955, Validation Accuracy: 0.953, Loss: 0.020 Epoch 29 Batch 242/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.017 Epoch 29 Batch 243/269 - Train Accuracy: 0.967, Validation Accuracy: 0.950, Loss: 0.014 Epoch 29 Batch 244/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.019 Epoch 29 Batch 245/269 - Train Accuracy: 0.956, Validation Accuracy: 0.952, Loss: 0.019 Epoch 29 Batch 246/269 - Train Accuracy: 0.950, Validation Accuracy: 0.953, Loss: 0.019 Epoch 29 Batch 247/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.022 Epoch 29 Batch 248/269 - Train Accuracy: 0.958, Validation Accuracy: 0.955, Loss: 0.018 Epoch 29 Batch 249/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.018 Epoch 29 Batch 250/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.021 Epoch 29 Batch 251/269 - Train Accuracy: 0.958, Validation Accuracy: 0.946, Loss: 0.017 Epoch 29 Batch 252/269 - Train Accuracy: 0.954, Validation Accuracy: 0.948, Loss: 0.015 Epoch 29 Batch 253/269 - Train Accuracy: 0.962, Validation Accuracy: 0.948, Loss: 0.017 Epoch 29 Batch 254/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.019 Epoch 29 Batch 255/269 - Train Accuracy: 0.955, Validation Accuracy: 0.951, Loss: 0.019 Epoch 29 Batch 256/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.016 Epoch 29 Batch 257/269 - Train Accuracy: 0.950, Validation Accuracy: 0.952, Loss: 0.022 Epoch 29 Batch 258/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.016 Epoch 29 Batch 259/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.018 Epoch 29 Batch 260/269 - Train Accuracy: 0.954, Validation Accuracy: 0.947, Loss: 0.021 Epoch 29 Batch 261/269 - Train Accuracy: 0.965, Validation Accuracy: 0.950, Loss: 0.016 Epoch 29 Batch 262/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.019 Epoch 29 Batch 263/269 - Train Accuracy: 0.966, Validation Accuracy: 0.947, Loss: 0.017 Epoch 29 Batch 264/269 - Train Accuracy: 0.955, Validation Accuracy: 0.947, Loss: 0.018 Epoch 29 Batch 265/269 - Train Accuracy: 0.964, Validation Accuracy: 0.947, Loss: 0.016 Epoch 29 Batch 266/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.014 Epoch 29 Batch 267/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.018 Epoch 30 Batch 0/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.017 Epoch 30 Batch 1/269 - Train Accuracy: 0.958, Validation Accuracy: 0.955, Loss: 0.017 Epoch 30 Batch 2/269 - Train Accuracy: 0.946, Validation Accuracy: 0.951, Loss: 0.017 Epoch 30 Batch 3/269 - Train Accuracy: 0.969, Validation Accuracy: 0.950, Loss: 0.015 Epoch 30 Batch 4/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.018 Epoch 30 Batch 5/269 - Train Accuracy: 0.954, Validation Accuracy: 0.952, Loss: 0.019 Epoch 30 Batch 6/269 - Train Accuracy: 0.966, Validation Accuracy: 0.950, Loss: 0.016 Epoch 30 Batch 7/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.015 Epoch 30 Batch 8/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.020 Epoch 30 Batch 9/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.020 Epoch 30 Batch 10/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.014 Epoch 30 Batch 11/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.019 Epoch 30 Batch 12/269 - Train Accuracy: 0.943, Validation Accuracy: 0.951, Loss: 0.022 Epoch 30 Batch 13/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.018 Epoch 30 Batch 14/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.016 Epoch 30 Batch 15/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.015 Epoch 30 Batch 16/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.018 Epoch 30 Batch 17/269 - Train Accuracy: 0.965, Validation Accuracy: 0.951, Loss: 0.016 Epoch 30 Batch 18/269 - Train Accuracy: 0.956, Validation Accuracy: 0.951, Loss: 0.018 Epoch 30 Batch 19/269 - Train Accuracy: 0.969, Validation Accuracy: 0.952, Loss: 0.013 Epoch 30 Batch 20/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.017 Epoch 30 Batch 21/269 - Train Accuracy: 0.954, Validation Accuracy: 0.952, Loss: 0.021 Epoch 30 Batch 22/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.017 Epoch 30 Batch 23/269 - Train Accuracy: 0.950, Validation Accuracy: 0.952, Loss: 0.023 Epoch 30 Batch 24/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.016 Epoch 30 Batch 25/269 - Train Accuracy: 0.956, Validation Accuracy: 0.954, Loss: 0.019 Epoch 30 Batch 26/269 - Train Accuracy: 0.953, Validation Accuracy: 0.954, Loss: 0.017 Epoch 30 Batch 27/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.020 Epoch 30 Batch 28/269 - Train Accuracy: 0.951, Validation Accuracy: 0.956, Loss: 0.017 Epoch 30 Batch 29/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.017 Epoch 30 Batch 30/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.017 Epoch 30 Batch 31/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.017 Epoch 30 Batch 32/269 - Train Accuracy: 0.962, Validation Accuracy: 0.947, Loss: 0.013 Epoch 30 Batch 33/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.017 Epoch 30 Batch 34/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.016 Epoch 30 Batch 35/269 - Train Accuracy: 0.960, Validation Accuracy: 0.948, Loss: 0.024 Epoch 30 Batch 36/269 - Train Accuracy: 0.957, Validation Accuracy: 0.945, Loss: 0.018 Epoch 30 Batch 37/269 - Train Accuracy: 0.960, Validation Accuracy: 0.945, Loss: 0.021 Epoch 30 Batch 38/269 - Train Accuracy: 0.955, Validation Accuracy: 0.948, Loss: 0.017 Epoch 30 Batch 39/269 - Train Accuracy: 0.968, Validation Accuracy: 0.948, Loss: 0.015 Epoch 30 Batch 40/269 - Train Accuracy: 0.954, Validation Accuracy: 0.949, Loss: 0.020 Epoch 30 Batch 41/269 - Train Accuracy: 0.954, Validation Accuracy: 0.951, Loss: 0.018 Epoch 30 Batch 42/269 - Train Accuracy: 0.968, Validation Accuracy: 0.948, Loss: 0.016 Epoch 30 Batch 43/269 - Train Accuracy: 0.952, Validation Accuracy: 0.949, Loss: 0.018 Epoch 30 Batch 44/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.022 Epoch 30 Batch 45/269 - Train Accuracy: 0.953, Validation Accuracy: 0.955, Loss: 0.017 Epoch 30 Batch 46/269 - Train Accuracy: 0.964, Validation Accuracy: 0.951, Loss: 0.014 Epoch 30 Batch 47/269 - Train Accuracy: 0.970, Validation Accuracy: 0.953, Loss: 0.013 Epoch 30 Batch 48/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.016 Epoch 30 Batch 49/269 - Train Accuracy: 0.956, Validation Accuracy: 0.951, Loss: 0.017 Epoch 30 Batch 50/269 - Train Accuracy: 0.952, Validation Accuracy: 0.954, Loss: 0.025 Epoch 30 Batch 51/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.016 Epoch 30 Batch 52/269 - Train Accuracy: 0.966, Validation Accuracy: 0.952, Loss: 0.015 Epoch 30 Batch 53/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.016 Epoch 30 Batch 54/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.018 Epoch 30 Batch 55/269 - Train Accuracy: 0.955, Validation Accuracy: 0.952, Loss: 0.019 Epoch 30 Batch 56/269 - Train Accuracy: 0.949, Validation Accuracy: 0.953, Loss: 0.021 Epoch 30 Batch 57/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.021 Epoch 30 Batch 58/269 - Train Accuracy: 0.954, Validation Accuracy: 0.961, Loss: 0.018 Epoch 30 Batch 59/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.013 Epoch 30 Batch 60/269 - Train Accuracy: 0.949, Validation Accuracy: 0.953, Loss: 0.020 Epoch 30 Batch 61/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.017 Epoch 30 Batch 62/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.020 Epoch 30 Batch 63/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.020 Epoch 30 Batch 64/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.016 Epoch 30 Batch 65/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.016 Epoch 30 Batch 66/269 - Train Accuracy: 0.956, Validation Accuracy: 0.953, Loss: 0.015 Epoch 30 Batch 67/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.020 Epoch 30 Batch 68/269 - Train Accuracy: 0.949, Validation Accuracy: 0.949, Loss: 0.020 Epoch 30 Batch 69/269 - Train Accuracy: 0.957, Validation Accuracy: 0.949, Loss: 0.020 Epoch 30 Batch 70/269 - Train Accuracy: 0.963, Validation Accuracy: 0.950, Loss: 0.018 Epoch 30 Batch 71/269 - Train Accuracy: 0.965, Validation Accuracy: 0.952, Loss: 0.019 Epoch 30 Batch 72/269 - Train Accuracy: 0.957, Validation Accuracy: 0.950, Loss: 0.021 Epoch 30 Batch 73/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.017 Epoch 30 Batch 74/269 - Train Accuracy: 0.971, Validation Accuracy: 0.950, Loss: 0.015 Epoch 30 Batch 75/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.017 Epoch 30 Batch 76/269 - Train Accuracy: 0.955, Validation Accuracy: 0.948, Loss: 0.015 Epoch 30 Batch 77/269 - Train Accuracy: 0.960, Validation Accuracy: 0.946, Loss: 0.017 Epoch 30 Batch 78/269 - Train Accuracy: 0.958, Validation Accuracy: 0.945, Loss: 0.017 Epoch 30 Batch 79/269 - Train Accuracy: 0.952, Validation Accuracy: 0.944, Loss: 0.019 Epoch 30 Batch 80/269 - Train Accuracy: 0.971, Validation Accuracy: 0.946, Loss: 0.015 Epoch 30 Batch 81/269 - Train Accuracy: 0.961, Validation Accuracy: 0.946, Loss: 0.019 Epoch 30 Batch 82/269 - Train Accuracy: 0.965, Validation Accuracy: 0.945, Loss: 0.016 Epoch 30 Batch 83/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.020 Epoch 30 Batch 84/269 - Train Accuracy: 0.960, Validation Accuracy: 0.950, Loss: 0.016 Epoch 30 Batch 85/269 - Train Accuracy: 0.959, Validation Accuracy: 0.948, Loss: 0.017 Epoch 30 Batch 86/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.016 Epoch 30 Batch 87/269 - Train Accuracy: 0.964, Validation Accuracy: 0.944, Loss: 0.018 Epoch 30 Batch 88/269 - Train Accuracy: 0.956, Validation Accuracy: 0.944, Loss: 0.017 Epoch 30 Batch 89/269 - Train Accuracy: 0.974, Validation Accuracy: 0.941, Loss: 0.016 Epoch 30 Batch 90/269 - Train Accuracy: 0.953, Validation Accuracy: 0.944, Loss: 0.018 Epoch 30 Batch 91/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.015 Epoch 30 Batch 92/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.016 Epoch 30 Batch 93/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.016 Epoch 30 Batch 94/269 - Train Accuracy: 0.954, Validation Accuracy: 0.951, Loss: 0.023 Epoch 30 Batch 95/269 - Train Accuracy: 0.960, Validation Accuracy: 0.950, Loss: 0.018 Epoch 30 Batch 96/269 - Train Accuracy: 0.956, Validation Accuracy: 0.951, Loss: 0.018 Epoch 30 Batch 97/269 - Train Accuracy: 0.963, Validation Accuracy: 0.950, Loss: 0.018 Epoch 30 Batch 98/269 - Train Accuracy: 0.966, Validation Accuracy: 0.948, Loss: 0.017 Epoch 30 Batch 99/269 - Train Accuracy: 0.958, Validation Accuracy: 0.947, Loss: 0.015 Epoch 30 Batch 100/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.019 Epoch 30 Batch 101/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.021 Epoch 30 Batch 102/269 - Train Accuracy: 0.945, Validation Accuracy: 0.942, Loss: 0.016 Epoch 30 Batch 103/269 - Train Accuracy: 0.958, Validation Accuracy: 0.945, Loss: 0.022 Epoch 30 Batch 104/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.020 Epoch 30 Batch 105/269 - Train Accuracy: 0.952, Validation Accuracy: 0.953, Loss: 0.021 Epoch 30 Batch 106/269 - Train Accuracy: 0.962, Validation Accuracy: 0.949, Loss: 0.015 Epoch 30 Batch 107/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.016 Epoch 30 Batch 108/269 - Train Accuracy: 0.964, Validation Accuracy: 0.947, Loss: 0.018 Epoch 30 Batch 109/269 - Train Accuracy: 0.950, Validation Accuracy: 0.948, Loss: 0.018 Epoch 30 Batch 110/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.016 Epoch 30 Batch 111/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.016 Epoch 30 Batch 112/269 - Train Accuracy: 0.952, Validation Accuracy: 0.952, Loss: 0.016 Epoch 30 Batch 113/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.018 Epoch 30 Batch 114/269 - Train Accuracy: 0.962, Validation Accuracy: 0.947, Loss: 0.018 Epoch 30 Batch 115/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.018 Epoch 30 Batch 116/269 - Train Accuracy: 0.968, Validation Accuracy: 0.949, Loss: 0.014 Epoch 30 Batch 117/269 - Train Accuracy: 0.962, Validation Accuracy: 0.948, Loss: 0.017 Epoch 30 Batch 118/269 - Train Accuracy: 0.965, Validation Accuracy: 0.949, Loss: 0.013 Epoch 30 Batch 119/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.017 Epoch 30 Batch 120/269 - Train Accuracy: 0.959, Validation Accuracy: 0.951, Loss: 0.016 Epoch 30 Batch 121/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.013 Epoch 30 Batch 122/269 - Train Accuracy: 0.955, Validation Accuracy: 0.954, Loss: 0.020 Epoch 30 Batch 123/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.018 Epoch 30 Batch 124/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.015 Epoch 30 Batch 125/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.016 Epoch 30 Batch 126/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.016 Epoch 30 Batch 127/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.016 Epoch 30 Batch 128/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.018 Epoch 30 Batch 129/269 - Train Accuracy: 0.944, Validation Accuracy: 0.951, Loss: 0.019 Epoch 30 Batch 130/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.018 Epoch 30 Batch 131/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.018 Epoch 30 Batch 132/269 - Train Accuracy: 0.950, Validation Accuracy: 0.956, Loss: 0.020 Epoch 30 Batch 133/269 - Train Accuracy: 0.956, Validation Accuracy: 0.959, Loss: 0.017 Epoch 30 Batch 134/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.018 Epoch 30 Batch 135/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.015 Epoch 30 Batch 136/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.017 Epoch 30 Batch 137/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.016 Epoch 30 Batch 138/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.014 Epoch 30 Batch 139/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.012 Epoch 30 Batch 140/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.016 Epoch 30 Batch 141/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.017 Epoch 30 Batch 142/269 - Train Accuracy: 0.955, Validation Accuracy: 0.956, Loss: 0.016 Epoch 30 Batch 143/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.015 Epoch 30 Batch 144/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.014 Epoch 30 Batch 145/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.014 Epoch 30 Batch 146/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.014 Epoch 30 Batch 147/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.017 Epoch 30 Batch 148/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.018 Epoch 30 Batch 149/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.017 Epoch 30 Batch 150/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.018 Epoch 30 Batch 151/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.016 Epoch 30 Batch 152/269 - Train Accuracy: 0.961, Validation Accuracy: 0.964, Loss: 0.015 Epoch 30 Batch 153/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.014 Epoch 30 Batch 154/269 - Train Accuracy: 0.955, Validation Accuracy: 0.962, Loss: 0.018 Epoch 30 Batch 155/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.017 Epoch 30 Batch 156/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.016 Epoch 30 Batch 157/269 - Train Accuracy: 0.960, Validation Accuracy: 0.961, Loss: 0.015 Epoch 30 Batch 158/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.013 Epoch 30 Batch 159/269 - Train Accuracy: 0.957, Validation Accuracy: 0.959, Loss: 0.015 Epoch 30 Batch 160/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.017 Epoch 30 Batch 161/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.013 Epoch 30 Batch 162/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.016 Epoch 30 Batch 163/269 - Train Accuracy: 0.976, Validation Accuracy: 0.956, Loss: 0.014 Epoch 30 Batch 164/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.016 Epoch 30 Batch 165/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.015 Epoch 30 Batch 166/269 - Train Accuracy: 0.967, Validation Accuracy: 0.950, Loss: 0.015 Epoch 30 Batch 167/269 - Train Accuracy: 0.955, Validation Accuracy: 0.947, Loss: 0.017 Epoch 30 Batch 168/269 - Train Accuracy: 0.958, Validation Accuracy: 0.949, Loss: 0.015 Epoch 30 Batch 169/269 - Train Accuracy: 0.953, Validation Accuracy: 0.952, Loss: 0.016 Epoch 30 Batch 170/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.018 Epoch 30 Batch 171/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.018 Epoch 30 Batch 172/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.017 Epoch 30 Batch 173/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.015 Epoch 30 Batch 174/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.017 Epoch 30 Batch 175/269 - Train Accuracy: 0.955, Validation Accuracy: 0.957, Loss: 0.022 Epoch 30 Batch 176/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.018 Epoch 30 Batch 177/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.015 Epoch 30 Batch 178/269 - Train Accuracy: 0.971, Validation Accuracy: 0.954, Loss: 0.016 Epoch 30 Batch 179/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.015 Epoch 30 Batch 180/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.018 Epoch 30 Batch 181/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.016 Epoch 30 Batch 182/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.016 Epoch 30 Batch 183/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.014 Epoch 30 Batch 184/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.016 Epoch 30 Batch 185/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.016 Epoch 30 Batch 186/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.014 Epoch 30 Batch 187/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.017 Epoch 30 Batch 188/269 - Train Accuracy: 0.960, Validation Accuracy: 0.950, Loss: 0.015 Epoch 30 Batch 189/269 - Train Accuracy: 0.966, Validation Accuracy: 0.950, Loss: 0.014 Epoch 30 Batch 190/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.016 Epoch 30 Batch 191/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.016 Epoch 30 Batch 192/269 - Train Accuracy: 0.969, Validation Accuracy: 0.953, Loss: 0.013 Epoch 30 Batch 193/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.016 Epoch 30 Batch 194/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.016 Epoch 30 Batch 195/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.016 Epoch 30 Batch 196/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.019 Epoch 30 Batch 197/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.014 Epoch 30 Batch 198/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.016 Epoch 30 Batch 199/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.016 Epoch 30 Batch 200/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.016 Epoch 30 Batch 201/269 - Train Accuracy: 0.957, Validation Accuracy: 0.960, Loss: 0.016 Epoch 30 Batch 202/269 - Train Accuracy: 0.959, Validation Accuracy: 0.960, Loss: 0.017 Epoch 30 Batch 203/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.017 Epoch 30 Batch 204/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.018 Epoch 30 Batch 205/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.015 Epoch 30 Batch 206/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.019 Epoch 30 Batch 207/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.017 Epoch 30 Batch 208/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.017 Epoch 30 Batch 209/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.016 Epoch 30 Batch 210/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.015 Epoch 30 Batch 211/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.017 Epoch 30 Batch 212/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.019 Epoch 30 Batch 213/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.017 Epoch 30 Batch 214/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.014 Epoch 30 Batch 215/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.018 Epoch 30 Batch 216/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.024 Epoch 30 Batch 217/269 - Train Accuracy: 0.951, Validation Accuracy: 0.955, Loss: 0.019 Epoch 30 Batch 218/269 - Train Accuracy: 0.970, Validation Accuracy: 0.950, Loss: 0.015 Epoch 30 Batch 219/269 - Train Accuracy: 0.957, Validation Accuracy: 0.949, Loss: 0.019 Epoch 30 Batch 220/269 - Train Accuracy: 0.951, Validation Accuracy: 0.948, Loss: 0.016 Epoch 30 Batch 221/269 - Train Accuracy: 0.955, Validation Accuracy: 0.944, Loss: 0.023 Epoch 30 Batch 222/269 - Train Accuracy: 0.962, Validation Accuracy: 0.947, Loss: 0.018 Epoch 30 Batch 223/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.024 Epoch 30 Batch 224/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.023 Epoch 30 Batch 225/269 - Train Accuracy: 0.951, Validation Accuracy: 0.955, Loss: 0.019 Epoch 30 Batch 226/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.022 Epoch 30 Batch 227/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.024 Epoch 30 Batch 228/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.017 Epoch 30 Batch 229/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.018 Epoch 30 Batch 230/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.019 Epoch 30 Batch 231/269 - Train Accuracy: 0.953, Validation Accuracy: 0.955, Loss: 0.026 Epoch 30 Batch 232/269 - Train Accuracy: 0.954, Validation Accuracy: 0.956, Loss: 0.022 Epoch 30 Batch 233/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.019 Epoch 30 Batch 234/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.019 Epoch 30 Batch 235/269 - Train Accuracy: 0.961, Validation Accuracy: 0.947, Loss: 0.015 Epoch 30 Batch 236/269 - Train Accuracy: 0.959, Validation Accuracy: 0.938, Loss: 0.020 Epoch 30 Batch 237/269 - Train Accuracy: 0.945, Validation Accuracy: 0.940, Loss: 0.028 Epoch 30 Batch 238/269 - Train Accuracy: 0.956, Validation Accuracy: 0.941, Loss: 0.023 Epoch 30 Batch 239/269 - Train Accuracy: 0.964, Validation Accuracy: 0.941, Loss: 0.023 Epoch 30 Batch 240/269 - Train Accuracy: 0.958, Validation Accuracy: 0.941, Loss: 0.027 Epoch 30 Batch 241/269 - Train Accuracy: 0.935, Validation Accuracy: 0.935, Loss: 0.032 Epoch 30 Batch 242/269 - Train Accuracy: 0.953, Validation Accuracy: 0.933, Loss: 0.027 Epoch 30 Batch 243/269 - Train Accuracy: 0.965, Validation Accuracy: 0.941, Loss: 0.024 Epoch 30 Batch 244/269 - Train Accuracy: 0.950, Validation Accuracy: 0.941, Loss: 0.032 Epoch 30 Batch 245/269 - Train Accuracy: 0.947, Validation Accuracy: 0.948, Loss: 0.029 Epoch 30 Batch 246/269 - Train Accuracy: 0.947, Validation Accuracy: 0.947, Loss: 0.031 Epoch 30 Batch 247/269 - Train Accuracy: 0.963, Validation Accuracy: 0.949, Loss: 0.027 Epoch 30 Batch 248/269 - Train Accuracy: 0.962, Validation Accuracy: 0.947, Loss: 0.025 Epoch 30 Batch 249/269 - Train Accuracy: 0.957, Validation Accuracy: 0.943, Loss: 0.029 Epoch 30 Batch 250/269 - Train Accuracy: 0.951, Validation Accuracy: 0.939, Loss: 0.031 Epoch 30 Batch 251/269 - Train Accuracy: 0.960, Validation Accuracy: 0.944, Loss: 0.034 Epoch 30 Batch 252/269 - Train Accuracy: 0.953, Validation Accuracy: 0.951, Loss: 0.021 Epoch 30 Batch 253/269 - Train Accuracy: 0.947, Validation Accuracy: 0.949, Loss: 0.022 Epoch 30 Batch 254/269 - Train Accuracy: 0.956, Validation Accuracy: 0.945, Loss: 0.027 Epoch 30 Batch 255/269 - Train Accuracy: 0.954, Validation Accuracy: 0.950, Loss: 0.032 Epoch 30 Batch 256/269 - Train Accuracy: 0.940, Validation Accuracy: 0.949, Loss: 0.027 Epoch 30 Batch 257/269 - Train Accuracy: 0.937, Validation Accuracy: 0.943, Loss: 0.032 Epoch 30 Batch 258/269 - Train Accuracy: 0.954, Validation Accuracy: 0.939, Loss: 0.031 Epoch 30 Batch 259/269 - Train Accuracy: 0.963, Validation Accuracy: 0.937, Loss: 0.026 Epoch 30 Batch 260/269 - Train Accuracy: 0.958, Validation Accuracy: 0.936, Loss: 0.025 Epoch 30 Batch 261/269 - Train Accuracy: 0.954, Validation Accuracy: 0.938, Loss: 0.024 Epoch 30 Batch 262/269 - Train Accuracy: 0.948, Validation Accuracy: 0.936, Loss: 0.028 Epoch 30 Batch 263/269 - Train Accuracy: 0.955, Validation Accuracy: 0.942, Loss: 0.029 Epoch 30 Batch 264/269 - Train Accuracy: 0.950, Validation Accuracy: 0.934, Loss: 0.027 Epoch 30 Batch 265/269 - Train Accuracy: 0.954, Validation Accuracy: 0.938, Loss: 0.024 Epoch 30 Batch 266/269 - Train Accuracy: 0.958, Validation Accuracy: 0.940, Loss: 0.022 Epoch 30 Batch 267/269 - Train Accuracy: 0.956, Validation Accuracy: 0.943, Loss: 0.028 Epoch 31 Batch 0/269 - Train Accuracy: 0.959, Validation Accuracy: 0.944, Loss: 0.027 Epoch 31 Batch 1/269 - Train Accuracy: 0.955, Validation Accuracy: 0.945, Loss: 0.024 Epoch 31 Batch 2/269 - Train Accuracy: 0.953, Validation Accuracy: 0.945, Loss: 0.025 Epoch 31 Batch 3/269 - Train Accuracy: 0.962, Validation Accuracy: 0.944, Loss: 0.026 Epoch 31 Batch 4/269 - Train Accuracy: 0.952, Validation Accuracy: 0.947, Loss: 0.027 Epoch 31 Batch 5/269 - Train Accuracy: 0.948, Validation Accuracy: 0.949, Loss: 0.021 Epoch 31 Batch 6/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.023 Epoch 31 Batch 7/269 - Train Accuracy: 0.959, Validation Accuracy: 0.946, Loss: 0.024 Epoch 31 Batch 8/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.025 Epoch 31 Batch 9/269 - Train Accuracy: 0.949, Validation Accuracy: 0.951, Loss: 0.027 Epoch 31 Batch 10/269 - Train Accuracy: 0.963, Validation Accuracy: 0.948, Loss: 0.018 Epoch 31 Batch 11/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.023 Epoch 31 Batch 12/269 - Train Accuracy: 0.945, Validation Accuracy: 0.946, Loss: 0.025 Epoch 31 Batch 13/269 - Train Accuracy: 0.955, Validation Accuracy: 0.945, Loss: 0.022 Epoch 31 Batch 14/269 - Train Accuracy: 0.951, Validation Accuracy: 0.951, Loss: 0.020 Epoch 31 Batch 15/269 - Train Accuracy: 0.966, Validation Accuracy: 0.949, Loss: 0.018 Epoch 31 Batch 16/269 - Train Accuracy: 0.952, Validation Accuracy: 0.946, Loss: 0.025 Epoch 31 Batch 17/269 - Train Accuracy: 0.966, Validation Accuracy: 0.947, Loss: 0.018 Epoch 31 Batch 18/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.023 Epoch 31 Batch 19/269 - Train Accuracy: 0.966, Validation Accuracy: 0.944, Loss: 0.016 Epoch 31 Batch 20/269 - Train Accuracy: 0.967, Validation Accuracy: 0.949, Loss: 0.018 Epoch 31 Batch 21/269 - Train Accuracy: 0.953, Validation Accuracy: 0.949, Loss: 0.027 Epoch 31 Batch 22/269 - Train Accuracy: 0.960, Validation Accuracy: 0.950, Loss: 0.022 Epoch 31 Batch 23/269 - Train Accuracy: 0.948, Validation Accuracy: 0.944, Loss: 0.023 Epoch 31 Batch 24/269 - Train Accuracy: 0.954, Validation Accuracy: 0.945, Loss: 0.023 Epoch 31 Batch 25/269 - Train Accuracy: 0.959, Validation Accuracy: 0.944, Loss: 0.020 Epoch 31 Batch 26/269 - Train Accuracy: 0.956, Validation Accuracy: 0.946, Loss: 0.022 Epoch 31 Batch 27/269 - Train Accuracy: 0.958, Validation Accuracy: 0.948, Loss: 0.020 Epoch 31 Batch 28/269 - Train Accuracy: 0.950, Validation Accuracy: 0.949, Loss: 0.020 Epoch 31 Batch 29/269 - Train Accuracy: 0.954, Validation Accuracy: 0.949, Loss: 0.018 Epoch 31 Batch 30/269 - Train Accuracy: 0.953, Validation Accuracy: 0.948, Loss: 0.024 Epoch 31 Batch 31/269 - Train Accuracy: 0.960, Validation Accuracy: 0.950, Loss: 0.023 Epoch 31 Batch 32/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.015 Epoch 31 Batch 33/269 - Train Accuracy: 0.970, Validation Accuracy: 0.952, Loss: 0.020 Epoch 31 Batch 34/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.024 Epoch 31 Batch 35/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.030 Epoch 31 Batch 36/269 - Train Accuracy: 0.960, Validation Accuracy: 0.948, Loss: 0.020 Epoch 31 Batch 37/269 - Train Accuracy: 0.963, Validation Accuracy: 0.948, Loss: 0.018 Epoch 31 Batch 38/269 - Train Accuracy: 0.952, Validation Accuracy: 0.952, Loss: 0.020 Epoch 31 Batch 39/269 - Train Accuracy: 0.967, Validation Accuracy: 0.952, Loss: 0.021 Epoch 31 Batch 40/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.024 Epoch 31 Batch 41/269 - Train Accuracy: 0.959, Validation Accuracy: 0.952, Loss: 0.021 Epoch 31 Batch 42/269 - Train Accuracy: 0.962, Validation Accuracy: 0.948, Loss: 0.020 Epoch 31 Batch 43/269 - Train Accuracy: 0.953, Validation Accuracy: 0.946, Loss: 0.022 Epoch 31 Batch 44/269 - Train Accuracy: 0.953, Validation Accuracy: 0.948, Loss: 0.025 Epoch 31 Batch 45/269 - Train Accuracy: 0.952, Validation Accuracy: 0.947, Loss: 0.021 Epoch 31 Batch 46/269 - Train Accuracy: 0.963, Validation Accuracy: 0.948, Loss: 0.017 Epoch 31 Batch 47/269 - Train Accuracy: 0.967, Validation Accuracy: 0.947, Loss: 0.016 Epoch 31 Batch 48/269 - Train Accuracy: 0.953, Validation Accuracy: 0.945, Loss: 0.019 Epoch 31 Batch 49/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.017 Epoch 31 Batch 50/269 - Train Accuracy: 0.949, Validation Accuracy: 0.954, Loss: 0.025 Epoch 31 Batch 51/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.020 Epoch 31 Batch 52/269 - Train Accuracy: 0.961, Validation Accuracy: 0.950, Loss: 0.019 Epoch 31 Batch 53/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.020 Epoch 31 Batch 54/269 - Train Accuracy: 0.954, Validation Accuracy: 0.952, Loss: 0.020 Epoch 31 Batch 55/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.019 Epoch 31 Batch 56/269 - Train Accuracy: 0.949, Validation Accuracy: 0.952, Loss: 0.023 Epoch 31 Batch 57/269 - Train Accuracy: 0.951, Validation Accuracy: 0.950, Loss: 0.024 Epoch 31 Batch 58/269 - Train Accuracy: 0.954, Validation Accuracy: 0.951, Loss: 0.020 Epoch 31 Batch 59/269 - Train Accuracy: 0.971, Validation Accuracy: 0.950, Loss: 0.019 Epoch 31 Batch 60/269 - Train Accuracy: 0.956, Validation Accuracy: 0.952, Loss: 0.022 Epoch 31 Batch 61/269 - Train Accuracy: 0.949, Validation Accuracy: 0.948, Loss: 0.020 Epoch 31 Batch 62/269 - Train Accuracy: 0.958, Validation Accuracy: 0.948, Loss: 0.022 Epoch 31 Batch 63/269 - Train Accuracy: 0.953, Validation Accuracy: 0.951, Loss: 0.022 Epoch 31 Batch 64/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.019 Epoch 31 Batch 65/269 - Train Accuracy: 0.962, Validation Accuracy: 0.949, Loss: 0.024 Epoch 31 Batch 66/269 - Train Accuracy: 0.956, Validation Accuracy: 0.948, Loss: 0.021 Epoch 31 Batch 67/269 - Train Accuracy: 0.954, Validation Accuracy: 0.948, Loss: 0.026 Epoch 31 Batch 68/269 - Train Accuracy: 0.952, Validation Accuracy: 0.947, Loss: 0.024 Epoch 31 Batch 69/269 - Train Accuracy: 0.946, Validation Accuracy: 0.947, Loss: 0.025 Epoch 31 Batch 70/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.022 Epoch 31 Batch 71/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.027 Epoch 31 Batch 72/269 - Train Accuracy: 0.955, Validation Accuracy: 0.953, Loss: 0.026 Epoch 31 Batch 73/269 - Train Accuracy: 0.952, Validation Accuracy: 0.954, Loss: 0.022 Epoch 31 Batch 74/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.018 Epoch 31 Batch 75/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.022 Epoch 31 Batch 76/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.018 Epoch 31 Batch 77/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.019 Epoch 31 Batch 78/269 - Train Accuracy: 0.954, Validation Accuracy: 0.951, Loss: 0.021 Epoch 31 Batch 79/269 - Train Accuracy: 0.948, Validation Accuracy: 0.953, Loss: 0.021 Epoch 31 Batch 80/269 - Train Accuracy: 0.968, Validation Accuracy: 0.952, Loss: 0.019 Epoch 31 Batch 81/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.022 Epoch 31 Batch 82/269 - Train Accuracy: 0.965, Validation Accuracy: 0.945, Loss: 0.018 Epoch 31 Batch 83/269 - Train Accuracy: 0.960, Validation Accuracy: 0.946, Loss: 0.025 Epoch 31 Batch 84/269 - Train Accuracy: 0.957, Validation Accuracy: 0.945, Loss: 0.018 Epoch 31 Batch 85/269 - Train Accuracy: 0.952, Validation Accuracy: 0.950, Loss: 0.018 Epoch 31 Batch 86/269 - Train Accuracy: 0.958, Validation Accuracy: 0.951, Loss: 0.023 Epoch 31 Batch 87/269 - Train Accuracy: 0.958, Validation Accuracy: 0.949, Loss: 0.023 Epoch 31 Batch 88/269 - Train Accuracy: 0.956, Validation Accuracy: 0.942, Loss: 0.021 Epoch 31 Batch 89/269 - Train Accuracy: 0.970, Validation Accuracy: 0.946, Loss: 0.018 Epoch 31 Batch 90/269 - Train Accuracy: 0.955, Validation Accuracy: 0.951, Loss: 0.019 Epoch 31 Batch 91/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.019 Epoch 31 Batch 92/269 - Train Accuracy: 0.956, Validation Accuracy: 0.949, Loss: 0.020 Epoch 31 Batch 93/269 - Train Accuracy: 0.959, Validation Accuracy: 0.952, Loss: 0.018 Epoch 31 Batch 94/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.024 Epoch 31 Batch 95/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.017 Epoch 31 Batch 96/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.022 Epoch 31 Batch 97/269 - Train Accuracy: 0.962, Validation Accuracy: 0.948, Loss: 0.017 Epoch 31 Batch 98/269 - Train Accuracy: 0.964, Validation Accuracy: 0.948, Loss: 0.018 Epoch 31 Batch 99/269 - Train Accuracy: 0.957, Validation Accuracy: 0.946, Loss: 0.017 Epoch 31 Batch 100/269 - Train Accuracy: 0.958, Validation Accuracy: 0.946, Loss: 0.022 Epoch 31 Batch 101/269 - Train Accuracy: 0.954, Validation Accuracy: 0.944, Loss: 0.020 Epoch 31 Batch 102/269 - Train Accuracy: 0.947, Validation Accuracy: 0.949, Loss: 0.020 Epoch 31 Batch 103/269 - Train Accuracy: 0.957, Validation Accuracy: 0.949, Loss: 0.021 Epoch 31 Batch 104/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.021 Epoch 31 Batch 105/269 - Train Accuracy: 0.954, Validation Accuracy: 0.954, Loss: 0.018 Epoch 31 Batch 106/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.015 Epoch 31 Batch 107/269 - Train Accuracy: 0.955, Validation Accuracy: 0.952, Loss: 0.017 Epoch 31 Batch 108/269 - Train Accuracy: 0.965, Validation Accuracy: 0.952, Loss: 0.016 Epoch 31 Batch 109/269 - Train Accuracy: 0.956, Validation Accuracy: 0.952, Loss: 0.019 Epoch 31 Batch 110/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.017 Epoch 31 Batch 111/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.019 Epoch 31 Batch 112/269 - Train Accuracy: 0.955, Validation Accuracy: 0.954, Loss: 0.016 Epoch 31 Batch 113/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.019 Epoch 31 Batch 114/269 - Train Accuracy: 0.957, Validation Accuracy: 0.952, Loss: 0.020 Epoch 31 Batch 115/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.020 Epoch 31 Batch 116/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.016 Epoch 31 Batch 117/269 - Train Accuracy: 0.963, Validation Accuracy: 0.949, Loss: 0.020 Epoch 31 Batch 118/269 - Train Accuracy: 0.962, Validation Accuracy: 0.949, Loss: 0.015 Epoch 31 Batch 119/269 - Train Accuracy: 0.947, Validation Accuracy: 0.946, Loss: 0.021 Epoch 31 Batch 120/269 - Train Accuracy: 0.956, Validation Accuracy: 0.951, Loss: 0.019 Epoch 31 Batch 121/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.017 Epoch 31 Batch 122/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.018 Epoch 31 Batch 123/269 - Train Accuracy: 0.956, Validation Accuracy: 0.962, Loss: 0.020 Epoch 31 Batch 124/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.017 Epoch 31 Batch 125/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.019 Epoch 31 Batch 126/269 - Train Accuracy: 0.953, Validation Accuracy: 0.961, Loss: 0.018 Epoch 31 Batch 127/269 - Train Accuracy: 0.956, Validation Accuracy: 0.956, Loss: 0.017 Epoch 31 Batch 128/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.021 Epoch 31 Batch 129/269 - Train Accuracy: 0.955, Validation Accuracy: 0.956, Loss: 0.018 Epoch 31 Batch 130/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.020 Epoch 31 Batch 131/269 - Train Accuracy: 0.953, Validation Accuracy: 0.956, Loss: 0.024 Epoch 31 Batch 132/269 - Train Accuracy: 0.946, Validation Accuracy: 0.957, Loss: 0.022 Epoch 31 Batch 133/269 - Train Accuracy: 0.958, Validation Accuracy: 0.961, Loss: 0.019 Epoch 31 Batch 134/269 - Train Accuracy: 0.958, Validation Accuracy: 0.962, Loss: 0.018 Epoch 31 Batch 135/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.020 Epoch 31 Batch 136/269 - Train Accuracy: 0.951, Validation Accuracy: 0.962, Loss: 0.023 Epoch 31 Batch 137/269 - Train Accuracy: 0.957, Validation Accuracy: 0.964, Loss: 0.020 Epoch 31 Batch 138/269 - Train Accuracy: 0.954, Validation Accuracy: 0.959, Loss: 0.015 Epoch 31 Batch 139/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.016 Epoch 31 Batch 140/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.019 Epoch 31 Batch 141/269 - Train Accuracy: 0.954, Validation Accuracy: 0.955, Loss: 0.022 Epoch 31 Batch 142/269 - Train Accuracy: 0.954, Validation Accuracy: 0.955, Loss: 0.022 Epoch 31 Batch 143/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.017 Epoch 31 Batch 144/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.014 Epoch 31 Batch 145/269 - Train Accuracy: 0.972, Validation Accuracy: 0.954, Loss: 0.015 Epoch 31 Batch 146/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.016 Epoch 31 Batch 147/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.021 Epoch 31 Batch 148/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.018 Epoch 31 Batch 149/269 - Train Accuracy: 0.959, Validation Accuracy: 0.962, Loss: 0.019 Epoch 31 Batch 150/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.021 Epoch 31 Batch 151/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.018 Epoch 31 Batch 152/269 - Train Accuracy: 0.954, Validation Accuracy: 0.952, Loss: 0.020 Epoch 31 Batch 153/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.018 Epoch 31 Batch 154/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.016 Epoch 31 Batch 155/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.018 Epoch 31 Batch 156/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.016 Epoch 31 Batch 157/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.018 Epoch 31 Batch 158/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.018 Epoch 31 Batch 159/269 - Train Accuracy: 0.956, Validation Accuracy: 0.955, Loss: 0.017 Epoch 31 Batch 160/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.016 Epoch 31 Batch 161/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.017 Epoch 31 Batch 162/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.016 Epoch 31 Batch 163/269 - Train Accuracy: 0.972, Validation Accuracy: 0.951, Loss: 0.018 Epoch 31 Batch 164/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.019 Epoch 31 Batch 165/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.016 Epoch 31 Batch 166/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.021 Epoch 31 Batch 167/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.019 Epoch 31 Batch 168/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.021 Epoch 31 Batch 169/269 - Train Accuracy: 0.949, Validation Accuracy: 0.954, Loss: 0.017 Epoch 31 Batch 170/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.022 Epoch 31 Batch 171/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.019 Epoch 31 Batch 172/269 - Train Accuracy: 0.963, Validation Accuracy: 0.951, Loss: 0.019 Epoch 31 Batch 173/269 - Train Accuracy: 0.956, Validation Accuracy: 0.952, Loss: 0.016 Epoch 31 Batch 174/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.016 Epoch 31 Batch 175/269 - Train Accuracy: 0.956, Validation Accuracy: 0.952, Loss: 0.025 Epoch 31 Batch 176/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.018 Epoch 31 Batch 177/269 - Train Accuracy: 0.970, Validation Accuracy: 0.952, Loss: 0.016 Epoch 31 Batch 178/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.020 Epoch 31 Batch 179/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.015 Epoch 31 Batch 180/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.015 Epoch 31 Batch 181/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.017 Epoch 31 Batch 182/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.015 Epoch 31 Batch 183/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.015 Epoch 31 Batch 184/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.016 Epoch 31 Batch 185/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.017 Epoch 31 Batch 186/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.016 Epoch 31 Batch 187/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.018 Epoch 31 Batch 188/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.018 Epoch 31 Batch 189/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.019 Epoch 31 Batch 190/269 - Train Accuracy: 0.956, Validation Accuracy: 0.958, Loss: 0.015 Epoch 31 Batch 191/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.017 Epoch 31 Batch 192/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.016 Epoch 31 Batch 193/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.016 Epoch 31 Batch 194/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.017 Epoch 31 Batch 195/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.015 Epoch 31 Batch 196/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.018 Epoch 31 Batch 197/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.016 Epoch 31 Batch 198/269 - Train Accuracy: 0.956, Validation Accuracy: 0.959, Loss: 0.020 Epoch 31 Batch 199/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.015 Epoch 31 Batch 200/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.014 Epoch 31 Batch 201/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.015 Epoch 31 Batch 202/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.016 Epoch 31 Batch 203/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.018 Epoch 31 Batch 204/269 - Train Accuracy: 0.969, Validation Accuracy: 0.953, Loss: 0.018 Epoch 31 Batch 205/269 - Train Accuracy: 0.971, Validation Accuracy: 0.951, Loss: 0.017 Epoch 31 Batch 206/269 - Train Accuracy: 0.956, Validation Accuracy: 0.952, Loss: 0.022 Epoch 31 Batch 207/269 - Train Accuracy: 0.957, Validation Accuracy: 0.950, Loss: 0.017 Epoch 31 Batch 208/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.018 Epoch 31 Batch 209/269 - Train Accuracy: 0.966, Validation Accuracy: 0.952, Loss: 0.014 Epoch 31 Batch 210/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.014 Epoch 31 Batch 211/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.018 Epoch 31 Batch 212/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.021 Epoch 31 Batch 213/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.016 Epoch 31 Batch 214/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.017 Epoch 31 Batch 215/269 - Train Accuracy: 0.956, Validation Accuracy: 0.956, Loss: 0.018 Epoch 31 Batch 216/269 - Train Accuracy: 0.949, Validation Accuracy: 0.955, Loss: 0.025 Epoch 31 Batch 217/269 - Train Accuracy: 0.943, Validation Accuracy: 0.956, Loss: 0.019 Epoch 31 Batch 218/269 - Train Accuracy: 0.969, Validation Accuracy: 0.952, Loss: 0.017 Epoch 31 Batch 219/269 - Train Accuracy: 0.970, Validation Accuracy: 0.953, Loss: 0.016 Epoch 31 Batch 220/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.017 Epoch 31 Batch 221/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.017 Epoch 31 Batch 222/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.015 Epoch 31 Batch 223/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.014 Epoch 31 Batch 224/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.020 Epoch 31 Batch 225/269 - Train Accuracy: 0.955, Validation Accuracy: 0.961, Loss: 0.017 Epoch 31 Batch 226/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.018 Epoch 31 Batch 227/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.018 Epoch 31 Batch 228/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.016 Epoch 31 Batch 229/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.016 Epoch 31 Batch 230/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.014 Epoch 31 Batch 231/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.015 Epoch 31 Batch 232/269 - Train Accuracy: 0.957, Validation Accuracy: 0.958, Loss: 0.016 Epoch 31 Batch 233/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.016 Epoch 31 Batch 234/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.018 Epoch 31 Batch 235/269 - Train Accuracy: 0.973, Validation Accuracy: 0.955, Loss: 0.013 Epoch 31 Batch 236/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.016 Epoch 31 Batch 237/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.014 Epoch 31 Batch 238/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.016 Epoch 31 Batch 239/269 - Train Accuracy: 0.965, Validation Accuracy: 0.952, Loss: 0.016 Epoch 31 Batch 240/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.016 Epoch 31 Batch 241/269 - Train Accuracy: 0.946, Validation Accuracy: 0.956, Loss: 0.020 Epoch 31 Batch 242/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.015 Epoch 31 Batch 243/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.013 Epoch 31 Batch 244/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.016 Epoch 31 Batch 245/269 - Train Accuracy: 0.952, Validation Accuracy: 0.955, Loss: 0.014 Epoch 31 Batch 246/269 - Train Accuracy: 0.952, Validation Accuracy: 0.959, Loss: 0.017 Epoch 31 Batch 247/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.015 Epoch 31 Batch 248/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.015 Epoch 31 Batch 249/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.017 Epoch 31 Batch 250/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.015 Epoch 31 Batch 251/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.015 Epoch 31 Batch 252/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.012 Epoch 31 Batch 253/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.019 Epoch 31 Batch 254/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.017 Epoch 31 Batch 255/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.016 Epoch 31 Batch 256/269 - Train Accuracy: 0.955, Validation Accuracy: 0.959, Loss: 0.016 Epoch 31 Batch 257/269 - Train Accuracy: 0.954, Validation Accuracy: 0.959, Loss: 0.021 Epoch 31 Batch 258/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.015 Epoch 31 Batch 259/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.016 Epoch 31 Batch 260/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.018 Epoch 31 Batch 261/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.015 Epoch 31 Batch 262/269 - Train Accuracy: 0.957, Validation Accuracy: 0.963, Loss: 0.019 Epoch 31 Batch 263/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.018 Epoch 31 Batch 264/269 - Train Accuracy: 0.959, Validation Accuracy: 0.960, Loss: 0.017 Epoch 31 Batch 265/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.017 Epoch 31 Batch 266/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.013 Epoch 31 Batch 267/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.017 Epoch 32 Batch 0/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.018 Epoch 32 Batch 1/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.018 Epoch 32 Batch 2/269 - Train Accuracy: 0.953, Validation Accuracy: 0.952, Loss: 0.019 Epoch 32 Batch 3/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.014 Epoch 32 Batch 4/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.016 Epoch 32 Batch 5/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.018 Epoch 32 Batch 6/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.017 Epoch 32 Batch 7/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.015 Epoch 32 Batch 8/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.015 Epoch 32 Batch 9/269 - Train Accuracy: 0.956, Validation Accuracy: 0.959, Loss: 0.015 Epoch 32 Batch 10/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.015 Epoch 32 Batch 11/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.016 Epoch 32 Batch 12/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.023 Epoch 32 Batch 13/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.016 Epoch 32 Batch 14/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.015 Epoch 32 Batch 15/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.011 Epoch 32 Batch 16/269 - Train Accuracy: 0.949, Validation Accuracy: 0.951, Loss: 0.020 Epoch 32 Batch 17/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.014 Epoch 32 Batch 18/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.017 Epoch 32 Batch 19/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.017 Epoch 32 Batch 20/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.014 Epoch 32 Batch 21/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.021 Epoch 32 Batch 22/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.014 Epoch 32 Batch 23/269 - Train Accuracy: 0.959, Validation Accuracy: 0.949, Loss: 0.021 Epoch 32 Batch 24/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.017 Epoch 32 Batch 25/269 - Train Accuracy: 0.965, Validation Accuracy: 0.951, Loss: 0.014 Epoch 32 Batch 26/269 - Train Accuracy: 0.957, Validation Accuracy: 0.949, Loss: 0.016 Epoch 32 Batch 27/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.016 Epoch 32 Batch 28/269 - Train Accuracy: 0.959, Validation Accuracy: 0.952, Loss: 0.015 Epoch 32 Batch 29/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.015 Epoch 32 Batch 30/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.016 Epoch 32 Batch 31/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.015 Epoch 32 Batch 32/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.011 Epoch 32 Batch 33/269 - Train Accuracy: 0.974, Validation Accuracy: 0.954, Loss: 0.013 Epoch 32 Batch 34/269 - Train Accuracy: 0.957, Validation Accuracy: 0.950, Loss: 0.014 Epoch 32 Batch 35/269 - Train Accuracy: 0.961, Validation Accuracy: 0.950, Loss: 0.021 Epoch 32 Batch 36/269 - Train Accuracy: 0.958, Validation Accuracy: 0.951, Loss: 0.015 Epoch 32 Batch 37/269 - Train Accuracy: 0.964, Validation Accuracy: 0.952, Loss: 0.015 Epoch 32 Batch 38/269 - Train Accuracy: 0.957, Validation Accuracy: 0.957, Loss: 0.018 Epoch 32 Batch 39/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.010 Epoch 32 Batch 40/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.018 Epoch 32 Batch 41/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.016 Epoch 32 Batch 42/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.015 Epoch 32 Batch 43/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.015 Epoch 32 Batch 44/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.018 Epoch 32 Batch 45/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.016 Epoch 32 Batch 46/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.012 Epoch 32 Batch 47/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.013 Epoch 32 Batch 48/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.013 Epoch 32 Batch 49/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.013 Epoch 32 Batch 50/269 - Train Accuracy: 0.953, Validation Accuracy: 0.960, Loss: 0.020 Epoch 32 Batch 51/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.014 Epoch 32 Batch 52/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.013 Epoch 32 Batch 53/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.015 Epoch 32 Batch 54/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.015 Epoch 32 Batch 55/269 - Train Accuracy: 0.954, Validation Accuracy: 0.962, Loss: 0.019 Epoch 32 Batch 56/269 - Train Accuracy: 0.955, Validation Accuracy: 0.962, Loss: 0.018 Epoch 32 Batch 57/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.015 Epoch 32 Batch 58/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.016 Epoch 32 Batch 59/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 32 Batch 60/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.020 Epoch 32 Batch 61/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.016 Epoch 32 Batch 62/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.016 Epoch 32 Batch 63/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.017 Epoch 32 Batch 64/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.012 Epoch 32 Batch 65/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.014 Epoch 32 Batch 66/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.014 Epoch 32 Batch 67/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.018 Epoch 32 Batch 68/269 - Train Accuracy: 0.954, Validation Accuracy: 0.956, Loss: 0.017 Epoch 32 Batch 69/269 - Train Accuracy: 0.954, Validation Accuracy: 0.956, Loss: 0.018 Epoch 32 Batch 70/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.015 Epoch 32 Batch 71/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.016 Epoch 32 Batch 72/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.014 Epoch 32 Batch 73/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.016 Epoch 32 Batch 74/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.014 Epoch 32 Batch 75/269 - Train Accuracy: 0.953, Validation Accuracy: 0.956, Loss: 0.015 Epoch 32 Batch 76/269 - Train Accuracy: 0.953, Validation Accuracy: 0.956, Loss: 0.012 Epoch 32 Batch 77/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.014 Epoch 32 Batch 78/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.015 Epoch 32 Batch 79/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.016 Epoch 32 Batch 80/269 - Train Accuracy: 0.968, Validation Accuracy: 0.952, Loss: 0.016 Epoch 32 Batch 81/269 - Train Accuracy: 0.969, Validation Accuracy: 0.949, Loss: 0.017 Epoch 32 Batch 82/269 - Train Accuracy: 0.969, Validation Accuracy: 0.948, Loss: 0.012 Epoch 32 Batch 83/269 - Train Accuracy: 0.966, Validation Accuracy: 0.947, Loss: 0.016 Epoch 32 Batch 84/269 - Train Accuracy: 0.963, Validation Accuracy: 0.946, Loss: 0.013 Epoch 32 Batch 85/269 - Train Accuracy: 0.959, Validation Accuracy: 0.949, Loss: 0.014 Epoch 32 Batch 86/269 - Train Accuracy: 0.967, Validation Accuracy: 0.947, Loss: 0.012 Epoch 32 Batch 87/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.016 Epoch 32 Batch 88/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.015 Epoch 32 Batch 89/269 - Train Accuracy: 0.971, Validation Accuracy: 0.952, Loss: 0.016 Epoch 32 Batch 90/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.014 Epoch 32 Batch 91/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.013 Epoch 32 Batch 92/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.013 Epoch 32 Batch 93/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.013 Epoch 32 Batch 94/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.024 Epoch 32 Batch 95/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.013 Epoch 32 Batch 96/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.016 Epoch 32 Batch 97/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.017 Epoch 32 Batch 98/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.018 Epoch 32 Batch 99/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.015 Epoch 32 Batch 100/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.019 Epoch 32 Batch 101/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.020 Epoch 32 Batch 102/269 - Train Accuracy: 0.947, Validation Accuracy: 0.954, Loss: 0.014 Epoch 32 Batch 103/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.015 Epoch 32 Batch 104/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.018 Epoch 32 Batch 105/269 - Train Accuracy: 0.953, Validation Accuracy: 0.953, Loss: 0.018 Epoch 32 Batch 106/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.014 Epoch 32 Batch 107/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.016 Epoch 32 Batch 108/269 - Train Accuracy: 0.969, Validation Accuracy: 0.953, Loss: 0.017 Epoch 32 Batch 109/269 - Train Accuracy: 0.954, Validation Accuracy: 0.952, Loss: 0.016 Epoch 32 Batch 110/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.017 Epoch 32 Batch 111/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.020 Epoch 32 Batch 112/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.020 Epoch 32 Batch 113/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.018 Epoch 32 Batch 114/269 - Train Accuracy: 0.957, Validation Accuracy: 0.949, Loss: 0.017 Epoch 32 Batch 115/269 - Train Accuracy: 0.961, Validation Accuracy: 0.946, Loss: 0.016 Epoch 32 Batch 116/269 - Train Accuracy: 0.967, Validation Accuracy: 0.947, Loss: 0.015 Epoch 32 Batch 117/269 - Train Accuracy: 0.962, Validation Accuracy: 0.946, Loss: 0.016 Epoch 32 Batch 118/269 - Train Accuracy: 0.964, Validation Accuracy: 0.944, Loss: 0.017 Epoch 32 Batch 119/269 - Train Accuracy: 0.952, Validation Accuracy: 0.943, Loss: 0.019 Epoch 32 Batch 120/269 - Train Accuracy: 0.958, Validation Accuracy: 0.945, Loss: 0.020 Epoch 32 Batch 121/269 - Train Accuracy: 0.964, Validation Accuracy: 0.948, Loss: 0.013 Epoch 32 Batch 122/269 - Train Accuracy: 0.953, Validation Accuracy: 0.950, Loss: 0.016 Epoch 32 Batch 123/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.022 Epoch 32 Batch 124/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.015 Epoch 32 Batch 125/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.013 Epoch 32 Batch 126/269 - Train Accuracy: 0.953, Validation Accuracy: 0.959, Loss: 0.016 Epoch 32 Batch 127/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.019 Epoch 32 Batch 128/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.016 Epoch 32 Batch 129/269 - Train Accuracy: 0.954, Validation Accuracy: 0.953, Loss: 0.016 Epoch 32 Batch 130/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.020 Epoch 32 Batch 131/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.018 Epoch 32 Batch 132/269 - Train Accuracy: 0.950, Validation Accuracy: 0.950, Loss: 0.018 Epoch 32 Batch 133/269 - Train Accuracy: 0.960, Validation Accuracy: 0.948, Loss: 0.019 Epoch 32 Batch 134/269 - Train Accuracy: 0.960, Validation Accuracy: 0.948, Loss: 0.015 Epoch 32 Batch 135/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.015 Epoch 32 Batch 136/269 - Train Accuracy: 0.956, Validation Accuracy: 0.956, Loss: 0.018 Epoch 32 Batch 137/269 - Train Accuracy: 0.958, Validation Accuracy: 0.961, Loss: 0.018 Epoch 32 Batch 138/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.016 Epoch 32 Batch 139/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.014 Epoch 32 Batch 140/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.016 Epoch 32 Batch 141/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.017 Epoch 32 Batch 142/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.016 Epoch 32 Batch 143/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.017 Epoch 32 Batch 144/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.013 Epoch 32 Batch 145/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.014 Epoch 32 Batch 146/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.014 Epoch 32 Batch 147/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.016 Epoch 32 Batch 148/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.017 Epoch 32 Batch 149/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.017 Epoch 32 Batch 150/269 - Train Accuracy: 0.956, Validation Accuracy: 0.959, Loss: 0.020 Epoch 32 Batch 151/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.019 Epoch 32 Batch 152/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.013 Epoch 32 Batch 153/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.014 Epoch 32 Batch 154/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.015 Epoch 32 Batch 155/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.017 Epoch 32 Batch 156/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.017 Epoch 32 Batch 157/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.017 Epoch 32 Batch 158/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.015 Epoch 32 Batch 159/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.014 Epoch 32 Batch 160/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.014 Epoch 32 Batch 161/269 - Train Accuracy: 0.964, Validation Accuracy: 0.952, Loss: 0.014 Epoch 32 Batch 162/269 - Train Accuracy: 0.967, Validation Accuracy: 0.949, Loss: 0.013 Epoch 32 Batch 163/269 - Train Accuracy: 0.974, Validation Accuracy: 0.949, Loss: 0.014 Epoch 32 Batch 164/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.017 Epoch 32 Batch 165/269 - Train Accuracy: 0.971, Validation Accuracy: 0.949, Loss: 0.014 Epoch 32 Batch 166/269 - Train Accuracy: 0.966, Validation Accuracy: 0.950, Loss: 0.016 Epoch 32 Batch 167/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.016 Epoch 32 Batch 168/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.018 Epoch 32 Batch 169/269 - Train Accuracy: 0.958, Validation Accuracy: 0.951, Loss: 0.015 Epoch 32 Batch 170/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.017 Epoch 32 Batch 171/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.018 Epoch 32 Batch 172/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.018 Epoch 32 Batch 173/269 - Train Accuracy: 0.958, Validation Accuracy: 0.955, Loss: 0.013 Epoch 32 Batch 174/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.015 Epoch 32 Batch 175/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.021 Epoch 32 Batch 176/269 - Train Accuracy: 0.972, Validation Accuracy: 0.954, Loss: 0.014 Epoch 32 Batch 177/269 - Train Accuracy: 0.972, Validation Accuracy: 0.953, Loss: 0.012 Epoch 32 Batch 178/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.016 Epoch 32 Batch 179/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.015 Epoch 32 Batch 180/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.014 Epoch 32 Batch 181/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.018 Epoch 32 Batch 182/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.014 Epoch 32 Batch 183/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 32 Batch 184/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.014 Epoch 32 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.014 Epoch 32 Batch 186/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.013 Epoch 32 Batch 187/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.017 Epoch 32 Batch 188/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.014 Epoch 32 Batch 189/269 - Train Accuracy: 0.972, Validation Accuracy: 0.954, Loss: 0.016 Epoch 32 Batch 190/269 - Train Accuracy: 0.965, Validation Accuracy: 0.949, Loss: 0.017 Epoch 32 Batch 191/269 - Train Accuracy: 0.971, Validation Accuracy: 0.950, Loss: 0.015 Epoch 32 Batch 192/269 - Train Accuracy: 0.967, Validation Accuracy: 0.952, Loss: 0.014 Epoch 32 Batch 193/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.015 Epoch 32 Batch 194/269 - Train Accuracy: 0.964, Validation Accuracy: 0.948, Loss: 0.016 Epoch 32 Batch 195/269 - Train Accuracy: 0.968, Validation Accuracy: 0.950, Loss: 0.013 Epoch 32 Batch 196/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.015 Epoch 32 Batch 197/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.013 Epoch 32 Batch 198/269 - Train Accuracy: 0.961, Validation Accuracy: 0.945, Loss: 0.017 Epoch 32 Batch 199/269 - Train Accuracy: 0.966, Validation Accuracy: 0.947, Loss: 0.016 Epoch 32 Batch 200/269 - Train Accuracy: 0.977, Validation Accuracy: 0.949, Loss: 0.015 Epoch 32 Batch 201/269 - Train Accuracy: 0.968, Validation Accuracy: 0.949, Loss: 0.014 Epoch 32 Batch 202/269 - Train Accuracy: 0.964, Validation Accuracy: 0.949, Loss: 0.015 Epoch 32 Batch 203/269 - Train Accuracy: 0.959, Validation Accuracy: 0.948, Loss: 0.017 Epoch 32 Batch 204/269 - Train Accuracy: 0.962, Validation Accuracy: 0.948, Loss: 0.015 Epoch 32 Batch 205/269 - Train Accuracy: 0.968, Validation Accuracy: 0.949, Loss: 0.014 Epoch 32 Batch 206/269 - Train Accuracy: 0.956, Validation Accuracy: 0.951, Loss: 0.017 Epoch 32 Batch 207/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.017 Epoch 32 Batch 208/269 - Train Accuracy: 0.963, Validation Accuracy: 0.950, Loss: 0.016 Epoch 32 Batch 209/269 - Train Accuracy: 0.952, Validation Accuracy: 0.950, Loss: 0.015 Epoch 32 Batch 210/269 - Train Accuracy: 0.967, Validation Accuracy: 0.950, Loss: 0.013 Epoch 32 Batch 211/269 - Train Accuracy: 0.969, Validation Accuracy: 0.948, Loss: 0.017 Epoch 32 Batch 212/269 - Train Accuracy: 0.959, Validation Accuracy: 0.948, Loss: 0.019 Epoch 32 Batch 213/269 - Train Accuracy: 0.961, Validation Accuracy: 0.950, Loss: 0.014 Epoch 32 Batch 214/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.015 Epoch 32 Batch 215/269 - Train Accuracy: 0.958, Validation Accuracy: 0.948, Loss: 0.017 Epoch 32 Batch 216/269 - Train Accuracy: 0.956, Validation Accuracy: 0.946, Loss: 0.021 Epoch 32 Batch 217/269 - Train Accuracy: 0.946, Validation Accuracy: 0.948, Loss: 0.018 Epoch 32 Batch 218/269 - Train Accuracy: 0.971, Validation Accuracy: 0.945, Loss: 0.015 Epoch 32 Batch 219/269 - Train Accuracy: 0.964, Validation Accuracy: 0.946, Loss: 0.018 Epoch 32 Batch 220/269 - Train Accuracy: 0.958, Validation Accuracy: 0.950, Loss: 0.014 Epoch 32 Batch 221/269 - Train Accuracy: 0.960, Validation Accuracy: 0.948, Loss: 0.013 Epoch 32 Batch 222/269 - Train Accuracy: 0.970, Validation Accuracy: 0.950, Loss: 0.013 Epoch 32 Batch 223/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.015 Epoch 32 Batch 224/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.020 Epoch 32 Batch 225/269 - Train Accuracy: 0.955, Validation Accuracy: 0.952, Loss: 0.015 Epoch 32 Batch 226/269 - Train Accuracy: 0.965, Validation Accuracy: 0.952, Loss: 0.016 Epoch 32 Batch 227/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.018 Epoch 32 Batch 228/269 - Train Accuracy: 0.966, Validation Accuracy: 0.951, Loss: 0.016 Epoch 32 Batch 229/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.014 Epoch 32 Batch 230/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.014 Epoch 32 Batch 231/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.016 Epoch 32 Batch 232/269 - Train Accuracy: 0.954, Validation Accuracy: 0.957, Loss: 0.018 Epoch 32 Batch 233/269 - Train Accuracy: 0.972, Validation Accuracy: 0.954, Loss: 0.016 Epoch 32 Batch 234/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.016 Epoch 32 Batch 235/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.011 Epoch 32 Batch 236/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.014 Epoch 32 Batch 237/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.013 Epoch 32 Batch 238/269 - Train Accuracy: 0.964, Validation Accuracy: 0.952, Loss: 0.014 Epoch 32 Batch 239/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.015 Epoch 32 Batch 240/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.018 Epoch 32 Batch 241/269 - Train Accuracy: 0.949, Validation Accuracy: 0.952, Loss: 0.020 Epoch 32 Batch 242/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.015 Epoch 32 Batch 243/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.015 Epoch 32 Batch 244/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.014 Epoch 32 Batch 245/269 - Train Accuracy: 0.958, Validation Accuracy: 0.959, Loss: 0.015 Epoch 32 Batch 246/269 - Train Accuracy: 0.955, Validation Accuracy: 0.959, Loss: 0.017 Epoch 32 Batch 247/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.017 Epoch 32 Batch 248/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.013 Epoch 32 Batch 249/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.016 Epoch 32 Batch 250/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.016 Epoch 32 Batch 251/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.016 Epoch 32 Batch 252/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.014 Epoch 32 Batch 253/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.013 Epoch 32 Batch 254/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.016 Epoch 32 Batch 255/269 - Train Accuracy: 0.956, Validation Accuracy: 0.954, Loss: 0.014 Epoch 32 Batch 256/269 - Train Accuracy: 0.952, Validation Accuracy: 0.951, Loss: 0.016 Epoch 32 Batch 257/269 - Train Accuracy: 0.955, Validation Accuracy: 0.954, Loss: 0.022 Epoch 32 Batch 258/269 - Train Accuracy: 0.967, Validation Accuracy: 0.950, Loss: 0.014 Epoch 32 Batch 259/269 - Train Accuracy: 0.970, Validation Accuracy: 0.949, Loss: 0.017 Epoch 32 Batch 260/269 - Train Accuracy: 0.959, Validation Accuracy: 0.950, Loss: 0.019 Epoch 32 Batch 261/269 - Train Accuracy: 0.961, Validation Accuracy: 0.950, Loss: 0.017 Epoch 32 Batch 262/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.017 Epoch 32 Batch 263/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.015 Epoch 32 Batch 264/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.017 Epoch 32 Batch 265/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.015 Epoch 32 Batch 266/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.011 Epoch 32 Batch 267/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.016 Epoch 33 Batch 0/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.018 Epoch 33 Batch 1/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.016 Epoch 33 Batch 2/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.016 Epoch 33 Batch 3/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.014 Epoch 33 Batch 4/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.017 Epoch 33 Batch 5/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.015 Epoch 33 Batch 6/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.013 Epoch 33 Batch 7/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.015 Epoch 33 Batch 8/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.018 Epoch 33 Batch 9/269 - Train Accuracy: 0.954, Validation Accuracy: 0.957, Loss: 0.018 Epoch 33 Batch 10/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.015 Epoch 33 Batch 11/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.017 Epoch 33 Batch 12/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.019 Epoch 33 Batch 13/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.015 Epoch 33 Batch 14/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.012 Epoch 33 Batch 15/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.014 Epoch 33 Batch 16/269 - Train Accuracy: 0.956, Validation Accuracy: 0.953, Loss: 0.022 Epoch 33 Batch 17/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.014 Epoch 33 Batch 18/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.016 Epoch 33 Batch 19/269 - Train Accuracy: 0.976, Validation Accuracy: 0.953, Loss: 0.011 Epoch 33 Batch 20/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.015 Epoch 33 Batch 21/269 - Train Accuracy: 0.956, Validation Accuracy: 0.952, Loss: 0.019 Epoch 33 Batch 22/269 - Train Accuracy: 0.964, Validation Accuracy: 0.949, Loss: 0.016 Epoch 33 Batch 23/269 - Train Accuracy: 0.957, Validation Accuracy: 0.946, Loss: 0.021 Epoch 33 Batch 24/269 - Train Accuracy: 0.958, Validation Accuracy: 0.947, Loss: 0.015 Epoch 33 Batch 25/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.015 Epoch 33 Batch 26/269 - Train Accuracy: 0.957, Validation Accuracy: 0.952, Loss: 0.016 Epoch 33 Batch 27/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.017 Epoch 33 Batch 28/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.014 Epoch 33 Batch 29/269 - Train Accuracy: 0.966, Validation Accuracy: 0.951, Loss: 0.014 Epoch 33 Batch 30/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.016 Epoch 33 Batch 31/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.018 Epoch 33 Batch 32/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.012 Epoch 33 Batch 33/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.014 Epoch 33 Batch 34/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.014 Epoch 33 Batch 35/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.018 Epoch 33 Batch 36/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.016 Epoch 33 Batch 37/269 - Train Accuracy: 0.973, Validation Accuracy: 0.954, Loss: 0.015 Epoch 33 Batch 38/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.014 Epoch 33 Batch 39/269 - Train Accuracy: 0.968, Validation Accuracy: 0.953, Loss: 0.015 Epoch 33 Batch 40/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.014 Epoch 33 Batch 41/269 - Train Accuracy: 0.951, Validation Accuracy: 0.954, Loss: 0.015 Epoch 33 Batch 42/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.013 Epoch 33 Batch 43/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.016 Epoch 33 Batch 44/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.018 Epoch 33 Batch 45/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.019 Epoch 33 Batch 46/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.011 Epoch 33 Batch 47/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.012 Epoch 33 Batch 48/269 - Train Accuracy: 0.960, Validation Accuracy: 0.962, Loss: 0.016 Epoch 33 Batch 49/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.015 Epoch 33 Batch 50/269 - Train Accuracy: 0.957, Validation Accuracy: 0.964, Loss: 0.020 Epoch 33 Batch 51/269 - Train Accuracy: 0.956, Validation Accuracy: 0.964, Loss: 0.017 Epoch 33 Batch 52/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.015 Epoch 33 Batch 53/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.016 Epoch 33 Batch 54/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.016 Epoch 33 Batch 55/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.014 Epoch 33 Batch 56/269 - Train Accuracy: 0.954, Validation Accuracy: 0.955, Loss: 0.017 Epoch 33 Batch 57/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.017 Epoch 33 Batch 58/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.018 Epoch 33 Batch 59/269 - Train Accuracy: 0.974, Validation Accuracy: 0.954, Loss: 0.012 Epoch 33 Batch 60/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.019 Epoch 33 Batch 61/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.016 Epoch 33 Batch 62/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.016 Epoch 33 Batch 63/269 - Train Accuracy: 0.957, Validation Accuracy: 0.958, Loss: 0.019 Epoch 33 Batch 64/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.011 Epoch 33 Batch 65/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.014 Epoch 33 Batch 66/269 - Train Accuracy: 0.964, Validation Accuracy: 0.952, Loss: 0.017 Epoch 33 Batch 67/269 - Train Accuracy: 0.957, Validation Accuracy: 0.951, Loss: 0.019 Epoch 33 Batch 68/269 - Train Accuracy: 0.956, Validation Accuracy: 0.954, Loss: 0.018 Epoch 33 Batch 69/269 - Train Accuracy: 0.955, Validation Accuracy: 0.956, Loss: 0.017 Epoch 33 Batch 70/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.013 Epoch 33 Batch 71/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.016 Epoch 33 Batch 72/269 - Train Accuracy: 0.960, Validation Accuracy: 0.962, Loss: 0.016 Epoch 33 Batch 73/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.020 Epoch 33 Batch 74/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.015 Epoch 33 Batch 75/269 - Train Accuracy: 0.948, Validation Accuracy: 0.956, Loss: 0.020 Epoch 33 Batch 76/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.012 Epoch 33 Batch 77/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.015 Epoch 33 Batch 78/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.017 Epoch 33 Batch 79/269 - Train Accuracy: 0.951, Validation Accuracy: 0.949, Loss: 0.016 Epoch 33 Batch 80/269 - Train Accuracy: 0.970, Validation Accuracy: 0.946, Loss: 0.013 Epoch 33 Batch 81/269 - Train Accuracy: 0.968, Validation Accuracy: 0.945, Loss: 0.018 Epoch 33 Batch 82/269 - Train Accuracy: 0.973, Validation Accuracy: 0.946, Loss: 0.011 Epoch 33 Batch 83/269 - Train Accuracy: 0.965, Validation Accuracy: 0.945, Loss: 0.018 Epoch 33 Batch 84/269 - Train Accuracy: 0.967, Validation Accuracy: 0.947, Loss: 0.014 Epoch 33 Batch 85/269 - Train Accuracy: 0.960, Validation Accuracy: 0.947, Loss: 0.016 Epoch 33 Batch 86/269 - Train Accuracy: 0.967, Validation Accuracy: 0.949, Loss: 0.014 Epoch 33 Batch 87/269 - Train Accuracy: 0.966, Validation Accuracy: 0.948, Loss: 0.016 Epoch 33 Batch 88/269 - Train Accuracy: 0.960, Validation Accuracy: 0.946, Loss: 0.016 Epoch 33 Batch 89/269 - Train Accuracy: 0.973, Validation Accuracy: 0.949, Loss: 0.015 Epoch 33 Batch 90/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.014 Epoch 33 Batch 91/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.015 Epoch 33 Batch 92/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.013 Epoch 33 Batch 93/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.012 Epoch 33 Batch 94/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.019 Epoch 33 Batch 95/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.014 Epoch 33 Batch 96/269 - Train Accuracy: 0.958, Validation Accuracy: 0.961, Loss: 0.017 Epoch 33 Batch 97/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.015 Epoch 33 Batch 98/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.015 Epoch 33 Batch 99/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.015 Epoch 33 Batch 100/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.016 Epoch 33 Batch 101/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.018 Epoch 33 Batch 102/269 - Train Accuracy: 0.953, Validation Accuracy: 0.957, Loss: 0.016 Epoch 33 Batch 103/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.017 Epoch 33 Batch 104/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.016 Epoch 33 Batch 105/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.017 Epoch 33 Batch 106/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.015 Epoch 33 Batch 107/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.013 Epoch 33 Batch 108/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.014 Epoch 33 Batch 109/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.018 Epoch 33 Batch 110/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.014 Epoch 33 Batch 111/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.013 Epoch 33 Batch 112/269 - Train Accuracy: 0.956, Validation Accuracy: 0.955, Loss: 0.017 Epoch 33 Batch 113/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.016 Epoch 33 Batch 114/269 - Train Accuracy: 0.965, Validation Accuracy: 0.950, Loss: 0.014 Epoch 33 Batch 115/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.014 Epoch 33 Batch 116/269 - Train Accuracy: 0.967, Validation Accuracy: 0.951, Loss: 0.016 Epoch 33 Batch 117/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.015 Epoch 33 Batch 118/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.013 Epoch 33 Batch 119/269 - Train Accuracy: 0.957, Validation Accuracy: 0.953, Loss: 0.018 Epoch 33 Batch 120/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.016 Epoch 33 Batch 121/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.014 Epoch 33 Batch 122/269 - Train Accuracy: 0.954, Validation Accuracy: 0.957, Loss: 0.015 Epoch 33 Batch 123/269 - Train Accuracy: 0.957, Validation Accuracy: 0.959, Loss: 0.014 Epoch 33 Batch 124/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.014 Epoch 33 Batch 125/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.012 Epoch 33 Batch 126/269 - Train Accuracy: 0.956, Validation Accuracy: 0.962, Loss: 0.015 Epoch 33 Batch 127/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.016 Epoch 33 Batch 128/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.014 Epoch 33 Batch 129/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.017 Epoch 33 Batch 130/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.019 Epoch 33 Batch 131/269 - Train Accuracy: 0.955, Validation Accuracy: 0.958, Loss: 0.016 Epoch 33 Batch 132/269 - Train Accuracy: 0.949, Validation Accuracy: 0.961, Loss: 0.018 Epoch 33 Batch 133/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 33 Batch 134/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.014 Epoch 33 Batch 135/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.013 Epoch 33 Batch 136/269 - Train Accuracy: 0.956, Validation Accuracy: 0.956, Loss: 0.016 Epoch 33 Batch 137/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.016 Epoch 33 Batch 138/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.015 Epoch 33 Batch 139/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.012 Epoch 33 Batch 140/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.014 Epoch 33 Batch 141/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.017 Epoch 33 Batch 142/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.015 Epoch 33 Batch 143/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.013 Epoch 33 Batch 144/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.012 Epoch 33 Batch 145/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.011 Epoch 33 Batch 146/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.015 Epoch 33 Batch 147/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.015 Epoch 33 Batch 148/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.014 Epoch 33 Batch 149/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.019 Epoch 33 Batch 150/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.014 Epoch 33 Batch 151/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.017 Epoch 33 Batch 152/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.012 Epoch 33 Batch 153/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.015 Epoch 33 Batch 154/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.013 Epoch 33 Batch 155/269 - Train Accuracy: 0.958, Validation Accuracy: 0.959, Loss: 0.016 Epoch 33 Batch 156/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.016 Epoch 33 Batch 157/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.015 Epoch 33 Batch 158/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.015 Epoch 33 Batch 159/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.013 Epoch 33 Batch 160/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.014 Epoch 33 Batch 161/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.013 Epoch 33 Batch 162/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.012 Epoch 33 Batch 163/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.014 Epoch 33 Batch 164/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.015 Epoch 33 Batch 165/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.015 Epoch 33 Batch 166/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.014 Epoch 33 Batch 167/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.015 Epoch 33 Batch 168/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.013 Epoch 33 Batch 169/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.015 Epoch 33 Batch 170/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.014 Epoch 33 Batch 171/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.017 Epoch 33 Batch 172/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.016 Epoch 33 Batch 173/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.014 Epoch 33 Batch 174/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.013 Epoch 33 Batch 175/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.019 Epoch 33 Batch 176/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.016 Epoch 33 Batch 177/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.011 Epoch 33 Batch 178/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.016 Epoch 33 Batch 179/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.011 Epoch 33 Batch 180/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.012 Epoch 33 Batch 181/269 - Train Accuracy: 0.958, Validation Accuracy: 0.961, Loss: 0.017 Epoch 33 Batch 182/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.012 Epoch 33 Batch 183/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 33 Batch 184/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.013 Epoch 33 Batch 185/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.014 Epoch 33 Batch 186/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.011 Epoch 33 Batch 187/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.012 Epoch 33 Batch 188/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.014 Epoch 33 Batch 189/269 - Train Accuracy: 0.976, Validation Accuracy: 0.955, Loss: 0.013 Epoch 33 Batch 190/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.014 Epoch 33 Batch 191/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.013 Epoch 33 Batch 192/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 33 Batch 193/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.011 Epoch 33 Batch 194/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.015 Epoch 33 Batch 195/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.012 Epoch 33 Batch 196/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.015 Epoch 33 Batch 197/269 - Train Accuracy: 0.970, Validation Accuracy: 0.953, Loss: 0.013 Epoch 33 Batch 198/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.013 Epoch 33 Batch 199/269 - Train Accuracy: 0.969, Validation Accuracy: 0.952, Loss: 0.014 Epoch 33 Batch 200/269 - Train Accuracy: 0.975, Validation Accuracy: 0.951, Loss: 0.011 Epoch 33 Batch 201/269 - Train Accuracy: 0.973, Validation Accuracy: 0.950, Loss: 0.012 Epoch 33 Batch 202/269 - Train Accuracy: 0.964, Validation Accuracy: 0.948, Loss: 0.015 Epoch 33 Batch 203/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.015 Epoch 33 Batch 204/269 - Train Accuracy: 0.973, Validation Accuracy: 0.949, Loss: 0.013 Epoch 33 Batch 205/269 - Train Accuracy: 0.965, Validation Accuracy: 0.949, Loss: 0.013 Epoch 33 Batch 206/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.015 Epoch 33 Batch 207/269 - Train Accuracy: 0.960, Validation Accuracy: 0.947, Loss: 0.014 Epoch 33 Batch 208/269 - Train Accuracy: 0.964, Validation Accuracy: 0.948, Loss: 0.014 Epoch 33 Batch 209/269 - Train Accuracy: 0.964, Validation Accuracy: 0.949, Loss: 0.013 Epoch 33 Batch 210/269 - Train Accuracy: 0.970, Validation Accuracy: 0.949, Loss: 0.013 Epoch 33 Batch 211/269 - Train Accuracy: 0.967, Validation Accuracy: 0.950, Loss: 0.015 Epoch 33 Batch 212/269 - Train Accuracy: 0.956, Validation Accuracy: 0.952, Loss: 0.018 Epoch 33 Batch 213/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.012 Epoch 33 Batch 214/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.015 Epoch 33 Batch 215/269 - Train Accuracy: 0.954, Validation Accuracy: 0.960, Loss: 0.016 Epoch 33 Batch 216/269 - Train Accuracy: 0.953, Validation Accuracy: 0.958, Loss: 0.019 Epoch 33 Batch 217/269 - Train Accuracy: 0.951, Validation Accuracy: 0.955, Loss: 0.015 Epoch 33 Batch 218/269 - Train Accuracy: 0.970, Validation Accuracy: 0.953, Loss: 0.011 Epoch 33 Batch 219/269 - Train Accuracy: 0.965, Validation Accuracy: 0.951, Loss: 0.014 Epoch 33 Batch 220/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.015 Epoch 33 Batch 221/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.014 Epoch 33 Batch 222/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.013 Epoch 33 Batch 223/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.012 Epoch 33 Batch 224/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.018 Epoch 33 Batch 225/269 - Train Accuracy: 0.956, Validation Accuracy: 0.956, Loss: 0.015 Epoch 33 Batch 226/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.014 Epoch 33 Batch 227/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.015 Epoch 33 Batch 228/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.013 Epoch 33 Batch 229/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.015 Epoch 33 Batch 230/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.014 Epoch 33 Batch 231/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.014 Epoch 33 Batch 232/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.016 Epoch 33 Batch 233/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.013 Epoch 33 Batch 234/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.012 Epoch 33 Batch 235/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.009 Epoch 33 Batch 236/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.012 Epoch 33 Batch 237/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.012 Epoch 33 Batch 238/269 - Train Accuracy: 0.969, Validation Accuracy: 0.953, Loss: 0.015 Epoch 33 Batch 239/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.015 Epoch 33 Batch 240/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.014 Epoch 33 Batch 241/269 - Train Accuracy: 0.953, Validation Accuracy: 0.960, Loss: 0.014 Epoch 33 Batch 242/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.013 Epoch 33 Batch 243/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.010 Epoch 33 Batch 244/269 - Train Accuracy: 0.960, Validation Accuracy: 0.962, Loss: 0.015 Epoch 33 Batch 245/269 - Train Accuracy: 0.957, Validation Accuracy: 0.960, Loss: 0.014 Epoch 33 Batch 246/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.015 Epoch 33 Batch 247/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.015 Epoch 33 Batch 248/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.014 Epoch 33 Batch 249/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.014 Epoch 33 Batch 250/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.014 Epoch 33 Batch 251/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.012 Epoch 33 Batch 252/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.010 Epoch 33 Batch 253/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.016 Epoch 33 Batch 254/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.013 Epoch 33 Batch 255/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.014 Epoch 33 Batch 256/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.014 Epoch 33 Batch 257/269 - Train Accuracy: 0.953, Validation Accuracy: 0.951, Loss: 0.017 Epoch 33 Batch 258/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.013 Epoch 33 Batch 259/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.015 Epoch 33 Batch 260/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.014 Epoch 33 Batch 261/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.012 Epoch 33 Batch 262/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.016 Epoch 33 Batch 263/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.016 Epoch 33 Batch 264/269 - Train Accuracy: 0.957, Validation Accuracy: 0.957, Loss: 0.015 Epoch 33 Batch 265/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.013 Epoch 33 Batch 266/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.011 Epoch 33 Batch 267/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.013 Epoch 34 Batch 0/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.015 Epoch 34 Batch 1/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.015 Epoch 34 Batch 2/269 - Train Accuracy: 0.964, Validation Accuracy: 0.952, Loss: 0.016 Epoch 34 Batch 3/269 - Train Accuracy: 0.973, Validation Accuracy: 0.955, Loss: 0.014 Epoch 34 Batch 4/269 - Train Accuracy: 0.957, Validation Accuracy: 0.962, Loss: 0.017 Epoch 34 Batch 5/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 34 Batch 6/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.013 Epoch 34 Batch 7/269 - Train Accuracy: 0.958, Validation Accuracy: 0.961, Loss: 0.014 Epoch 34 Batch 8/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.016 Epoch 34 Batch 9/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.016 Epoch 34 Batch 10/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.011 Epoch 34 Batch 11/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.018 Epoch 34 Batch 12/269 - Train Accuracy: 0.960, Validation Accuracy: 0.961, Loss: 0.015 Epoch 34 Batch 13/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.013 Epoch 34 Batch 14/269 - Train Accuracy: 0.960, Validation Accuracy: 0.962, Loss: 0.011 Epoch 34 Batch 15/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.011 Epoch 34 Batch 16/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.017 Epoch 34 Batch 17/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.013 Epoch 34 Batch 18/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.013 Epoch 34 Batch 19/269 - Train Accuracy: 0.974, Validation Accuracy: 0.955, Loss: 0.010 Epoch 34 Batch 20/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.014 Epoch 34 Batch 21/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.016 Epoch 34 Batch 22/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.014 Epoch 34 Batch 23/269 - Train Accuracy: 0.959, Validation Accuracy: 0.960, Loss: 0.017 Epoch 34 Batch 24/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.014 Epoch 34 Batch 25/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.014 Epoch 34 Batch 26/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.013 Epoch 34 Batch 27/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.012 Epoch 34 Batch 28/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.017 Epoch 34 Batch 29/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.017 Epoch 34 Batch 30/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.017 Epoch 34 Batch 31/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.015 Epoch 34 Batch 32/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 34 Batch 33/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.015 Epoch 34 Batch 34/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.016 Epoch 34 Batch 35/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.023 Epoch 34 Batch 36/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.015 Epoch 34 Batch 37/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.016 Epoch 34 Batch 38/269 - Train Accuracy: 0.954, Validation Accuracy: 0.955, Loss: 0.018 Epoch 34 Batch 39/269 - Train Accuracy: 0.969, Validation Accuracy: 0.953, Loss: 0.012 Epoch 34 Batch 40/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.019 Epoch 34 Batch 41/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.017 Epoch 34 Batch 42/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.016 Epoch 34 Batch 43/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.018 Epoch 34 Batch 44/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.019 Epoch 34 Batch 45/269 - Train Accuracy: 0.948, Validation Accuracy: 0.958, Loss: 0.020 Epoch 34 Batch 46/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.015 Epoch 34 Batch 47/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.015 Epoch 34 Batch 48/269 - Train Accuracy: 0.955, Validation Accuracy: 0.957, Loss: 0.016 Epoch 34 Batch 49/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.018 Epoch 34 Batch 50/269 - Train Accuracy: 0.954, Validation Accuracy: 0.960, Loss: 0.022 Epoch 34 Batch 51/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.018 Epoch 34 Batch 52/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.017 Epoch 34 Batch 53/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.021 Epoch 34 Batch 54/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.015 Epoch 34 Batch 55/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.019 Epoch 34 Batch 56/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.024 Epoch 34 Batch 57/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.021 Epoch 34 Batch 58/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.018 Epoch 34 Batch 59/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.015 Epoch 34 Batch 60/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.017 Epoch 34 Batch 61/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.018 Epoch 34 Batch 62/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.017 Epoch 34 Batch 63/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.021 Epoch 34 Batch 64/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.016 Epoch 34 Batch 65/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.018 Epoch 34 Batch 66/269 - Train Accuracy: 0.958, Validation Accuracy: 0.951, Loss: 0.013 Epoch 34 Batch 67/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.023 Epoch 34 Batch 68/269 - Train Accuracy: 0.958, Validation Accuracy: 0.951, Loss: 0.019 Epoch 34 Batch 69/269 - Train Accuracy: 0.955, Validation Accuracy: 0.950, Loss: 0.017 Epoch 34 Batch 70/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.018 Epoch 34 Batch 71/269 - Train Accuracy: 0.970, Validation Accuracy: 0.953, Loss: 0.019 Epoch 34 Batch 72/269 - Train Accuracy: 0.960, Validation Accuracy: 0.949, Loss: 0.016 Epoch 34 Batch 73/269 - Train Accuracy: 0.955, Validation Accuracy: 0.948, Loss: 0.016 Epoch 34 Batch 74/269 - Train Accuracy: 0.961, Validation Accuracy: 0.946, Loss: 0.019 Epoch 34 Batch 75/269 - Train Accuracy: 0.951, Validation Accuracy: 0.948, Loss: 0.023 Epoch 34 Batch 76/269 - Train Accuracy: 0.965, Validation Accuracy: 0.949, Loss: 0.017 Epoch 34 Batch 77/269 - Train Accuracy: 0.963, Validation Accuracy: 0.948, Loss: 0.018 Epoch 34 Batch 78/269 - Train Accuracy: 0.965, Validation Accuracy: 0.949, Loss: 0.015 Epoch 34 Batch 79/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.017 Epoch 34 Batch 80/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.015 Epoch 34 Batch 81/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.018 Epoch 34 Batch 82/269 - Train Accuracy: 0.968, Validation Accuracy: 0.953, Loss: 0.015 Epoch 34 Batch 83/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.020 Epoch 34 Batch 84/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.014 Epoch 34 Batch 85/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.017 Epoch 34 Batch 86/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.015 Epoch 34 Batch 87/269 - Train Accuracy: 0.970, Validation Accuracy: 0.950, Loss: 0.017 Epoch 34 Batch 88/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.015 Epoch 34 Batch 89/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.015 Epoch 34 Batch 90/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.016 Epoch 34 Batch 91/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.014 Epoch 34 Batch 92/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.015 Epoch 34 Batch 93/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.014 Epoch 34 Batch 94/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.022 Epoch 34 Batch 95/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.013 Epoch 34 Batch 96/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.015 Epoch 34 Batch 97/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.014 Epoch 34 Batch 98/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.018 Epoch 34 Batch 99/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.015 Epoch 34 Batch 100/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.016 Epoch 34 Batch 101/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.017 Epoch 34 Batch 102/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.013 Epoch 34 Batch 103/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.018 Epoch 34 Batch 104/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.015 Epoch 34 Batch 105/269 - Train Accuracy: 0.958, Validation Accuracy: 0.949, Loss: 0.018 Epoch 34 Batch 106/269 - Train Accuracy: 0.965, Validation Accuracy: 0.949, Loss: 0.013 Epoch 34 Batch 107/269 - Train Accuracy: 0.964, Validation Accuracy: 0.949, Loss: 0.013 Epoch 34 Batch 108/269 - Train Accuracy: 0.967, Validation Accuracy: 0.952, Loss: 0.013 Epoch 34 Batch 109/269 - Train Accuracy: 0.951, Validation Accuracy: 0.949, Loss: 0.018 Epoch 34 Batch 110/269 - Train Accuracy: 0.968, Validation Accuracy: 0.953, Loss: 0.012 Epoch 34 Batch 111/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.015 Epoch 34 Batch 112/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.015 Epoch 34 Batch 113/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.015 Epoch 34 Batch 114/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.015 Epoch 34 Batch 115/269 - Train Accuracy: 0.960, Validation Accuracy: 0.948, Loss: 0.015 Epoch 34 Batch 116/269 - Train Accuracy: 0.966, Validation Accuracy: 0.949, Loss: 0.013 Epoch 34 Batch 117/269 - Train Accuracy: 0.968, Validation Accuracy: 0.952, Loss: 0.014 Epoch 34 Batch 118/269 - Train Accuracy: 0.969, Validation Accuracy: 0.948, Loss: 0.011 Epoch 34 Batch 119/269 - Train Accuracy: 0.956, Validation Accuracy: 0.947, Loss: 0.018 Epoch 34 Batch 120/269 - Train Accuracy: 0.966, Validation Accuracy: 0.951, Loss: 0.016 Epoch 34 Batch 121/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.014 Epoch 34 Batch 122/269 - Train Accuracy: 0.956, Validation Accuracy: 0.950, Loss: 0.016 Epoch 34 Batch 123/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.015 Epoch 34 Batch 124/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.014 Epoch 34 Batch 125/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.012 Epoch 34 Batch 126/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.015 Epoch 34 Batch 127/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.015 Epoch 34 Batch 128/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.015 Epoch 34 Batch 129/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.015 Epoch 34 Batch 130/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.016 Epoch 34 Batch 131/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.015 Epoch 34 Batch 132/269 - Train Accuracy: 0.952, Validation Accuracy: 0.957, Loss: 0.017 Epoch 34 Batch 133/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.012 Epoch 34 Batch 134/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.016 Epoch 34 Batch 135/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.013 Epoch 34 Batch 136/269 - Train Accuracy: 0.950, Validation Accuracy: 0.959, Loss: 0.019 Epoch 34 Batch 137/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.016 Epoch 34 Batch 138/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.016 Epoch 34 Batch 139/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.011 Epoch 34 Batch 140/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.015 Epoch 34 Batch 141/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.016 Epoch 34 Batch 142/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.016 Epoch 34 Batch 143/269 - Train Accuracy: 0.956, Validation Accuracy: 0.959, Loss: 0.013 Epoch 34 Batch 144/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.014 Epoch 34 Batch 145/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.015 Epoch 34 Batch 146/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.017 Epoch 34 Batch 147/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.015 Epoch 34 Batch 148/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.014 Epoch 34 Batch 149/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.018 Epoch 34 Batch 150/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.015 Epoch 34 Batch 151/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.015 Epoch 34 Batch 152/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.016 Epoch 34 Batch 153/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.013 Epoch 34 Batch 154/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.014 Epoch 34 Batch 155/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.016 Epoch 34 Batch 156/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.013 Epoch 34 Batch 157/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.014 Epoch 34 Batch 158/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.014 Epoch 34 Batch 159/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.013 Epoch 34 Batch 160/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.014 Epoch 34 Batch 161/269 - Train Accuracy: 0.969, Validation Accuracy: 0.952, Loss: 0.013 Epoch 34 Batch 162/269 - Train Accuracy: 0.967, Validation Accuracy: 0.951, Loss: 0.012 Epoch 34 Batch 163/269 - Train Accuracy: 0.973, Validation Accuracy: 0.950, Loss: 0.012 Epoch 34 Batch 164/269 - Train Accuracy: 0.966, Validation Accuracy: 0.950, Loss: 0.017 Epoch 34 Batch 165/269 - Train Accuracy: 0.972, Validation Accuracy: 0.951, Loss: 0.011 Epoch 34 Batch 166/269 - Train Accuracy: 0.969, Validation Accuracy: 0.951, Loss: 0.013 Epoch 34 Batch 167/269 - Train Accuracy: 0.964, Validation Accuracy: 0.951, Loss: 0.019 Epoch 34 Batch 168/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.015 Epoch 34 Batch 169/269 - Train Accuracy: 0.961, Validation Accuracy: 0.955, Loss: 0.012 Epoch 34 Batch 170/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.013 Epoch 34 Batch 171/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.016 Epoch 34 Batch 172/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.015 Epoch 34 Batch 173/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.017 Epoch 34 Batch 174/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.014 Epoch 34 Batch 175/269 - Train Accuracy: 0.957, Validation Accuracy: 0.962, Loss: 0.022 Epoch 34 Batch 176/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.016 Epoch 34 Batch 177/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.012 Epoch 34 Batch 178/269 - Train Accuracy: 0.965, Validation Accuracy: 0.952, Loss: 0.015 Epoch 34 Batch 179/269 - Train Accuracy: 0.968, Validation Accuracy: 0.952, Loss: 0.017 Epoch 34 Batch 180/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.015 Epoch 34 Batch 181/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.015 Epoch 34 Batch 182/269 - Train Accuracy: 0.971, Validation Accuracy: 0.953, Loss: 0.014 Epoch 34 Batch 183/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.011 Epoch 34 Batch 184/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.014 Epoch 34 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.949, Loss: 0.013 Epoch 34 Batch 186/269 - Train Accuracy: 0.964, Validation Accuracy: 0.946, Loss: 0.013 Epoch 34 Batch 187/269 - Train Accuracy: 0.969, Validation Accuracy: 0.949, Loss: 0.013 Epoch 34 Batch 188/269 - Train Accuracy: 0.967, Validation Accuracy: 0.952, Loss: 0.015 Epoch 34 Batch 189/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.013 Epoch 34 Batch 190/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.015 Epoch 34 Batch 191/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.013 Epoch 34 Batch 192/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.012 Epoch 34 Batch 193/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.013 Epoch 34 Batch 194/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.012 Epoch 34 Batch 195/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.013 Epoch 34 Batch 196/269 - Train Accuracy: 0.967, Validation Accuracy: 0.952, Loss: 0.014 Epoch 34 Batch 197/269 - Train Accuracy: 0.965, Validation Accuracy: 0.950, Loss: 0.013 Epoch 34 Batch 198/269 - Train Accuracy: 0.968, Validation Accuracy: 0.949, Loss: 0.012 Epoch 34 Batch 199/269 - Train Accuracy: 0.966, Validation Accuracy: 0.950, Loss: 0.014 Epoch 34 Batch 200/269 - Train Accuracy: 0.976, Validation Accuracy: 0.951, Loss: 0.014 Epoch 34 Batch 201/269 - Train Accuracy: 0.971, Validation Accuracy: 0.953, Loss: 0.013 Epoch 34 Batch 202/269 - Train Accuracy: 0.966, Validation Accuracy: 0.952, Loss: 0.017 Epoch 34 Batch 203/269 - Train Accuracy: 0.965, Validation Accuracy: 0.948, Loss: 0.018 Epoch 34 Batch 204/269 - Train Accuracy: 0.973, Validation Accuracy: 0.944, Loss: 0.011 Epoch 34 Batch 205/269 - Train Accuracy: 0.968, Validation Accuracy: 0.945, Loss: 0.014 Epoch 34 Batch 206/269 - Train Accuracy: 0.959, Validation Accuracy: 0.947, Loss: 0.016 Epoch 34 Batch 207/269 - Train Accuracy: 0.965, Validation Accuracy: 0.948, Loss: 0.015 Epoch 34 Batch 208/269 - Train Accuracy: 0.967, Validation Accuracy: 0.950, Loss: 0.017 Epoch 34 Batch 209/269 - Train Accuracy: 0.965, Validation Accuracy: 0.951, Loss: 0.015 Epoch 34 Batch 210/269 - Train Accuracy: 0.971, Validation Accuracy: 0.953, Loss: 0.013 Epoch 34 Batch 211/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.017 Epoch 34 Batch 212/269 - Train Accuracy: 0.956, Validation Accuracy: 0.954, Loss: 0.018 Epoch 34 Batch 213/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.014 Epoch 34 Batch 214/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.014 Epoch 34 Batch 215/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.014 Epoch 34 Batch 216/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.017 Epoch 34 Batch 217/269 - Train Accuracy: 0.950, Validation Accuracy: 0.951, Loss: 0.017 Epoch 34 Batch 218/269 - Train Accuracy: 0.973, Validation Accuracy: 0.953, Loss: 0.012 Epoch 34 Batch 219/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.015 Epoch 34 Batch 220/269 - Train Accuracy: 0.956, Validation Accuracy: 0.954, Loss: 0.014 Epoch 34 Batch 221/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.014 Epoch 34 Batch 222/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.015 Epoch 34 Batch 223/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.013 Epoch 34 Batch 224/269 - Train Accuracy: 0.957, Validation Accuracy: 0.957, Loss: 0.019 Epoch 34 Batch 225/269 - Train Accuracy: 0.952, Validation Accuracy: 0.958, Loss: 0.015 Epoch 34 Batch 226/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.017 Epoch 34 Batch 227/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.017 Epoch 34 Batch 228/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.013 Epoch 34 Batch 229/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.015 Epoch 34 Batch 230/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.013 Epoch 34 Batch 231/269 - Train Accuracy: 0.960, Validation Accuracy: 0.962, Loss: 0.016 Epoch 34 Batch 232/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.014 Epoch 34 Batch 233/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.013 Epoch 34 Batch 234/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.013 Epoch 34 Batch 235/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.011 Epoch 34 Batch 236/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.013 Epoch 34 Batch 237/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.012 Epoch 34 Batch 238/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.013 Epoch 34 Batch 239/269 - Train Accuracy: 0.968, Validation Accuracy: 0.951, Loss: 0.014 Epoch 34 Batch 240/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.016 Epoch 34 Batch 241/269 - Train Accuracy: 0.952, Validation Accuracy: 0.956, Loss: 0.018 Epoch 34 Batch 242/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.015 Epoch 34 Batch 243/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.012 Epoch 34 Batch 244/269 - Train Accuracy: 0.957, Validation Accuracy: 0.959, Loss: 0.014 Epoch 34 Batch 245/269 - Train Accuracy: 0.957, Validation Accuracy: 0.958, Loss: 0.014 Epoch 34 Batch 246/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.016 Epoch 34 Batch 247/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.014 Epoch 34 Batch 248/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.012 Epoch 34 Batch 249/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.013 Epoch 34 Batch 250/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.015 Epoch 34 Batch 251/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.014 Epoch 34 Batch 252/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.009 Epoch 34 Batch 253/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.015 Epoch 34 Batch 254/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.018 Epoch 34 Batch 255/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.013 Epoch 34 Batch 256/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.014 Epoch 34 Batch 257/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.017 Epoch 34 Batch 258/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.014 Epoch 34 Batch 259/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.014 Epoch 34 Batch 260/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.014 Epoch 34 Batch 261/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.011 Epoch 34 Batch 262/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.015 Epoch 34 Batch 263/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.015 Epoch 34 Batch 264/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.015 Epoch 34 Batch 265/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.015 Epoch 34 Batch 266/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.011 Epoch 34 Batch 267/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.015 Epoch 35 Batch 0/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.012 Epoch 35 Batch 1/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.014 Epoch 35 Batch 2/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.015 Epoch 35 Batch 3/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.015 Epoch 35 Batch 4/269 - Train Accuracy: 0.959, Validation Accuracy: 0.962, Loss: 0.016 Epoch 35 Batch 5/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.014 Epoch 35 Batch 6/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.013 Epoch 35 Batch 7/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.017 Epoch 35 Batch 8/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.017 Epoch 35 Batch 9/269 - Train Accuracy: 0.960, Validation Accuracy: 0.963, Loss: 0.014 Epoch 35 Batch 10/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.013 Epoch 35 Batch 11/269 - Train Accuracy: 0.961, Validation Accuracy: 0.964, Loss: 0.018 Epoch 35 Batch 12/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.018 Epoch 35 Batch 13/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 35 Batch 14/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.012 Epoch 35 Batch 15/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.012 Epoch 35 Batch 16/269 - Train Accuracy: 0.958, Validation Accuracy: 0.962, Loss: 0.019 Epoch 35 Batch 17/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.011 Epoch 35 Batch 18/269 - Train Accuracy: 0.958, Validation Accuracy: 0.959, Loss: 0.014 Epoch 35 Batch 19/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 35 Batch 20/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.015 Epoch 35 Batch 21/269 - Train Accuracy: 0.956, Validation Accuracy: 0.958, Loss: 0.017 Epoch 35 Batch 22/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.015 Epoch 35 Batch 23/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.021 Epoch 35 Batch 24/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.014 Epoch 35 Batch 25/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.016 Epoch 35 Batch 26/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.013 Epoch 35 Batch 27/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.016 Epoch 35 Batch 28/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.014 Epoch 35 Batch 29/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.017 Epoch 35 Batch 30/269 - Train Accuracy: 0.953, Validation Accuracy: 0.957, Loss: 0.017 Epoch 35 Batch 31/269 - Train Accuracy: 0.964, Validation Accuracy: 0.951, Loss: 0.016 Epoch 35 Batch 32/269 - Train Accuracy: 0.973, Validation Accuracy: 0.955, Loss: 0.011 Epoch 35 Batch 33/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.014 Epoch 35 Batch 34/269 - Train Accuracy: 0.960, Validation Accuracy: 0.961, Loss: 0.014 Epoch 35 Batch 35/269 - Train Accuracy: 0.960, Validation Accuracy: 0.966, Loss: 0.019 Epoch 35 Batch 36/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.014 Epoch 35 Batch 37/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.014 Epoch 35 Batch 38/269 - Train Accuracy: 0.957, Validation Accuracy: 0.960, Loss: 0.012 Epoch 35 Batch 39/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.012 Epoch 35 Batch 40/269 - Train Accuracy: 0.955, Validation Accuracy: 0.956, Loss: 0.014 Epoch 35 Batch 41/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.015 Epoch 35 Batch 42/269 - Train Accuracy: 0.970, Validation Accuracy: 0.952, Loss: 0.013 Epoch 35 Batch 43/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.015 Epoch 35 Batch 44/269 - Train Accuracy: 0.958, Validation Accuracy: 0.955, Loss: 0.016 Epoch 35 Batch 45/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.014 Epoch 35 Batch 46/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.010 Epoch 35 Batch 47/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.012 Epoch 35 Batch 48/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 35 Batch 49/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.014 Epoch 35 Batch 50/269 - Train Accuracy: 0.958, Validation Accuracy: 0.963, Loss: 0.017 Epoch 35 Batch 51/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.012 Epoch 35 Batch 52/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.013 Epoch 35 Batch 53/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.014 Epoch 35 Batch 54/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.015 Epoch 35 Batch 55/269 - Train Accuracy: 0.956, Validation Accuracy: 0.956, Loss: 0.017 Epoch 35 Batch 56/269 - Train Accuracy: 0.958, Validation Accuracy: 0.960, Loss: 0.018 Epoch 35 Batch 57/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.015 Epoch 35 Batch 58/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.016 Epoch 35 Batch 59/269 - Train Accuracy: 0.971, Validation Accuracy: 0.953, Loss: 0.012 Epoch 35 Batch 60/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.015 Epoch 35 Batch 61/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.016 Epoch 35 Batch 62/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.015 Epoch 35 Batch 63/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.017 Epoch 35 Batch 64/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.011 Epoch 35 Batch 65/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.015 Epoch 35 Batch 66/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.014 Epoch 35 Batch 67/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.017 Epoch 35 Batch 68/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.018 Epoch 35 Batch 69/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.015 Epoch 35 Batch 70/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.015 Epoch 35 Batch 71/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.017 Epoch 35 Batch 72/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.016 Epoch 35 Batch 73/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.014 Epoch 35 Batch 74/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.012 Epoch 35 Batch 75/269 - Train Accuracy: 0.955, Validation Accuracy: 0.959, Loss: 0.017 Epoch 35 Batch 76/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.015 Epoch 35 Batch 77/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.014 Epoch 35 Batch 78/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.015 Epoch 35 Batch 79/269 - Train Accuracy: 0.956, Validation Accuracy: 0.959, Loss: 0.018 Epoch 35 Batch 80/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 35 Batch 81/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.014 Epoch 35 Batch 82/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.013 Epoch 35 Batch 83/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.016 Epoch 35 Batch 84/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.015 Epoch 35 Batch 85/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.014 Epoch 35 Batch 86/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.012 Epoch 35 Batch 87/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.020 Epoch 35 Batch 88/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.015 Epoch 35 Batch 89/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.014 Epoch 35 Batch 90/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.015 Epoch 35 Batch 91/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 35 Batch 92/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.013 Epoch 35 Batch 93/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.014 Epoch 35 Batch 94/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.018 Epoch 35 Batch 95/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.013 Epoch 35 Batch 96/269 - Train Accuracy: 0.960, Validation Accuracy: 0.963, Loss: 0.016 Epoch 35 Batch 97/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.016 Epoch 35 Batch 98/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.018 Epoch 35 Batch 99/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.015 Epoch 35 Batch 100/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.017 Epoch 35 Batch 101/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.018 Epoch 35 Batch 102/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.014 Epoch 35 Batch 103/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.016 Epoch 35 Batch 104/269 - Train Accuracy: 0.958, Validation Accuracy: 0.964, Loss: 0.015 Epoch 35 Batch 105/269 - Train Accuracy: 0.958, Validation Accuracy: 0.963, Loss: 0.015 Epoch 35 Batch 106/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 35 Batch 107/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.014 Epoch 35 Batch 108/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.013 Epoch 35 Batch 109/269 - Train Accuracy: 0.958, Validation Accuracy: 0.961, Loss: 0.016 Epoch 35 Batch 110/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.013 Epoch 35 Batch 111/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.015 Epoch 35 Batch 112/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.014 Epoch 35 Batch 113/269 - Train Accuracy: 0.951, Validation Accuracy: 0.953, Loss: 0.015 Epoch 35 Batch 114/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.014 Epoch 35 Batch 115/269 - Train Accuracy: 0.967, Validation Accuracy: 0.950, Loss: 0.015 Epoch 35 Batch 116/269 - Train Accuracy: 0.965, Validation Accuracy: 0.951, Loss: 0.013 Epoch 35 Batch 117/269 - Train Accuracy: 0.972, Validation Accuracy: 0.953, Loss: 0.013 Epoch 35 Batch 118/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.013 Epoch 35 Batch 119/269 - Train Accuracy: 0.951, Validation Accuracy: 0.955, Loss: 0.018 Epoch 35 Batch 120/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.014 Epoch 35 Batch 121/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.017 Epoch 35 Batch 122/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.015 Epoch 35 Batch 123/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.014 Epoch 35 Batch 124/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.014 Epoch 35 Batch 125/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.012 Epoch 35 Batch 126/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.013 Epoch 35 Batch 127/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.014 Epoch 35 Batch 128/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.015 Epoch 35 Batch 129/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.014 Epoch 35 Batch 130/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.016 Epoch 35 Batch 131/269 - Train Accuracy: 0.958, Validation Accuracy: 0.959, Loss: 0.018 Epoch 35 Batch 132/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.017 Epoch 35 Batch 133/269 - Train Accuracy: 0.957, Validation Accuracy: 0.964, Loss: 0.014 Epoch 35 Batch 134/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.014 Epoch 35 Batch 135/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.014 Epoch 35 Batch 136/269 - Train Accuracy: 0.954, Validation Accuracy: 0.961, Loss: 0.014 Epoch 35 Batch 137/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.014 Epoch 35 Batch 138/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.013 Epoch 35 Batch 139/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.012 Epoch 35 Batch 140/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.012 Epoch 35 Batch 141/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.014 Epoch 35 Batch 142/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 35 Batch 143/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.015 Epoch 35 Batch 144/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.014 Epoch 35 Batch 145/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.011 Epoch 35 Batch 146/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.014 Epoch 35 Batch 147/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.018 Epoch 35 Batch 148/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.015 Epoch 35 Batch 149/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.017 Epoch 35 Batch 150/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.015 Epoch 35 Batch 151/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.017 Epoch 35 Batch 152/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.012 Epoch 35 Batch 153/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.013 Epoch 35 Batch 154/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.017 Epoch 35 Batch 155/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.016 Epoch 35 Batch 156/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.014 Epoch 35 Batch 157/269 - Train Accuracy: 0.957, Validation Accuracy: 0.961, Loss: 0.016 Epoch 35 Batch 158/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.013 Epoch 35 Batch 159/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.016 Epoch 35 Batch 160/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 35 Batch 161/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.012 Epoch 35 Batch 162/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.013 Epoch 35 Batch 163/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.012 Epoch 35 Batch 164/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.013 Epoch 35 Batch 165/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.011 Epoch 35 Batch 166/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.014 Epoch 35 Batch 167/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.014 Epoch 35 Batch 168/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.015 Epoch 35 Batch 169/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.012 Epoch 35 Batch 170/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.016 Epoch 35 Batch 171/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.014 Epoch 35 Batch 172/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.014 Epoch 35 Batch 173/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.012 Epoch 35 Batch 174/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.012 Epoch 35 Batch 175/269 - Train Accuracy: 0.959, Validation Accuracy: 0.965, Loss: 0.020 Epoch 35 Batch 176/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.012 Epoch 35 Batch 177/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 35 Batch 178/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.013 Epoch 35 Batch 179/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.014 Epoch 35 Batch 180/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.013 Epoch 35 Batch 181/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.016 Epoch 35 Batch 182/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.013 Epoch 35 Batch 183/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.011 Epoch 35 Batch 184/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.014 Epoch 35 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.013 Epoch 35 Batch 186/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.010 Epoch 35 Batch 187/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.012 Epoch 35 Batch 188/269 - Train Accuracy: 0.973, Validation Accuracy: 0.952, Loss: 0.016 Epoch 35 Batch 189/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.012 Epoch 35 Batch 190/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.015 Epoch 35 Batch 191/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.013 Epoch 35 Batch 192/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.013 Epoch 35 Batch 193/269 - Train Accuracy: 0.965, Validation Accuracy: 0.952, Loss: 0.012 Epoch 35 Batch 194/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.012 Epoch 35 Batch 195/269 - Train Accuracy: 0.968, Validation Accuracy: 0.953, Loss: 0.011 Epoch 35 Batch 196/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.015 Epoch 35 Batch 197/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.012 Epoch 35 Batch 198/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.013 Epoch 35 Batch 199/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.015 Epoch 35 Batch 200/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.012 Epoch 35 Batch 201/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.013 Epoch 35 Batch 202/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.015 Epoch 35 Batch 203/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.015 Epoch 35 Batch 204/269 - Train Accuracy: 0.968, Validation Accuracy: 0.953, Loss: 0.014 Epoch 35 Batch 205/269 - Train Accuracy: 0.971, Validation Accuracy: 0.949, Loss: 0.013 Epoch 35 Batch 206/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.017 Epoch 35 Batch 207/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.014 Epoch 35 Batch 208/269 - Train Accuracy: 0.964, Validation Accuracy: 0.952, Loss: 0.017 Epoch 35 Batch 209/269 - Train Accuracy: 0.957, Validation Accuracy: 0.947, Loss: 0.017 Epoch 35 Batch 210/269 - Train Accuracy: 0.969, Validation Accuracy: 0.950, Loss: 0.014 Epoch 35 Batch 211/269 - Train Accuracy: 0.968, Validation Accuracy: 0.951, Loss: 0.017 Epoch 35 Batch 212/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.021 Epoch 35 Batch 213/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.015 Epoch 35 Batch 214/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.016 Epoch 35 Batch 215/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.015 Epoch 35 Batch 216/269 - Train Accuracy: 0.959, Validation Accuracy: 0.964, Loss: 0.019 Epoch 35 Batch 217/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.017 Epoch 35 Batch 218/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.012 Epoch 35 Batch 219/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.013 Epoch 35 Batch 220/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.013 Epoch 35 Batch 221/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.019 Epoch 35 Batch 222/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.014 Epoch 35 Batch 223/269 - Train Accuracy: 0.970, Validation Accuracy: 0.953, Loss: 0.011 Epoch 35 Batch 224/269 - Train Accuracy: 0.954, Validation Accuracy: 0.952, Loss: 0.019 Epoch 35 Batch 225/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.013 Epoch 35 Batch 226/269 - Train Accuracy: 0.970, Validation Accuracy: 0.952, Loss: 0.017 Epoch 35 Batch 227/269 - Train Accuracy: 0.969, Validation Accuracy: 0.950, Loss: 0.018 Epoch 35 Batch 228/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.014 Epoch 35 Batch 229/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.016 Epoch 35 Batch 230/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.017 Epoch 35 Batch 231/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.017 Epoch 35 Batch 232/269 - Train Accuracy: 0.958, Validation Accuracy: 0.952, Loss: 0.017 Epoch 35 Batch 233/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.015 Epoch 35 Batch 234/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.013 Epoch 35 Batch 235/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.011 Epoch 35 Batch 236/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.015 Epoch 35 Batch 237/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.016 Epoch 35 Batch 238/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.015 Epoch 35 Batch 239/269 - Train Accuracy: 0.970, Validation Accuracy: 0.953, Loss: 0.016 Epoch 35 Batch 240/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.016 Epoch 35 Batch 241/269 - Train Accuracy: 0.953, Validation Accuracy: 0.953, Loss: 0.019 Epoch 35 Batch 242/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.015 Epoch 35 Batch 243/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.014 Epoch 35 Batch 244/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.014 Epoch 35 Batch 245/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.016 Epoch 35 Batch 246/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.017 Epoch 35 Batch 247/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.014 Epoch 35 Batch 248/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.014 Epoch 35 Batch 249/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.019 Epoch 35 Batch 250/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.019 Epoch 35 Batch 251/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.015 Epoch 35 Batch 252/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.013 Epoch 35 Batch 253/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.015 Epoch 35 Batch 254/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.015 Epoch 35 Batch 255/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.013 Epoch 35 Batch 256/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.014 Epoch 35 Batch 257/269 - Train Accuracy: 0.957, Validation Accuracy: 0.960, Loss: 0.018 Epoch 35 Batch 258/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.015 Epoch 35 Batch 259/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.015 Epoch 35 Batch 260/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.016 Epoch 35 Batch 261/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.015 Epoch 35 Batch 262/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.015 Epoch 35 Batch 263/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.017 Epoch 35 Batch 264/269 - Train Accuracy: 0.955, Validation Accuracy: 0.965, Loss: 0.017 Epoch 35 Batch 265/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.016 Epoch 35 Batch 266/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.014 Epoch 35 Batch 267/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.015 Epoch 36 Batch 0/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.016 Epoch 36 Batch 1/269 - Train Accuracy: 0.961, Validation Accuracy: 0.964, Loss: 0.016 Epoch 36 Batch 2/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.014 Epoch 36 Batch 3/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 36 Batch 4/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.015 Epoch 36 Batch 5/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.015 Epoch 36 Batch 6/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.013 Epoch 36 Batch 7/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.014 Epoch 36 Batch 8/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.014 Epoch 36 Batch 9/269 - Train Accuracy: 0.957, Validation Accuracy: 0.961, Loss: 0.016 Epoch 36 Batch 10/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.015 Epoch 36 Batch 11/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.017 Epoch 36 Batch 12/269 - Train Accuracy: 0.958, Validation Accuracy: 0.960, Loss: 0.018 Epoch 36 Batch 13/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.014 Epoch 36 Batch 14/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.014 Epoch 36 Batch 15/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.011 Epoch 36 Batch 16/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.017 Epoch 36 Batch 17/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.011 Epoch 36 Batch 18/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.014 Epoch 36 Batch 19/269 - Train Accuracy: 0.974, Validation Accuracy: 0.954, Loss: 0.011 Epoch 36 Batch 20/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.013 Epoch 36 Batch 21/269 - Train Accuracy: 0.960, Validation Accuracy: 0.955, Loss: 0.015 Epoch 36 Batch 22/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.015 Epoch 36 Batch 23/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.016 Epoch 36 Batch 24/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.014 Epoch 36 Batch 25/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.015 Epoch 36 Batch 26/269 - Train Accuracy: 0.959, Validation Accuracy: 0.960, Loss: 0.013 Epoch 36 Batch 27/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.013 Epoch 36 Batch 28/269 - Train Accuracy: 0.959, Validation Accuracy: 0.960, Loss: 0.015 Epoch 36 Batch 29/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.012 Epoch 36 Batch 30/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.015 Epoch 36 Batch 31/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.012 Epoch 36 Batch 32/269 - Train Accuracy: 0.975, Validation Accuracy: 0.955, Loss: 0.008 Epoch 36 Batch 33/269 - Train Accuracy: 0.976, Validation Accuracy: 0.955, Loss: 0.011 Epoch 36 Batch 34/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.014 Epoch 36 Batch 35/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.018 Epoch 36 Batch 36/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.014 Epoch 36 Batch 37/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.014 Epoch 36 Batch 38/269 - Train Accuracy: 0.958, Validation Accuracy: 0.961, Loss: 0.013 Epoch 36 Batch 39/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.011 Epoch 36 Batch 40/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.015 Epoch 36 Batch 41/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.014 Epoch 36 Batch 42/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.013 Epoch 36 Batch 43/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.015 Epoch 36 Batch 44/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.015 Epoch 36 Batch 45/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.014 Epoch 36 Batch 46/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 36 Batch 47/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.009 Epoch 36 Batch 48/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.013 Epoch 36 Batch 49/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.013 Epoch 36 Batch 50/269 - Train Accuracy: 0.956, Validation Accuracy: 0.961, Loss: 0.016 Epoch 36 Batch 51/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.014 Epoch 36 Batch 52/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 36 Batch 53/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.013 Epoch 36 Batch 54/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.014 Epoch 36 Batch 55/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.017 Epoch 36 Batch 56/269 - Train Accuracy: 0.952, Validation Accuracy: 0.962, Loss: 0.016 Epoch 36 Batch 57/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.017 Epoch 36 Batch 58/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.014 Epoch 36 Batch 59/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.010 Epoch 36 Batch 60/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.016 Epoch 36 Batch 61/269 - Train Accuracy: 0.960, Validation Accuracy: 0.963, Loss: 0.013 Epoch 36 Batch 62/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.015 Epoch 36 Batch 63/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.017 Epoch 36 Batch 64/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.011 Epoch 36 Batch 65/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.016 Epoch 36 Batch 66/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.013 Epoch 36 Batch 67/269 - Train Accuracy: 0.957, Validation Accuracy: 0.951, Loss: 0.015 Epoch 36 Batch 68/269 - Train Accuracy: 0.957, Validation Accuracy: 0.951, Loss: 0.016 Epoch 36 Batch 69/269 - Train Accuracy: 0.955, Validation Accuracy: 0.951, Loss: 0.016 Epoch 36 Batch 70/269 - Train Accuracy: 0.968, Validation Accuracy: 0.952, Loss: 0.015 Epoch 36 Batch 71/269 - Train Accuracy: 0.969, Validation Accuracy: 0.953, Loss: 0.017 Epoch 36 Batch 72/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.013 Epoch 36 Batch 73/269 - Train Accuracy: 0.957, Validation Accuracy: 0.961, Loss: 0.014 Epoch 36 Batch 74/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.012 Epoch 36 Batch 75/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.018 Epoch 36 Batch 76/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.018 Epoch 36 Batch 77/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.014 Epoch 36 Batch 78/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.018 Epoch 36 Batch 79/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.016 Epoch 36 Batch 80/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.013 Epoch 36 Batch 81/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.015 Epoch 36 Batch 82/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.010 Epoch 36 Batch 83/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.017 Epoch 36 Batch 84/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.012 Epoch 36 Batch 85/269 - Train Accuracy: 0.960, Validation Accuracy: 0.950, Loss: 0.017 Epoch 36 Batch 86/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.013 Epoch 36 Batch 87/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.013 Epoch 36 Batch 88/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.015 Epoch 36 Batch 89/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.017 Epoch 36 Batch 90/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.014 Epoch 36 Batch 91/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.014 Epoch 36 Batch 92/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.014 Epoch 36 Batch 93/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.013 Epoch 36 Batch 94/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.017 Epoch 36 Batch 95/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.014 Epoch 36 Batch 96/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.016 Epoch 36 Batch 97/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.014 Epoch 36 Batch 98/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.017 Epoch 36 Batch 99/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.017 Epoch 36 Batch 100/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.016 Epoch 36 Batch 101/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.018 Epoch 36 Batch 102/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.012 Epoch 36 Batch 103/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.015 Epoch 36 Batch 104/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.016 Epoch 36 Batch 105/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.013 Epoch 36 Batch 106/269 - Train Accuracy: 0.963, Validation Accuracy: 0.950, Loss: 0.015 Epoch 36 Batch 107/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.013 Epoch 36 Batch 108/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.011 Epoch 36 Batch 109/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.014 Epoch 36 Batch 110/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.012 Epoch 36 Batch 111/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.013 Epoch 36 Batch 112/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.015 Epoch 36 Batch 113/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.014 Epoch 36 Batch 114/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.011 Epoch 36 Batch 115/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.016 Epoch 36 Batch 116/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.012 Epoch 36 Batch 117/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.013 Epoch 36 Batch 118/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.013 Epoch 36 Batch 119/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.017 Epoch 36 Batch 120/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.014 Epoch 36 Batch 121/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.013 Epoch 36 Batch 122/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.014 Epoch 36 Batch 123/269 - Train Accuracy: 0.958, Validation Accuracy: 0.961, Loss: 0.014 Epoch 36 Batch 124/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.012 Epoch 36 Batch 125/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 36 Batch 126/269 - Train Accuracy: 0.957, Validation Accuracy: 0.963, Loss: 0.014 Epoch 36 Batch 127/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.017 Epoch 36 Batch 128/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.015 Epoch 36 Batch 129/269 - Train Accuracy: 0.960, Validation Accuracy: 0.964, Loss: 0.017 Epoch 36 Batch 130/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.015 Epoch 36 Batch 131/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.015 Epoch 36 Batch 132/269 - Train Accuracy: 0.951, Validation Accuracy: 0.962, Loss: 0.019 Epoch 36 Batch 133/269 - Train Accuracy: 0.960, Validation Accuracy: 0.961, Loss: 0.015 Epoch 36 Batch 134/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.014 Epoch 36 Batch 135/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 36 Batch 136/269 - Train Accuracy: 0.958, Validation Accuracy: 0.961, Loss: 0.014 Epoch 36 Batch 137/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.014 Epoch 36 Batch 138/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.015 Epoch 36 Batch 139/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 36 Batch 140/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.014 Epoch 36 Batch 141/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.017 Epoch 36 Batch 142/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.015 Epoch 36 Batch 143/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.014 Epoch 36 Batch 144/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.012 Epoch 36 Batch 145/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 36 Batch 146/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.018 Epoch 36 Batch 147/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.018 Epoch 36 Batch 148/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.015 Epoch 36 Batch 149/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.018 Epoch 36 Batch 150/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.015 Epoch 36 Batch 151/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.016 Epoch 36 Batch 152/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.013 Epoch 36 Batch 153/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.012 Epoch 36 Batch 154/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.015 Epoch 36 Batch 155/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.015 Epoch 36 Batch 156/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.013 Epoch 36 Batch 157/269 - Train Accuracy: 0.957, Validation Accuracy: 0.957, Loss: 0.014 Epoch 36 Batch 158/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.015 Epoch 36 Batch 159/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.016 Epoch 36 Batch 160/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.014 Epoch 36 Batch 161/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.015 Epoch 36 Batch 162/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.014 Epoch 36 Batch 163/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.014 Epoch 36 Batch 164/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.016 Epoch 36 Batch 165/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.015 Epoch 36 Batch 166/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.016 Epoch 36 Batch 167/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.016 Epoch 36 Batch 168/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.017 Epoch 36 Batch 169/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.012 Epoch 36 Batch 170/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.016 Epoch 36 Batch 171/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.017 Epoch 36 Batch 172/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.015 Epoch 36 Batch 173/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.014 Epoch 36 Batch 174/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.015 Epoch 36 Batch 175/269 - Train Accuracy: 0.954, Validation Accuracy: 0.960, Loss: 0.023 Epoch 36 Batch 176/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.015 Epoch 36 Batch 177/269 - Train Accuracy: 0.973, Validation Accuracy: 0.957, Loss: 0.011 Epoch 36 Batch 178/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.015 Epoch 36 Batch 179/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.011 Epoch 36 Batch 180/269 - Train Accuracy: 0.968, Validation Accuracy: 0.950, Loss: 0.016 Epoch 36 Batch 181/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.018 Epoch 36 Batch 182/269 - Train Accuracy: 0.970, Validation Accuracy: 0.952, Loss: 0.018 Epoch 36 Batch 183/269 - Train Accuracy: 0.971, Validation Accuracy: 0.954, Loss: 0.010 Epoch 36 Batch 184/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.016 Epoch 36 Batch 185/269 - Train Accuracy: 0.968, Validation Accuracy: 0.953, Loss: 0.015 Epoch 36 Batch 186/269 - Train Accuracy: 0.965, Validation Accuracy: 0.952, Loss: 0.011 Epoch 36 Batch 187/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.014 Epoch 36 Batch 188/269 - Train Accuracy: 0.968, Validation Accuracy: 0.951, Loss: 0.016 Epoch 36 Batch 189/269 - Train Accuracy: 0.968, Validation Accuracy: 0.948, Loss: 0.015 Epoch 36 Batch 190/269 - Train Accuracy: 0.964, Validation Accuracy: 0.948, Loss: 0.016 Epoch 36 Batch 191/269 - Train Accuracy: 0.972, Validation Accuracy: 0.949, Loss: 0.014 Epoch 36 Batch 192/269 - Train Accuracy: 0.971, Validation Accuracy: 0.952, Loss: 0.015 Epoch 36 Batch 193/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.012 Epoch 36 Batch 194/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.015 Epoch 36 Batch 195/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.013 Epoch 36 Batch 196/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.019 Epoch 36 Batch 197/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.016 Epoch 36 Batch 198/269 - Train Accuracy: 0.969, Validation Accuracy: 0.949, Loss: 0.015 Epoch 36 Batch 199/269 - Train Accuracy: 0.971, Validation Accuracy: 0.953, Loss: 0.014 Epoch 36 Batch 200/269 - Train Accuracy: 0.975, Validation Accuracy: 0.954, Loss: 0.016 Epoch 36 Batch 201/269 - Train Accuracy: 0.968, Validation Accuracy: 0.952, Loss: 0.014 Epoch 36 Batch 202/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.017 Epoch 36 Batch 203/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.020 Epoch 36 Batch 204/269 - Train Accuracy: 0.972, Validation Accuracy: 0.954, Loss: 0.014 Epoch 36 Batch 205/269 - Train Accuracy: 0.968, Validation Accuracy: 0.953, Loss: 0.015 Epoch 36 Batch 206/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.018 Epoch 36 Batch 207/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.018 Epoch 36 Batch 208/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.015 Epoch 36 Batch 209/269 - Train Accuracy: 0.964, Validation Accuracy: 0.952, Loss: 0.014 Epoch 36 Batch 210/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.018 Epoch 36 Batch 211/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.017 Epoch 36 Batch 212/269 - Train Accuracy: 0.958, Validation Accuracy: 0.951, Loss: 0.019 Epoch 36 Batch 213/269 - Train Accuracy: 0.968, Validation Accuracy: 0.949, Loss: 0.017 Epoch 36 Batch 214/269 - Train Accuracy: 0.961, Validation Accuracy: 0.951, Loss: 0.017 Epoch 36 Batch 215/269 - Train Accuracy: 0.969, Validation Accuracy: 0.953, Loss: 0.015 Epoch 36 Batch 216/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.020 Epoch 36 Batch 217/269 - Train Accuracy: 0.954, Validation Accuracy: 0.953, Loss: 0.017 Epoch 36 Batch 218/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.015 Epoch 36 Batch 219/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.016 Epoch 36 Batch 220/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.017 Epoch 36 Batch 221/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.018 Epoch 36 Batch 222/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.015 Epoch 36 Batch 223/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.011 Epoch 36 Batch 224/269 - Train Accuracy: 0.959, Validation Accuracy: 0.960, Loss: 0.020 Epoch 36 Batch 225/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.013 Epoch 36 Batch 226/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.017 Epoch 36 Batch 227/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.017 Epoch 36 Batch 228/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.015 Epoch 36 Batch 229/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.016 Epoch 36 Batch 230/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.014 Epoch 36 Batch 231/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.014 Epoch 36 Batch 232/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.015 Epoch 36 Batch 233/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.014 Epoch 36 Batch 234/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.014 Epoch 36 Batch 235/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 36 Batch 236/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.013 Epoch 36 Batch 237/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.015 Epoch 36 Batch 238/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.012 Epoch 36 Batch 239/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.013 Epoch 36 Batch 240/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.014 Epoch 36 Batch 241/269 - Train Accuracy: 0.949, Validation Accuracy: 0.962, Loss: 0.018 Epoch 36 Batch 242/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.015 Epoch 36 Batch 243/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.011 Epoch 36 Batch 244/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.013 Epoch 36 Batch 245/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.014 Epoch 36 Batch 246/269 - Train Accuracy: 0.954, Validation Accuracy: 0.957, Loss: 0.016 Epoch 36 Batch 247/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.014 Epoch 36 Batch 248/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.012 Epoch 36 Batch 249/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.016 Epoch 36 Batch 250/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.015 Epoch 36 Batch 251/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.013 Epoch 36 Batch 252/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.012 Epoch 36 Batch 253/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.014 Epoch 36 Batch 254/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.014 Epoch 36 Batch 255/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.015 Epoch 36 Batch 256/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.013 Epoch 36 Batch 257/269 - Train Accuracy: 0.952, Validation Accuracy: 0.964, Loss: 0.020 Epoch 36 Batch 258/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 36 Batch 259/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.014 Epoch 36 Batch 260/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.015 Epoch 36 Batch 261/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.014 Epoch 36 Batch 262/269 - Train Accuracy: 0.959, Validation Accuracy: 0.963, Loss: 0.017 Epoch 36 Batch 263/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.016 Epoch 36 Batch 264/269 - Train Accuracy: 0.961, Validation Accuracy: 0.964, Loss: 0.016 Epoch 36 Batch 265/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.015 Epoch 36 Batch 266/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.011 Epoch 36 Batch 267/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.014 Epoch 37 Batch 0/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.014 Epoch 37 Batch 1/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.013 Epoch 37 Batch 2/269 - Train Accuracy: 0.957, Validation Accuracy: 0.959, Loss: 0.016 Epoch 37 Batch 3/269 - Train Accuracy: 0.970, Validation Accuracy: 0.955, Loss: 0.012 Epoch 37 Batch 4/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.016 Epoch 37 Batch 5/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.014 Epoch 37 Batch 6/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.012 Epoch 37 Batch 7/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.014 Epoch 37 Batch 8/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.014 Epoch 37 Batch 9/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.015 Epoch 37 Batch 10/269 - Train Accuracy: 0.977, Validation Accuracy: 0.958, Loss: 0.016 Epoch 37 Batch 11/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.017 Epoch 37 Batch 12/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.015 Epoch 37 Batch 13/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.013 Epoch 37 Batch 14/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.012 Epoch 37 Batch 15/269 - Train Accuracy: 0.969, Validation Accuracy: 0.953, Loss: 0.011 Epoch 37 Batch 16/269 - Train Accuracy: 0.953, Validation Accuracy: 0.952, Loss: 0.017 Epoch 37 Batch 17/269 - Train Accuracy: 0.972, Validation Accuracy: 0.953, Loss: 0.011 Epoch 37 Batch 18/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.015 Epoch 37 Batch 19/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 37 Batch 20/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 37 Batch 21/269 - Train Accuracy: 0.956, Validation Accuracy: 0.964, Loss: 0.014 Epoch 37 Batch 22/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.013 Epoch 37 Batch 23/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.018 Epoch 37 Batch 24/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.016 Epoch 37 Batch 25/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.012 Epoch 37 Batch 26/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.014 Epoch 37 Batch 27/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.013 Epoch 37 Batch 28/269 - Train Accuracy: 0.964, Validation Accuracy: 0.950, Loss: 0.013 Epoch 37 Batch 29/269 - Train Accuracy: 0.968, Validation Accuracy: 0.953, Loss: 0.014 Epoch 37 Batch 30/269 - Train Accuracy: 0.957, Validation Accuracy: 0.952, Loss: 0.014 Epoch 37 Batch 31/269 - Train Accuracy: 0.971, Validation Accuracy: 0.954, Loss: 0.011 Epoch 37 Batch 32/269 - Train Accuracy: 0.974, Validation Accuracy: 0.953, Loss: 0.009 Epoch 37 Batch 33/269 - Train Accuracy: 0.974, Validation Accuracy: 0.954, Loss: 0.013 Epoch 37 Batch 34/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.014 Epoch 37 Batch 35/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.019 Epoch 37 Batch 36/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.014 Epoch 37 Batch 37/269 - Train Accuracy: 0.969, Validation Accuracy: 0.953, Loss: 0.011 Epoch 37 Batch 38/269 - Train Accuracy: 0.964, Validation Accuracy: 0.951, Loss: 0.012 Epoch 37 Batch 39/269 - Train Accuracy: 0.974, Validation Accuracy: 0.952, Loss: 0.009 Epoch 37 Batch 40/269 - Train Accuracy: 0.966, Validation Accuracy: 0.951, Loss: 0.013 Epoch 37 Batch 41/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.013 Epoch 37 Batch 42/269 - Train Accuracy: 0.971, Validation Accuracy: 0.952, Loss: 0.012 Epoch 37 Batch 43/269 - Train Accuracy: 0.968, Validation Accuracy: 0.952, Loss: 0.014 Epoch 37 Batch 44/269 - Train Accuracy: 0.971, Validation Accuracy: 0.952, Loss: 0.013 Epoch 37 Batch 45/269 - Train Accuracy: 0.966, Validation Accuracy: 0.950, Loss: 0.015 Epoch 37 Batch 46/269 - Train Accuracy: 0.971, Validation Accuracy: 0.954, Loss: 0.009 Epoch 37 Batch 47/269 - Train Accuracy: 0.975, Validation Accuracy: 0.954, Loss: 0.010 Epoch 37 Batch 48/269 - Train Accuracy: 0.969, Validation Accuracy: 0.951, Loss: 0.013 Epoch 37 Batch 49/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.011 Epoch 37 Batch 50/269 - Train Accuracy: 0.957, Validation Accuracy: 0.961, Loss: 0.017 Epoch 37 Batch 51/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.014 Epoch 37 Batch 52/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.011 Epoch 37 Batch 53/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.015 Epoch 37 Batch 54/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.012 Epoch 37 Batch 55/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.013 Epoch 37 Batch 56/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.014 Epoch 37 Batch 57/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.014 Epoch 37 Batch 58/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.015 Epoch 37 Batch 59/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 37 Batch 60/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.015 Epoch 37 Batch 61/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.014 Epoch 37 Batch 62/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.014 Epoch 37 Batch 63/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.014 Epoch 37 Batch 64/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.012 Epoch 37 Batch 65/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.015 Epoch 37 Batch 66/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.015 Epoch 37 Batch 67/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.017 Epoch 37 Batch 68/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.014 Epoch 37 Batch 69/269 - Train Accuracy: 0.967, Validation Accuracy: 0.951, Loss: 0.016 Epoch 37 Batch 70/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.013 Epoch 37 Batch 71/269 - Train Accuracy: 0.967, Validation Accuracy: 0.951, Loss: 0.019 Epoch 37 Batch 72/269 - Train Accuracy: 0.961, Validation Accuracy: 0.950, Loss: 0.013 Epoch 37 Batch 73/269 - Train Accuracy: 0.963, Validation Accuracy: 0.951, Loss: 0.016 Epoch 37 Batch 74/269 - Train Accuracy: 0.969, Validation Accuracy: 0.951, Loss: 0.014 Epoch 37 Batch 75/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.016 Epoch 37 Batch 76/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.014 Epoch 37 Batch 77/269 - Train Accuracy: 0.965, Validation Accuracy: 0.952, Loss: 0.012 Epoch 37 Batch 78/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.012 Epoch 37 Batch 79/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.010 Epoch 37 Batch 80/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.010 Epoch 37 Batch 81/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.016 Epoch 37 Batch 82/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.010 Epoch 37 Batch 83/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.014 Epoch 37 Batch 84/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.014 Epoch 37 Batch 85/269 - Train Accuracy: 0.961, Validation Accuracy: 0.954, Loss: 0.012 Epoch 37 Batch 86/269 - Train Accuracy: 0.971, Validation Accuracy: 0.952, Loss: 0.011 Epoch 37 Batch 87/269 - Train Accuracy: 0.966, Validation Accuracy: 0.949, Loss: 0.014 Epoch 37 Batch 88/269 - Train Accuracy: 0.970, Validation Accuracy: 0.952, Loss: 0.013 Epoch 37 Batch 89/269 - Train Accuracy: 0.974, Validation Accuracy: 0.949, Loss: 0.012 Epoch 37 Batch 90/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.013 Epoch 37 Batch 91/269 - Train Accuracy: 0.966, Validation Accuracy: 0.950, Loss: 0.015 Epoch 37 Batch 92/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.011 Epoch 37 Batch 93/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.010 Epoch 37 Batch 94/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.016 Epoch 37 Batch 95/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.011 Epoch 37 Batch 96/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 37 Batch 97/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 37 Batch 98/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.014 Epoch 37 Batch 99/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.013 Epoch 37 Batch 100/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.016 Epoch 37 Batch 101/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.016 Epoch 37 Batch 102/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.011 Epoch 37 Batch 103/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.015 Epoch 37 Batch 104/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.013 Epoch 37 Batch 105/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.016 Epoch 37 Batch 106/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.013 Epoch 37 Batch 107/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.016 Epoch 37 Batch 108/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.013 Epoch 37 Batch 109/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.013 Epoch 37 Batch 110/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.011 Epoch 37 Batch 111/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.013 Epoch 37 Batch 112/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.015 Epoch 37 Batch 113/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.012 Epoch 37 Batch 114/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.010 Epoch 37 Batch 115/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.014 Epoch 37 Batch 116/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.014 Epoch 37 Batch 117/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.010 Epoch 37 Batch 118/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.012 Epoch 37 Batch 119/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.016 Epoch 37 Batch 120/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.017 Epoch 37 Batch 121/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.012 Epoch 37 Batch 122/269 - Train Accuracy: 0.959, Validation Accuracy: 0.960, Loss: 0.014 Epoch 37 Batch 123/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.014 Epoch 37 Batch 124/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.013 Epoch 37 Batch 125/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.012 Epoch 37 Batch 126/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.014 Epoch 37 Batch 127/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.014 Epoch 37 Batch 128/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.014 Epoch 37 Batch 129/269 - Train Accuracy: 0.956, Validation Accuracy: 0.965, Loss: 0.016 Epoch 37 Batch 130/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.015 Epoch 37 Batch 131/269 - Train Accuracy: 0.955, Validation Accuracy: 0.954, Loss: 0.015 Epoch 37 Batch 132/269 - Train Accuracy: 0.955, Validation Accuracy: 0.960, Loss: 0.015 Epoch 37 Batch 133/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.016 Epoch 37 Batch 134/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.014 Epoch 37 Batch 135/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 37 Batch 136/269 - Train Accuracy: 0.959, Validation Accuracy: 0.963, Loss: 0.013 Epoch 37 Batch 137/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.015 Epoch 37 Batch 138/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.014 Epoch 37 Batch 139/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.012 Epoch 37 Batch 140/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.016 Epoch 37 Batch 141/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.015 Epoch 37 Batch 142/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.014 Epoch 37 Batch 143/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.016 Epoch 37 Batch 144/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.015 Epoch 37 Batch 145/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 37 Batch 146/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.012 Epoch 37 Batch 147/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.015 Epoch 37 Batch 148/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.014 Epoch 37 Batch 149/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.018 Epoch 37 Batch 150/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.013 Epoch 37 Batch 151/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.017 Epoch 37 Batch 152/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.013 Epoch 37 Batch 153/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.012 Epoch 37 Batch 154/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.011 Epoch 37 Batch 155/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.015 Epoch 37 Batch 156/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.012 Epoch 37 Batch 157/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.015 Epoch 37 Batch 158/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.012 Epoch 37 Batch 159/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.013 Epoch 37 Batch 160/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.014 Epoch 37 Batch 161/269 - Train Accuracy: 0.977, Validation Accuracy: 0.955, Loss: 0.010 Epoch 37 Batch 162/269 - Train Accuracy: 0.974, Validation Accuracy: 0.953, Loss: 0.013 Epoch 37 Batch 163/269 - Train Accuracy: 0.972, Validation Accuracy: 0.953, Loss: 0.011 Epoch 37 Batch 164/269 - Train Accuracy: 0.966, Validation Accuracy: 0.952, Loss: 0.014 Epoch 37 Batch 165/269 - Train Accuracy: 0.970, Validation Accuracy: 0.951, Loss: 0.012 Epoch 37 Batch 166/269 - Train Accuracy: 0.968, Validation Accuracy: 0.951, Loss: 0.011 Epoch 37 Batch 167/269 - Train Accuracy: 0.968, Validation Accuracy: 0.950, Loss: 0.014 Epoch 37 Batch 168/269 - Train Accuracy: 0.968, Validation Accuracy: 0.953, Loss: 0.017 Epoch 37 Batch 169/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.013 Epoch 37 Batch 170/269 - Train Accuracy: 0.964, Validation Accuracy: 0.951, Loss: 0.015 Epoch 37 Batch 171/269 - Train Accuracy: 0.968, Validation Accuracy: 0.952, Loss: 0.015 Epoch 37 Batch 172/269 - Train Accuracy: 0.972, Validation Accuracy: 0.954, Loss: 0.015 Epoch 37 Batch 173/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.013 Epoch 37 Batch 174/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.012 Epoch 37 Batch 175/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.020 Epoch 37 Batch 176/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.015 Epoch 37 Batch 177/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.014 Epoch 37 Batch 178/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.015 Epoch 37 Batch 179/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.015 Epoch 37 Batch 180/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.014 Epoch 37 Batch 181/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.018 Epoch 37 Batch 182/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.013 Epoch 37 Batch 183/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.012 Epoch 37 Batch 184/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.016 Epoch 37 Batch 185/269 - Train Accuracy: 0.972, Validation Accuracy: 0.955, Loss: 0.013 Epoch 37 Batch 186/269 - Train Accuracy: 0.970, Validation Accuracy: 0.955, Loss: 0.010 Epoch 37 Batch 187/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.014 Epoch 37 Batch 188/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.014 Epoch 37 Batch 189/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.016 Epoch 37 Batch 190/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.014 Epoch 37 Batch 191/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.013 Epoch 37 Batch 192/269 - Train Accuracy: 0.970, Validation Accuracy: 0.955, Loss: 0.014 Epoch 37 Batch 193/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.013 Epoch 37 Batch 194/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.012 Epoch 37 Batch 195/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.015 Epoch 37 Batch 196/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.016 Epoch 37 Batch 197/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.014 Epoch 37 Batch 198/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.014 Epoch 37 Batch 199/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.016 Epoch 37 Batch 200/269 - Train Accuracy: 0.975, Validation Accuracy: 0.957, Loss: 0.013 Epoch 37 Batch 201/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.014 Epoch 37 Batch 202/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.016 Epoch 37 Batch 203/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.018 Epoch 37 Batch 204/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.015 Epoch 37 Batch 205/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.014 Epoch 37 Batch 206/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.014 Epoch 37 Batch 207/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.013 Epoch 37 Batch 208/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.013 Epoch 37 Batch 209/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.013 Epoch 37 Batch 210/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.016 Epoch 37 Batch 211/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.016 Epoch 37 Batch 212/269 - Train Accuracy: 0.951, Validation Accuracy: 0.953, Loss: 0.017 Epoch 37 Batch 213/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.023 Epoch 37 Batch 214/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.024 Epoch 37 Batch 215/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.017 Epoch 37 Batch 216/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.020 Epoch 37 Batch 217/269 - Train Accuracy: 0.945, Validation Accuracy: 0.959, Loss: 0.021 Epoch 37 Batch 218/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.016 Epoch 37 Batch 219/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.017 Epoch 37 Batch 220/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.016 Epoch 37 Batch 221/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.017 Epoch 37 Batch 222/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.018 Epoch 37 Batch 223/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.014 Epoch 37 Batch 224/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.025 Epoch 37 Batch 225/269 - Train Accuracy: 0.957, Validation Accuracy: 0.963, Loss: 0.018 Epoch 37 Batch 226/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.017 Epoch 37 Batch 227/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.020 Epoch 37 Batch 228/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.016 Epoch 37 Batch 229/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.018 Epoch 37 Batch 230/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.015 Epoch 37 Batch 231/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.016 Epoch 37 Batch 232/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.018 Epoch 37 Batch 233/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.015 Epoch 37 Batch 234/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.012 Epoch 37 Batch 235/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 37 Batch 236/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.014 Epoch 37 Batch 237/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.014 Epoch 37 Batch 238/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.015 Epoch 37 Batch 239/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.015 Epoch 37 Batch 240/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.014 Epoch 37 Batch 241/269 - Train Accuracy: 0.957, Validation Accuracy: 0.965, Loss: 0.018 Epoch 37 Batch 242/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.013 Epoch 37 Batch 243/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.012 Epoch 37 Batch 244/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.014 Epoch 37 Batch 245/269 - Train Accuracy: 0.955, Validation Accuracy: 0.959, Loss: 0.015 Epoch 37 Batch 246/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.017 Epoch 37 Batch 247/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.017 Epoch 37 Batch 248/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.013 Epoch 37 Batch 249/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.014 Epoch 37 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.953, Loss: 0.016 Epoch 37 Batch 251/269 - Train Accuracy: 0.968, Validation Accuracy: 0.951, Loss: 0.013 Epoch 37 Batch 252/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.011 Epoch 37 Batch 253/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.016 Epoch 37 Batch 254/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.016 Epoch 37 Batch 255/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.016 Epoch 37 Batch 256/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.014 Epoch 37 Batch 257/269 - Train Accuracy: 0.952, Validation Accuracy: 0.957, Loss: 0.019 Epoch 37 Batch 258/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.014 Epoch 37 Batch 259/269 - Train Accuracy: 0.971, Validation Accuracy: 0.954, Loss: 0.016 Epoch 37 Batch 260/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.016 Epoch 37 Batch 261/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.011 Epoch 37 Batch 262/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.017 Epoch 37 Batch 263/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.015 Epoch 37 Batch 264/269 - Train Accuracy: 0.956, Validation Accuracy: 0.957, Loss: 0.018 Epoch 37 Batch 265/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.011 Epoch 37 Batch 266/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.013 Epoch 37 Batch 267/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.016 Epoch 38 Batch 0/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.014 Epoch 38 Batch 1/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.014 Epoch 38 Batch 2/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.017 Epoch 38 Batch 3/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 38 Batch 4/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.013 Epoch 38 Batch 5/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.015 Epoch 38 Batch 6/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.012 Epoch 38 Batch 7/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.015 Epoch 38 Batch 8/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.012 Epoch 38 Batch 9/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.015 Epoch 38 Batch 10/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.013 Epoch 38 Batch 11/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.014 Epoch 38 Batch 12/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.014 Epoch 38 Batch 13/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.014 Epoch 38 Batch 14/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.013 Epoch 38 Batch 15/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.011 Epoch 38 Batch 16/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.016 Epoch 38 Batch 17/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.016 Epoch 38 Batch 18/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.016 Epoch 38 Batch 19/269 - Train Accuracy: 0.974, Validation Accuracy: 0.955, Loss: 0.013 Epoch 38 Batch 20/269 - Train Accuracy: 0.973, Validation Accuracy: 0.955, Loss: 0.012 Epoch 38 Batch 21/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.015 Epoch 38 Batch 22/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.016 Epoch 38 Batch 23/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.018 Epoch 38 Batch 24/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.011 Epoch 38 Batch 25/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.012 Epoch 38 Batch 26/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.015 Epoch 38 Batch 27/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.012 Epoch 38 Batch 28/269 - Train Accuracy: 0.958, Validation Accuracy: 0.963, Loss: 0.015 Epoch 38 Batch 29/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.013 Epoch 38 Batch 30/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.015 Epoch 38 Batch 31/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.013 Epoch 38 Batch 32/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 38 Batch 33/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 38 Batch 34/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.012 Epoch 38 Batch 35/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.017 Epoch 38 Batch 36/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.013 Epoch 38 Batch 37/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.014 Epoch 38 Batch 38/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.013 Epoch 38 Batch 39/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.009 Epoch 38 Batch 40/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.014 Epoch 38 Batch 41/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.014 Epoch 38 Batch 42/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.011 Epoch 38 Batch 43/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.015 Epoch 38 Batch 44/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.015 Epoch 38 Batch 45/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.016 Epoch 38 Batch 46/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.010 Epoch 38 Batch 47/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.009 Epoch 38 Batch 48/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.012 Epoch 38 Batch 49/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 38 Batch 50/269 - Train Accuracy: 0.957, Validation Accuracy: 0.960, Loss: 0.019 Epoch 38 Batch 51/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.015 Epoch 38 Batch 52/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.014 Epoch 38 Batch 53/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.012 Epoch 38 Batch 54/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 38 Batch 55/269 - Train Accuracy: 0.961, Validation Accuracy: 0.965, Loss: 0.015 Epoch 38 Batch 56/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.015 Epoch 38 Batch 57/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.016 Epoch 38 Batch 58/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.013 Epoch 38 Batch 59/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.009 Epoch 38 Batch 60/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.015 Epoch 38 Batch 61/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.011 Epoch 38 Batch 62/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.016 Epoch 38 Batch 63/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.016 Epoch 38 Batch 64/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.010 Epoch 38 Batch 65/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.012 Epoch 38 Batch 66/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.013 Epoch 38 Batch 67/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.015 Epoch 38 Batch 68/269 - Train Accuracy: 0.963, Validation Accuracy: 0.951, Loss: 0.015 Epoch 38 Batch 69/269 - Train Accuracy: 0.963, Validation Accuracy: 0.951, Loss: 0.017 Epoch 38 Batch 70/269 - Train Accuracy: 0.970, Validation Accuracy: 0.953, Loss: 0.015 Epoch 38 Batch 71/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.019 Epoch 38 Batch 72/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.015 Epoch 38 Batch 73/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.014 Epoch 38 Batch 74/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 38 Batch 75/269 - Train Accuracy: 0.962, Validation Accuracy: 0.966, Loss: 0.018 Epoch 38 Batch 76/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.013 Epoch 38 Batch 77/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.013 Epoch 38 Batch 78/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.014 Epoch 38 Batch 79/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.013 Epoch 38 Batch 80/269 - Train Accuracy: 0.974, Validation Accuracy: 0.956, Loss: 0.012 Epoch 38 Batch 81/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.013 Epoch 38 Batch 82/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.012 Epoch 38 Batch 83/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.015 Epoch 38 Batch 84/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.013 Epoch 38 Batch 85/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.011 Epoch 38 Batch 86/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 38 Batch 87/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.012 Epoch 38 Batch 88/269 - Train Accuracy: 0.972, Validation Accuracy: 0.954, Loss: 0.011 Epoch 38 Batch 89/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.013 Epoch 38 Batch 90/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.012 Epoch 38 Batch 91/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.011 Epoch 38 Batch 92/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.011 Epoch 38 Batch 93/269 - Train Accuracy: 0.960, Validation Accuracy: 0.961, Loss: 0.011 Epoch 38 Batch 94/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.015 Epoch 38 Batch 95/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.013 Epoch 38 Batch 96/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.014 Epoch 38 Batch 97/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.012 Epoch 38 Batch 98/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.014 Epoch 38 Batch 99/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 38 Batch 100/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.013 Epoch 38 Batch 101/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.016 Epoch 38 Batch 102/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.014 Epoch 38 Batch 103/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.015 Epoch 38 Batch 104/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.013 Epoch 38 Batch 105/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.015 Epoch 38 Batch 106/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 38 Batch 107/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.012 Epoch 38 Batch 108/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.014 Epoch 38 Batch 109/269 - Train Accuracy: 0.959, Validation Accuracy: 0.962, Loss: 0.015 Epoch 38 Batch 110/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.011 Epoch 38 Batch 111/269 - Train Accuracy: 0.970, Validation Accuracy: 0.953, Loss: 0.012 Epoch 38 Batch 112/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.013 Epoch 38 Batch 113/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.012 Epoch 38 Batch 114/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.012 Epoch 38 Batch 115/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.015 Epoch 38 Batch 116/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.010 Epoch 38 Batch 117/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.014 Epoch 38 Batch 118/269 - Train Accuracy: 0.976, Validation Accuracy: 0.955, Loss: 0.010 Epoch 38 Batch 119/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.015 Epoch 38 Batch 120/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.013 Epoch 38 Batch 121/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.012 Epoch 38 Batch 122/269 - Train Accuracy: 0.955, Validation Accuracy: 0.957, Loss: 0.017 Epoch 38 Batch 123/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.014 Epoch 38 Batch 124/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.012 Epoch 38 Batch 125/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.011 Epoch 38 Batch 126/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.013 Epoch 38 Batch 127/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.014 Epoch 38 Batch 128/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.015 Epoch 38 Batch 129/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.015 Epoch 38 Batch 130/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.016 Epoch 38 Batch 131/269 - Train Accuracy: 0.956, Validation Accuracy: 0.960, Loss: 0.017 Epoch 38 Batch 132/269 - Train Accuracy: 0.955, Validation Accuracy: 0.960, Loss: 0.018 Epoch 38 Batch 133/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.013 Epoch 38 Batch 134/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.014 Epoch 38 Batch 135/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.012 Epoch 38 Batch 136/269 - Train Accuracy: 0.956, Validation Accuracy: 0.960, Loss: 0.018 Epoch 38 Batch 137/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.013 Epoch 38 Batch 138/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.013 Epoch 38 Batch 139/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.013 Epoch 38 Batch 140/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.015 Epoch 38 Batch 141/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.014 Epoch 38 Batch 142/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.015 Epoch 38 Batch 143/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.014 Epoch 38 Batch 144/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.014 Epoch 38 Batch 145/269 - Train Accuracy: 0.974, Validation Accuracy: 0.955, Loss: 0.012 Epoch 38 Batch 146/269 - Train Accuracy: 0.961, Validation Accuracy: 0.952, Loss: 0.013 Epoch 38 Batch 147/269 - Train Accuracy: 0.969, Validation Accuracy: 0.951, Loss: 0.014 Epoch 38 Batch 148/269 - Train Accuracy: 0.968, Validation Accuracy: 0.952, Loss: 0.015 Epoch 38 Batch 149/269 - Train Accuracy: 0.968, Validation Accuracy: 0.951, Loss: 0.015 Epoch 38 Batch 150/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.015 Epoch 38 Batch 151/269 - Train Accuracy: 0.970, Validation Accuracy: 0.952, Loss: 0.015 Epoch 38 Batch 152/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.011 Epoch 38 Batch 153/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.012 Epoch 38 Batch 154/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.013 Epoch 38 Batch 155/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.016 Epoch 38 Batch 156/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.011 Epoch 38 Batch 157/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 38 Batch 158/269 - Train Accuracy: 0.957, Validation Accuracy: 0.964, Loss: 0.014 Epoch 38 Batch 159/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.013 Epoch 38 Batch 160/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.015 Epoch 38 Batch 161/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.012 Epoch 38 Batch 162/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.011 Epoch 38 Batch 163/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.012 Epoch 38 Batch 164/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.012 Epoch 38 Batch 165/269 - Train Accuracy: 0.971, Validation Accuracy: 0.954, Loss: 0.012 Epoch 38 Batch 166/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.014 Epoch 38 Batch 167/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.014 Epoch 38 Batch 168/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.016 Epoch 38 Batch 169/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.011 Epoch 38 Batch 170/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.013 Epoch 38 Batch 171/269 - Train Accuracy: 0.967, Validation Accuracy: 0.952, Loss: 0.013 Epoch 38 Batch 172/269 - Train Accuracy: 0.973, Validation Accuracy: 0.952, Loss: 0.014 Epoch 38 Batch 173/269 - Train Accuracy: 0.962, Validation Accuracy: 0.950, Loss: 0.013 Epoch 38 Batch 174/269 - Train Accuracy: 0.971, Validation Accuracy: 0.953, Loss: 0.013 Epoch 38 Batch 175/269 - Train Accuracy: 0.955, Validation Accuracy: 0.955, Loss: 0.020 Epoch 38 Batch 176/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.014 Epoch 38 Batch 177/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.012 Epoch 38 Batch 178/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.014 Epoch 38 Batch 179/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.016 Epoch 38 Batch 180/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 38 Batch 181/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.015 Epoch 38 Batch 182/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.013 Epoch 38 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.015 Epoch 38 Batch 184/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.014 Epoch 38 Batch 185/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.013 Epoch 38 Batch 186/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.010 Epoch 38 Batch 187/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.012 Epoch 38 Batch 188/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.015 Epoch 38 Batch 189/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.013 Epoch 38 Batch 190/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.013 Epoch 38 Batch 191/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.012 Epoch 38 Batch 192/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 38 Batch 193/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.012 Epoch 38 Batch 194/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.010 Epoch 38 Batch 195/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.011 Epoch 38 Batch 196/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.015 Epoch 38 Batch 197/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.013 Epoch 38 Batch 198/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.014 Epoch 38 Batch 199/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.014 Epoch 38 Batch 200/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.013 Epoch 38 Batch 201/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.015 Epoch 38 Batch 202/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.014 Epoch 38 Batch 203/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.015 Epoch 38 Batch 204/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.012 Epoch 38 Batch 205/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.015 Epoch 38 Batch 206/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.018 Epoch 38 Batch 207/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.014 Epoch 38 Batch 208/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.016 Epoch 38 Batch 209/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.015 Epoch 38 Batch 210/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.012 Epoch 38 Batch 211/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.016 Epoch 38 Batch 212/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.016 Epoch 38 Batch 213/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.014 Epoch 38 Batch 214/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.013 Epoch 38 Batch 215/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.014 Epoch 38 Batch 216/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.016 Epoch 38 Batch 217/269 - Train Accuracy: 0.951, Validation Accuracy: 0.958, Loss: 0.017 Epoch 38 Batch 218/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.013 Epoch 38 Batch 219/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.016 Epoch 38 Batch 220/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.015 Epoch 38 Batch 221/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.016 Epoch 38 Batch 222/269 - Train Accuracy: 0.976, Validation Accuracy: 0.956, Loss: 0.014 Epoch 38 Batch 223/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.012 Epoch 38 Batch 224/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.017 Epoch 38 Batch 225/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.014 Epoch 38 Batch 226/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.015 Epoch 38 Batch 227/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.015 Epoch 38 Batch 228/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.011 Epoch 38 Batch 229/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.014 Epoch 38 Batch 230/269 - Train Accuracy: 0.972, Validation Accuracy: 0.954, Loss: 0.013 Epoch 38 Batch 231/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.014 Epoch 38 Batch 232/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.015 Epoch 38 Batch 233/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.014 Epoch 38 Batch 234/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.014 Epoch 38 Batch 235/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.009 Epoch 38 Batch 236/269 - Train Accuracy: 0.964, Validation Accuracy: 0.968, Loss: 0.014 Epoch 38 Batch 237/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.014 Epoch 38 Batch 238/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 38 Batch 239/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.014 Epoch 38 Batch 240/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 38 Batch 241/269 - Train Accuracy: 0.955, Validation Accuracy: 0.961, Loss: 0.017 Epoch 38 Batch 242/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.014 Epoch 38 Batch 243/269 - Train Accuracy: 0.977, Validation Accuracy: 0.954, Loss: 0.012 Epoch 38 Batch 244/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.018 Epoch 38 Batch 245/269 - Train Accuracy: 0.956, Validation Accuracy: 0.955, Loss: 0.015 Epoch 38 Batch 246/269 - Train Accuracy: 0.952, Validation Accuracy: 0.955, Loss: 0.016 Epoch 38 Batch 247/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.012 Epoch 38 Batch 248/269 - Train Accuracy: 0.973, Validation Accuracy: 0.954, Loss: 0.012 Epoch 38 Batch 249/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.013 Epoch 38 Batch 250/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.017 Epoch 38 Batch 251/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.013 Epoch 38 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 38 Batch 253/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.014 Epoch 38 Batch 254/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.013 Epoch 38 Batch 255/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 38 Batch 256/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.014 Epoch 38 Batch 257/269 - Train Accuracy: 0.954, Validation Accuracy: 0.962, Loss: 0.015 Epoch 38 Batch 258/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.011 Epoch 38 Batch 259/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 38 Batch 260/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.016 Epoch 38 Batch 261/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.013 Epoch 38 Batch 262/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.012 Epoch 38 Batch 263/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 38 Batch 264/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.018 Epoch 38 Batch 265/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.012 Epoch 38 Batch 266/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.011 Epoch 38 Batch 267/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.014 Epoch 39 Batch 0/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.016 Epoch 39 Batch 1/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.013 Epoch 39 Batch 2/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.014 Epoch 39 Batch 3/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.013 Epoch 39 Batch 4/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.014 Epoch 39 Batch 5/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.013 Epoch 39 Batch 6/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 39 Batch 7/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 39 Batch 8/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.013 Epoch 39 Batch 9/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.014 Epoch 39 Batch 10/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 39 Batch 11/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.014 Epoch 39 Batch 12/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.017 Epoch 39 Batch 13/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 39 Batch 14/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.012 Epoch 39 Batch 15/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.010 Epoch 39 Batch 16/269 - Train Accuracy: 0.962, Validation Accuracy: 0.965, Loss: 0.017 Epoch 39 Batch 17/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.013 Epoch 39 Batch 18/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.014 Epoch 39 Batch 19/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 39 Batch 20/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.012 Epoch 39 Batch 21/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.014 Epoch 39 Batch 22/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.014 Epoch 39 Batch 23/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.017 Epoch 39 Batch 24/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.015 Epoch 39 Batch 25/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.013 Epoch 39 Batch 26/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.013 Epoch 39 Batch 27/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.012 Epoch 39 Batch 28/269 - Train Accuracy: 0.953, Validation Accuracy: 0.962, Loss: 0.012 Epoch 39 Batch 29/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 39 Batch 30/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.016 Epoch 39 Batch 31/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 39 Batch 32/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.009 Epoch 39 Batch 33/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.011 Epoch 39 Batch 34/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.015 Epoch 39 Batch 35/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.017 Epoch 39 Batch 36/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.012 Epoch 39 Batch 37/269 - Train Accuracy: 0.975, Validation Accuracy: 0.957, Loss: 0.013 Epoch 39 Batch 38/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.013 Epoch 39 Batch 39/269 - Train Accuracy: 0.977, Validation Accuracy: 0.958, Loss: 0.008 Epoch 39 Batch 40/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.019 Epoch 39 Batch 41/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.015 Epoch 39 Batch 42/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.012 Epoch 39 Batch 43/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.013 Epoch 39 Batch 44/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.016 Epoch 39 Batch 45/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.014 Epoch 39 Batch 46/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.011 Epoch 39 Batch 47/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 39 Batch 48/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.009 Epoch 39 Batch 49/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 39 Batch 50/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.017 Epoch 39 Batch 51/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.015 Epoch 39 Batch 52/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 39 Batch 53/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.015 Epoch 39 Batch 54/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.012 Epoch 39 Batch 55/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.015 Epoch 39 Batch 56/269 - Train Accuracy: 0.959, Validation Accuracy: 0.962, Loss: 0.014 Epoch 39 Batch 57/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.016 Epoch 39 Batch 58/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.013 Epoch 39 Batch 59/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.011 Epoch 39 Batch 60/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.015 Epoch 39 Batch 61/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.014 Epoch 39 Batch 62/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.014 Epoch 39 Batch 63/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.013 Epoch 39 Batch 64/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 39 Batch 65/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.011 Epoch 39 Batch 66/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.013 Epoch 39 Batch 67/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.017 Epoch 39 Batch 68/269 - Train Accuracy: 0.957, Validation Accuracy: 0.958, Loss: 0.014 Epoch 39 Batch 69/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.015 Epoch 39 Batch 70/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.015 Epoch 39 Batch 71/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.018 Epoch 39 Batch 72/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.016 Epoch 39 Batch 73/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.014 Epoch 39 Batch 74/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.014 Epoch 39 Batch 75/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.018 Epoch 39 Batch 76/269 - Train Accuracy: 0.957, Validation Accuracy: 0.959, Loss: 0.013 Epoch 39 Batch 77/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.016 Epoch 39 Batch 78/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.014 Epoch 39 Batch 79/269 - Train Accuracy: 0.962, Validation Accuracy: 0.952, Loss: 0.014 Epoch 39 Batch 80/269 - Train Accuracy: 0.969, Validation Accuracy: 0.951, Loss: 0.014 Epoch 39 Batch 81/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.020 Epoch 39 Batch 82/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.014 Epoch 39 Batch 83/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.016 Epoch 39 Batch 84/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.015 Epoch 39 Batch 85/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.016 Epoch 39 Batch 86/269 - Train Accuracy: 0.963, Validation Accuracy: 0.953, Loss: 0.015 Epoch 39 Batch 87/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.019 Epoch 39 Batch 88/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.016 Epoch 39 Batch 89/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.014 Epoch 39 Batch 90/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.013 Epoch 39 Batch 91/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.014 Epoch 39 Batch 92/269 - Train Accuracy: 0.967, Validation Accuracy: 0.952, Loss: 0.016 Epoch 39 Batch 93/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.014 Epoch 39 Batch 94/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.019 Epoch 39 Batch 95/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.014 Epoch 39 Batch 96/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.017 Epoch 39 Batch 97/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.017 Epoch 39 Batch 98/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.017 Epoch 39 Batch 99/269 - Train Accuracy: 0.969, Validation Accuracy: 0.952, Loss: 0.012 Epoch 39 Batch 100/269 - Train Accuracy: 0.968, Validation Accuracy: 0.952, Loss: 0.017 Epoch 39 Batch 101/269 - Train Accuracy: 0.959, Validation Accuracy: 0.953, Loss: 0.020 Epoch 39 Batch 102/269 - Train Accuracy: 0.960, Validation Accuracy: 0.951, Loss: 0.017 Epoch 39 Batch 103/269 - Train Accuracy: 0.968, Validation Accuracy: 0.951, Loss: 0.019 Epoch 39 Batch 104/269 - Train Accuracy: 0.962, Validation Accuracy: 0.951, Loss: 0.016 Epoch 39 Batch 105/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.014 Epoch 39 Batch 106/269 - Train Accuracy: 0.966, Validation Accuracy: 0.949, Loss: 0.016 Epoch 39 Batch 107/269 - Train Accuracy: 0.958, Validation Accuracy: 0.951, Loss: 0.014 Epoch 39 Batch 108/269 - Train Accuracy: 0.968, Validation Accuracy: 0.949, Loss: 0.017 Epoch 39 Batch 109/269 - Train Accuracy: 0.962, Validation Accuracy: 0.949, Loss: 0.017 Epoch 39 Batch 110/269 - Train Accuracy: 0.959, Validation Accuracy: 0.948, Loss: 0.013 Epoch 39 Batch 111/269 - Train Accuracy: 0.961, Validation Accuracy: 0.944, Loss: 0.017 Epoch 39 Batch 112/269 - Train Accuracy: 0.961, Validation Accuracy: 0.944, Loss: 0.015 Epoch 39 Batch 113/269 - Train Accuracy: 0.959, Validation Accuracy: 0.943, Loss: 0.016 Epoch 39 Batch 114/269 - Train Accuracy: 0.961, Validation Accuracy: 0.948, Loss: 0.016 Epoch 39 Batch 115/269 - Train Accuracy: 0.963, Validation Accuracy: 0.946, Loss: 0.017 Epoch 39 Batch 116/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.019 Epoch 39 Batch 117/269 - Train Accuracy: 0.971, Validation Accuracy: 0.951, Loss: 0.015 Epoch 39 Batch 118/269 - Train Accuracy: 0.969, Validation Accuracy: 0.952, Loss: 0.013 Epoch 39 Batch 119/269 - Train Accuracy: 0.956, Validation Accuracy: 0.953, Loss: 0.017 Epoch 39 Batch 120/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.019 Epoch 39 Batch 121/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.013 Epoch 39 Batch 122/269 - Train Accuracy: 0.955, Validation Accuracy: 0.949, Loss: 0.023 Epoch 39 Batch 123/269 - Train Accuracy: 0.948, Validation Accuracy: 0.954, Loss: 0.024 Epoch 39 Batch 124/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.017 Epoch 39 Batch 125/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.012 Epoch 39 Batch 126/269 - Train Accuracy: 0.951, Validation Accuracy: 0.957, Loss: 0.020 Epoch 39 Batch 127/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.018 Epoch 39 Batch 128/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.018 Epoch 39 Batch 129/269 - Train Accuracy: 0.958, Validation Accuracy: 0.964, Loss: 0.016 Epoch 39 Batch 130/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.017 Epoch 39 Batch 131/269 - Train Accuracy: 0.957, Validation Accuracy: 0.959, Loss: 0.019 Epoch 39 Batch 132/269 - Train Accuracy: 0.957, Validation Accuracy: 0.958, Loss: 0.019 Epoch 39 Batch 133/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.017 Epoch 39 Batch 134/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.016 Epoch 39 Batch 135/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.012 Epoch 39 Batch 136/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.014 Epoch 39 Batch 137/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.017 Epoch 39 Batch 138/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.012 Epoch 39 Batch 139/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.011 Epoch 39 Batch 140/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.012 Epoch 39 Batch 141/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.015 Epoch 39 Batch 142/269 - Train Accuracy: 0.951, Validation Accuracy: 0.953, Loss: 0.017 Epoch 39 Batch 143/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.015 Epoch 39 Batch 144/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.016 Epoch 39 Batch 145/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.011 Epoch 39 Batch 146/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.014 Epoch 39 Batch 147/269 - Train Accuracy: 0.964, Validation Accuracy: 0.955, Loss: 0.016 Epoch 39 Batch 148/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.012 Epoch 39 Batch 149/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.018 Epoch 39 Batch 150/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.014 Epoch 39 Batch 151/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.019 Epoch 39 Batch 152/269 - Train Accuracy: 0.969, Validation Accuracy: 0.953, Loss: 0.015 Epoch 39 Batch 153/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.014 Epoch 39 Batch 154/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.014 Epoch 39 Batch 155/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.017 Epoch 39 Batch 156/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.014 Epoch 39 Batch 157/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.015 Epoch 39 Batch 158/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.015 Epoch 39 Batch 159/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.017 Epoch 39 Batch 160/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.014 Epoch 39 Batch 161/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.014 Epoch 39 Batch 162/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.012 Epoch 39 Batch 163/269 - Train Accuracy: 0.970, Validation Accuracy: 0.951, Loss: 0.014 Epoch 39 Batch 164/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.016 Epoch 39 Batch 165/269 - Train Accuracy: 0.971, Validation Accuracy: 0.951, Loss: 0.016 Epoch 39 Batch 166/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.015 Epoch 39 Batch 167/269 - Train Accuracy: 0.960, Validation Accuracy: 0.953, Loss: 0.019 Epoch 39 Batch 168/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.015 Epoch 39 Batch 169/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.015 Epoch 39 Batch 170/269 - Train Accuracy: 0.960, Validation Accuracy: 0.954, Loss: 0.016 Epoch 39 Batch 171/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.018 Epoch 39 Batch 172/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.016 Epoch 39 Batch 173/269 - Train Accuracy: 0.957, Validation Accuracy: 0.960, Loss: 0.016 Epoch 39 Batch 174/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.015 Epoch 39 Batch 175/269 - Train Accuracy: 0.957, Validation Accuracy: 0.959, Loss: 0.025 Epoch 39 Batch 176/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.015 Epoch 39 Batch 177/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 39 Batch 178/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.018 Epoch 39 Batch 179/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.014 Epoch 39 Batch 180/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.013 Epoch 39 Batch 181/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.019 Epoch 39 Batch 182/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.015 Epoch 39 Batch 183/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.013 Epoch 39 Batch 184/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.015 Epoch 39 Batch 185/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.015 Epoch 39 Batch 186/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.011 Epoch 39 Batch 187/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.015 Epoch 39 Batch 188/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.014 Epoch 39 Batch 189/269 - Train Accuracy: 0.973, Validation Accuracy: 0.955, Loss: 0.013 Epoch 39 Batch 190/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.012 Epoch 39 Batch 191/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.015 Epoch 39 Batch 192/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.010 Epoch 39 Batch 193/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.013 Epoch 39 Batch 194/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.014 Epoch 39 Batch 195/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.011 Epoch 39 Batch 196/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.014 Epoch 39 Batch 197/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.013 Epoch 39 Batch 198/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.015 Epoch 39 Batch 199/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.017 Epoch 39 Batch 200/269 - Train Accuracy: 0.975, Validation Accuracy: 0.957, Loss: 0.013 Epoch 39 Batch 201/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.016 Epoch 39 Batch 202/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.014 Epoch 39 Batch 203/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.016 Epoch 39 Batch 204/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.015 Epoch 39 Batch 205/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.015 Epoch 39 Batch 206/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.016 Epoch 39 Batch 207/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.014 Epoch 39 Batch 208/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.015 Epoch 39 Batch 209/269 - Train Accuracy: 0.968, Validation Accuracy: 0.952, Loss: 0.016 Epoch 39 Batch 210/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.012 Epoch 39 Batch 211/269 - Train Accuracy: 0.970, Validation Accuracy: 0.955, Loss: 0.015 Epoch 39 Batch 212/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.016 Epoch 39 Batch 213/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.015 Epoch 39 Batch 214/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.014 Epoch 39 Batch 215/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.014 Epoch 39 Batch 216/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.019 Epoch 39 Batch 217/269 - Train Accuracy: 0.958, Validation Accuracy: 0.953, Loss: 0.014 Epoch 39 Batch 218/269 - Train Accuracy: 0.972, Validation Accuracy: 0.952, Loss: 0.012 Epoch 39 Batch 219/269 - Train Accuracy: 0.972, Validation Accuracy: 0.950, Loss: 0.014 Epoch 39 Batch 220/269 - Train Accuracy: 0.963, Validation Accuracy: 0.951, Loss: 0.013 Epoch 39 Batch 221/269 - Train Accuracy: 0.968, Validation Accuracy: 0.953, Loss: 0.014 Epoch 39 Batch 222/269 - Train Accuracy: 0.971, Validation Accuracy: 0.953, Loss: 0.010 Epoch 39 Batch 223/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.013 Epoch 39 Batch 224/269 - Train Accuracy: 0.959, Validation Accuracy: 0.955, Loss: 0.019 Epoch 39 Batch 225/269 - Train Accuracy: 0.957, Validation Accuracy: 0.958, Loss: 0.019 Epoch 39 Batch 226/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.016 Epoch 39 Batch 227/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.015 Epoch 39 Batch 228/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.013 Epoch 39 Batch 229/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.013 Epoch 39 Batch 230/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.014 Epoch 39 Batch 231/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.014 Epoch 39 Batch 232/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.014 Epoch 39 Batch 233/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.013 Epoch 39 Batch 234/269 - Train Accuracy: 0.965, Validation Accuracy: 0.952, Loss: 0.011 Epoch 39 Batch 235/269 - Train Accuracy: 0.971, Validation Accuracy: 0.949, Loss: 0.009 Epoch 39 Batch 236/269 - Train Accuracy: 0.971, Validation Accuracy: 0.949, Loss: 0.015 Epoch 39 Batch 237/269 - Train Accuracy: 0.965, Validation Accuracy: 0.948, Loss: 0.014 Epoch 39 Batch 238/269 - Train Accuracy: 0.967, Validation Accuracy: 0.948, Loss: 0.016 Epoch 39 Batch 239/269 - Train Accuracy: 0.963, Validation Accuracy: 0.950, Loss: 0.013 Epoch 39 Batch 240/269 - Train Accuracy: 0.964, Validation Accuracy: 0.952, Loss: 0.013 Epoch 39 Batch 241/269 - Train Accuracy: 0.950, Validation Accuracy: 0.955, Loss: 0.019 Epoch 39 Batch 242/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.012 Epoch 39 Batch 243/269 - Train Accuracy: 0.970, Validation Accuracy: 0.955, Loss: 0.012 Epoch 39 Batch 244/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.017 Epoch 39 Batch 245/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.012 Epoch 39 Batch 246/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.015 Epoch 39 Batch 247/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.015 Epoch 39 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.010 Epoch 39 Batch 249/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.012 Epoch 39 Batch 250/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.018 Epoch 39 Batch 251/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 39 Batch 252/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 39 Batch 253/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.014 Epoch 39 Batch 254/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.017 Epoch 39 Batch 255/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.015 Epoch 39 Batch 256/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.016 Epoch 39 Batch 257/269 - Train Accuracy: 0.955, Validation Accuracy: 0.960, Loss: 0.019 Epoch 39 Batch 258/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.013 Epoch 39 Batch 259/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.013 Epoch 39 Batch 260/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.014 Epoch 39 Batch 261/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.014 Epoch 39 Batch 262/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.016 Epoch 39 Batch 263/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.015 Epoch 39 Batch 264/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.018 Epoch 39 Batch 265/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.014 Epoch 39 Batch 266/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.011 Epoch 39 Batch 267/269 - Train Accuracy: 0.968, Validation Accuracy: 0.953, Loss: 0.016 Epoch 40 Batch 0/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.016 Epoch 40 Batch 1/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.019 Epoch 40 Batch 2/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.018 Epoch 40 Batch 3/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.013 Epoch 40 Batch 4/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.015 Epoch 40 Batch 5/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.014 Epoch 40 Batch 6/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.013 Epoch 40 Batch 7/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 40 Batch 8/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.015 Epoch 40 Batch 9/269 - Train Accuracy: 0.957, Validation Accuracy: 0.962, Loss: 0.016 Epoch 40 Batch 10/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.013 Epoch 40 Batch 11/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.017 Epoch 40 Batch 12/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.017 Epoch 40 Batch 13/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.015 Epoch 40 Batch 14/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 40 Batch 15/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 40 Batch 16/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.017 Epoch 40 Batch 17/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.012 Epoch 40 Batch 18/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.014 Epoch 40 Batch 19/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.010 Epoch 40 Batch 20/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 40 Batch 21/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.017 Epoch 40 Batch 22/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.012 Epoch 40 Batch 23/269 - Train Accuracy: 0.960, Validation Accuracy: 0.963, Loss: 0.017 Epoch 40 Batch 24/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.018 Epoch 40 Batch 25/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.013 Epoch 40 Batch 26/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.012 Epoch 40 Batch 27/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.013 Epoch 40 Batch 28/269 - Train Accuracy: 0.959, Validation Accuracy: 0.962, Loss: 0.013 Epoch 40 Batch 29/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 40 Batch 30/269 - Train Accuracy: 0.956, Validation Accuracy: 0.961, Loss: 0.014 Epoch 40 Batch 31/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.012 Epoch 40 Batch 32/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.013 Epoch 40 Batch 33/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 40 Batch 34/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.014 Epoch 40 Batch 35/269 - Train Accuracy: 0.960, Validation Accuracy: 0.966, Loss: 0.018 Epoch 40 Batch 36/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.014 Epoch 40 Batch 37/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.011 Epoch 40 Batch 38/269 - Train Accuracy: 0.957, Validation Accuracy: 0.958, Loss: 0.015 Epoch 40 Batch 39/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.010 Epoch 40 Batch 40/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.012 Epoch 40 Batch 41/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.012 Epoch 40 Batch 42/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 40 Batch 43/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.013 Epoch 40 Batch 44/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.014 Epoch 40 Batch 45/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.013 Epoch 40 Batch 46/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 40 Batch 47/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.010 Epoch 40 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 40 Batch 49/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.011 Epoch 40 Batch 50/269 - Train Accuracy: 0.960, Validation Accuracy: 0.962, Loss: 0.016 Epoch 40 Batch 51/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.013 Epoch 40 Batch 52/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.012 Epoch 40 Batch 53/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.014 Epoch 40 Batch 54/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.014 Epoch 40 Batch 55/269 - Train Accuracy: 0.955, Validation Accuracy: 0.964, Loss: 0.013 Epoch 40 Batch 56/269 - Train Accuracy: 0.962, Validation Accuracy: 0.964, Loss: 0.014 Epoch 40 Batch 57/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.015 Epoch 40 Batch 58/269 - Train Accuracy: 0.961, Validation Accuracy: 0.964, Loss: 0.014 Epoch 40 Batch 59/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.011 Epoch 40 Batch 60/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.015 Epoch 40 Batch 61/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.012 Epoch 40 Batch 62/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.013 Epoch 40 Batch 63/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.014 Epoch 40 Batch 64/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 40 Batch 65/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.012 Epoch 40 Batch 66/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.013 Epoch 40 Batch 67/269 - Train Accuracy: 0.962, Validation Accuracy: 0.968, Loss: 0.015 Epoch 40 Batch 68/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.013 Epoch 40 Batch 69/269 - Train Accuracy: 0.959, Validation Accuracy: 0.965, Loss: 0.016 Epoch 40 Batch 70/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.012 Epoch 40 Batch 71/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.014 Epoch 40 Batch 72/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.013 Epoch 40 Batch 73/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 40 Batch 74/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 40 Batch 75/269 - Train Accuracy: 0.962, Validation Accuracy: 0.967, Loss: 0.013 Epoch 40 Batch 76/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.012 Epoch 40 Batch 77/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.012 Epoch 40 Batch 78/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.012 Epoch 40 Batch 79/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.013 Epoch 40 Batch 80/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.012 Epoch 40 Batch 81/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.015 Epoch 40 Batch 82/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 40 Batch 83/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.015 Epoch 40 Batch 84/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.013 Epoch 40 Batch 85/269 - Train Accuracy: 0.961, Validation Accuracy: 0.956, Loss: 0.013 Epoch 40 Batch 86/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.010 Epoch 40 Batch 87/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.013 Epoch 40 Batch 88/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.011 Epoch 40 Batch 89/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.011 Epoch 40 Batch 90/269 - Train Accuracy: 0.957, Validation Accuracy: 0.959, Loss: 0.013 Epoch 40 Batch 91/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 40 Batch 92/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.013 Epoch 40 Batch 93/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 40 Batch 94/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.015 Epoch 40 Batch 95/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 40 Batch 96/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.012 Epoch 40 Batch 97/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.013 Epoch 40 Batch 98/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.013 Epoch 40 Batch 99/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.012 Epoch 40 Batch 100/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.013 Epoch 40 Batch 101/269 - Train Accuracy: 0.960, Validation Accuracy: 0.952, Loss: 0.016 Epoch 40 Batch 102/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.011 Epoch 40 Batch 103/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.013 Epoch 40 Batch 104/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.014 Epoch 40 Batch 105/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.012 Epoch 40 Batch 106/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.013 Epoch 40 Batch 107/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.012 Epoch 40 Batch 108/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.011 Epoch 40 Batch 109/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.013 Epoch 40 Batch 110/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.011 Epoch 40 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.010 Epoch 40 Batch 112/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.014 Epoch 40 Batch 113/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.012 Epoch 40 Batch 114/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.014 Epoch 40 Batch 115/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.012 Epoch 40 Batch 116/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.011 Epoch 40 Batch 117/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 40 Batch 118/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.011 Epoch 40 Batch 119/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.013 Epoch 40 Batch 120/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.011 Epoch 40 Batch 121/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.010 Epoch 40 Batch 122/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.013 Epoch 40 Batch 123/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.014 Epoch 40 Batch 124/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 40 Batch 125/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 40 Batch 126/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.012 Epoch 40 Batch 127/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.013 Epoch 40 Batch 128/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.014 Epoch 40 Batch 129/269 - Train Accuracy: 0.960, Validation Accuracy: 0.965, Loss: 0.014 Epoch 40 Batch 130/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.014 Epoch 40 Batch 131/269 - Train Accuracy: 0.958, Validation Accuracy: 0.963, Loss: 0.018 Epoch 40 Batch 132/269 - Train Accuracy: 0.952, Validation Accuracy: 0.963, Loss: 0.018 Epoch 40 Batch 133/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.012 Epoch 40 Batch 134/269 - Train Accuracy: 0.958, Validation Accuracy: 0.963, Loss: 0.012 Epoch 40 Batch 135/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 40 Batch 136/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.016 Epoch 40 Batch 137/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.014 Epoch 40 Batch 138/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.011 Epoch 40 Batch 139/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 40 Batch 140/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 40 Batch 141/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.014 Epoch 40 Batch 142/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.013 Epoch 40 Batch 143/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.015 Epoch 40 Batch 144/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.010 Epoch 40 Batch 145/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.010 Epoch 40 Batch 146/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.012 Epoch 40 Batch 147/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.014 Epoch 40 Batch 148/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.013 Epoch 40 Batch 149/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.015 Epoch 40 Batch 150/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 40 Batch 151/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.014 Epoch 40 Batch 152/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.014 Epoch 40 Batch 153/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.013 Epoch 40 Batch 154/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.014 Epoch 40 Batch 155/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.017 Epoch 40 Batch 156/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.012 Epoch 40 Batch 157/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.012 Epoch 40 Batch 158/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.014 Epoch 40 Batch 159/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 40 Batch 160/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.012 Epoch 40 Batch 161/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.011 Epoch 40 Batch 162/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 40 Batch 163/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.011 Epoch 40 Batch 164/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 40 Batch 165/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 40 Batch 166/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.012 Epoch 40 Batch 167/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.015 Epoch 40 Batch 168/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 40 Batch 169/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.010 Epoch 40 Batch 170/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.012 Epoch 40 Batch 171/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.011 Epoch 40 Batch 172/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.011 Epoch 40 Batch 173/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.010 Epoch 40 Batch 174/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 40 Batch 175/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.020 Epoch 40 Batch 176/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 40 Batch 177/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 40 Batch 178/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 40 Batch 179/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 40 Batch 180/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 40 Batch 181/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.015 Epoch 40 Batch 182/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 40 Batch 183/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 40 Batch 184/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.011 Epoch 40 Batch 185/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 40 Batch 186/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.011 Epoch 40 Batch 187/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 40 Batch 188/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 40 Batch 189/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.010 Epoch 40 Batch 190/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.010 Epoch 40 Batch 191/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.011 Epoch 40 Batch 192/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.008 Epoch 40 Batch 193/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.009 Epoch 40 Batch 194/269 - Train Accuracy: 0.972, Validation Accuracy: 0.955, Loss: 0.010 Epoch 40 Batch 195/269 - Train Accuracy: 0.970, Validation Accuracy: 0.955, Loss: 0.012 Epoch 40 Batch 196/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.014 Epoch 40 Batch 197/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.009 Epoch 40 Batch 198/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.012 Epoch 40 Batch 199/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.012 Epoch 40 Batch 200/269 - Train Accuracy: 0.976, Validation Accuracy: 0.953, Loss: 0.009 Epoch 40 Batch 201/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.011 Epoch 40 Batch 202/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.013 Epoch 40 Batch 203/269 - Train Accuracy: 0.964, Validation Accuracy: 0.954, Loss: 0.015 Epoch 40 Batch 204/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.012 Epoch 40 Batch 205/269 - Train Accuracy: 0.972, Validation Accuracy: 0.954, Loss: 0.011 Epoch 40 Batch 206/269 - Train Accuracy: 0.961, Validation Accuracy: 0.953, Loss: 0.014 Epoch 40 Batch 207/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.011 Epoch 40 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.952, Loss: 0.013 Epoch 40 Batch 209/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.012 Epoch 40 Batch 210/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.012 Epoch 40 Batch 211/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.015 Epoch 40 Batch 212/269 - Train Accuracy: 0.960, Validation Accuracy: 0.957, Loss: 0.015 Epoch 40 Batch 213/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.010 Epoch 40 Batch 214/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 40 Batch 215/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.011 Epoch 40 Batch 216/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.016 Epoch 40 Batch 217/269 - Train Accuracy: 0.955, Validation Accuracy: 0.961, Loss: 0.014 Epoch 40 Batch 218/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.010 Epoch 40 Batch 219/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.013 Epoch 40 Batch 220/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.012 Epoch 40 Batch 221/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.014 Epoch 40 Batch 222/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.011 Epoch 40 Batch 223/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.008 Epoch 40 Batch 224/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.015 Epoch 40 Batch 225/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.013 Epoch 40 Batch 226/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.010 Epoch 40 Batch 227/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.015 Epoch 40 Batch 228/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 40 Batch 229/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 40 Batch 230/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 40 Batch 231/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.016 Epoch 40 Batch 232/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 40 Batch 233/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.012 Epoch 40 Batch 234/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.011 Epoch 40 Batch 235/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.009 Epoch 40 Batch 236/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 40 Batch 237/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.013 Epoch 40 Batch 238/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.010 Epoch 40 Batch 239/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 40 Batch 240/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.011 Epoch 40 Batch 241/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.013 Epoch 40 Batch 242/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 40 Batch 243/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.010 Epoch 40 Batch 244/269 - Train Accuracy: 0.962, Validation Accuracy: 0.964, Loss: 0.011 Epoch 40 Batch 245/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.011 Epoch 40 Batch 246/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.015 Epoch 40 Batch 247/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.014 Epoch 40 Batch 248/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.011 Epoch 40 Batch 249/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.011 Epoch 40 Batch 250/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.015 Epoch 40 Batch 251/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.012 Epoch 40 Batch 252/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.008 Epoch 40 Batch 253/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.012 Epoch 40 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.014 Epoch 40 Batch 255/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 40 Batch 256/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.012 Epoch 40 Batch 257/269 - Train Accuracy: 0.959, Validation Accuracy: 0.962, Loss: 0.018 Epoch 40 Batch 258/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.012 Epoch 40 Batch 259/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.013 Epoch 40 Batch 260/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.015 Epoch 40 Batch 261/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.014 Epoch 40 Batch 262/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.013 Epoch 40 Batch 263/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.012 Epoch 40 Batch 264/269 - Train Accuracy: 0.961, Validation Accuracy: 0.965, Loss: 0.014 Epoch 40 Batch 265/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 40 Batch 266/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.010 Epoch 40 Batch 267/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.014 Epoch 41 Batch 0/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.010 Epoch 41 Batch 1/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.016 Epoch 41 Batch 2/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.014 Epoch 41 Batch 3/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 41 Batch 4/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.015 Epoch 41 Batch 5/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.014 Epoch 41 Batch 6/269 - Train Accuracy: 0.973, Validation Accuracy: 0.957, Loss: 0.010 Epoch 41 Batch 7/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.011 Epoch 41 Batch 8/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.013 Epoch 41 Batch 9/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.014 Epoch 41 Batch 10/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.013 Epoch 41 Batch 11/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.015 Epoch 41 Batch 12/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.016 Epoch 41 Batch 13/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.010 Epoch 41 Batch 14/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.010 Epoch 41 Batch 15/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 41 Batch 16/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.019 Epoch 41 Batch 17/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.010 Epoch 41 Batch 18/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.014 Epoch 41 Batch 19/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 20/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.013 Epoch 41 Batch 21/269 - Train Accuracy: 0.957, Validation Accuracy: 0.965, Loss: 0.014 Epoch 41 Batch 22/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 41 Batch 23/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.015 Epoch 41 Batch 24/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.013 Epoch 41 Batch 25/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.014 Epoch 41 Batch 26/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.012 Epoch 41 Batch 27/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.011 Epoch 41 Batch 28/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.011 Epoch 41 Batch 29/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 30/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 31/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.013 Epoch 41 Batch 32/269 - Train Accuracy: 0.974, Validation Accuracy: 0.956, Loss: 0.008 Epoch 41 Batch 33/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.010 Epoch 41 Batch 34/269 - Train Accuracy: 0.960, Validation Accuracy: 0.961, Loss: 0.014 Epoch 41 Batch 35/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.017 Epoch 41 Batch 36/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 41 Batch 37/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 38/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.013 Epoch 41 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.010 Epoch 41 Batch 40/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 41/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.010 Epoch 41 Batch 42/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.011 Epoch 41 Batch 43/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.012 Epoch 41 Batch 44/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 45/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.013 Epoch 41 Batch 46/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 41 Batch 47/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.010 Epoch 41 Batch 48/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.011 Epoch 41 Batch 49/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 41 Batch 50/269 - Train Accuracy: 0.963, Validation Accuracy: 0.968, Loss: 0.015 Epoch 41 Batch 51/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.012 Epoch 41 Batch 52/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.010 Epoch 41 Batch 53/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.012 Epoch 41 Batch 54/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.012 Epoch 41 Batch 55/269 - Train Accuracy: 0.962, Validation Accuracy: 0.968, Loss: 0.013 Epoch 41 Batch 56/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.013 Epoch 41 Batch 57/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.014 Epoch 41 Batch 58/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.013 Epoch 41 Batch 59/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.010 Epoch 41 Batch 60/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.015 Epoch 41 Batch 61/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 62/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 41 Batch 63/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.014 Epoch 41 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 41 Batch 65/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.012 Epoch 41 Batch 66/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.012 Epoch 41 Batch 67/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 68/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.013 Epoch 41 Batch 69/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.012 Epoch 41 Batch 70/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 71/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.014 Epoch 41 Batch 72/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 41 Batch 73/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.011 Epoch 41 Batch 74/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 41 Batch 75/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 76/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.010 Epoch 41 Batch 77/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.012 Epoch 41 Batch 78/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 79/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.011 Epoch 41 Batch 80/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 41 Batch 81/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 41 Batch 82/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.010 Epoch 41 Batch 83/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.012 Epoch 41 Batch 84/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.011 Epoch 41 Batch 85/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.012 Epoch 41 Batch 86/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 41 Batch 87/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.013 Epoch 41 Batch 88/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.013 Epoch 41 Batch 89/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 41 Batch 90/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.012 Epoch 41 Batch 91/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 41 Batch 92/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 41 Batch 93/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.012 Epoch 41 Batch 94/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.014 Epoch 41 Batch 95/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.012 Epoch 41 Batch 96/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.014 Epoch 41 Batch 97/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.012 Epoch 41 Batch 98/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.014 Epoch 41 Batch 99/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.014 Epoch 41 Batch 100/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.012 Epoch 41 Batch 101/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.015 Epoch 41 Batch 102/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.011 Epoch 41 Batch 103/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.012 Epoch 41 Batch 104/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.014 Epoch 41 Batch 105/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.012 Epoch 41 Batch 106/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 41 Batch 107/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.014 Epoch 41 Batch 108/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.014 Epoch 41 Batch 109/269 - Train Accuracy: 0.962, Validation Accuracy: 0.953, Loss: 0.014 Epoch 41 Batch 110/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.014 Epoch 41 Batch 111/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.015 Epoch 41 Batch 112/269 - Train Accuracy: 0.958, Validation Accuracy: 0.959, Loss: 0.013 Epoch 41 Batch 113/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.013 Epoch 41 Batch 114/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.016 Epoch 41 Batch 115/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.015 Epoch 41 Batch 116/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.012 Epoch 41 Batch 117/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.011 Epoch 41 Batch 118/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.012 Epoch 41 Batch 119/269 - Train Accuracy: 0.960, Validation Accuracy: 0.963, Loss: 0.017 Epoch 41 Batch 120/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.015 Epoch 41 Batch 121/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.014 Epoch 41 Batch 122/269 - Train Accuracy: 0.958, Validation Accuracy: 0.962, Loss: 0.015 Epoch 41 Batch 123/269 - Train Accuracy: 0.962, Validation Accuracy: 0.964, Loss: 0.015 Epoch 41 Batch 124/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.016 Epoch 41 Batch 125/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.011 Epoch 41 Batch 126/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.019 Epoch 41 Batch 127/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.016 Epoch 41 Batch 128/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.016 Epoch 41 Batch 129/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.015 Epoch 41 Batch 130/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.017 Epoch 41 Batch 131/269 - Train Accuracy: 0.956, Validation Accuracy: 0.963, Loss: 0.019 Epoch 41 Batch 132/269 - Train Accuracy: 0.959, Validation Accuracy: 0.965, Loss: 0.017 Epoch 41 Batch 133/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.014 Epoch 41 Batch 134/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.016 Epoch 41 Batch 135/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.016 Epoch 41 Batch 136/269 - Train Accuracy: 0.955, Validation Accuracy: 0.959, Loss: 0.017 Epoch 41 Batch 137/269 - Train Accuracy: 0.956, Validation Accuracy: 0.963, Loss: 0.015 Epoch 41 Batch 138/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.015 Epoch 41 Batch 139/269 - Train Accuracy: 0.958, Validation Accuracy: 0.968, Loss: 0.015 Epoch 41 Batch 140/269 - Train Accuracy: 0.962, Validation Accuracy: 0.966, Loss: 0.012 Epoch 41 Batch 141/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.018 Epoch 41 Batch 142/269 - Train Accuracy: 0.960, Validation Accuracy: 0.966, Loss: 0.013 Epoch 41 Batch 143/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.017 Epoch 41 Batch 144/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 41 Batch 145/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.010 Epoch 41 Batch 146/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.014 Epoch 41 Batch 147/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.015 Epoch 41 Batch 148/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.017 Epoch 41 Batch 149/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.015 Epoch 41 Batch 150/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.014 Epoch 41 Batch 151/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.012 Epoch 41 Batch 152/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 41 Batch 153/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.013 Epoch 41 Batch 154/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.018 Epoch 41 Batch 155/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.014 Epoch 41 Batch 156/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.013 Epoch 41 Batch 157/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.014 Epoch 41 Batch 158/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.015 Epoch 41 Batch 159/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.016 Epoch 41 Batch 160/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.014 Epoch 41 Batch 161/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 41 Batch 162/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.013 Epoch 41 Batch 163/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.014 Epoch 41 Batch 164/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.013 Epoch 41 Batch 165/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.013 Epoch 41 Batch 166/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.014 Epoch 41 Batch 167/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.016 Epoch 41 Batch 168/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.014 Epoch 41 Batch 169/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.014 Epoch 41 Batch 170/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.019 Epoch 41 Batch 171/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.013 Epoch 41 Batch 172/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.015 Epoch 41 Batch 173/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.011 Epoch 41 Batch 174/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 41 Batch 175/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.018 Epoch 41 Batch 176/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 41 Batch 177/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 41 Batch 178/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 41 Batch 179/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.013 Epoch 41 Batch 180/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 41 Batch 181/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.019 Epoch 41 Batch 182/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.013 Epoch 41 Batch 183/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.007 Epoch 41 Batch 184/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.015 Epoch 41 Batch 185/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.016 Epoch 41 Batch 186/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.013 Epoch 41 Batch 187/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.014 Epoch 41 Batch 188/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.015 Epoch 41 Batch 189/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.013 Epoch 41 Batch 190/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.017 Epoch 41 Batch 191/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 41 Batch 192/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 41 Batch 193/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 41 Batch 194/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.010 Epoch 41 Batch 195/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 41 Batch 196/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 197/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.012 Epoch 41 Batch 198/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.012 Epoch 41 Batch 199/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 200/269 - Train Accuracy: 0.980, Validation Accuracy: 0.960, Loss: 0.010 Epoch 41 Batch 201/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 202/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.012 Epoch 41 Batch 203/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.018 Epoch 41 Batch 204/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.009 Epoch 41 Batch 205/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.010 Epoch 41 Batch 206/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.014 Epoch 41 Batch 207/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.012 Epoch 41 Batch 208/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 41 Batch 209/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.014 Epoch 41 Batch 210/269 - Train Accuracy: 0.973, Validation Accuracy: 0.957, Loss: 0.013 Epoch 41 Batch 211/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.013 Epoch 41 Batch 212/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.014 Epoch 41 Batch 213/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.010 Epoch 41 Batch 214/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.013 Epoch 41 Batch 215/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.012 Epoch 41 Batch 216/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.015 Epoch 41 Batch 217/269 - Train Accuracy: 0.955, Validation Accuracy: 0.954, Loss: 0.013 Epoch 41 Batch 218/269 - Train Accuracy: 0.974, Validation Accuracy: 0.955, Loss: 0.013 Epoch 41 Batch 219/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.013 Epoch 41 Batch 220/269 - Train Accuracy: 0.969, Validation Accuracy: 0.953, Loss: 0.011 Epoch 41 Batch 221/269 - Train Accuracy: 0.959, Validation Accuracy: 0.954, Loss: 0.012 Epoch 41 Batch 222/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.013 Epoch 41 Batch 223/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.011 Epoch 41 Batch 224/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.016 Epoch 41 Batch 225/269 - Train Accuracy: 0.959, Validation Accuracy: 0.959, Loss: 0.012 Epoch 41 Batch 226/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.014 Epoch 41 Batch 227/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.013 Epoch 41 Batch 228/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.009 Epoch 41 Batch 229/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.011 Epoch 41 Batch 230/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.011 Epoch 41 Batch 231/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.014 Epoch 41 Batch 232/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.014 Epoch 41 Batch 233/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.015 Epoch 41 Batch 234/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.010 Epoch 41 Batch 235/269 - Train Accuracy: 0.980, Validation Accuracy: 0.959, Loss: 0.010 Epoch 41 Batch 236/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 41 Batch 237/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.012 Epoch 41 Batch 238/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 41 Batch 239/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 41 Batch 240/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 41 Batch 241/269 - Train Accuracy: 0.959, Validation Accuracy: 0.964, Loss: 0.013 Epoch 41 Batch 242/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.011 Epoch 41 Batch 243/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 41 Batch 244/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.012 Epoch 41 Batch 245/269 - Train Accuracy: 0.956, Validation Accuracy: 0.958, Loss: 0.012 Epoch 41 Batch 246/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.014 Epoch 41 Batch 247/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.013 Epoch 41 Batch 248/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 41 Batch 249/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.013 Epoch 41 Batch 250/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.015 Epoch 41 Batch 251/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 41 Batch 252/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.008 Epoch 41 Batch 253/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.014 Epoch 41 Batch 254/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.015 Epoch 41 Batch 255/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.011 Epoch 41 Batch 256/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.013 Epoch 41 Batch 257/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.013 Epoch 41 Batch 258/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 41 Batch 259/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.012 Epoch 41 Batch 260/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.012 Epoch 41 Batch 261/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.010 Epoch 41 Batch 262/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.014 Epoch 41 Batch 263/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.014 Epoch 41 Batch 264/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.014 Epoch 41 Batch 265/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.011 Epoch 41 Batch 266/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 41 Batch 267/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.012 Epoch 42 Batch 0/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 42 Batch 1/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.013 Epoch 42 Batch 2/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.012 Epoch 42 Batch 3/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 42 Batch 4/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.012 Epoch 42 Batch 5/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 42 Batch 6/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 42 Batch 7/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.012 Epoch 42 Batch 8/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 42 Batch 9/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 42 Batch 10/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.012 Epoch 42 Batch 11/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.013 Epoch 42 Batch 12/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.017 Epoch 42 Batch 13/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.009 Epoch 42 Batch 14/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.013 Epoch 42 Batch 15/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.009 Epoch 42 Batch 16/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.015 Epoch 42 Batch 17/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.009 Epoch 42 Batch 18/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.012 Epoch 42 Batch 19/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 42 Batch 20/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 42 Batch 21/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.015 Epoch 42 Batch 22/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.012 Epoch 42 Batch 23/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.016 Epoch 42 Batch 24/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.011 Epoch 42 Batch 25/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.016 Epoch 42 Batch 26/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.010 Epoch 42 Batch 27/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.014 Epoch 42 Batch 28/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.009 Epoch 42 Batch 29/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.014 Epoch 42 Batch 30/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.012 Epoch 42 Batch 31/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.020 Epoch 42 Batch 32/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 42 Batch 33/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.010 Epoch 42 Batch 34/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.019 Epoch 42 Batch 35/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.020 Epoch 42 Batch 36/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 42 Batch 37/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.011 Epoch 42 Batch 38/269 - Train Accuracy: 0.959, Validation Accuracy: 0.960, Loss: 0.014 Epoch 42 Batch 39/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.013 Epoch 42 Batch 40/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.016 Epoch 42 Batch 41/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.011 Epoch 42 Batch 42/269 - Train Accuracy: 0.974, Validation Accuracy: 0.954, Loss: 0.013 Epoch 42 Batch 43/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.015 Epoch 42 Batch 44/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.018 Epoch 42 Batch 45/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.012 Epoch 42 Batch 46/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.008 Epoch 42 Batch 47/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.010 Epoch 42 Batch 48/269 - Train Accuracy: 0.958, Validation Accuracy: 0.960, Loss: 0.012 Epoch 42 Batch 49/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.011 Epoch 42 Batch 50/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.015 Epoch 42 Batch 51/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.014 Epoch 42 Batch 52/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.012 Epoch 42 Batch 53/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.011 Epoch 42 Batch 54/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.012 Epoch 42 Batch 55/269 - Train Accuracy: 0.958, Validation Accuracy: 0.956, Loss: 0.015 Epoch 42 Batch 56/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.012 Epoch 42 Batch 57/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.019 Epoch 42 Batch 58/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.013 Epoch 42 Batch 59/269 - Train Accuracy: 0.976, Validation Accuracy: 0.954, Loss: 0.008 Epoch 42 Batch 60/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.013 Epoch 42 Batch 61/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.014 Epoch 42 Batch 62/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.013 Epoch 42 Batch 63/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.013 Epoch 42 Batch 64/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.010 Epoch 42 Batch 65/269 - Train Accuracy: 0.970, Validation Accuracy: 0.955, Loss: 0.011 Epoch 42 Batch 66/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.012 Epoch 42 Batch 67/269 - Train Accuracy: 0.965, Validation Accuracy: 0.951, Loss: 0.014 Epoch 42 Batch 68/269 - Train Accuracy: 0.968, Validation Accuracy: 0.951, Loss: 0.013 Epoch 42 Batch 69/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.014 Epoch 42 Batch 70/269 - Train Accuracy: 0.971, Validation Accuracy: 0.953, Loss: 0.013 Epoch 42 Batch 71/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.015 Epoch 42 Batch 72/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.013 Epoch 42 Batch 73/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.013 Epoch 42 Batch 74/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.014 Epoch 42 Batch 75/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.012 Epoch 42 Batch 76/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.013 Epoch 42 Batch 77/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.012 Epoch 42 Batch 78/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.014 Epoch 42 Batch 79/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.014 Epoch 42 Batch 80/269 - Train Accuracy: 0.972, Validation Accuracy: 0.955, Loss: 0.011 Epoch 42 Batch 81/269 - Train Accuracy: 0.974, Validation Accuracy: 0.954, Loss: 0.014 Epoch 42 Batch 82/269 - Train Accuracy: 0.971, Validation Accuracy: 0.954, Loss: 0.012 Epoch 42 Batch 83/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.015 Epoch 42 Batch 84/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.014 Epoch 42 Batch 85/269 - Train Accuracy: 0.970, Validation Accuracy: 0.952, Loss: 0.013 Epoch 42 Batch 86/269 - Train Accuracy: 0.972, Validation Accuracy: 0.953, Loss: 0.013 Epoch 42 Batch 87/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.013 Epoch 42 Batch 88/269 - Train Accuracy: 0.973, Validation Accuracy: 0.954, Loss: 0.013 Epoch 42 Batch 89/269 - Train Accuracy: 0.972, Validation Accuracy: 0.954, Loss: 0.011 Epoch 42 Batch 90/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.012 Epoch 42 Batch 91/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.012 Epoch 42 Batch 92/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.012 Epoch 42 Batch 93/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.011 Epoch 42 Batch 94/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.016 Epoch 42 Batch 95/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 42 Batch 96/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.014 Epoch 42 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.012 Epoch 42 Batch 98/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.014 Epoch 42 Batch 99/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.012 Epoch 42 Batch 100/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.015 Epoch 42 Batch 101/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.016 Epoch 42 Batch 102/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.012 Epoch 42 Batch 103/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.014 Epoch 42 Batch 104/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.012 Epoch 42 Batch 105/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.014 Epoch 42 Batch 106/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.014 Epoch 42 Batch 107/269 - Train Accuracy: 0.962, Validation Accuracy: 0.965, Loss: 0.014 Epoch 42 Batch 108/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 42 Batch 109/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.016 Epoch 42 Batch 110/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.011 Epoch 42 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.012 Epoch 42 Batch 112/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.012 Epoch 42 Batch 113/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.013 Epoch 42 Batch 114/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.010 Epoch 42 Batch 115/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.010 Epoch 42 Batch 116/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.013 Epoch 42 Batch 117/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.011 Epoch 42 Batch 118/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.012 Epoch 42 Batch 119/269 - Train Accuracy: 0.958, Validation Accuracy: 0.964, Loss: 0.013 Epoch 42 Batch 120/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 42 Batch 121/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 42 Batch 122/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.012 Epoch 42 Batch 123/269 - Train Accuracy: 0.962, Validation Accuracy: 0.965, Loss: 0.013 Epoch 42 Batch 124/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 42 Batch 125/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 42 Batch 126/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.013 Epoch 42 Batch 127/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.013 Epoch 42 Batch 128/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.014 Epoch 42 Batch 129/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.014 Epoch 42 Batch 130/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.013 Epoch 42 Batch 131/269 - Train Accuracy: 0.961, Validation Accuracy: 0.965, Loss: 0.015 Epoch 42 Batch 132/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.014 Epoch 42 Batch 133/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.012 Epoch 42 Batch 134/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.013 Epoch 42 Batch 135/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 42 Batch 136/269 - Train Accuracy: 0.958, Validation Accuracy: 0.964, Loss: 0.016 Epoch 42 Batch 137/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.013 Epoch 42 Batch 138/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.013 Epoch 42 Batch 139/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 42 Batch 140/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.009 Epoch 42 Batch 141/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 42 Batch 142/269 - Train Accuracy: 0.958, Validation Accuracy: 0.964, Loss: 0.016 Epoch 42 Batch 143/269 - Train Accuracy: 0.958, Validation Accuracy: 0.964, Loss: 0.014 Epoch 42 Batch 144/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.011 Epoch 42 Batch 145/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.009 Epoch 42 Batch 146/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 42 Batch 147/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.013 Epoch 42 Batch 148/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.013 Epoch 42 Batch 149/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.016 Epoch 42 Batch 150/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.013 Epoch 42 Batch 151/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.012 Epoch 42 Batch 152/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 42 Batch 153/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.011 Epoch 42 Batch 154/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.012 Epoch 42 Batch 155/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.014 Epoch 42 Batch 156/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.015 Epoch 42 Batch 157/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 42 Batch 158/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 42 Batch 159/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 42 Batch 160/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.010 Epoch 42 Batch 161/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.013 Epoch 42 Batch 162/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.011 Epoch 42 Batch 163/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.012 Epoch 42 Batch 164/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 42 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.011 Epoch 42 Batch 166/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.013 Epoch 42 Batch 167/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.013 Epoch 42 Batch 168/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.017 Epoch 42 Batch 169/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.013 Epoch 42 Batch 170/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.013 Epoch 42 Batch 171/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.016 Epoch 42 Batch 172/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 42 Batch 173/269 - Train Accuracy: 0.956, Validation Accuracy: 0.960, Loss: 0.012 Epoch 42 Batch 174/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 42 Batch 175/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.017 Epoch 42 Batch 176/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 42 Batch 177/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 42 Batch 178/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.013 Epoch 42 Batch 179/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.012 Epoch 42 Batch 180/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.012 Epoch 42 Batch 181/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.015 Epoch 42 Batch 182/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 42 Batch 183/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 42 Batch 184/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.011 Epoch 42 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.012 Epoch 42 Batch 186/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.009 Epoch 42 Batch 187/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.014 Epoch 42 Batch 188/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 42 Batch 189/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.013 Epoch 42 Batch 190/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 42 Batch 191/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 42 Batch 192/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 42 Batch 193/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 42 Batch 194/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.012 Epoch 42 Batch 195/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.010 Epoch 42 Batch 196/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.013 Epoch 42 Batch 197/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.012 Epoch 42 Batch 198/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.013 Epoch 42 Batch 199/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 42 Batch 200/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.012 Epoch 42 Batch 201/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.010 Epoch 42 Batch 202/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.015 Epoch 42 Batch 203/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.015 Epoch 42 Batch 204/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.011 Epoch 42 Batch 205/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.014 Epoch 42 Batch 206/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.015 Epoch 42 Batch 207/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.013 Epoch 42 Batch 208/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.012 Epoch 42 Batch 209/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.013 Epoch 42 Batch 210/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.014 Epoch 42 Batch 211/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.011 Epoch 42 Batch 212/269 - Train Accuracy: 0.959, Validation Accuracy: 0.960, Loss: 0.017 Epoch 42 Batch 213/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 42 Batch 214/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.012 Epoch 42 Batch 215/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.012 Epoch 42 Batch 216/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.012 Epoch 42 Batch 217/269 - Train Accuracy: 0.957, Validation Accuracy: 0.955, Loss: 0.015 Epoch 42 Batch 218/269 - Train Accuracy: 0.979, Validation Accuracy: 0.955, Loss: 0.010 Epoch 42 Batch 219/269 - Train Accuracy: 0.977, Validation Accuracy: 0.955, Loss: 0.012 Epoch 42 Batch 220/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.012 Epoch 42 Batch 221/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.014 Epoch 42 Batch 222/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.011 Epoch 42 Batch 223/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.009 Epoch 42 Batch 224/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.014 Epoch 42 Batch 225/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.011 Epoch 42 Batch 226/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.014 Epoch 42 Batch 227/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.012 Epoch 42 Batch 228/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.011 Epoch 42 Batch 229/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.011 Epoch 42 Batch 230/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 42 Batch 231/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.012 Epoch 42 Batch 232/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.012 Epoch 42 Batch 233/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.016 Epoch 42 Batch 234/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.013 Epoch 42 Batch 235/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.011 Epoch 42 Batch 236/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.017 Epoch 42 Batch 237/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.012 Epoch 42 Batch 238/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 42 Batch 239/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 42 Batch 240/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.012 Epoch 42 Batch 241/269 - Train Accuracy: 0.961, Validation Accuracy: 0.964, Loss: 0.015 Epoch 42 Batch 242/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 42 Batch 243/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 42 Batch 244/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.014 Epoch 42 Batch 245/269 - Train Accuracy: 0.960, Validation Accuracy: 0.964, Loss: 0.013 Epoch 42 Batch 246/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.014 Epoch 42 Batch 247/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.016 Epoch 42 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 42 Batch 249/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.013 Epoch 42 Batch 250/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.012 Epoch 42 Batch 251/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 42 Batch 252/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.007 Epoch 42 Batch 253/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 42 Batch 254/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.014 Epoch 42 Batch 255/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.014 Epoch 42 Batch 256/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.016 Epoch 42 Batch 257/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.015 Epoch 42 Batch 258/269 - Train Accuracy: 0.971, Validation Accuracy: 0.954, Loss: 0.010 Epoch 42 Batch 259/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.013 Epoch 42 Batch 260/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.015 Epoch 42 Batch 261/269 - Train Accuracy: 0.975, Validation Accuracy: 0.957, Loss: 0.011 Epoch 42 Batch 262/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.015 Epoch 42 Batch 263/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.011 Epoch 42 Batch 264/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.012 Epoch 42 Batch 265/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.014 Epoch 42 Batch 266/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 42 Batch 267/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.011 Epoch 43 Batch 0/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.010 Epoch 43 Batch 1/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.012 Epoch 43 Batch 2/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.015 Epoch 43 Batch 3/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.010 Epoch 43 Batch 4/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.015 Epoch 43 Batch 5/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.014 Epoch 43 Batch 6/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 43 Batch 7/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.011 Epoch 43 Batch 8/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.014 Epoch 43 Batch 9/269 - Train Accuracy: 0.963, Validation Accuracy: 0.968, Loss: 0.011 Epoch 43 Batch 10/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 43 Batch 11/269 - Train Accuracy: 0.965, Validation Accuracy: 0.970, Loss: 0.016 Epoch 43 Batch 12/269 - Train Accuracy: 0.961, Validation Accuracy: 0.970, Loss: 0.018 Epoch 43 Batch 13/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.011 Epoch 43 Batch 14/269 - Train Accuracy: 0.966, Validation Accuracy: 0.971, Loss: 0.010 Epoch 43 Batch 15/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 43 Batch 16/269 - Train Accuracy: 0.960, Validation Accuracy: 0.966, Loss: 0.014 Epoch 43 Batch 17/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.014 Epoch 43 Batch 18/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.015 Epoch 43 Batch 19/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 43 Batch 20/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.011 Epoch 43 Batch 21/269 - Train Accuracy: 0.965, Validation Accuracy: 0.969, Loss: 0.015 Epoch 43 Batch 22/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.013 Epoch 43 Batch 23/269 - Train Accuracy: 0.962, Validation Accuracy: 0.969, Loss: 0.017 Epoch 43 Batch 24/269 - Train Accuracy: 0.962, Validation Accuracy: 0.964, Loss: 0.016 Epoch 43 Batch 25/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.014 Epoch 43 Batch 26/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.011 Epoch 43 Batch 27/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.012 Epoch 43 Batch 28/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.014 Epoch 43 Batch 29/269 - Train Accuracy: 0.976, Validation Accuracy: 0.955, Loss: 0.013 Epoch 43 Batch 30/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.013 Epoch 43 Batch 31/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.012 Epoch 43 Batch 32/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.009 Epoch 43 Batch 33/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.011 Epoch 43 Batch 34/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.015 Epoch 43 Batch 35/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.017 Epoch 43 Batch 36/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 43 Batch 37/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.012 Epoch 43 Batch 38/269 - Train Accuracy: 0.953, Validation Accuracy: 0.957, Loss: 0.014 Epoch 43 Batch 39/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 43 Batch 40/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.014 Epoch 43 Batch 41/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.013 Epoch 43 Batch 42/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.013 Epoch 43 Batch 43/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.014 Epoch 43 Batch 44/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.015 Epoch 43 Batch 45/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.014 Epoch 43 Batch 46/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.011 Epoch 43 Batch 47/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.011 Epoch 43 Batch 48/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.011 Epoch 43 Batch 49/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.010 Epoch 43 Batch 50/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.017 Epoch 43 Batch 51/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.014 Epoch 43 Batch 52/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 43 Batch 53/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.014 Epoch 43 Batch 54/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 43 Batch 55/269 - Train Accuracy: 0.958, Validation Accuracy: 0.959, Loss: 0.017 Epoch 43 Batch 56/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.012 Epoch 43 Batch 57/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.013 Epoch 43 Batch 58/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 43 Batch 59/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 43 Batch 60/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.013 Epoch 43 Batch 61/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.014 Epoch 43 Batch 62/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.014 Epoch 43 Batch 63/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.013 Epoch 43 Batch 64/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 43 Batch 65/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 43 Batch 66/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.012 Epoch 43 Batch 67/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.013 Epoch 43 Batch 68/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.012 Epoch 43 Batch 69/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.015 Epoch 43 Batch 70/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.011 Epoch 43 Batch 71/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.015 Epoch 43 Batch 72/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.010 Epoch 43 Batch 73/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.012 Epoch 43 Batch 74/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 43 Batch 75/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.012 Epoch 43 Batch 76/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.011 Epoch 43 Batch 77/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 43 Batch 78/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.011 Epoch 43 Batch 79/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.014 Epoch 43 Batch 80/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.010 Epoch 43 Batch 81/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.012 Epoch 43 Batch 82/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.011 Epoch 43 Batch 83/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.014 Epoch 43 Batch 84/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.012 Epoch 43 Batch 85/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 43 Batch 86/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 43 Batch 87/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 43 Batch 88/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.012 Epoch 43 Batch 89/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.011 Epoch 43 Batch 90/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.012 Epoch 43 Batch 91/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.012 Epoch 43 Batch 92/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.010 Epoch 43 Batch 93/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.010 Epoch 43 Batch 94/269 - Train Accuracy: 0.959, Validation Accuracy: 0.958, Loss: 0.016 Epoch 43 Batch 95/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.009 Epoch 43 Batch 96/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.010 Epoch 43 Batch 97/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.014 Epoch 43 Batch 98/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.014 Epoch 43 Batch 99/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.012 Epoch 43 Batch 100/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.015 Epoch 43 Batch 101/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.014 Epoch 43 Batch 102/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 43 Batch 103/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.013 Epoch 43 Batch 104/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.011 Epoch 43 Batch 105/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.011 Epoch 43 Batch 106/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 43 Batch 107/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.012 Epoch 43 Batch 108/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.010 Epoch 43 Batch 109/269 - Train Accuracy: 0.959, Validation Accuracy: 0.956, Loss: 0.012 Epoch 43 Batch 110/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.010 Epoch 43 Batch 111/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.012 Epoch 43 Batch 112/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.012 Epoch 43 Batch 113/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.011 Epoch 43 Batch 114/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 43 Batch 115/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.014 Epoch 43 Batch 116/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.012 Epoch 43 Batch 117/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 43 Batch 118/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 43 Batch 119/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.015 Epoch 43 Batch 120/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 43 Batch 121/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 43 Batch 122/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.014 Epoch 43 Batch 123/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.012 Epoch 43 Batch 124/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.011 Epoch 43 Batch 125/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 43 Batch 126/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.014 Epoch 43 Batch 127/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 43 Batch 128/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.012 Epoch 43 Batch 129/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.011 Epoch 43 Batch 130/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.013 Epoch 43 Batch 131/269 - Train Accuracy: 0.965, Validation Accuracy: 0.969, Loss: 0.015 Epoch 43 Batch 132/269 - Train Accuracy: 0.959, Validation Accuracy: 0.967, Loss: 0.014 Epoch 43 Batch 133/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 43 Batch 134/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.012 Epoch 43 Batch 135/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 43 Batch 136/269 - Train Accuracy: 0.957, Validation Accuracy: 0.966, Loss: 0.019 Epoch 43 Batch 137/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 43 Batch 138/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.011 Epoch 43 Batch 139/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 43 Batch 140/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.012 Epoch 43 Batch 141/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.012 Epoch 43 Batch 142/269 - Train Accuracy: 0.959, Validation Accuracy: 0.969, Loss: 0.014 Epoch 43 Batch 143/269 - Train Accuracy: 0.960, Validation Accuracy: 0.968, Loss: 0.015 Epoch 43 Batch 144/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.012 Epoch 43 Batch 145/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 43 Batch 146/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.010 Epoch 43 Batch 147/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.013 Epoch 43 Batch 148/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.013 Epoch 43 Batch 149/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.013 Epoch 43 Batch 150/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.013 Epoch 43 Batch 151/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.013 Epoch 43 Batch 152/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 43 Batch 153/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.010 Epoch 43 Batch 154/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.012 Epoch 43 Batch 155/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.016 Epoch 43 Batch 156/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 43 Batch 157/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 43 Batch 158/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.014 Epoch 43 Batch 159/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.011 Epoch 43 Batch 160/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 43 Batch 161/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 43 Batch 162/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.012 Epoch 43 Batch 163/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.012 Epoch 43 Batch 164/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.015 Epoch 43 Batch 165/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.009 Epoch 43 Batch 166/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.010 Epoch 43 Batch 167/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.012 Epoch 43 Batch 168/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.011 Epoch 43 Batch 169/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.016 Epoch 43 Batch 170/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.013 Epoch 43 Batch 171/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 43 Batch 172/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.011 Epoch 43 Batch 173/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.013 Epoch 43 Batch 174/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.011 Epoch 43 Batch 175/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.017 Epoch 43 Batch 176/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.012 Epoch 43 Batch 177/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.010 Epoch 43 Batch 178/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.012 Epoch 43 Batch 179/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.015 Epoch 43 Batch 180/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.012 Epoch 43 Batch 181/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.013 Epoch 43 Batch 182/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.011 Epoch 43 Batch 183/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.012 Epoch 43 Batch 184/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.013 Epoch 43 Batch 185/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 43 Batch 186/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.009 Epoch 43 Batch 187/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.009 Epoch 43 Batch 188/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.011 Epoch 43 Batch 189/269 - Train Accuracy: 0.975, Validation Accuracy: 0.957, Loss: 0.012 Epoch 43 Batch 190/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.012 Epoch 43 Batch 191/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 43 Batch 192/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 43 Batch 193/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 43 Batch 194/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 43 Batch 195/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 43 Batch 196/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.011 Epoch 43 Batch 197/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.011 Epoch 43 Batch 198/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.011 Epoch 43 Batch 199/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.012 Epoch 43 Batch 200/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.012 Epoch 43 Batch 201/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.010 Epoch 43 Batch 202/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.014 Epoch 43 Batch 203/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.015 Epoch 43 Batch 204/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.011 Epoch 43 Batch 205/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 43 Batch 206/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.013 Epoch 43 Batch 207/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.012 Epoch 43 Batch 208/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.011 Epoch 43 Batch 209/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.011 Epoch 43 Batch 210/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 43 Batch 211/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.013 Epoch 43 Batch 212/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.013 Epoch 43 Batch 213/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 43 Batch 214/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.012 Epoch 43 Batch 215/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.013 Epoch 43 Batch 216/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 43 Batch 217/269 - Train Accuracy: 0.959, Validation Accuracy: 0.963, Loss: 0.013 Epoch 43 Batch 218/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 43 Batch 219/269 - Train Accuracy: 0.978, Validation Accuracy: 0.959, Loss: 0.011 Epoch 43 Batch 220/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 43 Batch 221/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.013 Epoch 43 Batch 222/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.010 Epoch 43 Batch 223/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 43 Batch 224/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.019 Epoch 43 Batch 225/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.010 Epoch 43 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.014 Epoch 43 Batch 227/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.012 Epoch 43 Batch 228/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 43 Batch 229/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 43 Batch 230/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 43 Batch 231/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.013 Epoch 43 Batch 232/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.013 Epoch 43 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.016 Epoch 43 Batch 234/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.010 Epoch 43 Batch 235/269 - Train Accuracy: 0.977, Validation Accuracy: 0.956, Loss: 0.010 Epoch 43 Batch 236/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.014 Epoch 43 Batch 237/269 - Train Accuracy: 0.975, Validation Accuracy: 0.955, Loss: 0.012 Epoch 43 Batch 238/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.011 Epoch 43 Batch 239/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.011 Epoch 43 Batch 240/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.012 Epoch 43 Batch 241/269 - Train Accuracy: 0.959, Validation Accuracy: 0.960, Loss: 0.017 Epoch 43 Batch 242/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.011 Epoch 43 Batch 243/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.011 Epoch 43 Batch 244/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.011 Epoch 43 Batch 245/269 - Train Accuracy: 0.959, Validation Accuracy: 0.957, Loss: 0.011 Epoch 43 Batch 246/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.012 Epoch 43 Batch 247/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.013 Epoch 43 Batch 248/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 43 Batch 249/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.012 Epoch 43 Batch 250/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.012 Epoch 43 Batch 251/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 43 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 43 Batch 253/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.012 Epoch 43 Batch 254/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.014 Epoch 43 Batch 255/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 43 Batch 256/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 43 Batch 257/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.015 Epoch 43 Batch 258/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.014 Epoch 43 Batch 259/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 43 Batch 260/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.014 Epoch 43 Batch 261/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.009 Epoch 43 Batch 262/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.012 Epoch 43 Batch 263/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 43 Batch 264/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.013 Epoch 43 Batch 265/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 43 Batch 266/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.011 Epoch 43 Batch 267/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.014 Epoch 44 Batch 0/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 44 Batch 1/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.014 Epoch 44 Batch 2/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.013 Epoch 44 Batch 3/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 44 Batch 4/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.012 Epoch 44 Batch 5/269 - Train Accuracy: 0.961, Validation Accuracy: 0.967, Loss: 0.012 Epoch 44 Batch 6/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.012 Epoch 44 Batch 7/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 44 Batch 8/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.013 Epoch 44 Batch 9/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.014 Epoch 44 Batch 10/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 44 Batch 11/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.013 Epoch 44 Batch 12/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.016 Epoch 44 Batch 13/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 44 Batch 14/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.012 Epoch 44 Batch 15/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.009 Epoch 44 Batch 16/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.019 Epoch 44 Batch 17/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.012 Epoch 44 Batch 18/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.013 Epoch 44 Batch 19/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.013 Epoch 44 Batch 20/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 44 Batch 21/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.015 Epoch 44 Batch 22/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.014 Epoch 44 Batch 23/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.015 Epoch 44 Batch 24/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.014 Epoch 44 Batch 25/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.013 Epoch 44 Batch 26/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.014 Epoch 44 Batch 27/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.013 Epoch 44 Batch 28/269 - Train Accuracy: 0.960, Validation Accuracy: 0.962, Loss: 0.013 Epoch 44 Batch 29/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.014 Epoch 44 Batch 30/269 - Train Accuracy: 0.962, Validation Accuracy: 0.966, Loss: 0.015 Epoch 44 Batch 31/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.013 Epoch 44 Batch 32/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.010 Epoch 44 Batch 33/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.012 Epoch 44 Batch 34/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.012 Epoch 44 Batch 35/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.014 Epoch 44 Batch 36/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.013 Epoch 44 Batch 37/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.014 Epoch 44 Batch 38/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.013 Epoch 44 Batch 39/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.012 Epoch 44 Batch 40/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.013 Epoch 44 Batch 41/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.011 Epoch 44 Batch 42/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.013 Epoch 44 Batch 43/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.011 Epoch 44 Batch 44/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.015 Epoch 44 Batch 45/269 - Train Accuracy: 0.967, Validation Accuracy: 0.953, Loss: 0.012 Epoch 44 Batch 46/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.009 Epoch 44 Batch 47/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.011 Epoch 44 Batch 48/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 44 Batch 49/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 44 Batch 50/269 - Train Accuracy: 0.961, Validation Accuracy: 0.964, Loss: 0.016 Epoch 44 Batch 51/269 - Train Accuracy: 0.965, Validation Accuracy: 0.969, Loss: 0.015 Epoch 44 Batch 52/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.013 Epoch 44 Batch 53/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.012 Epoch 44 Batch 54/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 44 Batch 55/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.012 Epoch 44 Batch 56/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.013 Epoch 44 Batch 57/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.014 Epoch 44 Batch 58/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 44 Batch 59/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 44 Batch 60/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.013 Epoch 44 Batch 61/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 44 Batch 62/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.014 Epoch 44 Batch 63/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.012 Epoch 44 Batch 64/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.010 Epoch 44 Batch 65/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.011 Epoch 44 Batch 66/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.011 Epoch 44 Batch 67/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.017 Epoch 44 Batch 68/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.014 Epoch 44 Batch 69/269 - Train Accuracy: 0.969, Validation Accuracy: 0.950, Loss: 0.014 Epoch 44 Batch 70/269 - Train Accuracy: 0.969, Validation Accuracy: 0.951, Loss: 0.015 Epoch 44 Batch 71/269 - Train Accuracy: 0.971, Validation Accuracy: 0.950, Loss: 0.016 Epoch 44 Batch 72/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.015 Epoch 44 Batch 73/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.015 Epoch 44 Batch 74/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 44 Batch 75/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.014 Epoch 44 Batch 76/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.011 Epoch 44 Batch 77/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.015 Epoch 44 Batch 78/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.013 Epoch 44 Batch 79/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.014 Epoch 44 Batch 80/269 - Train Accuracy: 0.979, Validation Accuracy: 0.958, Loss: 0.012 Epoch 44 Batch 81/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 44 Batch 82/269 - Train Accuracy: 0.978, Validation Accuracy: 0.959, Loss: 0.012 Epoch 44 Batch 83/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.015 Epoch 44 Batch 84/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.012 Epoch 44 Batch 85/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.013 Epoch 44 Batch 86/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 44 Batch 87/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.012 Epoch 44 Batch 88/269 - Train Accuracy: 0.977, Validation Accuracy: 0.958, Loss: 0.010 Epoch 44 Batch 89/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.017 Epoch 44 Batch 90/269 - Train Accuracy: 0.959, Validation Accuracy: 0.961, Loss: 0.020 Epoch 44 Batch 91/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.014 Epoch 44 Batch 92/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 44 Batch 93/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.010 Epoch 44 Batch 94/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.015 Epoch 44 Batch 95/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.011 Epoch 44 Batch 96/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.014 Epoch 44 Batch 97/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.013 Epoch 44 Batch 98/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.013 Epoch 44 Batch 99/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 44 Batch 100/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.013 Epoch 44 Batch 101/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.018 Epoch 44 Batch 102/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.012 Epoch 44 Batch 103/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.016 Epoch 44 Batch 104/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 44 Batch 105/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.012 Epoch 44 Batch 106/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.012 Epoch 44 Batch 107/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.011 Epoch 44 Batch 108/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 44 Batch 109/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.014 Epoch 44 Batch 110/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 44 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.014 Epoch 44 Batch 112/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.013 Epoch 44 Batch 113/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.014 Epoch 44 Batch 114/269 - Train Accuracy: 0.968, Validation Accuracy: 0.953, Loss: 0.014 Epoch 44 Batch 115/269 - Train Accuracy: 0.973, Validation Accuracy: 0.951, Loss: 0.014 Epoch 44 Batch 116/269 - Train Accuracy: 0.972, Validation Accuracy: 0.954, Loss: 0.013 Epoch 44 Batch 117/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.009 Epoch 44 Batch 118/269 - Train Accuracy: 0.972, Validation Accuracy: 0.954, Loss: 0.010 Epoch 44 Batch 119/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.014 Epoch 44 Batch 120/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.011 Epoch 44 Batch 121/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.011 Epoch 44 Batch 122/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.014 Epoch 44 Batch 123/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.014 Epoch 44 Batch 124/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 44 Batch 125/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 44 Batch 126/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.013 Epoch 44 Batch 127/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 44 Batch 128/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.014 Epoch 44 Batch 129/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.015 Epoch 44 Batch 130/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.014 Epoch 44 Batch 131/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.016 Epoch 44 Batch 132/269 - Train Accuracy: 0.961, Validation Accuracy: 0.966, Loss: 0.011 Epoch 44 Batch 133/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 44 Batch 134/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 44 Batch 135/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.012 Epoch 44 Batch 136/269 - Train Accuracy: 0.961, Validation Accuracy: 0.966, Loss: 0.013 Epoch 44 Batch 137/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.016 Epoch 44 Batch 138/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 44 Batch 139/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.014 Epoch 44 Batch 140/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.014 Epoch 44 Batch 141/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.016 Epoch 44 Batch 142/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.014 Epoch 44 Batch 143/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.013 Epoch 44 Batch 144/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 44 Batch 145/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.011 Epoch 44 Batch 146/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.013 Epoch 44 Batch 147/269 - Train Accuracy: 0.970, Validation Accuracy: 0.955, Loss: 0.012 Epoch 44 Batch 148/269 - Train Accuracy: 0.974, Validation Accuracy: 0.955, Loss: 0.013 Epoch 44 Batch 149/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.016 Epoch 44 Batch 150/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.013 Epoch 44 Batch 151/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.013 Epoch 44 Batch 152/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 44 Batch 153/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.014 Epoch 44 Batch 154/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.015 Epoch 44 Batch 155/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 44 Batch 156/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 44 Batch 157/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.013 Epoch 44 Batch 158/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.012 Epoch 44 Batch 159/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.012 Epoch 44 Batch 160/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.012 Epoch 44 Batch 161/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 44 Batch 162/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 44 Batch 163/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.014 Epoch 44 Batch 164/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.015 Epoch 44 Batch 165/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.012 Epoch 44 Batch 166/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 44 Batch 167/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.014 Epoch 44 Batch 168/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 44 Batch 169/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.012 Epoch 44 Batch 170/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.014 Epoch 44 Batch 171/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.013 Epoch 44 Batch 172/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.012 Epoch 44 Batch 173/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.009 Epoch 44 Batch 174/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.014 Epoch 44 Batch 175/269 - Train Accuracy: 0.962, Validation Accuracy: 0.965, Loss: 0.016 Epoch 44 Batch 176/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 44 Batch 177/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 44 Batch 178/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 44 Batch 179/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.011 Epoch 44 Batch 180/269 - Train Accuracy: 0.973, Validation Accuracy: 0.957, Loss: 0.013 Epoch 44 Batch 181/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.013 Epoch 44 Batch 182/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.011 Epoch 44 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.007 Epoch 44 Batch 184/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.012 Epoch 44 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 44 Batch 186/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 44 Batch 187/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.011 Epoch 44 Batch 188/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.011 Epoch 44 Batch 189/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 44 Batch 190/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 44 Batch 191/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 44 Batch 192/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 44 Batch 193/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.011 Epoch 44 Batch 194/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.010 Epoch 44 Batch 195/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.010 Epoch 44 Batch 196/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.013 Epoch 44 Batch 197/269 - Train Accuracy: 0.971, Validation Accuracy: 0.954, Loss: 0.012 Epoch 44 Batch 198/269 - Train Accuracy: 0.966, Validation Accuracy: 0.951, Loss: 0.015 Epoch 44 Batch 199/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.012 Epoch 44 Batch 200/269 - Train Accuracy: 0.974, Validation Accuracy: 0.953, Loss: 0.011 Epoch 44 Batch 201/269 - Train Accuracy: 0.973, Validation Accuracy: 0.953, Loss: 0.010 Epoch 44 Batch 202/269 - Train Accuracy: 0.967, Validation Accuracy: 0.949, Loss: 0.013 Epoch 44 Batch 203/269 - Train Accuracy: 0.961, Validation Accuracy: 0.949, Loss: 0.014 Epoch 44 Batch 204/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.013 Epoch 44 Batch 205/269 - Train Accuracy: 0.973, Validation Accuracy: 0.953, Loss: 0.010 Epoch 44 Batch 206/269 - Train Accuracy: 0.962, Validation Accuracy: 0.955, Loss: 0.015 Epoch 44 Batch 207/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.010 Epoch 44 Batch 208/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.012 Epoch 44 Batch 209/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.011 Epoch 44 Batch 210/269 - Train Accuracy: 0.976, Validation Accuracy: 0.954, Loss: 0.010 Epoch 44 Batch 211/269 - Train Accuracy: 0.972, Validation Accuracy: 0.953, Loss: 0.012 Epoch 44 Batch 212/269 - Train Accuracy: 0.962, Validation Accuracy: 0.954, Loss: 0.014 Epoch 44 Batch 213/269 - Train Accuracy: 0.968, Validation Accuracy: 0.954, Loss: 0.011 Epoch 44 Batch 214/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.011 Epoch 44 Batch 215/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.013 Epoch 44 Batch 216/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.013 Epoch 44 Batch 217/269 - Train Accuracy: 0.957, Validation Accuracy: 0.960, Loss: 0.017 Epoch 44 Batch 218/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 44 Batch 219/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 44 Batch 220/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.013 Epoch 44 Batch 221/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.012 Epoch 44 Batch 222/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.014 Epoch 44 Batch 223/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.013 Epoch 44 Batch 224/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.014 Epoch 44 Batch 225/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.012 Epoch 44 Batch 226/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.012 Epoch 44 Batch 227/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.014 Epoch 44 Batch 228/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.012 Epoch 44 Batch 229/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 44 Batch 230/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 44 Batch 231/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 44 Batch 232/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.013 Epoch 44 Batch 233/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.012 Epoch 44 Batch 234/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.011 Epoch 44 Batch 235/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.007 Epoch 44 Batch 236/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.012 Epoch 44 Batch 237/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 44 Batch 238/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 44 Batch 239/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.017 Epoch 44 Batch 240/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.011 Epoch 44 Batch 241/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.015 Epoch 44 Batch 242/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.012 Epoch 44 Batch 243/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 44 Batch 244/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.011 Epoch 44 Batch 245/269 - Train Accuracy: 0.956, Validation Accuracy: 0.961, Loss: 0.015 Epoch 44 Batch 246/269 - Train Accuracy: 0.961, Validation Accuracy: 0.965, Loss: 0.014 Epoch 44 Batch 247/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.013 Epoch 44 Batch 248/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 44 Batch 249/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.013 Epoch 44 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.012 Epoch 44 Batch 251/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.012 Epoch 44 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 44 Batch 253/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 44 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 44 Batch 255/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 44 Batch 256/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.010 Epoch 44 Batch 257/269 - Train Accuracy: 0.958, Validation Accuracy: 0.962, Loss: 0.014 Epoch 44 Batch 258/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.009 Epoch 44 Batch 259/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.012 Epoch 44 Batch 260/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.013 Epoch 44 Batch 261/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 44 Batch 262/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.015 Epoch 44 Batch 263/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.013 Epoch 44 Batch 264/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.016 Epoch 44 Batch 265/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.013 Epoch 44 Batch 266/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 44 Batch 267/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.013 Epoch 45 Batch 0/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.015 Epoch 45 Batch 1/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.014 Epoch 45 Batch 2/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.012 Epoch 45 Batch 3/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 45 Batch 4/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.017 Epoch 45 Batch 5/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 45 Batch 6/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.013 Epoch 45 Batch 7/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.013 Epoch 45 Batch 8/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.012 Epoch 45 Batch 9/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.016 Epoch 45 Batch 10/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.013 Epoch 45 Batch 11/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.014 Epoch 45 Batch 12/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.018 Epoch 45 Batch 13/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.010 Epoch 45 Batch 14/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.012 Epoch 45 Batch 15/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.008 Epoch 45 Batch 16/269 - Train Accuracy: 0.961, Validation Accuracy: 0.957, Loss: 0.016 Epoch 45 Batch 17/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.013 Epoch 45 Batch 18/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.013 Epoch 45 Batch 19/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.011 Epoch 45 Batch 20/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 45 Batch 21/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.012 Epoch 45 Batch 22/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.014 Epoch 45 Batch 23/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.018 Epoch 45 Batch 24/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.014 Epoch 45 Batch 25/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.012 Epoch 45 Batch 26/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.009 Epoch 45 Batch 27/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.013 Epoch 45 Batch 28/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.014 Epoch 45 Batch 29/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.014 Epoch 45 Batch 30/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.015 Epoch 45 Batch 31/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.017 Epoch 45 Batch 32/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.011 Epoch 45 Batch 33/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.012 Epoch 45 Batch 34/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.010 Epoch 45 Batch 35/269 - Train Accuracy: 0.973, Validation Accuracy: 0.957, Loss: 0.014 Epoch 45 Batch 36/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.015 Epoch 45 Batch 37/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.013 Epoch 45 Batch 38/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.014 Epoch 45 Batch 39/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.009 Epoch 45 Batch 40/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.014 Epoch 45 Batch 41/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.011 Epoch 45 Batch 42/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.015 Epoch 45 Batch 43/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.012 Epoch 45 Batch 44/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.015 Epoch 45 Batch 45/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.015 Epoch 45 Batch 46/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 45 Batch 47/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 45 Batch 48/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.016 Epoch 45 Batch 49/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.011 Epoch 45 Batch 50/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.014 Epoch 45 Batch 51/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 45 Batch 52/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 45 Batch 53/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.012 Epoch 45 Batch 54/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.014 Epoch 45 Batch 55/269 - Train Accuracy: 0.961, Validation Accuracy: 0.965, Loss: 0.013 Epoch 45 Batch 56/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.014 Epoch 45 Batch 57/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.013 Epoch 45 Batch 58/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.013 Epoch 45 Batch 59/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.011 Epoch 45 Batch 60/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.012 Epoch 45 Batch 61/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.014 Epoch 45 Batch 62/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.013 Epoch 45 Batch 63/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.014 Epoch 45 Batch 64/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 45 Batch 65/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.013 Epoch 45 Batch 66/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.014 Epoch 45 Batch 67/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.013 Epoch 45 Batch 68/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.015 Epoch 45 Batch 69/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.012 Epoch 45 Batch 70/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.010 Epoch 45 Batch 71/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 45 Batch 72/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.012 Epoch 45 Batch 73/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.015 Epoch 45 Batch 74/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 45 Batch 75/269 - Train Accuracy: 0.962, Validation Accuracy: 0.964, Loss: 0.014 Epoch 45 Batch 76/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.009 Epoch 45 Batch 77/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.012 Epoch 45 Batch 78/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.015 Epoch 45 Batch 79/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.013 Epoch 45 Batch 80/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.011 Epoch 45 Batch 81/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.014 Epoch 45 Batch 82/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.008 Epoch 45 Batch 83/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.012 Epoch 45 Batch 84/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.014 Epoch 45 Batch 85/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.012 Epoch 45 Batch 86/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.011 Epoch 45 Batch 87/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.011 Epoch 45 Batch 88/269 - Train Accuracy: 0.972, Validation Accuracy: 0.952, Loss: 0.012 Epoch 45 Batch 89/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.012 Epoch 45 Batch 90/269 - Train Accuracy: 0.961, Validation Accuracy: 0.959, Loss: 0.010 Epoch 45 Batch 91/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.011 Epoch 45 Batch 92/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.010 Epoch 45 Batch 93/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.011 Epoch 45 Batch 94/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.015 Epoch 45 Batch 95/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.011 Epoch 45 Batch 96/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 45 Batch 97/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 45 Batch 98/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.015 Epoch 45 Batch 99/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.009 Epoch 45 Batch 100/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.013 Epoch 45 Batch 101/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.014 Epoch 45 Batch 102/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.009 Epoch 45 Batch 103/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.014 Epoch 45 Batch 104/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.011 Epoch 45 Batch 105/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.012 Epoch 45 Batch 106/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.012 Epoch 45 Batch 107/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.012 Epoch 45 Batch 108/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.012 Epoch 45 Batch 109/269 - Train Accuracy: 0.964, Validation Accuracy: 0.953, Loss: 0.015 Epoch 45 Batch 110/269 - Train Accuracy: 0.972, Validation Accuracy: 0.953, Loss: 0.010 Epoch 45 Batch 111/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.012 Epoch 45 Batch 112/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.011 Epoch 45 Batch 113/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.014 Epoch 45 Batch 114/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.012 Epoch 45 Batch 115/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.015 Epoch 45 Batch 116/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.009 Epoch 45 Batch 117/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.010 Epoch 45 Batch 118/269 - Train Accuracy: 0.972, Validation Accuracy: 0.955, Loss: 0.011 Epoch 45 Batch 119/269 - Train Accuracy: 0.965, Validation Accuracy: 0.953, Loss: 0.011 Epoch 45 Batch 120/269 - Train Accuracy: 0.969, Validation Accuracy: 0.952, Loss: 0.014 Epoch 45 Batch 121/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.009 Epoch 45 Batch 122/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.013 Epoch 45 Batch 123/269 - Train Accuracy: 0.958, Validation Accuracy: 0.961, Loss: 0.015 Epoch 45 Batch 124/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 45 Batch 125/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 45 Batch 126/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.009 Epoch 45 Batch 127/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 45 Batch 128/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.012 Epoch 45 Batch 129/269 - Train Accuracy: 0.964, Validation Accuracy: 0.968, Loss: 0.013 Epoch 45 Batch 130/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.012 Epoch 45 Batch 131/269 - Train Accuracy: 0.961, Validation Accuracy: 0.967, Loss: 0.014 Epoch 45 Batch 132/269 - Train Accuracy: 0.959, Validation Accuracy: 0.966, Loss: 0.013 Epoch 45 Batch 133/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.013 Epoch 45 Batch 134/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.011 Epoch 45 Batch 135/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 45 Batch 136/269 - Train Accuracy: 0.958, Validation Accuracy: 0.967, Loss: 0.013 Epoch 45 Batch 137/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 45 Batch 138/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 45 Batch 139/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 45 Batch 140/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.012 Epoch 45 Batch 141/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 45 Batch 142/269 - Train Accuracy: 0.960, Validation Accuracy: 0.964, Loss: 0.013 Epoch 45 Batch 143/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.010 Epoch 45 Batch 144/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 45 Batch 145/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 45 Batch 146/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.009 Epoch 45 Batch 147/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.011 Epoch 45 Batch 148/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.012 Epoch 45 Batch 149/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.012 Epoch 45 Batch 150/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 45 Batch 151/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 45 Batch 152/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 45 Batch 153/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.012 Epoch 45 Batch 154/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.010 Epoch 45 Batch 155/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.011 Epoch 45 Batch 156/269 - Train Accuracy: 0.966, Validation Accuracy: 0.970, Loss: 0.013 Epoch 45 Batch 157/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.013 Epoch 45 Batch 158/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 45 Batch 159/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 45 Batch 160/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 45 Batch 161/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 45 Batch 162/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 45 Batch 163/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.009 Epoch 45 Batch 164/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 45 Batch 165/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 45 Batch 166/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.013 Epoch 45 Batch 167/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.014 Epoch 45 Batch 168/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 45 Batch 169/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.012 Epoch 45 Batch 170/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.015 Epoch 45 Batch 171/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.017 Epoch 45 Batch 172/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.015 Epoch 45 Batch 173/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 45 Batch 174/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.014 Epoch 45 Batch 175/269 - Train Accuracy: 0.961, Validation Accuracy: 0.964, Loss: 0.020 Epoch 45 Batch 176/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.013 Epoch 45 Batch 177/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.015 Epoch 45 Batch 178/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.012 Epoch 45 Batch 179/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.012 Epoch 45 Batch 180/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.014 Epoch 45 Batch 181/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.016 Epoch 45 Batch 182/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.012 Epoch 45 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.012 Epoch 45 Batch 184/269 - Train Accuracy: 0.961, Validation Accuracy: 0.964, Loss: 0.016 Epoch 45 Batch 185/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.015 Epoch 45 Batch 186/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.012 Epoch 45 Batch 187/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.012 Epoch 45 Batch 188/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.014 Epoch 45 Batch 189/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 45 Batch 190/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.012 Epoch 45 Batch 191/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.016 Epoch 45 Batch 192/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 45 Batch 193/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.011 Epoch 45 Batch 194/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.013 Epoch 45 Batch 195/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.015 Epoch 45 Batch 196/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.016 Epoch 45 Batch 197/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 45 Batch 198/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.018 Epoch 45 Batch 199/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.017 Epoch 45 Batch 200/269 - Train Accuracy: 0.980, Validation Accuracy: 0.958, Loss: 0.011 Epoch 45 Batch 201/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.017 Epoch 45 Batch 202/269 - Train Accuracy: 0.966, Validation Accuracy: 0.953, Loss: 0.015 Epoch 45 Batch 203/269 - Train Accuracy: 0.962, Validation Accuracy: 0.948, Loss: 0.022 Epoch 45 Batch 204/269 - Train Accuracy: 0.967, Validation Accuracy: 0.947, Loss: 0.015 Epoch 45 Batch 205/269 - Train Accuracy: 0.972, Validation Accuracy: 0.950, Loss: 0.012 Epoch 45 Batch 206/269 - Train Accuracy: 0.957, Validation Accuracy: 0.951, Loss: 0.018 Epoch 45 Batch 207/269 - Train Accuracy: 0.969, Validation Accuracy: 0.950, Loss: 0.015 Epoch 45 Batch 208/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.016 Epoch 45 Batch 209/269 - Train Accuracy: 0.963, Validation Accuracy: 0.952, Loss: 0.019 Epoch 45 Batch 210/269 - Train Accuracy: 0.973, Validation Accuracy: 0.950, Loss: 0.018 Epoch 45 Batch 211/269 - Train Accuracy: 0.972, Validation Accuracy: 0.954, Loss: 0.018 Epoch 45 Batch 212/269 - Train Accuracy: 0.957, Validation Accuracy: 0.957, Loss: 0.017 Epoch 45 Batch 213/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.016 Epoch 45 Batch 214/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.015 Epoch 45 Batch 215/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.015 Epoch 45 Batch 216/269 - Train Accuracy: 0.957, Validation Accuracy: 0.956, Loss: 0.019 Epoch 45 Batch 217/269 - Train Accuracy: 0.955, Validation Accuracy: 0.954, Loss: 0.020 Epoch 45 Batch 218/269 - Train Accuracy: 0.976, Validation Accuracy: 0.956, Loss: 0.013 Epoch 45 Batch 219/269 - Train Accuracy: 0.977, Validation Accuracy: 0.957, Loss: 0.013 Epoch 45 Batch 220/269 - Train Accuracy: 0.967, Validation Accuracy: 0.952, Loss: 0.013 Epoch 45 Batch 221/269 - Train Accuracy: 0.963, Validation Accuracy: 0.954, Loss: 0.014 Epoch 45 Batch 222/269 - Train Accuracy: 0.971, Validation Accuracy: 0.953, Loss: 0.015 Epoch 45 Batch 223/269 - Train Accuracy: 0.973, Validation Accuracy: 0.954, Loss: 0.014 Epoch 45 Batch 224/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.021 Epoch 45 Batch 225/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.013 Epoch 45 Batch 226/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.017 Epoch 45 Batch 227/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.015 Epoch 45 Batch 228/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 45 Batch 229/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.015 Epoch 45 Batch 230/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 45 Batch 231/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.013 Epoch 45 Batch 232/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.015 Epoch 45 Batch 233/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.014 Epoch 45 Batch 234/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 45 Batch 235/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 45 Batch 236/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 45 Batch 237/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.012 Epoch 45 Batch 238/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.015 Epoch 45 Batch 239/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.013 Epoch 45 Batch 240/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.013 Epoch 45 Batch 241/269 - Train Accuracy: 0.960, Validation Accuracy: 0.962, Loss: 0.016 Epoch 45 Batch 242/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.013 Epoch 45 Batch 243/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.011 Epoch 45 Batch 244/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.009 Epoch 45 Batch 245/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.011 Epoch 45 Batch 246/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.016 Epoch 45 Batch 247/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.015 Epoch 45 Batch 248/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.012 Epoch 45 Batch 249/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.011 Epoch 45 Batch 250/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.016 Epoch 45 Batch 251/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.012 Epoch 45 Batch 252/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.011 Epoch 45 Batch 253/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.012 Epoch 45 Batch 254/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.015 Epoch 45 Batch 255/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.012 Epoch 45 Batch 256/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.014 Epoch 45 Batch 257/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.015 Epoch 45 Batch 258/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.011 Epoch 45 Batch 259/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.011 Epoch 45 Batch 260/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 45 Batch 261/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 45 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.013 Epoch 45 Batch 263/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.010 Epoch 45 Batch 264/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.014 Epoch 45 Batch 265/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 45 Batch 266/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 45 Batch 267/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.012 Epoch 46 Batch 0/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.009 Epoch 46 Batch 1/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 46 Batch 2/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.012 Epoch 46 Batch 3/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 46 Batch 4/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.012 Epoch 46 Batch 5/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 46 Batch 6/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 46 Batch 7/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.013 Epoch 46 Batch 8/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.014 Epoch 46 Batch 9/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.014 Epoch 46 Batch 10/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.015 Epoch 46 Batch 11/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.014 Epoch 46 Batch 12/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.014 Epoch 46 Batch 13/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 46 Batch 14/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 46 Batch 15/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 46 Batch 16/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.016 Epoch 46 Batch 17/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.012 Epoch 46 Batch 18/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.012 Epoch 46 Batch 19/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.011 Epoch 46 Batch 20/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.011 Epoch 46 Batch 21/269 - Train Accuracy: 0.960, Validation Accuracy: 0.958, Loss: 0.012 Epoch 46 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.009 Epoch 46 Batch 23/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.014 Epoch 46 Batch 24/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 46 Batch 25/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.012 Epoch 46 Batch 26/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.009 Epoch 46 Batch 27/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.013 Epoch 46 Batch 28/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.011 Epoch 46 Batch 29/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.012 Epoch 46 Batch 30/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.012 Epoch 46 Batch 31/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 46 Batch 32/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 46 Batch 33/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.010 Epoch 46 Batch 34/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.010 Epoch 46 Batch 35/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.015 Epoch 46 Batch 36/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.011 Epoch 46 Batch 37/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.012 Epoch 46 Batch 38/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.012 Epoch 46 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 46 Batch 40/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.011 Epoch 46 Batch 41/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 46 Batch 42/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 46 Batch 43/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.010 Epoch 46 Batch 44/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.015 Epoch 46 Batch 45/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.015 Epoch 46 Batch 46/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 46 Batch 47/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 46 Batch 48/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 46 Batch 49/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 46 Batch 50/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.013 Epoch 46 Batch 51/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 46 Batch 52/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.011 Epoch 46 Batch 53/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.012 Epoch 46 Batch 54/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.010 Epoch 46 Batch 55/269 - Train Accuracy: 0.961, Validation Accuracy: 0.967, Loss: 0.014 Epoch 46 Batch 56/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.012 Epoch 46 Batch 57/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.014 Epoch 46 Batch 58/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.013 Epoch 46 Batch 59/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 46 Batch 60/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.013 Epoch 46 Batch 61/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.011 Epoch 46 Batch 62/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.011 Epoch 46 Batch 63/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 46 Batch 64/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 46 Batch 65/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 46 Batch 66/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.012 Epoch 46 Batch 67/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.014 Epoch 46 Batch 68/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.013 Epoch 46 Batch 69/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.012 Epoch 46 Batch 70/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.010 Epoch 46 Batch 71/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.017 Epoch 46 Batch 72/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.014 Epoch 46 Batch 73/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.013 Epoch 46 Batch 74/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.011 Epoch 46 Batch 75/269 - Train Accuracy: 0.962, Validation Accuracy: 0.958, Loss: 0.011 Epoch 46 Batch 76/269 - Train Accuracy: 0.962, Validation Accuracy: 0.956, Loss: 0.012 Epoch 46 Batch 77/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.012 Epoch 46 Batch 78/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.012 Epoch 46 Batch 79/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.012 Epoch 46 Batch 80/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.009 Epoch 46 Batch 81/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.014 Epoch 46 Batch 82/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 46 Batch 83/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.013 Epoch 46 Batch 84/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.013 Epoch 46 Batch 85/269 - Train Accuracy: 0.966, Validation Accuracy: 0.952, Loss: 0.011 Epoch 46 Batch 86/269 - Train Accuracy: 0.975, Validation Accuracy: 0.954, Loss: 0.009 Epoch 46 Batch 87/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.012 Epoch 46 Batch 88/269 - Train Accuracy: 0.973, Validation Accuracy: 0.955, Loss: 0.011 Epoch 46 Batch 89/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.010 Epoch 46 Batch 90/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.011 Epoch 46 Batch 91/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.009 Epoch 46 Batch 92/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.010 Epoch 46 Batch 93/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.009 Epoch 46 Batch 94/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.014 Epoch 46 Batch 95/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.011 Epoch 46 Batch 96/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.014 Epoch 46 Batch 97/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 46 Batch 98/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.014 Epoch 46 Batch 99/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.010 Epoch 46 Batch 100/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 46 Batch 101/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.015 Epoch 46 Batch 102/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.008 Epoch 46 Batch 103/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.011 Epoch 46 Batch 104/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.011 Epoch 46 Batch 105/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.010 Epoch 46 Batch 106/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.010 Epoch 46 Batch 107/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.009 Epoch 46 Batch 108/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.010 Epoch 46 Batch 109/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.012 Epoch 46 Batch 110/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 46 Batch 111/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.012 Epoch 46 Batch 112/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 46 Batch 113/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.013 Epoch 46 Batch 114/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 46 Batch 115/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.011 Epoch 46 Batch 116/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 46 Batch 117/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 46 Batch 118/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 46 Batch 119/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.010 Epoch 46 Batch 120/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.009 Epoch 46 Batch 121/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.010 Epoch 46 Batch 122/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.011 Epoch 46 Batch 123/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.011 Epoch 46 Batch 124/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 46 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 46 Batch 126/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.012 Epoch 46 Batch 127/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 46 Batch 128/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 46 Batch 129/269 - Train Accuracy: 0.962, Validation Accuracy: 0.971, Loss: 0.011 Epoch 46 Batch 130/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 46 Batch 131/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.011 Epoch 46 Batch 132/269 - Train Accuracy: 0.953, Validation Accuracy: 0.966, Loss: 0.013 Epoch 46 Batch 133/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 46 Batch 134/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 46 Batch 135/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 46 Batch 136/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.011 Epoch 46 Batch 137/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 46 Batch 138/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 46 Batch 139/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.009 Epoch 46 Batch 140/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 46 Batch 141/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 46 Batch 142/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.011 Epoch 46 Batch 143/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.009 Epoch 46 Batch 144/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 46 Batch 145/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 46 Batch 146/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 46 Batch 147/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 46 Batch 148/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.011 Epoch 46 Batch 149/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 46 Batch 150/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 46 Batch 151/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.011 Epoch 46 Batch 152/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.010 Epoch 46 Batch 153/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.008 Epoch 46 Batch 154/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.014 Epoch 46 Batch 155/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.012 Epoch 46 Batch 156/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 46 Batch 157/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.013 Epoch 46 Batch 158/269 - Train Accuracy: 0.962, Validation Accuracy: 0.968, Loss: 0.010 Epoch 46 Batch 159/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 46 Batch 160/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 46 Batch 161/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.009 Epoch 46 Batch 162/269 - Train Accuracy: 0.978, Validation Accuracy: 0.959, Loss: 0.009 Epoch 46 Batch 163/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.011 Epoch 46 Batch 164/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.012 Epoch 46 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 46 Batch 166/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.012 Epoch 46 Batch 167/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.012 Epoch 46 Batch 168/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.012 Epoch 46 Batch 169/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 46 Batch 170/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.012 Epoch 46 Batch 171/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.013 Epoch 46 Batch 172/269 - Train Accuracy: 0.976, Validation Accuracy: 0.957, Loss: 0.012 Epoch 46 Batch 173/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.008 Epoch 46 Batch 174/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 46 Batch 175/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.015 Epoch 46 Batch 176/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 46 Batch 177/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 46 Batch 178/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.012 Epoch 46 Batch 179/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 46 Batch 180/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 46 Batch 181/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.013 Epoch 46 Batch 182/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 46 Batch 183/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.008 Epoch 46 Batch 184/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.013 Epoch 46 Batch 185/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 46 Batch 186/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.008 Epoch 46 Batch 187/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.009 Epoch 46 Batch 188/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 46 Batch 189/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 46 Batch 190/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 46 Batch 191/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.009 Epoch 46 Batch 192/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.008 Epoch 46 Batch 193/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 46 Batch 194/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.009 Epoch 46 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.011 Epoch 46 Batch 196/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.014 Epoch 46 Batch 197/269 - Train Accuracy: 0.971, Validation Accuracy: 0.953, Loss: 0.009 Epoch 46 Batch 198/269 - Train Accuracy: 0.973, Validation Accuracy: 0.952, Loss: 0.011 Epoch 46 Batch 199/269 - Train Accuracy: 0.973, Validation Accuracy: 0.952, Loss: 0.010 Epoch 46 Batch 200/269 - Train Accuracy: 0.977, Validation Accuracy: 0.952, Loss: 0.008 Epoch 46 Batch 201/269 - Train Accuracy: 0.977, Validation Accuracy: 0.953, Loss: 0.011 Epoch 46 Batch 202/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.011 Epoch 46 Batch 203/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.013 Epoch 46 Batch 204/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.011 Epoch 46 Batch 205/269 - Train Accuracy: 0.976, Validation Accuracy: 0.957, Loss: 0.007 Epoch 46 Batch 206/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.011 Epoch 46 Batch 207/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.009 Epoch 46 Batch 208/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.013 Epoch 46 Batch 209/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 46 Batch 210/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 46 Batch 211/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 46 Batch 212/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.014 Epoch 46 Batch 213/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.011 Epoch 46 Batch 214/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 46 Batch 215/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.013 Epoch 46 Batch 216/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.013 Epoch 46 Batch 217/269 - Train Accuracy: 0.958, Validation Accuracy: 0.959, Loss: 0.018 Epoch 46 Batch 218/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.007 Epoch 46 Batch 219/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.010 Epoch 46 Batch 220/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.011 Epoch 46 Batch 221/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.012 Epoch 46 Batch 222/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.011 Epoch 46 Batch 223/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.009 Epoch 46 Batch 224/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.012 Epoch 46 Batch 225/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.009 Epoch 46 Batch 226/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.013 Epoch 46 Batch 227/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.012 Epoch 46 Batch 228/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.009 Epoch 46 Batch 229/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.012 Epoch 46 Batch 230/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.013 Epoch 46 Batch 231/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.010 Epoch 46 Batch 232/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 46 Batch 233/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 46 Batch 234/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 46 Batch 235/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 46 Batch 236/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 46 Batch 237/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 46 Batch 238/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 46 Batch 239/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.014 Epoch 46 Batch 240/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 46 Batch 241/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.013 Epoch 46 Batch 242/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.010 Epoch 46 Batch 243/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.009 Epoch 46 Batch 244/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.012 Epoch 46 Batch 245/269 - Train Accuracy: 0.956, Validation Accuracy: 0.964, Loss: 0.011 Epoch 46 Batch 246/269 - Train Accuracy: 0.959, Validation Accuracy: 0.964, Loss: 0.013 Epoch 46 Batch 247/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.012 Epoch 46 Batch 248/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 46 Batch 249/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.011 Epoch 46 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.011 Epoch 46 Batch 251/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 46 Batch 252/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 46 Batch 253/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.010 Epoch 46 Batch 254/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.011 Epoch 46 Batch 255/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.012 Epoch 46 Batch 256/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.012 Epoch 46 Batch 257/269 - Train Accuracy: 0.957, Validation Accuracy: 0.954, Loss: 0.015 Epoch 46 Batch 258/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.011 Epoch 46 Batch 259/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.009 Epoch 46 Batch 260/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.010 Epoch 46 Batch 261/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 46 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 46 Batch 263/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.011 Epoch 46 Batch 264/269 - Train Accuracy: 0.960, Validation Accuracy: 0.960, Loss: 0.015 Epoch 46 Batch 265/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.011 Epoch 46 Batch 266/269 - Train Accuracy: 0.970, Validation Accuracy: 0.955, Loss: 0.011 Epoch 46 Batch 267/269 - Train Accuracy: 0.965, Validation Accuracy: 0.956, Loss: 0.011 Epoch 47 Batch 0/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.010 Epoch 47 Batch 1/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 47 Batch 2/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 47 Batch 3/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.013 Epoch 47 Batch 4/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.013 Epoch 47 Batch 5/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.009 Epoch 47 Batch 6/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.011 Epoch 47 Batch 7/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 47 Batch 8/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.013 Epoch 47 Batch 9/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.012 Epoch 47 Batch 10/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.011 Epoch 47 Batch 11/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 47 Batch 12/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.013 Epoch 47 Batch 13/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.009 Epoch 47 Batch 14/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 47 Batch 15/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.007 Epoch 47 Batch 16/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.013 Epoch 47 Batch 17/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.009 Epoch 47 Batch 18/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.010 Epoch 47 Batch 19/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.011 Epoch 47 Batch 20/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.011 Epoch 47 Batch 21/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.010 Epoch 47 Batch 22/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.009 Epoch 47 Batch 23/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.015 Epoch 47 Batch 24/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.011 Epoch 47 Batch 25/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.010 Epoch 47 Batch 26/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.008 Epoch 47 Batch 27/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.009 Epoch 47 Batch 28/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.012 Epoch 47 Batch 29/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.009 Epoch 47 Batch 30/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.014 Epoch 47 Batch 31/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 47 Batch 32/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.005 Epoch 47 Batch 33/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.010 Epoch 47 Batch 34/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 47 Batch 35/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.014 Epoch 47 Batch 36/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 47 Batch 37/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.009 Epoch 47 Batch 38/269 - Train Accuracy: 0.964, Validation Accuracy: 0.956, Loss: 0.012 Epoch 47 Batch 39/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.008 Epoch 47 Batch 40/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.010 Epoch 47 Batch 41/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.010 Epoch 47 Batch 42/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 47 Batch 43/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 47 Batch 44/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 47 Batch 45/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.012 Epoch 47 Batch 46/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 47 Batch 47/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.009 Epoch 47 Batch 48/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.010 Epoch 47 Batch 49/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 47 Batch 50/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.012 Epoch 47 Batch 51/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.012 Epoch 47 Batch 52/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 47 Batch 53/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 47 Batch 54/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.013 Epoch 47 Batch 55/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 47 Batch 56/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.012 Epoch 47 Batch 57/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 47 Batch 58/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.012 Epoch 47 Batch 59/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 47 Batch 60/269 - Train Accuracy: 0.962, Validation Accuracy: 0.968, Loss: 0.013 Epoch 47 Batch 61/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.011 Epoch 47 Batch 62/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 47 Batch 63/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 47 Batch 64/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 47 Batch 65/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 47 Batch 66/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.012 Epoch 47 Batch 67/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.012 Epoch 47 Batch 68/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.011 Epoch 47 Batch 69/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.012 Epoch 47 Batch 70/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.012 Epoch 47 Batch 71/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.012 Epoch 47 Batch 72/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 47 Batch 73/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 47 Batch 74/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 47 Batch 75/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.010 Epoch 47 Batch 76/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 47 Batch 77/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 47 Batch 78/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 47 Batch 79/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.013 Epoch 47 Batch 80/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.010 Epoch 47 Batch 81/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 47 Batch 82/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.008 Epoch 47 Batch 83/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.014 Epoch 47 Batch 84/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.010 Epoch 47 Batch 85/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.009 Epoch 47 Batch 86/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.007 Epoch 47 Batch 87/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.012 Epoch 47 Batch 88/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.008 Epoch 47 Batch 89/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.009 Epoch 47 Batch 90/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 47 Batch 91/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 47 Batch 92/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.013 Epoch 47 Batch 93/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 47 Batch 94/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.012 Epoch 47 Batch 95/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 47 Batch 96/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 47 Batch 97/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 47 Batch 98/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 47 Batch 99/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 47 Batch 100/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 47 Batch 101/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.013 Epoch 47 Batch 102/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 47 Batch 103/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 47 Batch 104/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.013 Epoch 47 Batch 105/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.009 Epoch 47 Batch 106/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 47 Batch 107/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 47 Batch 108/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 47 Batch 109/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.012 Epoch 47 Batch 110/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.010 Epoch 47 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.010 Epoch 47 Batch 112/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.010 Epoch 47 Batch 113/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.012 Epoch 47 Batch 114/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 47 Batch 115/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.009 Epoch 47 Batch 116/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.010 Epoch 47 Batch 117/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 47 Batch 118/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 47 Batch 119/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 47 Batch 120/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.009 Epoch 47 Batch 121/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.007 Epoch 47 Batch 122/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.012 Epoch 47 Batch 123/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.010 Epoch 47 Batch 124/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 47 Batch 125/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 47 Batch 126/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.012 Epoch 47 Batch 127/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 47 Batch 128/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.011 Epoch 47 Batch 129/269 - Train Accuracy: 0.964, Validation Accuracy: 0.968, Loss: 0.014 Epoch 47 Batch 130/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.013 Epoch 47 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.013 Epoch 47 Batch 132/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.011 Epoch 47 Batch 133/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 47 Batch 134/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.015 Epoch 47 Batch 135/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.008 Epoch 47 Batch 136/269 - Train Accuracy: 0.965, Validation Accuracy: 0.971, Loss: 0.011 Epoch 47 Batch 137/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.011 Epoch 47 Batch 138/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 47 Batch 139/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 47 Batch 140/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.012 Epoch 47 Batch 141/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.013 Epoch 47 Batch 142/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.014 Epoch 47 Batch 143/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.012 Epoch 47 Batch 144/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.009 Epoch 47 Batch 145/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.007 Epoch 47 Batch 146/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.009 Epoch 47 Batch 147/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 47 Batch 148/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 47 Batch 149/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.015 Epoch 47 Batch 150/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.012 Epoch 47 Batch 151/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 47 Batch 152/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 47 Batch 153/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.010 Epoch 47 Batch 154/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 47 Batch 155/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 47 Batch 156/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 47 Batch 157/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 47 Batch 158/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 47 Batch 159/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 47 Batch 160/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.008 Epoch 47 Batch 161/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 47 Batch 162/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 47 Batch 163/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 47 Batch 164/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 47 Batch 165/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 47 Batch 166/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 47 Batch 167/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 47 Batch 168/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 47 Batch 169/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 47 Batch 170/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 47 Batch 171/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.010 Epoch 47 Batch 172/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.010 Epoch 47 Batch 173/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 47 Batch 174/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.008 Epoch 47 Batch 175/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.013 Epoch 47 Batch 176/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 47 Batch 177/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 47 Batch 178/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 47 Batch 179/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 47 Batch 180/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 47 Batch 181/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.013 Epoch 47 Batch 182/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 47 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.007 Epoch 47 Batch 184/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 47 Batch 185/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 47 Batch 186/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 47 Batch 187/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 47 Batch 188/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 47 Batch 189/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 47 Batch 190/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.012 Epoch 47 Batch 191/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 47 Batch 192/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 47 Batch 193/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 47 Batch 194/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 47 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 47 Batch 196/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.013 Epoch 47 Batch 197/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 47 Batch 198/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 47 Batch 199/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 47 Batch 200/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.009 Epoch 47 Batch 201/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 47 Batch 202/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.011 Epoch 47 Batch 203/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.011 Epoch 47 Batch 204/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 47 Batch 205/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 47 Batch 206/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.011 Epoch 47 Batch 207/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 47 Batch 208/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.013 Epoch 47 Batch 209/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 47 Batch 210/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 47 Batch 211/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 47 Batch 212/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.011 Epoch 47 Batch 213/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.011 Epoch 47 Batch 214/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 47 Batch 215/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.012 Epoch 47 Batch 216/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.013 Epoch 47 Batch 217/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.011 Epoch 47 Batch 218/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 47 Batch 219/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.009 Epoch 47 Batch 220/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.011 Epoch 47 Batch 221/269 - Train Accuracy: 0.969, Validation Accuracy: 0.955, Loss: 0.011 Epoch 47 Batch 222/269 - Train Accuracy: 0.973, Validation Accuracy: 0.953, Loss: 0.010 Epoch 47 Batch 223/269 - Train Accuracy: 0.972, Validation Accuracy: 0.953, Loss: 0.007 Epoch 47 Batch 224/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.012 Epoch 47 Batch 225/269 - Train Accuracy: 0.970, Validation Accuracy: 0.955, Loss: 0.012 Epoch 47 Batch 226/269 - Train Accuracy: 0.978, Validation Accuracy: 0.956, Loss: 0.010 Epoch 47 Batch 227/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.012 Epoch 47 Batch 228/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 47 Batch 229/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 47 Batch 230/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 47 Batch 231/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 47 Batch 232/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.012 Epoch 47 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.010 Epoch 47 Batch 234/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 47 Batch 235/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 47 Batch 236/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.013 Epoch 47 Batch 237/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 47 Batch 238/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.009 Epoch 47 Batch 239/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 47 Batch 240/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 47 Batch 241/269 - Train Accuracy: 0.958, Validation Accuracy: 0.963, Loss: 0.013 Epoch 47 Batch 242/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 47 Batch 243/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 47 Batch 244/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.010 Epoch 47 Batch 245/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.010 Epoch 47 Batch 246/269 - Train Accuracy: 0.964, Validation Accuracy: 0.968, Loss: 0.012 Epoch 47 Batch 247/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.011 Epoch 47 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.008 Epoch 47 Batch 249/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.008 Epoch 47 Batch 250/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.013 Epoch 47 Batch 251/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 47 Batch 252/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.007 Epoch 47 Batch 253/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 47 Batch 254/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.011 Epoch 47 Batch 255/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.012 Epoch 47 Batch 256/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 47 Batch 257/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.014 Epoch 47 Batch 258/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 47 Batch 259/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 47 Batch 260/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 47 Batch 261/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 47 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 47 Batch 263/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 47 Batch 264/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.012 Epoch 47 Batch 265/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 47 Batch 266/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.009 Epoch 47 Batch 267/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.009 Epoch 48 Batch 0/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.008 Epoch 48 Batch 1/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.009 Epoch 48 Batch 2/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 48 Batch 3/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 48 Batch 4/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.010 Epoch 48 Batch 5/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.009 Epoch 48 Batch 6/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 48 Batch 7/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.011 Epoch 48 Batch 8/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.013 Epoch 48 Batch 9/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.013 Epoch 48 Batch 10/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 48 Batch 11/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 48 Batch 12/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.015 Epoch 48 Batch 13/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 48 Batch 14/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 48 Batch 15/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 48 Batch 16/269 - Train Accuracy: 0.957, Validation Accuracy: 0.963, Loss: 0.015 Epoch 48 Batch 17/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 48 Batch 18/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 48 Batch 19/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.007 Epoch 48 Batch 20/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.009 Epoch 48 Batch 21/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.012 Epoch 48 Batch 22/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.010 Epoch 48 Batch 23/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.012 Epoch 48 Batch 24/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.011 Epoch 48 Batch 25/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 48 Batch 26/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 48 Batch 27/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.009 Epoch 48 Batch 28/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.009 Epoch 48 Batch 29/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 48 Batch 30/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.012 Epoch 48 Batch 31/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 48 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.006 Epoch 48 Batch 33/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.008 Epoch 48 Batch 34/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.012 Epoch 48 Batch 35/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 48 Batch 36/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 48 Batch 37/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.009 Epoch 48 Batch 38/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.009 Epoch 48 Batch 39/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.007 Epoch 48 Batch 40/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.013 Epoch 48 Batch 41/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.008 Epoch 48 Batch 42/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.008 Epoch 48 Batch 43/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.010 Epoch 48 Batch 44/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.012 Epoch 48 Batch 45/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.012 Epoch 48 Batch 46/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 48 Batch 47/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 48 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 48 Batch 49/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.007 Epoch 48 Batch 50/269 - Train Accuracy: 0.958, Validation Accuracy: 0.961, Loss: 0.013 Epoch 48 Batch 51/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 48 Batch 52/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 48 Batch 53/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 48 Batch 54/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.013 Epoch 48 Batch 55/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.012 Epoch 48 Batch 56/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.012 Epoch 48 Batch 57/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.012 Epoch 48 Batch 58/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.012 Epoch 48 Batch 59/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.008 Epoch 48 Batch 60/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.010 Epoch 48 Batch 61/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.011 Epoch 48 Batch 62/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 48 Batch 63/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 48 Batch 64/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.007 Epoch 48 Batch 65/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 48 Batch 66/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 48 Batch 67/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 48 Batch 68/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 48 Batch 69/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 48 Batch 70/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 48 Batch 71/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 48 Batch 72/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.012 Epoch 48 Batch 73/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 48 Batch 74/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 48 Batch 75/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.012 Epoch 48 Batch 76/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.010 Epoch 48 Batch 77/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.010 Epoch 48 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 48 Batch 79/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.008 Epoch 48 Batch 80/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.008 Epoch 48 Batch 81/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 48 Batch 82/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.007 Epoch 48 Batch 83/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.013 Epoch 48 Batch 84/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.009 Epoch 48 Batch 85/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.009 Epoch 48 Batch 86/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 48 Batch 87/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.011 Epoch 48 Batch 88/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.009 Epoch 48 Batch 89/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 48 Batch 90/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.011 Epoch 48 Batch 91/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 48 Batch 92/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.009 Epoch 48 Batch 93/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.009 Epoch 48 Batch 94/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 48 Batch 95/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 48 Batch 96/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 48 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 48 Batch 98/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 48 Batch 99/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 48 Batch 100/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 48 Batch 101/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 48 Batch 102/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 48 Batch 103/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.013 Epoch 48 Batch 104/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 48 Batch 105/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 48 Batch 106/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 48 Batch 107/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.008 Epoch 48 Batch 108/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.011 Epoch 48 Batch 109/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.013 Epoch 48 Batch 110/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.008 Epoch 48 Batch 111/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.009 Epoch 48 Batch 112/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.012 Epoch 48 Batch 113/269 - Train Accuracy: 0.964, Validation Accuracy: 0.958, Loss: 0.011 Epoch 48 Batch 114/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.010 Epoch 48 Batch 115/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 48 Batch 116/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 48 Batch 117/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.010 Epoch 48 Batch 118/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 48 Batch 119/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.011 Epoch 48 Batch 120/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 48 Batch 121/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 48 Batch 122/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.013 Epoch 48 Batch 123/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.010 Epoch 48 Batch 124/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 48 Batch 125/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 48 Batch 126/269 - Train Accuracy: 0.961, Validation Accuracy: 0.970, Loss: 0.011 Epoch 48 Batch 127/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.010 Epoch 48 Batch 128/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.011 Epoch 48 Batch 129/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.012 Epoch 48 Batch 130/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 48 Batch 131/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.012 Epoch 48 Batch 132/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.010 Epoch 48 Batch 133/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.009 Epoch 48 Batch 134/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.012 Epoch 48 Batch 135/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.012 Epoch 48 Batch 136/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.013 Epoch 48 Batch 137/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 48 Batch 138/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.008 Epoch 48 Batch 139/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 48 Batch 140/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.011 Epoch 48 Batch 141/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 48 Batch 142/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.013 Epoch 48 Batch 143/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.013 Epoch 48 Batch 144/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 48 Batch 145/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 48 Batch 146/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.009 Epoch 48 Batch 147/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.012 Epoch 48 Batch 148/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 48 Batch 149/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 48 Batch 150/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 48 Batch 151/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 48 Batch 152/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 48 Batch 153/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 48 Batch 154/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.012 Epoch 48 Batch 155/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.011 Epoch 48 Batch 156/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.009 Epoch 48 Batch 157/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 48 Batch 158/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.012 Epoch 48 Batch 159/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.013 Epoch 48 Batch 160/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 48 Batch 161/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 48 Batch 162/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.011 Epoch 48 Batch 163/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.009 Epoch 48 Batch 164/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 48 Batch 165/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 48 Batch 166/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.010 Epoch 48 Batch 167/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 48 Batch 168/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.011 Epoch 48 Batch 169/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.009 Epoch 48 Batch 170/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.014 Epoch 48 Batch 171/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.012 Epoch 48 Batch 172/269 - Train Accuracy: 0.978, Validation Accuracy: 0.957, Loss: 0.015 Epoch 48 Batch 173/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.011 Epoch 48 Batch 174/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.009 Epoch 48 Batch 175/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.015 Epoch 48 Batch 176/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.013 Epoch 48 Batch 177/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 48 Batch 178/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 48 Batch 179/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.010 Epoch 48 Batch 180/269 - Train Accuracy: 0.974, Validation Accuracy: 0.956, Loss: 0.010 Epoch 48 Batch 181/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.016 Epoch 48 Batch 182/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.011 Epoch 48 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.959, Loss: 0.007 Epoch 48 Batch 184/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 48 Batch 185/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.012 Epoch 48 Batch 186/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.007 Epoch 48 Batch 187/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 48 Batch 188/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 48 Batch 189/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.010 Epoch 48 Batch 190/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 48 Batch 191/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.012 Epoch 48 Batch 192/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.007 Epoch 48 Batch 193/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.008 Epoch 48 Batch 194/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.010 Epoch 48 Batch 195/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.011 Epoch 48 Batch 196/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.011 Epoch 48 Batch 197/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.010 Epoch 48 Batch 198/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.011 Epoch 48 Batch 199/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.013 Epoch 48 Batch 200/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.010 Epoch 48 Batch 201/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.010 Epoch 48 Batch 202/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.011 Epoch 48 Batch 203/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.011 Epoch 48 Batch 204/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.013 Epoch 48 Batch 205/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 48 Batch 206/269 - Train Accuracy: 0.958, Validation Accuracy: 0.962, Loss: 0.014 Epoch 48 Batch 207/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 48 Batch 208/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.016 Epoch 48 Batch 209/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 48 Batch 210/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 48 Batch 211/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.012 Epoch 48 Batch 212/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.010 Epoch 48 Batch 213/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.009 Epoch 48 Batch 214/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 48 Batch 215/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 48 Batch 216/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.013 Epoch 48 Batch 217/269 - Train Accuracy: 0.958, Validation Accuracy: 0.960, Loss: 0.015 Epoch 48 Batch 218/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.013 Epoch 48 Batch 219/269 - Train Accuracy: 0.979, Validation Accuracy: 0.958, Loss: 0.009 Epoch 48 Batch 220/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.010 Epoch 48 Batch 221/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.010 Epoch 48 Batch 222/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.008 Epoch 48 Batch 223/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 48 Batch 224/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.013 Epoch 48 Batch 225/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 48 Batch 226/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 48 Batch 227/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.012 Epoch 48 Batch 228/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 48 Batch 229/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 48 Batch 230/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 48 Batch 231/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 48 Batch 232/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 48 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.011 Epoch 48 Batch 234/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 48 Batch 235/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 48 Batch 236/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.011 Epoch 48 Batch 237/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 48 Batch 238/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.011 Epoch 48 Batch 239/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 48 Batch 240/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 48 Batch 241/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.012 Epoch 48 Batch 242/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 48 Batch 243/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.009 Epoch 48 Batch 244/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 48 Batch 245/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.010 Epoch 48 Batch 246/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.012 Epoch 48 Batch 247/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.014 Epoch 48 Batch 248/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 48 Batch 249/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.011 Epoch 48 Batch 250/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.012 Epoch 48 Batch 251/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 48 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.007 Epoch 48 Batch 253/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.010 Epoch 48 Batch 254/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 48 Batch 255/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.009 Epoch 48 Batch 256/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.010 Epoch 48 Batch 257/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.014 Epoch 48 Batch 258/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.010 Epoch 48 Batch 259/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 48 Batch 260/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 48 Batch 261/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 48 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 48 Batch 263/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.013 Epoch 48 Batch 264/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.012 Epoch 48 Batch 265/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 48 Batch 266/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 48 Batch 267/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 49 Batch 0/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.011 Epoch 49 Batch 1/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.010 Epoch 49 Batch 2/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 49 Batch 3/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 49 Batch 4/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.013 Epoch 49 Batch 5/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 49 Batch 6/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.011 Epoch 49 Batch 7/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.010 Epoch 49 Batch 8/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.012 Epoch 49 Batch 9/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 49 Batch 10/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 49 Batch 11/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 49 Batch 12/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.014 Epoch 49 Batch 13/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 49 Batch 14/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.013 Epoch 49 Batch 15/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 49 Batch 16/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.013 Epoch 49 Batch 17/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.008 Epoch 49 Batch 18/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 49 Batch 19/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 49 Batch 20/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.009 Epoch 49 Batch 21/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.015 Epoch 49 Batch 22/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 49 Batch 23/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.013 Epoch 49 Batch 24/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 49 Batch 25/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 49 Batch 26/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 49 Batch 27/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 49 Batch 28/269 - Train Accuracy: 0.960, Validation Accuracy: 0.967, Loss: 0.010 Epoch 49 Batch 29/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.012 Epoch 49 Batch 30/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 49 Batch 31/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.012 Epoch 49 Batch 32/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 49 Batch 33/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 49 Batch 34/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 49 Batch 35/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.014 Epoch 49 Batch 36/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 49 Batch 37/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 49 Batch 38/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.013 Epoch 49 Batch 39/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 49 Batch 40/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 49 Batch 41/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 49 Batch 42/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.013 Epoch 49 Batch 43/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 49 Batch 44/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.016 Epoch 49 Batch 45/269 - Train Accuracy: 0.961, Validation Accuracy: 0.958, Loss: 0.017 Epoch 49 Batch 46/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 49 Batch 47/269 - Train Accuracy: 0.981, Validation Accuracy: 0.958, Loss: 0.009 Epoch 49 Batch 48/269 - Train Accuracy: 0.966, Validation Accuracy: 0.955, Loss: 0.012 Epoch 49 Batch 49/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 49 Batch 50/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.017 Epoch 49 Batch 51/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 49 Batch 52/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 49 Batch 53/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.011 Epoch 49 Batch 54/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.013 Epoch 49 Batch 55/269 - Train Accuracy: 0.964, Validation Accuracy: 0.969, Loss: 0.013 Epoch 49 Batch 56/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.013 Epoch 49 Batch 57/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.012 Epoch 49 Batch 58/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.012 Epoch 49 Batch 59/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.013 Epoch 49 Batch 60/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.014 Epoch 49 Batch 61/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 49 Batch 62/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.014 Epoch 49 Batch 63/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.012 Epoch 49 Batch 64/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 49 Batch 65/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.016 Epoch 49 Batch 66/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.015 Epoch 49 Batch 67/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.013 Epoch 49 Batch 68/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 49 Batch 69/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.016 Epoch 49 Batch 70/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.012 Epoch 49 Batch 71/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.013 Epoch 49 Batch 72/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.013 Epoch 49 Batch 73/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 49 Batch 74/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 49 Batch 75/269 - Train Accuracy: 0.962, Validation Accuracy: 0.967, Loss: 0.015 Epoch 49 Batch 76/269 - Train Accuracy: 0.961, Validation Accuracy: 0.968, Loss: 0.010 Epoch 49 Batch 77/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.012 Epoch 49 Batch 78/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 49 Batch 79/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.014 Epoch 49 Batch 80/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.009 Epoch 49 Batch 81/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 49 Batch 82/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 49 Batch 83/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.012 Epoch 49 Batch 84/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 49 Batch 85/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.009 Epoch 49 Batch 86/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.013 Epoch 49 Batch 87/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 49 Batch 88/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 49 Batch 89/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.008 Epoch 49 Batch 90/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.010 Epoch 49 Batch 91/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 49 Batch 92/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 49 Batch 93/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 49 Batch 94/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.013 Epoch 49 Batch 95/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 49 Batch 96/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 49 Batch 97/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 49 Batch 98/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.013 Epoch 49 Batch 99/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 49 Batch 100/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.013 Epoch 49 Batch 101/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 49 Batch 102/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.008 Epoch 49 Batch 103/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 49 Batch 104/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.010 Epoch 49 Batch 105/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 49 Batch 106/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 49 Batch 107/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.009 Epoch 49 Batch 108/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 49 Batch 109/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.010 Epoch 49 Batch 110/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 49 Batch 111/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 49 Batch 112/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.010 Epoch 49 Batch 113/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.010 Epoch 49 Batch 114/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.011 Epoch 49 Batch 115/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.010 Epoch 49 Batch 116/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.011 Epoch 49 Batch 117/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 49 Batch 118/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 49 Batch 119/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.015 Epoch 49 Batch 120/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 49 Batch 121/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 49 Batch 122/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.012 Epoch 49 Batch 123/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.014 Epoch 49 Batch 124/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 49 Batch 125/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 49 Batch 126/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.010 Epoch 49 Batch 127/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 49 Batch 128/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 49 Batch 129/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.014 Epoch 49 Batch 130/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.013 Epoch 49 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 49 Batch 132/269 - Train Accuracy: 0.959, Validation Accuracy: 0.963, Loss: 0.011 Epoch 49 Batch 133/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 49 Batch 134/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.012 Epoch 49 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 49 Batch 136/269 - Train Accuracy: 0.962, Validation Accuracy: 0.966, Loss: 0.012 Epoch 49 Batch 137/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.013 Epoch 49 Batch 138/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 49 Batch 139/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 49 Batch 140/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 49 Batch 141/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 49 Batch 142/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.010 Epoch 49 Batch 143/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.012 Epoch 49 Batch 144/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.011 Epoch 49 Batch 145/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.007 Epoch 49 Batch 146/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 49 Batch 147/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 49 Batch 148/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 49 Batch 149/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 49 Batch 150/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.009 Epoch 49 Batch 151/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.010 Epoch 49 Batch 152/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 49 Batch 153/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.010 Epoch 49 Batch 154/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.010 Epoch 49 Batch 155/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.012 Epoch 49 Batch 156/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 49 Batch 157/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 49 Batch 158/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 49 Batch 159/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.011 Epoch 49 Batch 160/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 49 Batch 161/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 49 Batch 162/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 49 Batch 163/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.011 Epoch 49 Batch 164/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.015 Epoch 49 Batch 165/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 49 Batch 166/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 49 Batch 167/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.012 Epoch 49 Batch 168/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.016 Epoch 49 Batch 169/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 49 Batch 170/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.012 Epoch 49 Batch 171/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.011 Epoch 49 Batch 172/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 49 Batch 173/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.010 Epoch 49 Batch 174/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.008 Epoch 49 Batch 175/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.017 Epoch 49 Batch 176/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 49 Batch 177/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 49 Batch 178/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 49 Batch 179/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.010 Epoch 49 Batch 180/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 49 Batch 181/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.014 Epoch 49 Batch 182/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.011 Epoch 49 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.957, Loss: 0.007 Epoch 49 Batch 184/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.012 Epoch 49 Batch 185/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.012 Epoch 49 Batch 186/269 - Train Accuracy: 0.977, Validation Accuracy: 0.954, Loss: 0.009 Epoch 49 Batch 187/269 - Train Accuracy: 0.969, Validation Accuracy: 0.954, Loss: 0.011 Epoch 49 Batch 188/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.010 Epoch 49 Batch 189/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.009 Epoch 49 Batch 190/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.011 Epoch 49 Batch 191/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.009 Epoch 49 Batch 192/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.008 Epoch 49 Batch 193/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.010 Epoch 49 Batch 194/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.009 Epoch 49 Batch 195/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.010 Epoch 49 Batch 196/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 49 Batch 197/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.010 Epoch 49 Batch 198/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.011 Epoch 49 Batch 199/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 49 Batch 200/269 - Train Accuracy: 0.981, Validation Accuracy: 0.960, Loss: 0.010 Epoch 49 Batch 201/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.010 Epoch 49 Batch 202/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.010 Epoch 49 Batch 203/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.012 Epoch 49 Batch 204/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.010 Epoch 49 Batch 205/269 - Train Accuracy: 0.970, Validation Accuracy: 0.953, Loss: 0.012 Epoch 49 Batch 206/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.014 Epoch 49 Batch 207/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.012 Epoch 49 Batch 208/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.011 Epoch 49 Batch 209/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.010 Epoch 49 Batch 210/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.013 Epoch 49 Batch 211/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.013 Epoch 49 Batch 212/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.014 Epoch 49 Batch 213/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.009 Epoch 49 Batch 214/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.011 Epoch 49 Batch 215/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.012 Epoch 49 Batch 216/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.013 Epoch 49 Batch 217/269 - Train Accuracy: 0.958, Validation Accuracy: 0.958, Loss: 0.015 Epoch 49 Batch 218/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.009 Epoch 49 Batch 219/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.013 Epoch 49 Batch 220/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.013 Epoch 49 Batch 221/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.012 Epoch 49 Batch 222/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.010 Epoch 49 Batch 223/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.009 Epoch 49 Batch 224/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.015 Epoch 49 Batch 225/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.010 Epoch 49 Batch 226/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 49 Batch 227/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 49 Batch 228/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 49 Batch 229/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 49 Batch 230/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 49 Batch 231/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 49 Batch 232/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.012 Epoch 49 Batch 233/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 49 Batch 234/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 49 Batch 235/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 49 Batch 236/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 49 Batch 237/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 49 Batch 238/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.012 Epoch 49 Batch 239/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.013 Epoch 49 Batch 240/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.011 Epoch 49 Batch 241/269 - Train Accuracy: 0.959, Validation Accuracy: 0.964, Loss: 0.014 Epoch 49 Batch 242/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.017 Epoch 49 Batch 243/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 49 Batch 244/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 49 Batch 245/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.009 Epoch 49 Batch 246/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 49 Batch 247/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.014 Epoch 49 Batch 248/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 49 Batch 249/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.009 Epoch 49 Batch 250/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.012 Epoch 49 Batch 251/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.015 Epoch 49 Batch 252/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 49 Batch 253/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.013 Epoch 49 Batch 254/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 49 Batch 255/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.010 Epoch 49 Batch 256/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.012 Epoch 49 Batch 257/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.015 Epoch 49 Batch 258/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 49 Batch 259/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 49 Batch 260/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.012 Epoch 49 Batch 261/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 49 Batch 262/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 49 Batch 263/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.012 Epoch 49 Batch 264/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.013 Epoch 49 Batch 265/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 49 Batch 266/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.011 Epoch 49 Batch 267/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.011 Epoch 50 Batch 0/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.011 Epoch 50 Batch 1/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 50 Batch 2/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 50 Batch 3/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.011 Epoch 50 Batch 4/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.015 Epoch 50 Batch 5/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.010 Epoch 50 Batch 6/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 50 Batch 7/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.011 Epoch 50 Batch 8/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 50 Batch 9/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.012 Epoch 50 Batch 10/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 50 Batch 11/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.013 Epoch 50 Batch 12/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.013 Epoch 50 Batch 13/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 50 Batch 14/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 50 Batch 15/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.010 Epoch 50 Batch 16/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.013 Epoch 50 Batch 17/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 50 Batch 18/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 50 Batch 19/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 50 Batch 20/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 50 Batch 21/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.014 Epoch 50 Batch 22/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 50 Batch 23/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.014 Epoch 50 Batch 24/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.012 Epoch 50 Batch 25/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.013 Epoch 50 Batch 26/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 50 Batch 27/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.011 Epoch 50 Batch 28/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.011 Epoch 50 Batch 29/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.010 Epoch 50 Batch 30/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.011 Epoch 50 Batch 31/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.014 Epoch 50 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.008 Epoch 50 Batch 33/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.009 Epoch 50 Batch 34/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 50 Batch 35/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 50 Batch 36/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 50 Batch 37/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.013 Epoch 50 Batch 38/269 - Train Accuracy: 0.961, Validation Accuracy: 0.965, Loss: 0.015 Epoch 50 Batch 39/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 50 Batch 40/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.013 Epoch 50 Batch 41/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 50 Batch 42/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.010 Epoch 50 Batch 43/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 50 Batch 44/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.015 Epoch 50 Batch 45/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.014 Epoch 50 Batch 46/269 - Train Accuracy: 0.972, Validation Accuracy: 0.952, Loss: 0.010 Epoch 50 Batch 47/269 - Train Accuracy: 0.975, Validation Accuracy: 0.954, Loss: 0.009 Epoch 50 Batch 48/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.012 Epoch 50 Batch 49/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.010 Epoch 50 Batch 50/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.016 Epoch 50 Batch 51/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.012 Epoch 50 Batch 52/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 50 Batch 53/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.016 Epoch 50 Batch 54/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 50 Batch 55/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.013 Epoch 50 Batch 56/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.013 Epoch 50 Batch 57/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.014 Epoch 50 Batch 58/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 50 Batch 59/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.009 Epoch 50 Batch 60/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.013 Epoch 50 Batch 61/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.011 Epoch 50 Batch 62/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.010 Epoch 50 Batch 63/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.012 Epoch 50 Batch 64/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 50 Batch 65/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.011 Epoch 50 Batch 66/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 50 Batch 67/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.013 Epoch 50 Batch 68/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 50 Batch 69/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.012 Epoch 50 Batch 70/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 50 Batch 71/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.013 Epoch 50 Batch 72/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 50 Batch 73/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 50 Batch 74/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 50 Batch 75/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.013 Epoch 50 Batch 76/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.009 Epoch 50 Batch 77/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.011 Epoch 50 Batch 78/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 50 Batch 79/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 50 Batch 80/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 50 Batch 81/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 50 Batch 82/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.008 Epoch 50 Batch 83/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.014 Epoch 50 Batch 84/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.011 Epoch 50 Batch 85/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 50 Batch 86/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 50 Batch 87/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 50 Batch 88/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 50 Batch 89/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.010 Epoch 50 Batch 90/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.010 Epoch 50 Batch 91/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.010 Epoch 50 Batch 92/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 50 Batch 93/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 50 Batch 94/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.013 Epoch 50 Batch 95/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.013 Epoch 50 Batch 96/269 - Train Accuracy: 0.957, Validation Accuracy: 0.960, Loss: 0.013 Epoch 50 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.023 Epoch 50 Batch 98/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.014 Epoch 50 Batch 99/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 50 Batch 100/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.015 Epoch 50 Batch 101/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.019 Epoch 50 Batch 102/269 - Train Accuracy: 0.959, Validation Accuracy: 0.962, Loss: 0.013 Epoch 50 Batch 103/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.029 Epoch 50 Batch 104/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.015 Epoch 50 Batch 105/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.022 Epoch 50 Batch 106/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.016 Epoch 50 Batch 107/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.011 Epoch 50 Batch 108/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.010 Epoch 50 Batch 109/269 - Train Accuracy: 0.957, Validation Accuracy: 0.960, Loss: 0.013 Epoch 50 Batch 110/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.011 Epoch 50 Batch 111/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.015 Epoch 50 Batch 112/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 50 Batch 113/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.013 Epoch 50 Batch 114/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.016 Epoch 50 Batch 115/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.013 Epoch 50 Batch 116/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 50 Batch 117/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 50 Batch 118/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.011 Epoch 50 Batch 119/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.011 Epoch 50 Batch 120/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.012 Epoch 50 Batch 121/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 50 Batch 122/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.015 Epoch 50 Batch 123/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.012 Epoch 50 Batch 124/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 50 Batch 125/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 50 Batch 126/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.012 Epoch 50 Batch 127/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.012 Epoch 50 Batch 128/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 50 Batch 129/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.012 Epoch 50 Batch 130/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.014 Epoch 50 Batch 131/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 50 Batch 132/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.013 Epoch 50 Batch 133/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 50 Batch 134/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.013 Epoch 50 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.011 Epoch 50 Batch 136/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.014 Epoch 50 Batch 137/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 50 Batch 138/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.011 Epoch 50 Batch 139/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 50 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 50 Batch 141/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.010 Epoch 50 Batch 142/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.013 Epoch 50 Batch 143/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.010 Epoch 50 Batch 144/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 50 Batch 145/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 50 Batch 146/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 50 Batch 147/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.013 Epoch 50 Batch 148/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 50 Batch 149/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.013 Epoch 50 Batch 150/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.012 Epoch 50 Batch 151/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 50 Batch 152/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 50 Batch 153/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 50 Batch 154/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 50 Batch 155/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 50 Batch 156/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.011 Epoch 50 Batch 157/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 50 Batch 158/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.012 Epoch 50 Batch 159/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.011 Epoch 50 Batch 160/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 50 Batch 161/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 50 Batch 162/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.010 Epoch 50 Batch 163/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.013 Epoch 50 Batch 164/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 50 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.012 Epoch 50 Batch 166/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 50 Batch 167/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.010 Epoch 50 Batch 168/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 50 Batch 169/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.011 Epoch 50 Batch 170/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 50 Batch 171/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.010 Epoch 50 Batch 172/269 - Train Accuracy: 0.978, Validation Accuracy: 0.958, Loss: 0.010 Epoch 50 Batch 173/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.010 Epoch 50 Batch 174/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.012 Epoch 50 Batch 175/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.014 Epoch 50 Batch 176/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.009 Epoch 50 Batch 177/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 50 Batch 178/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 50 Batch 179/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 50 Batch 180/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 50 Batch 181/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.013 Epoch 50 Batch 182/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 50 Batch 183/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 50 Batch 184/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.016 Epoch 50 Batch 185/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 50 Batch 186/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 50 Batch 187/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 50 Batch 188/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.013 Epoch 50 Batch 189/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 50 Batch 190/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 50 Batch 191/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.013 Epoch 50 Batch 192/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 50 Batch 193/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 50 Batch 194/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 50 Batch 195/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.010 Epoch 50 Batch 196/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 50 Batch 197/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 50 Batch 198/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.009 Epoch 50 Batch 199/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.014 Epoch 50 Batch 200/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.007 Epoch 50 Batch 201/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 50 Batch 202/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.012 Epoch 50 Batch 203/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.013 Epoch 50 Batch 204/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 50 Batch 205/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 50 Batch 206/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.015 Epoch 50 Batch 207/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.014 Epoch 50 Batch 208/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.014 Epoch 50 Batch 209/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 50 Batch 210/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 50 Batch 211/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.012 Epoch 50 Batch 212/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.015 Epoch 50 Batch 213/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.011 Epoch 50 Batch 214/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.014 Epoch 50 Batch 215/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.013 Epoch 50 Batch 216/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.015 Epoch 50 Batch 217/269 - Train Accuracy: 0.957, Validation Accuracy: 0.960, Loss: 0.017 Epoch 50 Batch 218/269 - Train Accuracy: 0.977, Validation Accuracy: 0.958, Loss: 0.011 Epoch 50 Batch 219/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.011 Epoch 50 Batch 220/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.012 Epoch 50 Batch 221/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.016 Epoch 50 Batch 222/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 50 Batch 223/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.014 Epoch 50 Batch 224/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.012 Epoch 50 Batch 225/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 50 Batch 226/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 50 Batch 227/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.011 Epoch 50 Batch 228/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.011 Epoch 50 Batch 229/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.012 Epoch 50 Batch 230/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 50 Batch 231/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.013 Epoch 50 Batch 232/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.012 Epoch 50 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.012 Epoch 50 Batch 234/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.011 Epoch 50 Batch 235/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 50 Batch 236/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 50 Batch 237/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 50 Batch 238/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 50 Batch 239/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.016 Epoch 50 Batch 240/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.012 Epoch 50 Batch 241/269 - Train Accuracy: 0.958, Validation Accuracy: 0.957, Loss: 0.011 Epoch 50 Batch 242/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.011 Epoch 50 Batch 243/269 - Train Accuracy: 0.977, Validation Accuracy: 0.958, Loss: 0.013 Epoch 50 Batch 244/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.012 Epoch 50 Batch 245/269 - Train Accuracy: 0.962, Validation Accuracy: 0.966, Loss: 0.012 Epoch 50 Batch 246/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.012 Epoch 50 Batch 247/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.015 Epoch 50 Batch 248/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.011 Epoch 50 Batch 249/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.011 Epoch 50 Batch 250/269 - Train Accuracy: 0.973, Validation Accuracy: 0.957, Loss: 0.012 Epoch 50 Batch 251/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.013 Epoch 50 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.956, Loss: 0.010 Epoch 50 Batch 253/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.013 Epoch 50 Batch 254/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.013 Epoch 50 Batch 255/269 - Train Accuracy: 0.972, Validation Accuracy: 0.953, Loss: 0.011 Epoch 50 Batch 256/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.011 Epoch 50 Batch 257/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.011 Epoch 50 Batch 258/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.010 Epoch 50 Batch 259/269 - Train Accuracy: 0.976, Validation Accuracy: 0.956, Loss: 0.010 Epoch 50 Batch 260/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.011 Epoch 50 Batch 261/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.008 Epoch 50 Batch 262/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.012 Epoch 50 Batch 263/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.013 Epoch 50 Batch 264/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.013 Epoch 50 Batch 265/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.011 Epoch 50 Batch 266/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 50 Batch 267/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.011 Epoch 51 Batch 0/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.011 Epoch 51 Batch 1/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 51 Batch 2/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 51 Batch 3/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 51 Batch 4/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.011 Epoch 51 Batch 5/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 51 Batch 6/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 51 Batch 7/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.011 Epoch 51 Batch 8/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.012 Epoch 51 Batch 9/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.012 Epoch 51 Batch 10/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 51 Batch 11/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.011 Epoch 51 Batch 12/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.013 Epoch 51 Batch 13/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.012 Epoch 51 Batch 14/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.015 Epoch 51 Batch 15/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 51 Batch 16/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.016 Epoch 51 Batch 17/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.011 Epoch 51 Batch 18/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.010 Epoch 51 Batch 19/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 51 Batch 20/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 51 Batch 21/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.012 Epoch 51 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.012 Epoch 51 Batch 23/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.017 Epoch 51 Batch 24/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.011 Epoch 51 Batch 25/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.011 Epoch 51 Batch 26/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.011 Epoch 51 Batch 27/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 51 Batch 28/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.010 Epoch 51 Batch 29/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 51 Batch 30/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.010 Epoch 51 Batch 31/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.011 Epoch 51 Batch 32/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.005 Epoch 51 Batch 33/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 51 Batch 34/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.014 Epoch 51 Batch 35/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.014 Epoch 51 Batch 36/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 51 Batch 37/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 51 Batch 38/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.010 Epoch 51 Batch 39/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 51 Batch 40/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.012 Epoch 51 Batch 41/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 51 Batch 42/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 51 Batch 43/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 51 Batch 44/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.013 Epoch 51 Batch 45/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.015 Epoch 51 Batch 46/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 51 Batch 47/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 51 Batch 48/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.010 Epoch 51 Batch 49/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 51 Batch 50/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.014 Epoch 51 Batch 51/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.013 Epoch 51 Batch 52/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 51 Batch 53/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 51 Batch 54/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 51 Batch 55/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.013 Epoch 51 Batch 56/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.013 Epoch 51 Batch 57/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.014 Epoch 51 Batch 58/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 51 Batch 59/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.008 Epoch 51 Batch 60/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.012 Epoch 51 Batch 61/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.011 Epoch 51 Batch 62/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.012 Epoch 51 Batch 63/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.013 Epoch 51 Batch 64/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.010 Epoch 51 Batch 65/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 51 Batch 66/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.011 Epoch 51 Batch 67/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.011 Epoch 51 Batch 68/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.012 Epoch 51 Batch 69/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.013 Epoch 51 Batch 70/269 - Train Accuracy: 0.973, Validation Accuracy: 0.957, Loss: 0.012 Epoch 51 Batch 71/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.012 Epoch 51 Batch 72/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.012 Epoch 51 Batch 73/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.009 Epoch 51 Batch 74/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.011 Epoch 51 Batch 75/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.013 Epoch 51 Batch 76/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.014 Epoch 51 Batch 77/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.012 Epoch 51 Batch 78/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.010 Epoch 51 Batch 79/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.013 Epoch 51 Batch 80/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.011 Epoch 51 Batch 81/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 51 Batch 82/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 51 Batch 83/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.013 Epoch 51 Batch 84/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.009 Epoch 51 Batch 85/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.012 Epoch 51 Batch 86/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.008 Epoch 51 Batch 87/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.012 Epoch 51 Batch 88/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.014 Epoch 51 Batch 89/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 51 Batch 90/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.009 Epoch 51 Batch 91/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.009 Epoch 51 Batch 92/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.009 Epoch 51 Batch 93/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.010 Epoch 51 Batch 94/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.013 Epoch 51 Batch 95/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.009 Epoch 51 Batch 96/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.014 Epoch 51 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 51 Batch 98/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.011 Epoch 51 Batch 99/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 51 Batch 100/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.012 Epoch 51 Batch 101/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.014 Epoch 51 Batch 102/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 51 Batch 103/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.011 Epoch 51 Batch 104/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.011 Epoch 51 Batch 105/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 51 Batch 106/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 51 Batch 107/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.008 Epoch 51 Batch 108/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.008 Epoch 51 Batch 109/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.010 Epoch 51 Batch 110/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 51 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.009 Epoch 51 Batch 112/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.012 Epoch 51 Batch 113/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.009 Epoch 51 Batch 114/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.011 Epoch 51 Batch 115/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 51 Batch 116/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.009 Epoch 51 Batch 117/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.009 Epoch 51 Batch 118/269 - Train Accuracy: 0.980, Validation Accuracy: 0.958, Loss: 0.009 Epoch 51 Batch 119/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.013 Epoch 51 Batch 120/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.009 Epoch 51 Batch 121/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.008 Epoch 51 Batch 122/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.011 Epoch 51 Batch 123/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.011 Epoch 51 Batch 124/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 51 Batch 125/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 51 Batch 126/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.011 Epoch 51 Batch 127/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.012 Epoch 51 Batch 128/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.012 Epoch 51 Batch 129/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.010 Epoch 51 Batch 130/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.011 Epoch 51 Batch 131/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.012 Epoch 51 Batch 132/269 - Train Accuracy: 0.956, Validation Accuracy: 0.965, Loss: 0.013 Epoch 51 Batch 133/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.013 Epoch 51 Batch 134/269 - Train Accuracy: 0.961, Validation Accuracy: 0.966, Loss: 0.012 Epoch 51 Batch 135/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 51 Batch 136/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.012 Epoch 51 Batch 137/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.014 Epoch 51 Batch 138/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 51 Batch 139/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.012 Epoch 51 Batch 140/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 51 Batch 141/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.012 Epoch 51 Batch 142/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.013 Epoch 51 Batch 143/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.013 Epoch 51 Batch 144/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.012 Epoch 51 Batch 145/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.009 Epoch 51 Batch 146/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 51 Batch 147/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.012 Epoch 51 Batch 148/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 51 Batch 149/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.014 Epoch 51 Batch 150/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.014 Epoch 51 Batch 151/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 51 Batch 152/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 51 Batch 153/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 51 Batch 154/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.010 Epoch 51 Batch 155/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 51 Batch 156/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.011 Epoch 51 Batch 157/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 51 Batch 158/269 - Train Accuracy: 0.963, Validation Accuracy: 0.970, Loss: 0.012 Epoch 51 Batch 159/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.012 Epoch 51 Batch 160/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.010 Epoch 51 Batch 161/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 51 Batch 162/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 51 Batch 163/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.010 Epoch 51 Batch 164/269 - Train Accuracy: 0.967, Validation Accuracy: 0.971, Loss: 0.012 Epoch 51 Batch 165/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 51 Batch 166/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.012 Epoch 51 Batch 167/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.012 Epoch 51 Batch 168/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.011 Epoch 51 Batch 169/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.010 Epoch 51 Batch 170/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.013 Epoch 51 Batch 171/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.013 Epoch 51 Batch 172/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.011 Epoch 51 Batch 173/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.013 Epoch 51 Batch 174/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 51 Batch 175/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.016 Epoch 51 Batch 176/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 51 Batch 177/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 51 Batch 178/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.012 Epoch 51 Batch 179/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.011 Epoch 51 Batch 180/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.012 Epoch 51 Batch 181/269 - Train Accuracy: 0.962, Validation Accuracy: 0.964, Loss: 0.017 Epoch 51 Batch 182/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 51 Batch 183/269 - Train Accuracy: 0.982, Validation Accuracy: 0.959, Loss: 0.007 Epoch 51 Batch 184/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 51 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.012 Epoch 51 Batch 186/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.009 Epoch 51 Batch 187/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.009 Epoch 51 Batch 188/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.012 Epoch 51 Batch 189/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.012 Epoch 51 Batch 190/269 - Train Accuracy: 0.980, Validation Accuracy: 0.960, Loss: 0.008 Epoch 51 Batch 191/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.009 Epoch 51 Batch 192/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.007 Epoch 51 Batch 193/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 51 Batch 194/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.010 Epoch 51 Batch 195/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 51 Batch 196/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.013 Epoch 51 Batch 197/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.011 Epoch 51 Batch 198/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.016 Epoch 51 Batch 199/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.014 Epoch 51 Batch 200/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.016 Epoch 51 Batch 201/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.010 Epoch 51 Batch 202/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.013 Epoch 51 Batch 203/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.013 Epoch 51 Batch 204/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.014 Epoch 51 Batch 205/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 51 Batch 206/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.013 Epoch 51 Batch 207/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 51 Batch 208/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 51 Batch 209/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.011 Epoch 51 Batch 210/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.008 Epoch 51 Batch 211/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.010 Epoch 51 Batch 212/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.013 Epoch 51 Batch 213/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.013 Epoch 51 Batch 214/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 51 Batch 215/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.014 Epoch 51 Batch 216/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.016 Epoch 51 Batch 217/269 - Train Accuracy: 0.956, Validation Accuracy: 0.960, Loss: 0.019 Epoch 51 Batch 218/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.015 Epoch 51 Batch 219/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.010 Epoch 51 Batch 220/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.009 Epoch 51 Batch 221/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.012 Epoch 51 Batch 222/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.012 Epoch 51 Batch 223/269 - Train Accuracy: 0.970, Validation Accuracy: 0.954, Loss: 0.012 Epoch 51 Batch 224/269 - Train Accuracy: 0.963, Validation Accuracy: 0.955, Loss: 0.015 Epoch 51 Batch 225/269 - Train Accuracy: 0.967, Validation Accuracy: 0.952, Loss: 0.013 Epoch 51 Batch 226/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.012 Epoch 51 Batch 227/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.019 Epoch 51 Batch 228/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.019 Epoch 51 Batch 229/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.013 Epoch 51 Batch 230/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.012 Epoch 51 Batch 231/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.015 Epoch 51 Batch 232/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.016 Epoch 51 Batch 233/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 51 Batch 234/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.013 Epoch 51 Batch 235/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.010 Epoch 51 Batch 236/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.014 Epoch 51 Batch 237/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.012 Epoch 51 Batch 238/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.010 Epoch 51 Batch 239/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.014 Epoch 51 Batch 240/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 51 Batch 241/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.014 Epoch 51 Batch 242/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.012 Epoch 51 Batch 243/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.011 Epoch 51 Batch 244/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.011 Epoch 51 Batch 245/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.011 Epoch 51 Batch 246/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.013 Epoch 51 Batch 247/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.012 Epoch 51 Batch 248/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.010 Epoch 51 Batch 249/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.015 Epoch 51 Batch 250/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 51 Batch 251/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 51 Batch 252/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.010 Epoch 51 Batch 253/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.010 Epoch 51 Batch 254/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.016 Epoch 51 Batch 255/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 51 Batch 256/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.013 Epoch 51 Batch 257/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.016 Epoch 51 Batch 258/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.011 Epoch 51 Batch 259/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 51 Batch 260/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.013 Epoch 51 Batch 261/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.010 Epoch 51 Batch 262/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.017 Epoch 51 Batch 263/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.013 Epoch 51 Batch 264/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 51 Batch 265/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.011 Epoch 51 Batch 266/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.013 Epoch 51 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.011 Epoch 52 Batch 0/269 - Train Accuracy: 0.977, Validation Accuracy: 0.956, Loss: 0.012 Epoch 52 Batch 1/269 - Train Accuracy: 0.965, Validation Accuracy: 0.954, Loss: 0.013 Epoch 52 Batch 2/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.011 Epoch 52 Batch 3/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.012 Epoch 52 Batch 4/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.015 Epoch 52 Batch 5/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 52 Batch 6/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.007 Epoch 52 Batch 7/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.013 Epoch 52 Batch 8/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.010 Epoch 52 Batch 9/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.011 Epoch 52 Batch 10/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.012 Epoch 52 Batch 11/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.013 Epoch 52 Batch 12/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.011 Epoch 52 Batch 13/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.011 Epoch 52 Batch 14/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.009 Epoch 52 Batch 15/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 52 Batch 16/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.018 Epoch 52 Batch 17/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.010 Epoch 52 Batch 18/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.014 Epoch 52 Batch 19/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.010 Epoch 52 Batch 20/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 52 Batch 21/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.013 Epoch 52 Batch 22/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.012 Epoch 52 Batch 23/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.013 Epoch 52 Batch 24/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 52 Batch 25/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.015 Epoch 52 Batch 26/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.013 Epoch 52 Batch 27/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.012 Epoch 52 Batch 28/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.013 Epoch 52 Batch 29/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 52 Batch 30/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.012 Epoch 52 Batch 31/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.012 Epoch 52 Batch 32/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 52 Batch 33/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 52 Batch 34/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.013 Epoch 52 Batch 35/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.014 Epoch 52 Batch 36/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 52 Batch 37/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.013 Epoch 52 Batch 38/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.014 Epoch 52 Batch 39/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 52 Batch 40/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 52 Batch 41/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.012 Epoch 52 Batch 42/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.012 Epoch 52 Batch 43/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.010 Epoch 52 Batch 44/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.013 Epoch 52 Batch 45/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.013 Epoch 52 Batch 46/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 52 Batch 47/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 52 Batch 48/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 52 Batch 49/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 52 Batch 50/269 - Train Accuracy: 0.961, Validation Accuracy: 0.968, Loss: 0.014 Epoch 52 Batch 51/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 52 Batch 52/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.008 Epoch 52 Batch 53/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.011 Epoch 52 Batch 54/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 52 Batch 55/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.013 Epoch 52 Batch 56/269 - Train Accuracy: 0.962, Validation Accuracy: 0.968, Loss: 0.012 Epoch 52 Batch 57/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 52 Batch 58/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.012 Epoch 52 Batch 59/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 52 Batch 60/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.012 Epoch 52 Batch 61/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.013 Epoch 52 Batch 62/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.012 Epoch 52 Batch 63/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.014 Epoch 52 Batch 64/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 52 Batch 65/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.010 Epoch 52 Batch 66/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 52 Batch 67/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.012 Epoch 52 Batch 68/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.012 Epoch 52 Batch 69/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.013 Epoch 52 Batch 70/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.015 Epoch 52 Batch 71/269 - Train Accuracy: 0.973, Validation Accuracy: 0.955, Loss: 0.013 Epoch 52 Batch 72/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.013 Epoch 52 Batch 73/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.012 Epoch 52 Batch 74/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.011 Epoch 52 Batch 75/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.013 Epoch 52 Batch 76/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.014 Epoch 52 Batch 77/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.012 Epoch 52 Batch 78/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.012 Epoch 52 Batch 79/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.013 Epoch 52 Batch 80/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.010 Epoch 52 Batch 81/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.012 Epoch 52 Batch 82/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.008 Epoch 52 Batch 83/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.018 Epoch 52 Batch 84/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.012 Epoch 52 Batch 85/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.010 Epoch 52 Batch 86/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 52 Batch 87/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.009 Epoch 52 Batch 88/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.011 Epoch 52 Batch 89/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.011 Epoch 52 Batch 90/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.011 Epoch 52 Batch 91/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 52 Batch 92/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.011 Epoch 52 Batch 93/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 52 Batch 94/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.014 Epoch 52 Batch 95/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 52 Batch 96/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 52 Batch 97/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 52 Batch 98/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 52 Batch 99/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 52 Batch 100/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.014 Epoch 52 Batch 101/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.015 Epoch 52 Batch 102/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.008 Epoch 52 Batch 103/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 52 Batch 104/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.010 Epoch 52 Batch 105/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.010 Epoch 52 Batch 106/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.010 Epoch 52 Batch 107/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 52 Batch 108/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 52 Batch 109/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.012 Epoch 52 Batch 110/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 52 Batch 111/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.009 Epoch 52 Batch 112/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.010 Epoch 52 Batch 113/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.011 Epoch 52 Batch 114/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.012 Epoch 52 Batch 115/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.013 Epoch 52 Batch 116/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 52 Batch 117/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 52 Batch 118/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.009 Epoch 52 Batch 119/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.014 Epoch 52 Batch 120/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.011 Epoch 52 Batch 121/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.010 Epoch 52 Batch 122/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 52 Batch 123/269 - Train Accuracy: 0.965, Validation Accuracy: 0.970, Loss: 0.011 Epoch 52 Batch 124/269 - Train Accuracy: 0.966, Validation Accuracy: 0.971, Loss: 0.009 Epoch 52 Batch 125/269 - Train Accuracy: 0.970, Validation Accuracy: 0.972, Loss: 0.008 Epoch 52 Batch 126/269 - Train Accuracy: 0.965, Validation Accuracy: 0.970, Loss: 0.012 Epoch 52 Batch 127/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.009 Epoch 52 Batch 128/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.011 Epoch 52 Batch 129/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.010 Epoch 52 Batch 130/269 - Train Accuracy: 0.964, Validation Accuracy: 0.972, Loss: 0.017 Epoch 52 Batch 131/269 - Train Accuracy: 0.967, Validation Accuracy: 0.971, Loss: 0.014 Epoch 52 Batch 132/269 - Train Accuracy: 0.962, Validation Accuracy: 0.970, Loss: 0.012 Epoch 52 Batch 133/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 52 Batch 134/269 - Train Accuracy: 0.965, Validation Accuracy: 0.969, Loss: 0.014 Epoch 52 Batch 135/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 52 Batch 136/269 - Train Accuracy: 0.962, Validation Accuracy: 0.968, Loss: 0.014 Epoch 52 Batch 137/269 - Train Accuracy: 0.962, Validation Accuracy: 0.969, Loss: 0.010 Epoch 52 Batch 138/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.010 Epoch 52 Batch 139/269 - Train Accuracy: 0.966, Validation Accuracy: 0.970, Loss: 0.011 Epoch 52 Batch 140/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.012 Epoch 52 Batch 141/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.011 Epoch 52 Batch 142/269 - Train Accuracy: 0.965, Validation Accuracy: 0.969, Loss: 0.013 Epoch 52 Batch 143/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.013 Epoch 52 Batch 144/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.013 Epoch 52 Batch 145/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 52 Batch 146/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.010 Epoch 52 Batch 147/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.012 Epoch 52 Batch 148/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.012 Epoch 52 Batch 149/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.012 Epoch 52 Batch 150/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 52 Batch 151/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.012 Epoch 52 Batch 152/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 52 Batch 153/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 52 Batch 154/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.010 Epoch 52 Batch 155/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 52 Batch 156/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 52 Batch 157/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 52 Batch 158/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.012 Epoch 52 Batch 159/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 52 Batch 160/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 52 Batch 161/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 52 Batch 162/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 52 Batch 163/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.012 Epoch 52 Batch 164/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 52 Batch 165/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 52 Batch 166/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 52 Batch 167/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 52 Batch 168/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 52 Batch 169/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.010 Epoch 52 Batch 170/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 52 Batch 171/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.012 Epoch 52 Batch 172/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.013 Epoch 52 Batch 173/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 52 Batch 174/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.012 Epoch 52 Batch 175/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.014 Epoch 52 Batch 176/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 52 Batch 177/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 52 Batch 178/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.010 Epoch 52 Batch 179/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 52 Batch 180/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 52 Batch 181/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.013 Epoch 52 Batch 182/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.012 Epoch 52 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 52 Batch 184/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.011 Epoch 52 Batch 185/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 52 Batch 186/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 52 Batch 187/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.011 Epoch 52 Batch 188/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.011 Epoch 52 Batch 189/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.007 Epoch 52 Batch 190/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.013 Epoch 52 Batch 191/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.010 Epoch 52 Batch 192/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 52 Batch 193/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 52 Batch 194/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 52 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 52 Batch 196/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.012 Epoch 52 Batch 197/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 52 Batch 198/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 52 Batch 199/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 52 Batch 200/269 - Train Accuracy: 0.983, Validation Accuracy: 0.961, Loss: 0.009 Epoch 52 Batch 201/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 52 Batch 202/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 52 Batch 203/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 52 Batch 204/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.007 Epoch 52 Batch 205/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 52 Batch 206/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.011 Epoch 52 Batch 207/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.014 Epoch 52 Batch 208/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.012 Epoch 52 Batch 209/269 - Train Accuracy: 0.975, Validation Accuracy: 0.954, Loss: 0.009 Epoch 52 Batch 210/269 - Train Accuracy: 0.978, Validation Accuracy: 0.954, Loss: 0.010 Epoch 52 Batch 211/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.010 Epoch 52 Batch 212/269 - Train Accuracy: 0.968, Validation Accuracy: 0.955, Loss: 0.013 Epoch 52 Batch 213/269 - Train Accuracy: 0.972, Validation Accuracy: 0.955, Loss: 0.010 Epoch 52 Batch 214/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.010 Epoch 52 Batch 215/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.010 Epoch 52 Batch 216/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.014 Epoch 52 Batch 217/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.013 Epoch 52 Batch 218/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.008 Epoch 52 Batch 219/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.010 Epoch 52 Batch 220/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.014 Epoch 52 Batch 221/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.012 Epoch 52 Batch 222/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 52 Batch 223/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 52 Batch 224/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.013 Epoch 52 Batch 225/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.011 Epoch 52 Batch 226/269 - Train Accuracy: 0.978, Validation Accuracy: 0.959, Loss: 0.009 Epoch 52 Batch 227/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.010 Epoch 52 Batch 228/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.010 Epoch 52 Batch 229/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.009 Epoch 52 Batch 230/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.010 Epoch 52 Batch 231/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.010 Epoch 52 Batch 232/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.011 Epoch 52 Batch 233/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 52 Batch 234/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.010 Epoch 52 Batch 235/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.010 Epoch 52 Batch 236/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 52 Batch 237/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.013 Epoch 52 Batch 238/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 52 Batch 239/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 52 Batch 240/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 52 Batch 241/269 - Train Accuracy: 0.960, Validation Accuracy: 0.964, Loss: 0.015 Epoch 52 Batch 242/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 52 Batch 243/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.007 Epoch 52 Batch 244/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 52 Batch 245/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.010 Epoch 52 Batch 246/269 - Train Accuracy: 0.963, Validation Accuracy: 0.959, Loss: 0.012 Epoch 52 Batch 247/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 52 Batch 248/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.012 Epoch 52 Batch 249/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 52 Batch 250/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.013 Epoch 52 Batch 251/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 52 Batch 252/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 52 Batch 253/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.012 Epoch 52 Batch 254/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 52 Batch 255/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 52 Batch 256/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.009 Epoch 52 Batch 257/269 - Train Accuracy: 0.962, Validation Accuracy: 0.966, Loss: 0.012 Epoch 52 Batch 258/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 52 Batch 259/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 52 Batch 260/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 52 Batch 261/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 52 Batch 262/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.012 Epoch 52 Batch 263/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.012 Epoch 52 Batch 264/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.012 Epoch 52 Batch 265/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 52 Batch 266/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 52 Batch 267/269 - Train Accuracy: 0.967, Validation Accuracy: 0.971, Loss: 0.011 Epoch 53 Batch 0/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.012 Epoch 53 Batch 1/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 53 Batch 2/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.014 Epoch 53 Batch 3/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 53 Batch 4/269 - Train Accuracy: 0.962, Validation Accuracy: 0.970, Loss: 0.013 Epoch 53 Batch 5/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 53 Batch 6/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 53 Batch 7/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 53 Batch 8/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.012 Epoch 53 Batch 9/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.011 Epoch 53 Batch 10/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 53 Batch 11/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 53 Batch 12/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.011 Epoch 53 Batch 13/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.009 Epoch 53 Batch 14/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 53 Batch 15/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 53 Batch 16/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.016 Epoch 53 Batch 17/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.014 Epoch 53 Batch 18/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.012 Epoch 53 Batch 19/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 53 Batch 20/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 53 Batch 21/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.011 Epoch 53 Batch 22/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 53 Batch 23/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.012 Epoch 53 Batch 24/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 53 Batch 25/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 53 Batch 26/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.013 Epoch 53 Batch 27/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 53 Batch 28/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 53 Batch 29/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.011 Epoch 53 Batch 30/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.014 Epoch 53 Batch 31/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 53 Batch 32/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.008 Epoch 53 Batch 33/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 53 Batch 34/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 53 Batch 35/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.018 Epoch 53 Batch 36/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 53 Batch 37/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.011 Epoch 53 Batch 38/269 - Train Accuracy: 0.962, Validation Accuracy: 0.967, Loss: 0.011 Epoch 53 Batch 39/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 53 Batch 40/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.012 Epoch 53 Batch 41/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 53 Batch 42/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 53 Batch 43/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 53 Batch 44/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.012 Epoch 53 Batch 45/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.013 Epoch 53 Batch 46/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.007 Epoch 53 Batch 47/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.008 Epoch 53 Batch 48/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.012 Epoch 53 Batch 49/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 53 Batch 50/269 - Train Accuracy: 0.960, Validation Accuracy: 0.966, Loss: 0.012 Epoch 53 Batch 51/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 53 Batch 52/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 53 Batch 53/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 53 Batch 54/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.013 Epoch 53 Batch 55/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.012 Epoch 53 Batch 56/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.014 Epoch 53 Batch 57/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.018 Epoch 53 Batch 58/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.012 Epoch 53 Batch 59/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.015 Epoch 53 Batch 60/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.014 Epoch 53 Batch 61/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.012 Epoch 53 Batch 62/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.012 Epoch 53 Batch 63/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.014 Epoch 53 Batch 64/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 53 Batch 65/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 53 Batch 66/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.012 Epoch 53 Batch 67/269 - Train Accuracy: 0.962, Validation Accuracy: 0.969, Loss: 0.011 Epoch 53 Batch 68/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.016 Epoch 53 Batch 69/269 - Train Accuracy: 0.953, Validation Accuracy: 0.960, Loss: 0.015 Epoch 53 Batch 70/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 53 Batch 71/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.014 Epoch 53 Batch 72/269 - Train Accuracy: 0.962, Validation Accuracy: 0.960, Loss: 0.014 Epoch 53 Batch 73/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 53 Batch 74/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 53 Batch 75/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 53 Batch 76/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.014 Epoch 53 Batch 77/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.012 Epoch 53 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 53 Batch 79/269 - Train Accuracy: 0.962, Validation Accuracy: 0.964, Loss: 0.011 Epoch 53 Batch 80/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 53 Batch 81/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.013 Epoch 53 Batch 82/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 53 Batch 83/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.015 Epoch 53 Batch 84/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 53 Batch 85/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.014 Epoch 53 Batch 86/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.010 Epoch 53 Batch 87/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.016 Epoch 53 Batch 88/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 53 Batch 89/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 53 Batch 90/269 - Train Accuracy: 0.965, Validation Accuracy: 0.969, Loss: 0.010 Epoch 53 Batch 91/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 53 Batch 92/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 53 Batch 93/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 53 Batch 94/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.015 Epoch 53 Batch 95/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 53 Batch 96/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 53 Batch 97/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 53 Batch 98/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.013 Epoch 53 Batch 99/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 53 Batch 100/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.011 Epoch 53 Batch 101/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.015 Epoch 53 Batch 102/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 53 Batch 103/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.013 Epoch 53 Batch 104/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.013 Epoch 53 Batch 105/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 53 Batch 106/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 53 Batch 107/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.011 Epoch 53 Batch 108/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 53 Batch 109/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.010 Epoch 53 Batch 110/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 53 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.010 Epoch 53 Batch 112/269 - Train Accuracy: 0.962, Validation Accuracy: 0.964, Loss: 0.009 Epoch 53 Batch 113/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.011 Epoch 53 Batch 114/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.011 Epoch 53 Batch 115/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.014 Epoch 53 Batch 116/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 53 Batch 117/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.011 Epoch 53 Batch 118/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 53 Batch 119/269 - Train Accuracy: 0.962, Validation Accuracy: 0.965, Loss: 0.012 Epoch 53 Batch 120/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.010 Epoch 53 Batch 121/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 53 Batch 122/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 53 Batch 123/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.011 Epoch 53 Batch 124/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 53 Batch 125/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 53 Batch 126/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 53 Batch 127/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 53 Batch 128/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 53 Batch 129/269 - Train Accuracy: 0.966, Validation Accuracy: 0.970, Loss: 0.009 Epoch 53 Batch 130/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.012 Epoch 53 Batch 131/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.010 Epoch 53 Batch 132/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 53 Batch 133/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 53 Batch 134/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.011 Epoch 53 Batch 135/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 53 Batch 136/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.012 Epoch 53 Batch 137/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.010 Epoch 53 Batch 138/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.012 Epoch 53 Batch 139/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 53 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.012 Epoch 53 Batch 141/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 53 Batch 142/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.011 Epoch 53 Batch 143/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.011 Epoch 53 Batch 144/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 53 Batch 145/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 53 Batch 146/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 53 Batch 147/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.011 Epoch 53 Batch 148/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 53 Batch 149/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.013 Epoch 53 Batch 150/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 53 Batch 151/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.012 Epoch 53 Batch 152/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.010 Epoch 53 Batch 153/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 53 Batch 154/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.009 Epoch 53 Batch 155/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 53 Batch 156/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 53 Batch 157/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.008 Epoch 53 Batch 158/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 53 Batch 159/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 53 Batch 160/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.009 Epoch 53 Batch 161/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 53 Batch 162/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 53 Batch 163/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.011 Epoch 53 Batch 164/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 53 Batch 165/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 53 Batch 166/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 53 Batch 167/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 53 Batch 168/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 53 Batch 169/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.008 Epoch 53 Batch 170/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.012 Epoch 53 Batch 171/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 53 Batch 172/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.009 Epoch 53 Batch 173/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 53 Batch 174/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 53 Batch 175/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.014 Epoch 53 Batch 176/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.011 Epoch 53 Batch 177/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 53 Batch 178/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 53 Batch 179/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.007 Epoch 53 Batch 180/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 53 Batch 181/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.012 Epoch 53 Batch 182/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.009 Epoch 53 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.958, Loss: 0.006 Epoch 53 Batch 184/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.012 Epoch 53 Batch 185/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.008 Epoch 53 Batch 186/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.007 Epoch 53 Batch 187/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.009 Epoch 53 Batch 188/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.008 Epoch 53 Batch 189/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.007 Epoch 53 Batch 190/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 53 Batch 191/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 53 Batch 192/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.011 Epoch 53 Batch 193/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.008 Epoch 53 Batch 194/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 53 Batch 195/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.011 Epoch 53 Batch 196/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.012 Epoch 53 Batch 197/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 53 Batch 198/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.012 Epoch 53 Batch 199/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 53 Batch 200/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.011 Epoch 53 Batch 201/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 53 Batch 202/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 53 Batch 203/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.012 Epoch 53 Batch 204/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 53 Batch 205/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 53 Batch 206/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.013 Epoch 53 Batch 207/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 53 Batch 208/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 53 Batch 209/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.009 Epoch 53 Batch 210/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.009 Epoch 53 Batch 211/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 53 Batch 212/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.012 Epoch 53 Batch 213/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 53 Batch 214/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.012 Epoch 53 Batch 215/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.009 Epoch 53 Batch 216/269 - Train Accuracy: 0.962, Validation Accuracy: 0.964, Loss: 0.013 Epoch 53 Batch 217/269 - Train Accuracy: 0.960, Validation Accuracy: 0.968, Loss: 0.013 Epoch 53 Batch 218/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 53 Batch 219/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.011 Epoch 53 Batch 220/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.012 Epoch 53 Batch 221/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.010 Epoch 53 Batch 222/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.010 Epoch 53 Batch 223/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.010 Epoch 53 Batch 224/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.011 Epoch 53 Batch 225/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 53 Batch 226/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.010 Epoch 53 Batch 227/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.009 Epoch 53 Batch 228/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 53 Batch 229/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 53 Batch 230/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 53 Batch 231/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.009 Epoch 53 Batch 232/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.008 Epoch 53 Batch 233/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.010 Epoch 53 Batch 234/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 53 Batch 235/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.007 Epoch 53 Batch 236/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 53 Batch 237/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 53 Batch 238/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.013 Epoch 53 Batch 239/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.010 Epoch 53 Batch 240/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 53 Batch 241/269 - Train Accuracy: 0.960, Validation Accuracy: 0.963, Loss: 0.013 Epoch 53 Batch 242/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 53 Batch 243/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 53 Batch 244/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 53 Batch 245/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 53 Batch 246/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.012 Epoch 53 Batch 247/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.012 Epoch 53 Batch 248/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 53 Batch 249/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 53 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 53 Batch 251/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 53 Batch 252/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.007 Epoch 53 Batch 253/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 53 Batch 254/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.013 Epoch 53 Batch 255/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 53 Batch 256/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 53 Batch 257/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.012 Epoch 53 Batch 258/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 53 Batch 259/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 53 Batch 260/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 53 Batch 261/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 53 Batch 262/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.012 Epoch 53 Batch 263/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 53 Batch 264/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.012 Epoch 53 Batch 265/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 53 Batch 266/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 53 Batch 267/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 54 Batch 0/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 54 Batch 1/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 54 Batch 2/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.012 Epoch 54 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 54 Batch 4/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 54 Batch 5/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 54 Batch 6/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 54 Batch 7/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.011 Epoch 54 Batch 8/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.014 Epoch 54 Batch 9/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.010 Epoch 54 Batch 10/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 54 Batch 11/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.012 Epoch 54 Batch 12/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.012 Epoch 54 Batch 13/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.007 Epoch 54 Batch 14/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.010 Epoch 54 Batch 15/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.009 Epoch 54 Batch 16/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.011 Epoch 54 Batch 17/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.007 Epoch 54 Batch 18/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.012 Epoch 54 Batch 19/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.007 Epoch 54 Batch 20/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.010 Epoch 54 Batch 21/269 - Train Accuracy: 0.958, Validation Accuracy: 0.971, Loss: 0.012 Epoch 54 Batch 22/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.010 Epoch 54 Batch 23/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.015 Epoch 54 Batch 24/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.010 Epoch 54 Batch 25/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 54 Batch 26/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.010 Epoch 54 Batch 27/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.014 Epoch 54 Batch 28/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.008 Epoch 54 Batch 29/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.012 Epoch 54 Batch 30/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.012 Epoch 54 Batch 31/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.013 Epoch 54 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 54 Batch 33/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.011 Epoch 54 Batch 34/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 54 Batch 35/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.014 Epoch 54 Batch 36/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 54 Batch 37/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 54 Batch 38/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.009 Epoch 54 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 54 Batch 40/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.012 Epoch 54 Batch 41/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 54 Batch 42/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.011 Epoch 54 Batch 43/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 54 Batch 44/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 54 Batch 45/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.011 Epoch 54 Batch 46/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 54 Batch 47/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 54 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.012 Epoch 54 Batch 49/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 54 Batch 50/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.012 Epoch 54 Batch 51/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.015 Epoch 54 Batch 52/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.011 Epoch 54 Batch 53/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 54 Batch 54/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 54 Batch 55/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 54 Batch 56/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.013 Epoch 54 Batch 57/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.014 Epoch 54 Batch 58/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.014 Epoch 54 Batch 59/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.008 Epoch 54 Batch 60/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.015 Epoch 54 Batch 61/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.012 Epoch 54 Batch 62/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.012 Epoch 54 Batch 63/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.012 Epoch 54 Batch 64/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 54 Batch 65/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.011 Epoch 54 Batch 66/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.011 Epoch 54 Batch 67/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.012 Epoch 54 Batch 68/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 54 Batch 69/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.016 Epoch 54 Batch 70/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 54 Batch 71/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.015 Epoch 54 Batch 72/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.013 Epoch 54 Batch 73/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.010 Epoch 54 Batch 74/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 54 Batch 75/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.012 Epoch 54 Batch 76/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 54 Batch 77/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 54 Batch 78/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 54 Batch 79/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.012 Epoch 54 Batch 80/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.009 Epoch 54 Batch 81/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.013 Epoch 54 Batch 82/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 54 Batch 83/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.012 Epoch 54 Batch 84/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.011 Epoch 54 Batch 85/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 54 Batch 86/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 54 Batch 87/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.012 Epoch 54 Batch 88/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 54 Batch 89/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 54 Batch 90/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.012 Epoch 54 Batch 91/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.011 Epoch 54 Batch 92/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 54 Batch 93/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.009 Epoch 54 Batch 94/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.015 Epoch 54 Batch 95/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 54 Batch 96/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 54 Batch 97/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 54 Batch 98/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 54 Batch 99/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 54 Batch 100/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.011 Epoch 54 Batch 101/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.013 Epoch 54 Batch 102/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 54 Batch 103/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.011 Epoch 54 Batch 104/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 54 Batch 105/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 54 Batch 106/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.012 Epoch 54 Batch 107/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.008 Epoch 54 Batch 108/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.012 Epoch 54 Batch 109/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.010 Epoch 54 Batch 110/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 54 Batch 111/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 54 Batch 112/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 54 Batch 113/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.012 Epoch 54 Batch 114/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.013 Epoch 54 Batch 115/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 54 Batch 116/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 54 Batch 117/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 54 Batch 118/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.011 Epoch 54 Batch 119/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 54 Batch 120/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.013 Epoch 54 Batch 121/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 54 Batch 122/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.013 Epoch 54 Batch 123/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.013 Epoch 54 Batch 124/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.014 Epoch 54 Batch 125/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 54 Batch 126/269 - Train Accuracy: 0.962, Validation Accuracy: 0.968, Loss: 0.010 Epoch 54 Batch 127/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.013 Epoch 54 Batch 128/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 54 Batch 129/269 - Train Accuracy: 0.966, Validation Accuracy: 0.971, Loss: 0.012 Epoch 54 Batch 130/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.013 Epoch 54 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.010 Epoch 54 Batch 132/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.012 Epoch 54 Batch 133/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.009 Epoch 54 Batch 134/269 - Train Accuracy: 0.964, Validation Accuracy: 0.968, Loss: 0.012 Epoch 54 Batch 135/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.012 Epoch 54 Batch 136/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.012 Epoch 54 Batch 137/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.011 Epoch 54 Batch 138/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.010 Epoch 54 Batch 139/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.010 Epoch 54 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.012 Epoch 54 Batch 141/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.012 Epoch 54 Batch 142/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.011 Epoch 54 Batch 143/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.012 Epoch 54 Batch 144/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 54 Batch 145/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.008 Epoch 54 Batch 146/269 - Train Accuracy: 0.966, Validation Accuracy: 0.971, Loss: 0.012 Epoch 54 Batch 147/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.012 Epoch 54 Batch 148/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 54 Batch 149/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.012 Epoch 54 Batch 150/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.013 Epoch 54 Batch 151/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 54 Batch 152/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 54 Batch 153/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.011 Epoch 54 Batch 154/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.012 Epoch 54 Batch 155/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.012 Epoch 54 Batch 156/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 54 Batch 157/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 54 Batch 158/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 54 Batch 159/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 54 Batch 160/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.014 Epoch 54 Batch 161/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 54 Batch 162/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 54 Batch 163/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.012 Epoch 54 Batch 164/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.014 Epoch 54 Batch 165/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 54 Batch 166/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.010 Epoch 54 Batch 167/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.010 Epoch 54 Batch 168/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.014 Epoch 54 Batch 169/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.012 Epoch 54 Batch 170/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 54 Batch 171/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.013 Epoch 54 Batch 172/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.011 Epoch 54 Batch 173/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.009 Epoch 54 Batch 174/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.012 Epoch 54 Batch 175/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.013 Epoch 54 Batch 176/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.011 Epoch 54 Batch 177/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 54 Batch 178/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 54 Batch 179/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 54 Batch 180/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 54 Batch 181/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.013 Epoch 54 Batch 182/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 54 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 54 Batch 184/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 54 Batch 185/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.009 Epoch 54 Batch 186/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.007 Epoch 54 Batch 187/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 54 Batch 188/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.013 Epoch 54 Batch 189/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.010 Epoch 54 Batch 190/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 54 Batch 191/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 54 Batch 192/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.009 Epoch 54 Batch 193/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.008 Epoch 54 Batch 194/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.011 Epoch 54 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.007 Epoch 54 Batch 196/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.013 Epoch 54 Batch 197/269 - Train Accuracy: 0.980, Validation Accuracy: 0.956, Loss: 0.007 Epoch 54 Batch 198/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.011 Epoch 54 Batch 199/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 54 Batch 200/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.012 Epoch 54 Batch 201/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 54 Batch 202/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.012 Epoch 54 Batch 203/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.014 Epoch 54 Batch 204/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 54 Batch 205/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 54 Batch 206/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.012 Epoch 54 Batch 207/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 54 Batch 208/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 54 Batch 209/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.011 Epoch 54 Batch 210/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.012 Epoch 54 Batch 211/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.013 Epoch 54 Batch 212/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.015 Epoch 54 Batch 213/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 54 Batch 214/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 54 Batch 215/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.014 Epoch 54 Batch 216/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.013 Epoch 54 Batch 217/269 - Train Accuracy: 0.957, Validation Accuracy: 0.957, Loss: 0.012 Epoch 54 Batch 218/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.009 Epoch 54 Batch 219/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.011 Epoch 54 Batch 220/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.013 Epoch 54 Batch 221/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.014 Epoch 54 Batch 222/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 54 Batch 223/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 54 Batch 224/269 - Train Accuracy: 0.962, Validation Accuracy: 0.967, Loss: 0.014 Epoch 54 Batch 225/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 54 Batch 226/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.011 Epoch 54 Batch 227/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 54 Batch 228/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 54 Batch 229/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 54 Batch 230/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.010 Epoch 54 Batch 231/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.010 Epoch 54 Batch 232/269 - Train Accuracy: 0.964, Validation Accuracy: 0.969, Loss: 0.010 Epoch 54 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 54 Batch 234/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.009 Epoch 54 Batch 235/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 54 Batch 236/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 54 Batch 237/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 54 Batch 238/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 54 Batch 239/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 54 Batch 240/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 54 Batch 241/269 - Train Accuracy: 0.956, Validation Accuracy: 0.967, Loss: 0.015 Epoch 54 Batch 242/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 54 Batch 243/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.014 Epoch 54 Batch 244/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.012 Epoch 54 Batch 245/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.008 Epoch 54 Batch 246/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.012 Epoch 54 Batch 247/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.012 Epoch 54 Batch 248/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.009 Epoch 54 Batch 249/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 54 Batch 250/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.010 Epoch 54 Batch 251/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 54 Batch 252/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 54 Batch 253/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.010 Epoch 54 Batch 254/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.013 Epoch 54 Batch 255/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.012 Epoch 54 Batch 256/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 54 Batch 257/269 - Train Accuracy: 0.964, Validation Accuracy: 0.968, Loss: 0.012 Epoch 54 Batch 258/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.012 Epoch 54 Batch 259/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 54 Batch 260/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 54 Batch 261/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 54 Batch 262/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.011 Epoch 54 Batch 263/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.011 Epoch 54 Batch 264/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.011 Epoch 54 Batch 265/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 54 Batch 266/269 - Train Accuracy: 0.966, Validation Accuracy: 0.971, Loss: 0.010 Epoch 54 Batch 267/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 55 Batch 0/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 55 Batch 1/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.012 Epoch 55 Batch 2/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.014 Epoch 55 Batch 3/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 55 Batch 4/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.011 Epoch 55 Batch 5/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.009 Epoch 55 Batch 6/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.009 Epoch 55 Batch 7/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.011 Epoch 55 Batch 8/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.015 Epoch 55 Batch 9/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.015 Epoch 55 Batch 10/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 55 Batch 11/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.012 Epoch 55 Batch 12/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.012 Epoch 55 Batch 13/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.008 Epoch 55 Batch 14/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.009 Epoch 55 Batch 15/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 55 Batch 16/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.012 Epoch 55 Batch 17/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 55 Batch 18/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.011 Epoch 55 Batch 19/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 55 Batch 20/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 55 Batch 21/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.015 Epoch 55 Batch 22/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 55 Batch 23/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.014 Epoch 55 Batch 24/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 55 Batch 25/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.011 Epoch 55 Batch 26/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.008 Epoch 55 Batch 27/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.016 Epoch 55 Batch 28/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.009 Epoch 55 Batch 29/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.012 Epoch 55 Batch 30/269 - Train Accuracy: 0.962, Validation Accuracy: 0.966, Loss: 0.014 Epoch 55 Batch 31/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 55 Batch 32/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.010 Epoch 55 Batch 33/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 55 Batch 34/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 55 Batch 35/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.011 Epoch 55 Batch 36/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.012 Epoch 55 Batch 37/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.011 Epoch 55 Batch 38/269 - Train Accuracy: 0.965, Validation Accuracy: 0.973, Loss: 0.011 Epoch 55 Batch 39/269 - Train Accuracy: 0.974, Validation Accuracy: 0.973, Loss: 0.009 Epoch 55 Batch 40/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.011 Epoch 55 Batch 41/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 55 Batch 42/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 55 Batch 43/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 55 Batch 44/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.012 Epoch 55 Batch 45/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.012 Epoch 55 Batch 46/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 55 Batch 47/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.009 Epoch 55 Batch 48/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.009 Epoch 55 Batch 49/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 55 Batch 50/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.014 Epoch 55 Batch 51/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.013 Epoch 55 Batch 52/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 55 Batch 53/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.012 Epoch 55 Batch 54/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 55 Batch 55/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 55 Batch 56/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.013 Epoch 55 Batch 57/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.015 Epoch 55 Batch 58/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.011 Epoch 55 Batch 59/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 55 Batch 60/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 55 Batch 61/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.011 Epoch 55 Batch 62/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.012 Epoch 55 Batch 63/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.012 Epoch 55 Batch 64/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 55 Batch 65/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 55 Batch 66/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 55 Batch 67/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 55 Batch 68/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 55 Batch 69/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 55 Batch 70/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.011 Epoch 55 Batch 71/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.012 Epoch 55 Batch 72/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.012 Epoch 55 Batch 73/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.011 Epoch 55 Batch 74/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.009 Epoch 55 Batch 75/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.013 Epoch 55 Batch 76/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 55 Batch 77/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 55 Batch 78/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 55 Batch 79/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.012 Epoch 55 Batch 80/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.011 Epoch 55 Batch 81/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.011 Epoch 55 Batch 82/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.006 Epoch 55 Batch 83/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 55 Batch 84/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.008 Epoch 55 Batch 85/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 55 Batch 86/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.010 Epoch 55 Batch 87/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.011 Epoch 55 Batch 88/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.007 Epoch 55 Batch 89/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 55 Batch 90/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 55 Batch 91/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 55 Batch 92/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 55 Batch 93/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.008 Epoch 55 Batch 94/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.013 Epoch 55 Batch 95/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 55 Batch 96/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 55 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 55 Batch 98/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 55 Batch 99/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 55 Batch 100/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 55 Batch 101/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.013 Epoch 55 Batch 102/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.007 Epoch 55 Batch 103/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.010 Epoch 55 Batch 104/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 55 Batch 105/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 55 Batch 106/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 55 Batch 107/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 55 Batch 108/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 55 Batch 109/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.010 Epoch 55 Batch 110/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 55 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.010 Epoch 55 Batch 112/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 55 Batch 113/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.010 Epoch 55 Batch 114/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.013 Epoch 55 Batch 115/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.010 Epoch 55 Batch 116/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.008 Epoch 55 Batch 117/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.010 Epoch 55 Batch 118/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.014 Epoch 55 Batch 119/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 55 Batch 120/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 55 Batch 121/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 55 Batch 122/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.012 Epoch 55 Batch 123/269 - Train Accuracy: 0.965, Validation Accuracy: 0.959, Loss: 0.010 Epoch 55 Batch 124/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 55 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 55 Batch 126/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.010 Epoch 55 Batch 127/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 55 Batch 128/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 55 Batch 129/269 - Train Accuracy: 0.963, Validation Accuracy: 0.971, Loss: 0.012 Epoch 55 Batch 130/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.011 Epoch 55 Batch 131/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.012 Epoch 55 Batch 132/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.012 Epoch 55 Batch 133/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 55 Batch 134/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 55 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 55 Batch 136/269 - Train Accuracy: 0.959, Validation Accuracy: 0.963, Loss: 0.014 Epoch 55 Batch 137/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 55 Batch 138/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 55 Batch 139/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 55 Batch 140/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 55 Batch 141/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.012 Epoch 55 Batch 142/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.017 Epoch 55 Batch 143/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.012 Epoch 55 Batch 144/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 55 Batch 145/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 55 Batch 146/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 55 Batch 147/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 55 Batch 148/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 55 Batch 149/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 55 Batch 150/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 55 Batch 151/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 55 Batch 152/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 55 Batch 153/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.008 Epoch 55 Batch 154/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 55 Batch 155/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.012 Epoch 55 Batch 156/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 55 Batch 157/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 55 Batch 158/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.012 Epoch 55 Batch 159/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.010 Epoch 55 Batch 160/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 55 Batch 161/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 55 Batch 162/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 55 Batch 163/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.009 Epoch 55 Batch 164/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 55 Batch 165/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.012 Epoch 55 Batch 166/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.010 Epoch 55 Batch 167/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 55 Batch 168/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.012 Epoch 55 Batch 169/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.009 Epoch 55 Batch 170/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.012 Epoch 55 Batch 171/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 55 Batch 172/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.011 Epoch 55 Batch 173/269 - Train Accuracy: 0.964, Validation Accuracy: 0.969, Loss: 0.010 Epoch 55 Batch 174/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 55 Batch 175/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.014 Epoch 55 Batch 176/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 55 Batch 177/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 55 Batch 178/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 55 Batch 179/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 55 Batch 180/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 55 Batch 181/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 55 Batch 182/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 55 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 55 Batch 184/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.013 Epoch 55 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 55 Batch 186/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.008 Epoch 55 Batch 187/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.014 Epoch 55 Batch 188/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.008 Epoch 55 Batch 189/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.008 Epoch 55 Batch 190/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 55 Batch 191/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.010 Epoch 55 Batch 192/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 55 Batch 193/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 55 Batch 194/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 55 Batch 195/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.009 Epoch 55 Batch 196/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 55 Batch 197/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.008 Epoch 55 Batch 198/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.008 Epoch 55 Batch 199/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 55 Batch 200/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.009 Epoch 55 Batch 201/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 55 Batch 202/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 55 Batch 203/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.012 Epoch 55 Batch 204/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 55 Batch 205/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 55 Batch 206/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 55 Batch 207/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.009 Epoch 55 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 55 Batch 209/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 55 Batch 210/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.009 Epoch 55 Batch 211/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 55 Batch 212/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 55 Batch 213/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 55 Batch 214/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 55 Batch 215/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.012 Epoch 55 Batch 216/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.013 Epoch 55 Batch 217/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.012 Epoch 55 Batch 218/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 55 Batch 219/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 55 Batch 220/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.011 Epoch 55 Batch 221/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 55 Batch 222/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 55 Batch 223/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 55 Batch 224/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.012 Epoch 55 Batch 225/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 55 Batch 226/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 55 Batch 227/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 55 Batch 228/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.007 Epoch 55 Batch 229/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 55 Batch 230/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 55 Batch 231/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 55 Batch 232/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 55 Batch 233/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.007 Epoch 55 Batch 234/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.009 Epoch 55 Batch 235/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.006 Epoch 55 Batch 236/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.010 Epoch 55 Batch 237/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.011 Epoch 55 Batch 238/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.008 Epoch 55 Batch 239/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.009 Epoch 55 Batch 240/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.009 Epoch 55 Batch 241/269 - Train Accuracy: 0.959, Validation Accuracy: 0.969, Loss: 0.012 Epoch 55 Batch 242/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 55 Batch 243/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 55 Batch 244/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 55 Batch 245/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 55 Batch 246/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.011 Epoch 55 Batch 247/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.011 Epoch 55 Batch 248/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 55 Batch 249/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 55 Batch 250/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 55 Batch 251/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 55 Batch 252/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 55 Batch 253/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.010 Epoch 55 Batch 254/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 55 Batch 255/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 55 Batch 256/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 55 Batch 257/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.012 Epoch 55 Batch 258/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 55 Batch 259/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 55 Batch 260/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 55 Batch 261/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.007 Epoch 55 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 55 Batch 263/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.011 Epoch 55 Batch 264/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.011 Epoch 55 Batch 265/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 55 Batch 266/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 55 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 56 Batch 0/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 56 Batch 1/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 56 Batch 2/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 56 Batch 3/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.012 Epoch 56 Batch 4/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 56 Batch 5/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 56 Batch 6/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 56 Batch 7/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.009 Epoch 56 Batch 8/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 56 Batch 9/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 56 Batch 10/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 56 Batch 11/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 56 Batch 12/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 56 Batch 13/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 56 Batch 14/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.008 Epoch 56 Batch 15/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.006 Epoch 56 Batch 16/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.011 Epoch 56 Batch 17/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.007 Epoch 56 Batch 18/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 56 Batch 19/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 56 Batch 20/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 56 Batch 21/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 56 Batch 22/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 56 Batch 23/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.012 Epoch 56 Batch 24/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 56 Batch 25/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 56 Batch 26/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 56 Batch 27/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 56 Batch 28/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.009 Epoch 56 Batch 29/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 56 Batch 30/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.008 Epoch 56 Batch 31/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 56 Batch 32/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.005 Epoch 56 Batch 33/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 56 Batch 34/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 56 Batch 35/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.011 Epoch 56 Batch 36/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.009 Epoch 56 Batch 37/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.007 Epoch 56 Batch 38/269 - Train Accuracy: 0.967, Validation Accuracy: 0.972, Loss: 0.010 Epoch 56 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 56 Batch 40/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 56 Batch 41/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 56 Batch 42/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 56 Batch 43/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.009 Epoch 56 Batch 44/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 56 Batch 45/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 56 Batch 46/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.007 Epoch 56 Batch 47/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 56 Batch 48/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 56 Batch 49/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.011 Epoch 56 Batch 50/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.011 Epoch 56 Batch 51/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.009 Epoch 56 Batch 52/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.008 Epoch 56 Batch 53/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.009 Epoch 56 Batch 54/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 56 Batch 55/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 56 Batch 56/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.009 Epoch 56 Batch 57/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.014 Epoch 56 Batch 58/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 56 Batch 59/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 56 Batch 60/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 56 Batch 61/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.008 Epoch 56 Batch 62/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 56 Batch 63/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.011 Epoch 56 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.008 Epoch 56 Batch 65/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 56 Batch 66/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 56 Batch 67/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 56 Batch 68/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.009 Epoch 56 Batch 69/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.009 Epoch 56 Batch 70/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 56 Batch 71/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.013 Epoch 56 Batch 72/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.011 Epoch 56 Batch 73/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 56 Batch 74/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.009 Epoch 56 Batch 75/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.011 Epoch 56 Batch 76/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 56 Batch 77/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.011 Epoch 56 Batch 78/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.008 Epoch 56 Batch 79/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.010 Epoch 56 Batch 80/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.007 Epoch 56 Batch 81/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 56 Batch 82/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.008 Epoch 56 Batch 83/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.012 Epoch 56 Batch 84/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 56 Batch 85/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 56 Batch 86/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 56 Batch 87/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.010 Epoch 56 Batch 88/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 56 Batch 89/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.007 Epoch 56 Batch 90/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.008 Epoch 56 Batch 91/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 56 Batch 92/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 56 Batch 93/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.008 Epoch 56 Batch 94/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.012 Epoch 56 Batch 95/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 56 Batch 96/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.008 Epoch 56 Batch 97/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 56 Batch 98/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.010 Epoch 56 Batch 99/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.008 Epoch 56 Batch 100/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 56 Batch 101/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.012 Epoch 56 Batch 102/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.007 Epoch 56 Batch 103/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 56 Batch 104/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 56 Batch 105/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 56 Batch 106/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 56 Batch 107/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.007 Epoch 56 Batch 108/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 56 Batch 109/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 56 Batch 110/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 56 Batch 111/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 56 Batch 112/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 56 Batch 113/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 56 Batch 114/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.008 Epoch 56 Batch 115/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 56 Batch 116/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.006 Epoch 56 Batch 117/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.008 Epoch 56 Batch 118/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 56 Batch 119/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.011 Epoch 56 Batch 120/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 56 Batch 121/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 56 Batch 122/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 56 Batch 123/269 - Train Accuracy: 0.966, Validation Accuracy: 0.971, Loss: 0.010 Epoch 56 Batch 124/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.010 Epoch 56 Batch 125/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.009 Epoch 56 Batch 126/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.010 Epoch 56 Batch 127/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.008 Epoch 56 Batch 128/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.007 Epoch 56 Batch 129/269 - Train Accuracy: 0.966, Validation Accuracy: 0.972, Loss: 0.011 Epoch 56 Batch 130/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.013 Epoch 56 Batch 131/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.009 Epoch 56 Batch 132/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 56 Batch 133/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 56 Batch 134/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 56 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 56 Batch 136/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.010 Epoch 56 Batch 137/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 56 Batch 138/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 56 Batch 139/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 56 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 56 Batch 141/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.008 Epoch 56 Batch 142/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 56 Batch 143/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.010 Epoch 56 Batch 144/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 56 Batch 145/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 56 Batch 146/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 56 Batch 147/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 56 Batch 148/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 56 Batch 149/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 56 Batch 150/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 56 Batch 151/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.011 Epoch 56 Batch 152/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 56 Batch 153/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 56 Batch 154/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 56 Batch 155/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 56 Batch 156/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 56 Batch 157/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.010 Epoch 56 Batch 158/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 56 Batch 159/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 56 Batch 160/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 56 Batch 161/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 56 Batch 162/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 56 Batch 163/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.010 Epoch 56 Batch 164/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 56 Batch 165/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 56 Batch 166/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.009 Epoch 56 Batch 167/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.011 Epoch 56 Batch 168/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.015 Epoch 56 Batch 169/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 56 Batch 170/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.013 Epoch 56 Batch 171/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 56 Batch 172/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 56 Batch 173/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 56 Batch 174/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 56 Batch 175/269 - Train Accuracy: 0.965, Validation Accuracy: 0.971, Loss: 0.014 Epoch 56 Batch 176/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 56 Batch 177/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 56 Batch 178/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 56 Batch 179/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.009 Epoch 56 Batch 180/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 56 Batch 181/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.013 Epoch 56 Batch 182/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 56 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 56 Batch 184/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.008 Epoch 56 Batch 185/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 56 Batch 186/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 56 Batch 187/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 56 Batch 188/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.008 Epoch 56 Batch 189/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.008 Epoch 56 Batch 190/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.008 Epoch 56 Batch 191/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 56 Batch 192/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 56 Batch 193/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 56 Batch 194/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 56 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 56 Batch 196/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 56 Batch 197/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.010 Epoch 56 Batch 198/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 56 Batch 199/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 56 Batch 200/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.008 Epoch 56 Batch 201/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 56 Batch 202/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 56 Batch 203/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 56 Batch 204/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.008 Epoch 56 Batch 205/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 56 Batch 206/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 56 Batch 207/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 56 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 56 Batch 209/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 56 Batch 210/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.013 Epoch 56 Batch 211/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.011 Epoch 56 Batch 212/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 56 Batch 213/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.006 Epoch 56 Batch 214/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 56 Batch 215/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.010 Epoch 56 Batch 216/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.012 Epoch 56 Batch 217/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.014 Epoch 56 Batch 218/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.006 Epoch 56 Batch 219/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 56 Batch 220/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.010 Epoch 56 Batch 221/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.009 Epoch 56 Batch 222/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.009 Epoch 56 Batch 223/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.007 Epoch 56 Batch 224/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.013 Epoch 56 Batch 225/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 56 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.009 Epoch 56 Batch 227/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 56 Batch 228/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.007 Epoch 56 Batch 229/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 56 Batch 230/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 56 Batch 231/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 56 Batch 232/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 56 Batch 233/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.007 Epoch 56 Batch 234/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 56 Batch 235/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.008 Epoch 56 Batch 236/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.010 Epoch 56 Batch 237/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.011 Epoch 56 Batch 238/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.010 Epoch 56 Batch 239/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 56 Batch 240/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 56 Batch 241/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.012 Epoch 56 Batch 242/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.011 Epoch 56 Batch 243/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 56 Batch 244/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 56 Batch 245/269 - Train Accuracy: 0.961, Validation Accuracy: 0.966, Loss: 0.010 Epoch 56 Batch 246/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 56 Batch 247/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.013 Epoch 56 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 56 Batch 249/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 56 Batch 250/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 56 Batch 251/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 56 Batch 252/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 56 Batch 253/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 56 Batch 254/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 56 Batch 255/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 56 Batch 256/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.007 Epoch 56 Batch 257/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 56 Batch 258/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 56 Batch 259/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 56 Batch 260/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 56 Batch 261/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 56 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 56 Batch 263/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 56 Batch 264/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.009 Epoch 56 Batch 265/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 56 Batch 266/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 56 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 57 Batch 0/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 57 Batch 1/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 57 Batch 2/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 57 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 57 Batch 4/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 57 Batch 5/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.010 Epoch 57 Batch 6/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 57 Batch 7/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 57 Batch 8/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 9/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 57 Batch 10/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.010 Epoch 57 Batch 11/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.012 Epoch 57 Batch 12/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 57 Batch 13/269 - Train Accuracy: 0.982, Validation Accuracy: 0.961, Loss: 0.007 Epoch 57 Batch 14/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.007 Epoch 57 Batch 15/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.008 Epoch 57 Batch 16/269 - Train Accuracy: 0.964, Validation Accuracy: 0.960, Loss: 0.012 Epoch 57 Batch 17/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.010 Epoch 57 Batch 18/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.009 Epoch 57 Batch 19/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.008 Epoch 57 Batch 20/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.010 Epoch 57 Batch 21/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.012 Epoch 57 Batch 22/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 57 Batch 23/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.011 Epoch 57 Batch 24/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 57 Batch 25/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 57 Batch 26/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.011 Epoch 57 Batch 27/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 57 Batch 28/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.010 Epoch 57 Batch 29/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.008 Epoch 57 Batch 30/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 31/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 57 Batch 32/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 57 Batch 33/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 57 Batch 34/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 57 Batch 35/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.013 Epoch 57 Batch 36/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 57 Batch 37/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.009 Epoch 57 Batch 38/269 - Train Accuracy: 0.965, Validation Accuracy: 0.970, Loss: 0.009 Epoch 57 Batch 39/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 57 Batch 40/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.009 Epoch 57 Batch 41/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 57 Batch 42/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 57 Batch 43/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.009 Epoch 57 Batch 44/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 57 Batch 45/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.011 Epoch 57 Batch 46/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 57 Batch 47/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 57 Batch 48/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 57 Batch 49/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 57 Batch 50/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.012 Epoch 57 Batch 51/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 57 Batch 52/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 57 Batch 53/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 57 Batch 54/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 57 Batch 55/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.013 Epoch 57 Batch 56/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.008 Epoch 57 Batch 57/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.012 Epoch 57 Batch 58/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 57 Batch 59/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.009 Epoch 57 Batch 60/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.009 Epoch 57 Batch 61/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.010 Epoch 57 Batch 62/269 - Train Accuracy: 0.969, Validation Accuracy: 0.972, Loss: 0.010 Epoch 57 Batch 63/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.011 Epoch 57 Batch 64/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.008 Epoch 57 Batch 65/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.008 Epoch 57 Batch 66/269 - Train Accuracy: 0.970, Validation Accuracy: 0.972, Loss: 0.011 Epoch 57 Batch 67/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 57 Batch 68/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 57 Batch 69/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.011 Epoch 57 Batch 70/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.011 Epoch 57 Batch 71/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.012 Epoch 57 Batch 72/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.011 Epoch 57 Batch 73/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 57 Batch 74/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 57 Batch 75/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 76/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 77/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 57 Batch 78/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 57 Batch 79/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.008 Epoch 57 Batch 80/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.009 Epoch 57 Batch 81/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.012 Epoch 57 Batch 82/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.007 Epoch 57 Batch 83/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.012 Epoch 57 Batch 84/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 57 Batch 85/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.012 Epoch 57 Batch 86/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 57 Batch 87/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 57 Batch 88/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 57 Batch 89/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.009 Epoch 57 Batch 90/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.009 Epoch 57 Batch 91/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 57 Batch 92/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 57 Batch 93/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 57 Batch 94/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 57 Batch 95/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 57 Batch 96/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 57 Batch 98/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 57 Batch 99/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 57 Batch 100/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 101/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.015 Epoch 57 Batch 102/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 57 Batch 103/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 57 Batch 104/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 105/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 57 Batch 106/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.010 Epoch 57 Batch 107/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.010 Epoch 57 Batch 108/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.011 Epoch 57 Batch 109/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.012 Epoch 57 Batch 110/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 57 Batch 111/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.006 Epoch 57 Batch 112/269 - Train Accuracy: 0.964, Validation Accuracy: 0.971, Loss: 0.008 Epoch 57 Batch 113/269 - Train Accuracy: 0.966, Validation Accuracy: 0.971, Loss: 0.011 Epoch 57 Batch 114/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 57 Batch 115/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 57 Batch 116/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 57 Batch 117/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 57 Batch 118/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 57 Batch 119/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.015 Epoch 57 Batch 120/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 57 Batch 121/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 122/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 57 Batch 123/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.010 Epoch 57 Batch 124/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.009 Epoch 57 Batch 125/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 57 Batch 126/269 - Train Accuracy: 0.966, Validation Accuracy: 0.970, Loss: 0.012 Epoch 57 Batch 127/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.007 Epoch 57 Batch 128/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 57 Batch 129/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 57 Batch 130/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.010 Epoch 57 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 57 Batch 132/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.010 Epoch 57 Batch 133/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 57 Batch 134/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 57 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 57 Batch 136/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 57 Batch 137/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.010 Epoch 57 Batch 138/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.007 Epoch 57 Batch 139/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.008 Epoch 57 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.010 Epoch 57 Batch 141/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.010 Epoch 57 Batch 142/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.012 Epoch 57 Batch 143/269 - Train Accuracy: 0.967, Validation Accuracy: 0.972, Loss: 0.009 Epoch 57 Batch 144/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.007 Epoch 57 Batch 145/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.007 Epoch 57 Batch 146/269 - Train Accuracy: 0.970, Validation Accuracy: 0.972, Loss: 0.008 Epoch 57 Batch 147/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.008 Epoch 57 Batch 148/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.010 Epoch 57 Batch 149/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 57 Batch 150/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.012 Epoch 57 Batch 151/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 57 Batch 152/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 57 Batch 153/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 57 Batch 154/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 57 Batch 155/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.009 Epoch 57 Batch 156/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 57 Batch 157/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 57 Batch 158/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 57 Batch 159/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.010 Epoch 57 Batch 160/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 57 Batch 161/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 57 Batch 162/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.010 Epoch 57 Batch 163/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.008 Epoch 57 Batch 164/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 57 Batch 165/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 166/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.010 Epoch 57 Batch 167/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 168/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.009 Epoch 57 Batch 169/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.007 Epoch 57 Batch 170/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 57 Batch 171/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.010 Epoch 57 Batch 172/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.010 Epoch 57 Batch 173/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 57 Batch 174/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 57 Batch 175/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 57 Batch 176/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 57 Batch 177/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 57 Batch 178/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 57 Batch 179/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 57 Batch 180/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 57 Batch 181/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 57 Batch 182/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 57 Batch 183/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 57 Batch 184/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.011 Epoch 57 Batch 185/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.010 Epoch 57 Batch 186/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.009 Epoch 57 Batch 187/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 57 Batch 188/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.010 Epoch 57 Batch 189/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 57 Batch 190/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 57 Batch 191/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 57 Batch 192/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 57 Batch 193/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 194/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 57 Batch 195/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.010 Epoch 57 Batch 196/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.012 Epoch 57 Batch 197/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.009 Epoch 57 Batch 198/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.009 Epoch 57 Batch 199/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 57 Batch 200/269 - Train Accuracy: 0.985, Validation Accuracy: 0.961, Loss: 0.006 Epoch 57 Batch 201/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.010 Epoch 57 Batch 202/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.011 Epoch 57 Batch 203/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 57 Batch 204/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.007 Epoch 57 Batch 205/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 57 Batch 206/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.012 Epoch 57 Batch 207/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 57 Batch 208/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 57 Batch 209/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 57 Batch 210/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 211/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.012 Epoch 57 Batch 212/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.012 Epoch 57 Batch 213/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 214/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 57 Batch 215/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.011 Epoch 57 Batch 216/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.014 Epoch 57 Batch 217/269 - Train Accuracy: 0.961, Validation Accuracy: 0.967, Loss: 0.013 Epoch 57 Batch 218/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.008 Epoch 57 Batch 219/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.010 Epoch 57 Batch 220/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 57 Batch 221/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 57 Batch 222/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 57 Batch 223/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 57 Batch 224/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 57 Batch 225/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 57 Batch 226/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 57 Batch 227/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 57 Batch 228/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 57 Batch 229/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 57 Batch 230/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 57 Batch 231/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.011 Epoch 57 Batch 232/269 - Train Accuracy: 0.968, Validation Accuracy: 0.972, Loss: 0.010 Epoch 57 Batch 233/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.008 Epoch 57 Batch 234/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.009 Epoch 57 Batch 235/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.005 Epoch 57 Batch 236/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 57 Batch 237/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 57 Batch 238/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 57 Batch 239/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 57 Batch 240/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 57 Batch 241/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.011 Epoch 57 Batch 242/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 57 Batch 243/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 57 Batch 244/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 245/269 - Train Accuracy: 0.964, Validation Accuracy: 0.969, Loss: 0.010 Epoch 57 Batch 246/269 - Train Accuracy: 0.965, Validation Accuracy: 0.969, Loss: 0.011 Epoch 57 Batch 247/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 57 Batch 248/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 57 Batch 249/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 57 Batch 250/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 57 Batch 251/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 57 Batch 252/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 57 Batch 253/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.009 Epoch 57 Batch 254/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.011 Epoch 57 Batch 255/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 57 Batch 256/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 57 Batch 257/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.013 Epoch 57 Batch 258/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 57 Batch 259/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 57 Batch 260/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 57 Batch 261/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 57 Batch 262/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 57 Batch 263/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 57 Batch 264/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 57 Batch 265/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 57 Batch 266/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 57 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 58 Batch 0/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 58 Batch 1/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 58 Batch 2/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 58 Batch 3/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.007 Epoch 58 Batch 4/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.009 Epoch 58 Batch 5/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.008 Epoch 58 Batch 6/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 58 Batch 7/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.011 Epoch 58 Batch 8/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.009 Epoch 58 Batch 9/269 - Train Accuracy: 0.967, Validation Accuracy: 0.972, Loss: 0.010 Epoch 58 Batch 10/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.008 Epoch 58 Batch 11/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.010 Epoch 58 Batch 12/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.012 Epoch 58 Batch 13/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.007 Epoch 58 Batch 14/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 58 Batch 15/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.006 Epoch 58 Batch 16/269 - Train Accuracy: 0.964, Validation Accuracy: 0.969, Loss: 0.013 Epoch 58 Batch 17/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 58 Batch 18/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 58 Batch 19/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 58 Batch 20/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 58 Batch 21/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.012 Epoch 58 Batch 22/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 58 Batch 23/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.011 Epoch 58 Batch 24/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 58 Batch 25/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 58 Batch 26/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 58 Batch 27/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 58 Batch 28/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 58 Batch 29/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 58 Batch 30/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.009 Epoch 58 Batch 31/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 58 Batch 32/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 58 Batch 33/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.011 Epoch 58 Batch 34/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 58 Batch 35/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.013 Epoch 58 Batch 36/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 58 Batch 37/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 58 Batch 38/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.010 Epoch 58 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 58 Batch 40/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 58 Batch 41/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 58 Batch 42/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.007 Epoch 58 Batch 43/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 58 Batch 44/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 58 Batch 45/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 58 Batch 46/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 58 Batch 47/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 58 Batch 48/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 58 Batch 49/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 58 Batch 50/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.011 Epoch 58 Batch 51/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.012 Epoch 58 Batch 52/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 58 Batch 53/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.009 Epoch 58 Batch 54/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.009 Epoch 58 Batch 55/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 58 Batch 56/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.011 Epoch 58 Batch 57/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 58 Batch 58/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.010 Epoch 58 Batch 59/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.005 Epoch 58 Batch 60/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.011 Epoch 58 Batch 61/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 58 Batch 62/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 58 Batch 63/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.011 Epoch 58 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.009 Epoch 58 Batch 65/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.008 Epoch 58 Batch 66/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 58 Batch 67/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 58 Batch 68/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.009 Epoch 58 Batch 69/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.013 Epoch 58 Batch 70/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.011 Epoch 58 Batch 71/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 58 Batch 72/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 58 Batch 73/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 58 Batch 74/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.007 Epoch 58 Batch 75/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.011 Epoch 58 Batch 76/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 58 Batch 77/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.008 Epoch 58 Batch 78/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 58 Batch 79/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.010 Epoch 58 Batch 80/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 58 Batch 81/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 58 Batch 82/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 58 Batch 83/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.012 Epoch 58 Batch 84/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 58 Batch 85/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 58 Batch 86/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.007 Epoch 58 Batch 87/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 58 Batch 88/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.009 Epoch 58 Batch 89/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.009 Epoch 58 Batch 90/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 58 Batch 91/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.008 Epoch 58 Batch 92/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.006 Epoch 58 Batch 93/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.007 Epoch 58 Batch 94/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 58 Batch 95/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.008 Epoch 58 Batch 96/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.010 Epoch 58 Batch 97/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.009 Epoch 58 Batch 98/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.009 Epoch 58 Batch 99/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.007 Epoch 58 Batch 100/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 58 Batch 101/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 58 Batch 102/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 58 Batch 103/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 58 Batch 104/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 58 Batch 105/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 58 Batch 106/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 58 Batch 107/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 58 Batch 108/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.007 Epoch 58 Batch 109/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 58 Batch 110/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.007 Epoch 58 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.009 Epoch 58 Batch 112/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 58 Batch 113/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.010 Epoch 58 Batch 114/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 58 Batch 115/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 58 Batch 116/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.007 Epoch 58 Batch 117/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.007 Epoch 58 Batch 118/269 - Train Accuracy: 0.981, Validation Accuracy: 0.961, Loss: 0.008 Epoch 58 Batch 119/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 58 Batch 120/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.009 Epoch 58 Batch 121/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.006 Epoch 58 Batch 122/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.010 Epoch 58 Batch 123/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 58 Batch 124/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 58 Batch 125/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 58 Batch 126/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 58 Batch 127/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 58 Batch 128/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 58 Batch 129/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 58 Batch 130/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 58 Batch 131/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.011 Epoch 58 Batch 132/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.011 Epoch 58 Batch 133/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 58 Batch 134/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 58 Batch 135/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 58 Batch 136/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 58 Batch 137/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 58 Batch 138/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.007 Epoch 58 Batch 139/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 58 Batch 140/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 58 Batch 141/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.009 Epoch 58 Batch 142/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 58 Batch 143/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 58 Batch 144/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 58 Batch 145/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.009 Epoch 58 Batch 146/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.007 Epoch 58 Batch 147/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 58 Batch 148/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 58 Batch 149/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 58 Batch 150/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.013 Epoch 58 Batch 151/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.012 Epoch 58 Batch 152/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 58 Batch 153/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 58 Batch 154/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 58 Batch 155/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.010 Epoch 58 Batch 156/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.010 Epoch 58 Batch 157/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.009 Epoch 58 Batch 158/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 58 Batch 159/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 58 Batch 160/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 58 Batch 161/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 58 Batch 162/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.008 Epoch 58 Batch 163/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.010 Epoch 58 Batch 164/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 58 Batch 165/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 58 Batch 166/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 58 Batch 167/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 58 Batch 168/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 58 Batch 169/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 58 Batch 170/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 58 Batch 171/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.011 Epoch 58 Batch 172/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 58 Batch 173/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.011 Epoch 58 Batch 174/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 58 Batch 175/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.013 Epoch 58 Batch 176/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 58 Batch 177/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 58 Batch 178/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 58 Batch 179/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 58 Batch 180/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 58 Batch 181/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 58 Batch 182/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 58 Batch 183/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 58 Batch 184/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.013 Epoch 58 Batch 185/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 58 Batch 186/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.009 Epoch 58 Batch 187/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 58 Batch 188/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 58 Batch 189/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.009 Epoch 58 Batch 190/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 58 Batch 191/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 58 Batch 192/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 58 Batch 193/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 58 Batch 194/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 58 Batch 195/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 58 Batch 196/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 58 Batch 197/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 58 Batch 198/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 58 Batch 199/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 58 Batch 200/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 58 Batch 201/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 58 Batch 202/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.012 Epoch 58 Batch 203/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 58 Batch 204/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.011 Epoch 58 Batch 205/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 58 Batch 206/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.011 Epoch 58 Batch 207/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.012 Epoch 58 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 58 Batch 209/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 58 Batch 210/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.009 Epoch 58 Batch 211/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.013 Epoch 58 Batch 212/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.014 Epoch 58 Batch 213/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 58 Batch 214/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 58 Batch 215/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 58 Batch 216/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.015 Epoch 58 Batch 217/269 - Train Accuracy: 0.962, Validation Accuracy: 0.965, Loss: 0.014 Epoch 58 Batch 218/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.009 Epoch 58 Batch 219/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 58 Batch 220/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 58 Batch 221/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 58 Batch 222/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 58 Batch 223/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 58 Batch 224/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 58 Batch 225/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 58 Batch 226/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 58 Batch 227/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 58 Batch 228/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.010 Epoch 58 Batch 229/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.010 Epoch 58 Batch 230/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.009 Epoch 58 Batch 231/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.013 Epoch 58 Batch 232/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.014 Epoch 58 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.958, Loss: 0.011 Epoch 58 Batch 234/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 58 Batch 235/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 58 Batch 236/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 58 Batch 237/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 58 Batch 238/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 58 Batch 239/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.016 Epoch 58 Batch 240/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.013 Epoch 58 Batch 241/269 - Train Accuracy: 0.957, Validation Accuracy: 0.963, Loss: 0.013 Epoch 58 Batch 242/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 58 Batch 243/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 58 Batch 244/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.011 Epoch 58 Batch 245/269 - Train Accuracy: 0.962, Validation Accuracy: 0.959, Loss: 0.010 Epoch 58 Batch 246/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.010 Epoch 58 Batch 247/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 58 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 58 Batch 249/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 58 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.012 Epoch 58 Batch 251/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 58 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 58 Batch 253/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 58 Batch 254/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.013 Epoch 58 Batch 255/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 58 Batch 256/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 58 Batch 257/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.013 Epoch 58 Batch 258/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 58 Batch 259/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.011 Epoch 58 Batch 260/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.011 Epoch 58 Batch 261/269 - Train Accuracy: 0.978, Validation Accuracy: 0.954, Loss: 0.007 Epoch 58 Batch 262/269 - Train Accuracy: 0.974, Validation Accuracy: 0.956, Loss: 0.008 Epoch 58 Batch 263/269 - Train Accuracy: 0.975, Validation Accuracy: 0.955, Loss: 0.011 Epoch 58 Batch 264/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.009 Epoch 58 Batch 265/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 58 Batch 266/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 58 Batch 267/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 59 Batch 0/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 59 Batch 1/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 59 Batch 2/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.012 Epoch 59 Batch 3/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 59 Batch 4/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.013 Epoch 59 Batch 5/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 59 Batch 6/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 59 Batch 7/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 59 Batch 8/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 59 Batch 9/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 59 Batch 10/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 59 Batch 11/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.013 Epoch 59 Batch 12/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.012 Epoch 59 Batch 13/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.011 Epoch 59 Batch 14/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 59 Batch 15/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 59 Batch 16/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.016 Epoch 59 Batch 17/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 59 Batch 18/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.013 Epoch 59 Batch 19/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.010 Epoch 59 Batch 20/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.011 Epoch 59 Batch 21/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.011 Epoch 59 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 59 Batch 23/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 59 Batch 24/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 59 Batch 25/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 59 Batch 26/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.008 Epoch 59 Batch 27/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 59 Batch 28/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 59 Batch 29/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 59 Batch 30/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.010 Epoch 59 Batch 31/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 59 Batch 32/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.006 Epoch 59 Batch 33/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 59 Batch 34/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 59 Batch 35/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.013 Epoch 59 Batch 36/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 59 Batch 37/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.011 Epoch 59 Batch 38/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.009 Epoch 59 Batch 39/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.006 Epoch 59 Batch 40/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 59 Batch 41/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 59 Batch 42/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 59 Batch 43/269 - Train Accuracy: 0.969, Validation Accuracy: 0.972, Loss: 0.009 Epoch 59 Batch 44/269 - Train Accuracy: 0.972, Validation Accuracy: 0.974, Loss: 0.010 Epoch 59 Batch 45/269 - Train Accuracy: 0.968, Validation Accuracy: 0.972, Loss: 0.011 Epoch 59 Batch 46/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 59 Batch 47/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 59 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.012 Epoch 59 Batch 49/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 59 Batch 50/269 - Train Accuracy: 0.961, Validation Accuracy: 0.968, Loss: 0.011 Epoch 59 Batch 51/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.011 Epoch 59 Batch 52/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 59 Batch 53/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 59 Batch 54/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.010 Epoch 59 Batch 55/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 59 Batch 56/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 59 Batch 57/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.011 Epoch 59 Batch 58/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 59 Batch 59/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.008 Epoch 59 Batch 60/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 59 Batch 61/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 59 Batch 62/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 59 Batch 63/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 59 Batch 64/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 59 Batch 65/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 59 Batch 66/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 59 Batch 67/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 59 Batch 68/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 59 Batch 69/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.011 Epoch 59 Batch 70/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.011 Epoch 59 Batch 71/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 59 Batch 72/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.012 Epoch 59 Batch 73/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.008 Epoch 59 Batch 74/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 59 Batch 75/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.010 Epoch 59 Batch 76/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.007 Epoch 59 Batch 77/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 59 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 59 Batch 79/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.012 Epoch 59 Batch 80/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 59 Batch 81/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 59 Batch 82/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 59 Batch 83/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 59 Batch 84/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 59 Batch 85/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 59 Batch 86/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 59 Batch 87/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 59 Batch 88/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 59 Batch 89/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.007 Epoch 59 Batch 90/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.009 Epoch 59 Batch 91/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 59 Batch 92/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.010 Epoch 59 Batch 93/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 59 Batch 94/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 59 Batch 95/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 59 Batch 96/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.009 Epoch 59 Batch 97/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 59 Batch 98/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 59 Batch 99/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 59 Batch 100/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 59 Batch 101/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.014 Epoch 59 Batch 102/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 59 Batch 103/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.011 Epoch 59 Batch 104/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.008 Epoch 59 Batch 105/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.008 Epoch 59 Batch 106/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 59 Batch 107/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.011 Epoch 59 Batch 108/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 59 Batch 109/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 59 Batch 110/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 59 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 59 Batch 112/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 59 Batch 113/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.011 Epoch 59 Batch 114/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 59 Batch 115/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 59 Batch 116/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.009 Epoch 59 Batch 117/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 59 Batch 118/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.015 Epoch 59 Batch 119/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 59 Batch 120/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 59 Batch 121/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 59 Batch 122/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 59 Batch 123/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.012 Epoch 59 Batch 124/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.009 Epoch 59 Batch 125/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 59 Batch 126/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 59 Batch 127/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 59 Batch 128/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 59 Batch 129/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 59 Batch 130/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 59 Batch 131/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.020 Epoch 59 Batch 132/269 - Train Accuracy: 0.962, Validation Accuracy: 0.967, Loss: 0.011 Epoch 59 Batch 133/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 59 Batch 134/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.013 Epoch 59 Batch 135/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 59 Batch 136/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 59 Batch 137/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 59 Batch 138/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.012 Epoch 59 Batch 139/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.012 Epoch 59 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 59 Batch 141/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.012 Epoch 59 Batch 142/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 59 Batch 143/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.010 Epoch 59 Batch 144/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 59 Batch 145/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.011 Epoch 59 Batch 146/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.014 Epoch 59 Batch 147/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.012 Epoch 59 Batch 148/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 59 Batch 149/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.012 Epoch 59 Batch 150/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.014 Epoch 59 Batch 151/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.012 Epoch 59 Batch 152/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 59 Batch 153/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.011 Epoch 59 Batch 154/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.012 Epoch 59 Batch 155/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.013 Epoch 59 Batch 156/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 59 Batch 157/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 59 Batch 158/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.013 Epoch 59 Batch 159/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.013 Epoch 59 Batch 160/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 59 Batch 161/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 59 Batch 162/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.011 Epoch 59 Batch 163/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.011 Epoch 59 Batch 164/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 59 Batch 165/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 59 Batch 166/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 59 Batch 167/269 - Train Accuracy: 0.975, Validation Accuracy: 0.957, Loss: 0.013 Epoch 59 Batch 168/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.010 Epoch 59 Batch 169/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.011 Epoch 59 Batch 170/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 59 Batch 171/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.011 Epoch 59 Batch 172/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 59 Batch 173/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.008 Epoch 59 Batch 174/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.014 Epoch 59 Batch 175/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.017 Epoch 59 Batch 176/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 59 Batch 177/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 59 Batch 178/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 59 Batch 179/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 59 Batch 180/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 59 Batch 181/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 59 Batch 182/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.012 Epoch 59 Batch 183/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.006 Epoch 59 Batch 184/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 59 Batch 185/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.010 Epoch 59 Batch 186/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 59 Batch 187/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 59 Batch 188/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 59 Batch 189/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 59 Batch 190/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 59 Batch 191/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.010 Epoch 59 Batch 192/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 59 Batch 193/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.009 Epoch 59 Batch 194/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 59 Batch 195/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 59 Batch 196/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 59 Batch 197/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 59 Batch 198/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.011 Epoch 59 Batch 199/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.008 Epoch 59 Batch 200/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.011 Epoch 59 Batch 201/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.011 Epoch 59 Batch 202/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 59 Batch 203/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.014 Epoch 59 Batch 204/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 59 Batch 205/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 59 Batch 206/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.014 Epoch 59 Batch 207/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 59 Batch 208/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.010 Epoch 59 Batch 209/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 59 Batch 210/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 59 Batch 211/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.009 Epoch 59 Batch 212/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.009 Epoch 59 Batch 213/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 59 Batch 214/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 59 Batch 215/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.011 Epoch 59 Batch 216/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.012 Epoch 59 Batch 217/269 - Train Accuracy: 0.954, Validation Accuracy: 0.965, Loss: 0.013 Epoch 59 Batch 218/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 59 Batch 219/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.011 Epoch 59 Batch 220/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.011 Epoch 59 Batch 221/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 59 Batch 222/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.010 Epoch 59 Batch 223/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.010 Epoch 59 Batch 224/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.013 Epoch 59 Batch 225/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 59 Batch 226/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.011 Epoch 59 Batch 227/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.012 Epoch 59 Batch 228/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 59 Batch 229/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 59 Batch 230/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.010 Epoch 59 Batch 231/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.013 Epoch 59 Batch 232/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.008 Epoch 59 Batch 233/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.010 Epoch 59 Batch 234/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.009 Epoch 59 Batch 235/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 59 Batch 236/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 59 Batch 237/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.012 Epoch 59 Batch 238/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 59 Batch 239/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 59 Batch 240/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 59 Batch 241/269 - Train Accuracy: 0.960, Validation Accuracy: 0.963, Loss: 0.016 Epoch 59 Batch 242/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 59 Batch 243/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 59 Batch 244/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 59 Batch 245/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 59 Batch 246/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.015 Epoch 59 Batch 247/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.010 Epoch 59 Batch 248/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 59 Batch 249/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 59 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.012 Epoch 59 Batch 251/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 59 Batch 252/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.008 Epoch 59 Batch 253/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 59 Batch 254/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 59 Batch 255/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 59 Batch 256/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 59 Batch 257/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 59 Batch 258/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 59 Batch 259/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 59 Batch 260/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 59 Batch 261/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 59 Batch 262/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 59 Batch 263/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 59 Batch 264/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.010 Epoch 59 Batch 265/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 59 Batch 266/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 59 Batch 267/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 60 Batch 0/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 60 Batch 1/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.008 Epoch 60 Batch 2/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 60 Batch 3/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.010 Epoch 60 Batch 4/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 60 Batch 5/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.010 Epoch 60 Batch 6/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 60 Batch 7/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.012 Epoch 60 Batch 8/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 60 Batch 9/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.010 Epoch 60 Batch 10/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.006 Epoch 60 Batch 11/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 60 Batch 12/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 60 Batch 13/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 60 Batch 14/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.010 Epoch 60 Batch 15/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 60 Batch 16/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.013 Epoch 60 Batch 17/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 60 Batch 18/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.012 Epoch 60 Batch 19/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.010 Epoch 60 Batch 20/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 60 Batch 21/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.010 Epoch 60 Batch 22/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 60 Batch 23/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.015 Epoch 60 Batch 24/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 60 Batch 25/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 60 Batch 26/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 60 Batch 27/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 60 Batch 28/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 60 Batch 29/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.010 Epoch 60 Batch 30/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.011 Epoch 60 Batch 31/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 60 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 60 Batch 33/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.010 Epoch 60 Batch 34/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 60 Batch 35/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.012 Epoch 60 Batch 36/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 60 Batch 37/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.011 Epoch 60 Batch 38/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.011 Epoch 60 Batch 39/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 60 Batch 40/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.012 Epoch 60 Batch 41/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.010 Epoch 60 Batch 42/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 60 Batch 43/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 60 Batch 44/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 60 Batch 45/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.014 Epoch 60 Batch 46/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 60 Batch 47/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 60 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 60 Batch 49/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 60 Batch 50/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.015 Epoch 60 Batch 51/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 60 Batch 52/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 60 Batch 53/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.011 Epoch 60 Batch 54/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.012 Epoch 60 Batch 55/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 60 Batch 56/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 60 Batch 57/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.013 Epoch 60 Batch 58/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 60 Batch 59/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 60 Batch 60/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.010 Epoch 60 Batch 61/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.012 Epoch 60 Batch 62/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.009 Epoch 60 Batch 63/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.012 Epoch 60 Batch 64/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 60 Batch 65/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 60 Batch 66/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 60 Batch 67/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 60 Batch 68/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.011 Epoch 60 Batch 69/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.013 Epoch 60 Batch 70/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 60 Batch 71/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.013 Epoch 60 Batch 72/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.011 Epoch 60 Batch 73/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 60 Batch 74/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 60 Batch 75/269 - Train Accuracy: 0.962, Validation Accuracy: 0.964, Loss: 0.011 Epoch 60 Batch 76/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.009 Epoch 60 Batch 77/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.013 Epoch 60 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.013 Epoch 60 Batch 79/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 60 Batch 80/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.010 Epoch 60 Batch 81/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 60 Batch 82/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.011 Epoch 60 Batch 83/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.012 Epoch 60 Batch 84/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 60 Batch 85/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.008 Epoch 60 Batch 86/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 60 Batch 87/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 60 Batch 88/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.011 Epoch 60 Batch 89/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.012 Epoch 60 Batch 90/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 60 Batch 91/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 60 Batch 92/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 60 Batch 93/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.007 Epoch 60 Batch 94/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 60 Batch 95/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 60 Batch 96/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 60 Batch 97/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.011 Epoch 60 Batch 98/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.010 Epoch 60 Batch 99/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 60 Batch 100/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.012 Epoch 60 Batch 101/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.011 Epoch 60 Batch 102/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 60 Batch 103/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 60 Batch 104/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 60 Batch 105/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 60 Batch 106/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 60 Batch 107/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 60 Batch 108/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 60 Batch 109/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.012 Epoch 60 Batch 110/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 60 Batch 111/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.011 Epoch 60 Batch 112/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.012 Epoch 60 Batch 113/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.011 Epoch 60 Batch 114/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 60 Batch 115/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 60 Batch 116/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.012 Epoch 60 Batch 117/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 60 Batch 118/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.010 Epoch 60 Batch 119/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 60 Batch 120/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 60 Batch 121/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.012 Epoch 60 Batch 122/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.011 Epoch 60 Batch 123/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.011 Epoch 60 Batch 124/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 60 Batch 125/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.009 Epoch 60 Batch 126/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 60 Batch 127/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 60 Batch 128/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.011 Epoch 60 Batch 129/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.011 Epoch 60 Batch 130/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.011 Epoch 60 Batch 131/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.013 Epoch 60 Batch 132/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.012 Epoch 60 Batch 133/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 60 Batch 134/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 60 Batch 135/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 60 Batch 136/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.013 Epoch 60 Batch 137/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.012 Epoch 60 Batch 138/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 60 Batch 139/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 60 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.011 Epoch 60 Batch 141/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.010 Epoch 60 Batch 142/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.012 Epoch 60 Batch 143/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.013 Epoch 60 Batch 144/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 60 Batch 145/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.006 Epoch 60 Batch 146/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 60 Batch 147/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.012 Epoch 60 Batch 148/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 60 Batch 149/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 60 Batch 150/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.013 Epoch 60 Batch 151/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 60 Batch 152/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.012 Epoch 60 Batch 153/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.010 Epoch 60 Batch 154/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.013 Epoch 60 Batch 155/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.013 Epoch 60 Batch 156/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.011 Epoch 60 Batch 157/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 60 Batch 158/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 60 Batch 159/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.008 Epoch 60 Batch 160/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 60 Batch 161/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 60 Batch 162/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 60 Batch 163/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.011 Epoch 60 Batch 164/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.012 Epoch 60 Batch 165/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 60 Batch 166/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 60 Batch 167/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.013 Epoch 60 Batch 168/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 60 Batch 169/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 60 Batch 170/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 60 Batch 171/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 60 Batch 172/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 60 Batch 173/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 60 Batch 174/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 60 Batch 175/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.014 Epoch 60 Batch 176/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 60 Batch 177/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 60 Batch 178/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 60 Batch 179/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.011 Epoch 60 Batch 180/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 60 Batch 181/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.013 Epoch 60 Batch 182/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 60 Batch 183/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.007 Epoch 60 Batch 184/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 60 Batch 185/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.012 Epoch 60 Batch 186/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 60 Batch 187/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.009 Epoch 60 Batch 188/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.009 Epoch 60 Batch 189/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 60 Batch 190/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 60 Batch 191/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.009 Epoch 60 Batch 192/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 60 Batch 193/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.009 Epoch 60 Batch 194/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 60 Batch 195/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 60 Batch 196/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.011 Epoch 60 Batch 197/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 60 Batch 198/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.012 Epoch 60 Batch 199/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.013 Epoch 60 Batch 200/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.010 Epoch 60 Batch 201/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 60 Batch 202/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.012 Epoch 60 Batch 203/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.015 Epoch 60 Batch 204/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 60 Batch 205/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 60 Batch 206/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.013 Epoch 60 Batch 207/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 60 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 60 Batch 209/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.011 Epoch 60 Batch 210/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.010 Epoch 60 Batch 211/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.012 Epoch 60 Batch 212/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.013 Epoch 60 Batch 213/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 60 Batch 214/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.009 Epoch 60 Batch 215/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.014 Epoch 60 Batch 216/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.010 Epoch 60 Batch 217/269 - Train Accuracy: 0.960, Validation Accuracy: 0.959, Loss: 0.012 Epoch 60 Batch 218/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.010 Epoch 60 Batch 219/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.009 Epoch 60 Batch 220/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 60 Batch 221/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 60 Batch 222/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 60 Batch 223/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.011 Epoch 60 Batch 224/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.014 Epoch 60 Batch 225/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 60 Batch 226/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.012 Epoch 60 Batch 227/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.012 Epoch 60 Batch 228/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 60 Batch 229/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 60 Batch 230/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.012 Epoch 60 Batch 231/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 60 Batch 232/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.009 Epoch 60 Batch 233/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.009 Epoch 60 Batch 234/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 60 Batch 235/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.008 Epoch 60 Batch 236/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 60 Batch 237/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 60 Batch 238/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 60 Batch 239/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.013 Epoch 60 Batch 240/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 60 Batch 241/269 - Train Accuracy: 0.958, Validation Accuracy: 0.964, Loss: 0.013 Epoch 60 Batch 242/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 60 Batch 243/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.008 Epoch 60 Batch 244/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 60 Batch 245/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.011 Epoch 60 Batch 246/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.012 Epoch 60 Batch 247/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 60 Batch 248/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 60 Batch 249/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.011 Epoch 60 Batch 250/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.012 Epoch 60 Batch 251/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 60 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 60 Batch 253/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 60 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.009 Epoch 60 Batch 255/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.009 Epoch 60 Batch 256/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.009 Epoch 60 Batch 257/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.013 Epoch 60 Batch 258/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 60 Batch 259/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.009 Epoch 60 Batch 260/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 60 Batch 261/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 60 Batch 262/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.011 Epoch 60 Batch 263/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.011 Epoch 60 Batch 264/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 60 Batch 265/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 60 Batch 266/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.007 Epoch 60 Batch 267/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.012 Epoch 61 Batch 0/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.008 Epoch 61 Batch 1/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.007 Epoch 61 Batch 2/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.011 Epoch 61 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.009 Epoch 61 Batch 4/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.010 Epoch 61 Batch 5/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.011 Epoch 61 Batch 6/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.009 Epoch 61 Batch 7/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 61 Batch 8/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.008 Epoch 61 Batch 9/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 61 Batch 10/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 61 Batch 11/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.013 Epoch 61 Batch 12/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.012 Epoch 61 Batch 13/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.007 Epoch 61 Batch 14/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.008 Epoch 61 Batch 15/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 61 Batch 16/269 - Train Accuracy: 0.960, Validation Accuracy: 0.964, Loss: 0.015 Epoch 61 Batch 17/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 61 Batch 18/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.011 Epoch 61 Batch 19/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.009 Epoch 61 Batch 20/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.010 Epoch 61 Batch 21/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 61 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 61 Batch 23/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.013 Epoch 61 Batch 24/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 61 Batch 25/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 61 Batch 26/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 61 Batch 27/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 61 Batch 28/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.010 Epoch 61 Batch 29/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.009 Epoch 61 Batch 30/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.012 Epoch 61 Batch 31/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 61 Batch 32/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 61 Batch 33/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.007 Epoch 61 Batch 34/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.008 Epoch 61 Batch 35/269 - Train Accuracy: 0.969, Validation Accuracy: 0.972, Loss: 0.011 Epoch 61 Batch 36/269 - Train Accuracy: 0.975, Validation Accuracy: 0.973, Loss: 0.011 Epoch 61 Batch 37/269 - Train Accuracy: 0.974, Validation Accuracy: 0.973, Loss: 0.011 Epoch 61 Batch 38/269 - Train Accuracy: 0.968, Validation Accuracy: 0.973, Loss: 0.012 Epoch 61 Batch 39/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.008 Epoch 61 Batch 40/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.012 Epoch 61 Batch 41/269 - Train Accuracy: 0.974, Validation Accuracy: 0.973, Loss: 0.011 Epoch 61 Batch 42/269 - Train Accuracy: 0.972, Validation Accuracy: 0.974, Loss: 0.010 Epoch 61 Batch 43/269 - Train Accuracy: 0.969, Validation Accuracy: 0.973, Loss: 0.011 Epoch 61 Batch 44/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 61 Batch 45/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.013 Epoch 61 Batch 46/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 61 Batch 47/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.012 Epoch 61 Batch 48/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.010 Epoch 61 Batch 49/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.011 Epoch 61 Batch 50/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.010 Epoch 61 Batch 51/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 61 Batch 52/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 61 Batch 53/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.010 Epoch 61 Batch 54/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 61 Batch 55/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.009 Epoch 61 Batch 56/269 - Train Accuracy: 0.961, Validation Accuracy: 0.969, Loss: 0.013 Epoch 61 Batch 57/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.014 Epoch 61 Batch 58/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 61 Batch 59/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 61 Batch 60/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.012 Epoch 61 Batch 61/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 61 Batch 62/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.013 Epoch 61 Batch 63/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 61 Batch 64/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 61 Batch 65/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.011 Epoch 61 Batch 66/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 61 Batch 67/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.012 Epoch 61 Batch 68/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.011 Epoch 61 Batch 69/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.014 Epoch 61 Batch 70/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 61 Batch 71/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.010 Epoch 61 Batch 72/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.009 Epoch 61 Batch 73/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 61 Batch 74/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 61 Batch 75/269 - Train Accuracy: 0.962, Validation Accuracy: 0.967, Loss: 0.012 Epoch 61 Batch 76/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 61 Batch 77/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 61 Batch 78/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 61 Batch 79/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.010 Epoch 61 Batch 80/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.009 Epoch 61 Batch 81/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 61 Batch 82/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.006 Epoch 61 Batch 83/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.013 Epoch 61 Batch 84/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 61 Batch 85/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.008 Epoch 61 Batch 86/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 61 Batch 87/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.011 Epoch 61 Batch 88/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.009 Epoch 61 Batch 89/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.012 Epoch 61 Batch 90/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.012 Epoch 61 Batch 91/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 61 Batch 92/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 61 Batch 93/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 61 Batch 94/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.013 Epoch 61 Batch 95/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.012 Epoch 61 Batch 96/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 61 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 61 Batch 98/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 61 Batch 99/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 61 Batch 100/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.012 Epoch 61 Batch 101/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.012 Epoch 61 Batch 102/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 61 Batch 103/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 61 Batch 104/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 61 Batch 105/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.008 Epoch 61 Batch 106/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 61 Batch 107/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 61 Batch 108/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 61 Batch 109/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.011 Epoch 61 Batch 110/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 61 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 61 Batch 112/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.010 Epoch 61 Batch 113/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 61 Batch 114/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 61 Batch 115/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.011 Epoch 61 Batch 116/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 61 Batch 117/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.009 Epoch 61 Batch 118/269 - Train Accuracy: 0.980, Validation Accuracy: 0.958, Loss: 0.008 Epoch 61 Batch 119/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.010 Epoch 61 Batch 120/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.009 Epoch 61 Batch 121/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.008 Epoch 61 Batch 122/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.013 Epoch 61 Batch 123/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.010 Epoch 61 Batch 124/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.010 Epoch 61 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 61 Batch 126/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 61 Batch 127/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 61 Batch 128/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 61 Batch 129/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.010 Epoch 61 Batch 130/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.012 Epoch 61 Batch 131/269 - Train Accuracy: 0.964, Validation Accuracy: 0.969, Loss: 0.019 Epoch 61 Batch 132/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 61 Batch 133/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 61 Batch 134/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.008 Epoch 61 Batch 135/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.006 Epoch 61 Batch 136/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.011 Epoch 61 Batch 137/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.010 Epoch 61 Batch 138/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 61 Batch 139/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 61 Batch 140/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 61 Batch 141/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.011 Epoch 61 Batch 142/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.011 Epoch 61 Batch 143/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 61 Batch 144/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 61 Batch 145/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.007 Epoch 61 Batch 146/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 61 Batch 147/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 61 Batch 148/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 61 Batch 149/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 61 Batch 150/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 61 Batch 151/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 61 Batch 152/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 61 Batch 153/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.009 Epoch 61 Batch 154/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 61 Batch 155/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 61 Batch 156/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 61 Batch 157/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 61 Batch 158/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 61 Batch 159/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 61 Batch 160/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 61 Batch 161/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.006 Epoch 61 Batch 162/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.008 Epoch 61 Batch 163/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.009 Epoch 61 Batch 164/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.013 Epoch 61 Batch 165/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.006 Epoch 61 Batch 166/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 61 Batch 167/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.008 Epoch 61 Batch 168/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.011 Epoch 61 Batch 169/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.009 Epoch 61 Batch 170/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.013 Epoch 61 Batch 171/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.011 Epoch 61 Batch 172/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.010 Epoch 61 Batch 173/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 61 Batch 174/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 61 Batch 175/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.012 Epoch 61 Batch 176/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 61 Batch 177/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 61 Batch 178/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 61 Batch 179/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 61 Batch 180/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 61 Batch 181/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 61 Batch 182/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 61 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 61 Batch 184/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.009 Epoch 61 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 61 Batch 186/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 61 Batch 187/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 61 Batch 188/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 61 Batch 189/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.007 Epoch 61 Batch 190/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 61 Batch 191/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 61 Batch 192/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 61 Batch 193/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 61 Batch 194/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 61 Batch 195/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 61 Batch 196/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 61 Batch 197/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 61 Batch 198/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 61 Batch 199/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 61 Batch 200/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.009 Epoch 61 Batch 201/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 61 Batch 202/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 61 Batch 203/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.012 Epoch 61 Batch 204/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 61 Batch 205/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 61 Batch 206/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 61 Batch 207/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 61 Batch 208/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 61 Batch 209/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 61 Batch 210/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 61 Batch 211/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.013 Epoch 61 Batch 212/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 61 Batch 213/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 61 Batch 214/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.011 Epoch 61 Batch 215/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.013 Epoch 61 Batch 216/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.017 Epoch 61 Batch 217/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.020 Epoch 61 Batch 218/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.011 Epoch 61 Batch 219/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.011 Epoch 61 Batch 220/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.015 Epoch 61 Batch 221/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.012 Epoch 61 Batch 222/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.009 Epoch 61 Batch 223/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.009 Epoch 61 Batch 224/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.014 Epoch 61 Batch 225/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 61 Batch 226/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.008 Epoch 61 Batch 227/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.012 Epoch 61 Batch 228/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.010 Epoch 61 Batch 229/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 61 Batch 230/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.013 Epoch 61 Batch 231/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.013 Epoch 61 Batch 232/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.010 Epoch 61 Batch 233/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 61 Batch 234/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 61 Batch 235/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 61 Batch 236/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.011 Epoch 61 Batch 237/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 61 Batch 238/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 61 Batch 239/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 61 Batch 240/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.012 Epoch 61 Batch 241/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.014 Epoch 61 Batch 242/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.010 Epoch 61 Batch 243/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.011 Epoch 61 Batch 244/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.011 Epoch 61 Batch 245/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.013 Epoch 61 Batch 246/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.013 Epoch 61 Batch 247/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.015 Epoch 61 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.013 Epoch 61 Batch 249/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 61 Batch 250/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.012 Epoch 61 Batch 251/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 61 Batch 252/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 61 Batch 253/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.013 Epoch 61 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.014 Epoch 61 Batch 255/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.010 Epoch 61 Batch 256/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.012 Epoch 61 Batch 257/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.014 Epoch 61 Batch 258/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 61 Batch 259/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.014 Epoch 61 Batch 260/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.014 Epoch 61 Batch 261/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 61 Batch 262/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 61 Batch 263/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.012 Epoch 61 Batch 264/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.011 Epoch 61 Batch 265/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.011 Epoch 61 Batch 266/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.007 Epoch 61 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 62 Batch 0/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.012 Epoch 62 Batch 1/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.011 Epoch 62 Batch 2/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.012 Epoch 62 Batch 3/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.012 Epoch 62 Batch 4/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.012 Epoch 62 Batch 5/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.009 Epoch 62 Batch 6/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 62 Batch 7/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.009 Epoch 62 Batch 8/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.015 Epoch 62 Batch 9/269 - Train Accuracy: 0.963, Validation Accuracy: 0.970, Loss: 0.014 Epoch 62 Batch 10/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.013 Epoch 62 Batch 11/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.011 Epoch 62 Batch 12/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.012 Epoch 62 Batch 13/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.007 Epoch 62 Batch 14/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 62 Batch 15/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 62 Batch 16/269 - Train Accuracy: 0.962, Validation Accuracy: 0.968, Loss: 0.016 Epoch 62 Batch 17/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 62 Batch 18/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.011 Epoch 62 Batch 19/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.011 Epoch 62 Batch 20/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.011 Epoch 62 Batch 21/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.016 Epoch 62 Batch 22/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 62 Batch 23/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.018 Epoch 62 Batch 24/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.014 Epoch 62 Batch 25/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 62 Batch 26/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.013 Epoch 62 Batch 27/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 62 Batch 28/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.016 Epoch 62 Batch 29/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.012 Epoch 62 Batch 30/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.015 Epoch 62 Batch 31/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 62 Batch 32/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 62 Batch 33/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 62 Batch 34/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.012 Epoch 62 Batch 35/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.018 Epoch 62 Batch 36/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.012 Epoch 62 Batch 37/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.011 Epoch 62 Batch 38/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.015 Epoch 62 Batch 39/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 62 Batch 40/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.013 Epoch 62 Batch 41/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.012 Epoch 62 Batch 42/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.010 Epoch 62 Batch 43/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.011 Epoch 62 Batch 44/269 - Train Accuracy: 0.976, Validation Accuracy: 0.955, Loss: 0.012 Epoch 62 Batch 45/269 - Train Accuracy: 0.966, Validation Accuracy: 0.954, Loss: 0.012 Epoch 62 Batch 46/269 - Train Accuracy: 0.971, Validation Accuracy: 0.953, Loss: 0.011 Epoch 62 Batch 47/269 - Train Accuracy: 0.978, Validation Accuracy: 0.955, Loss: 0.010 Epoch 62 Batch 48/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.014 Epoch 62 Batch 49/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 62 Batch 50/269 - Train Accuracy: 0.963, Validation Accuracy: 0.968, Loss: 0.013 Epoch 62 Batch 51/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.014 Epoch 62 Batch 52/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 62 Batch 53/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.013 Epoch 62 Batch 54/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.014 Epoch 62 Batch 55/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.011 Epoch 62 Batch 56/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.014 Epoch 62 Batch 57/269 - Train Accuracy: 0.964, Validation Accuracy: 0.962, Loss: 0.014 Epoch 62 Batch 58/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.013 Epoch 62 Batch 59/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.012 Epoch 62 Batch 60/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.012 Epoch 62 Batch 61/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.013 Epoch 62 Batch 62/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.014 Epoch 62 Batch 63/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.016 Epoch 62 Batch 64/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.008 Epoch 62 Batch 65/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 62 Batch 66/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 62 Batch 67/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.010 Epoch 62 Batch 68/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.011 Epoch 62 Batch 69/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 62 Batch 70/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.011 Epoch 62 Batch 71/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.013 Epoch 62 Batch 72/269 - Train Accuracy: 0.961, Validation Accuracy: 0.964, Loss: 0.014 Epoch 62 Batch 73/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 62 Batch 74/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.008 Epoch 62 Batch 75/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 62 Batch 76/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 62 Batch 77/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 62 Batch 78/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.012 Epoch 62 Batch 79/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.012 Epoch 62 Batch 80/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.012 Epoch 62 Batch 81/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.011 Epoch 62 Batch 82/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 62 Batch 83/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.014 Epoch 62 Batch 84/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.016 Epoch 62 Batch 85/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.012 Epoch 62 Batch 86/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 62 Batch 87/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 62 Batch 88/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.011 Epoch 62 Batch 89/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.010 Epoch 62 Batch 90/269 - Train Accuracy: 0.967, Validation Accuracy: 0.955, Loss: 0.011 Epoch 62 Batch 91/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.011 Epoch 62 Batch 92/269 - Train Accuracy: 0.973, Validation Accuracy: 0.955, Loss: 0.010 Epoch 62 Batch 93/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.009 Epoch 62 Batch 94/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.013 Epoch 62 Batch 95/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.008 Epoch 62 Batch 96/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 62 Batch 97/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 62 Batch 98/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.013 Epoch 62 Batch 99/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 62 Batch 100/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.012 Epoch 62 Batch 101/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 62 Batch 102/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 62 Batch 103/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.011 Epoch 62 Batch 104/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 62 Batch 105/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.011 Epoch 62 Batch 106/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 62 Batch 107/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 62 Batch 108/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 62 Batch 109/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.013 Epoch 62 Batch 110/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.009 Epoch 62 Batch 111/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.010 Epoch 62 Batch 112/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 62 Batch 113/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 62 Batch 114/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 62 Batch 115/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.012 Epoch 62 Batch 116/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 62 Batch 117/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 62 Batch 118/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.009 Epoch 62 Batch 119/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 62 Batch 120/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.014 Epoch 62 Batch 121/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 62 Batch 122/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.012 Epoch 62 Batch 123/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.013 Epoch 62 Batch 124/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 62 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 62 Batch 126/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 62 Batch 127/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 62 Batch 128/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 62 Batch 129/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.016 Epoch 62 Batch 130/269 - Train Accuracy: 0.963, Validation Accuracy: 0.968, Loss: 0.013 Epoch 62 Batch 131/269 - Train Accuracy: 0.966, Validation Accuracy: 0.970, Loss: 0.012 Epoch 62 Batch 132/269 - Train Accuracy: 0.954, Validation Accuracy: 0.971, Loss: 0.014 Epoch 62 Batch 133/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.010 Epoch 62 Batch 134/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.011 Epoch 62 Batch 135/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.009 Epoch 62 Batch 136/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.011 Epoch 62 Batch 137/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 62 Batch 138/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 62 Batch 139/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.010 Epoch 62 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 62 Batch 141/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.015 Epoch 62 Batch 142/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.017 Epoch 62 Batch 143/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.012 Epoch 62 Batch 144/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 62 Batch 145/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 62 Batch 146/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.009 Epoch 62 Batch 147/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 62 Batch 148/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.009 Epoch 62 Batch 149/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.012 Epoch 62 Batch 150/269 - Train Accuracy: 0.967, Validation Accuracy: 0.956, Loss: 0.014 Epoch 62 Batch 151/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.010 Epoch 62 Batch 152/269 - Train Accuracy: 0.973, Validation Accuracy: 0.955, Loss: 0.011 Epoch 62 Batch 153/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.008 Epoch 62 Batch 154/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.013 Epoch 62 Batch 155/269 - Train Accuracy: 0.969, Validation Accuracy: 0.956, Loss: 0.013 Epoch 62 Batch 156/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.013 Epoch 62 Batch 157/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.010 Epoch 62 Batch 158/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.011 Epoch 62 Batch 159/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 62 Batch 160/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 62 Batch 161/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 62 Batch 162/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 62 Batch 163/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.009 Epoch 62 Batch 164/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 62 Batch 165/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 62 Batch 166/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 62 Batch 167/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 62 Batch 168/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.012 Epoch 62 Batch 169/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 62 Batch 170/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 62 Batch 171/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 62 Batch 172/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.010 Epoch 62 Batch 173/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 62 Batch 174/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 62 Batch 175/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.014 Epoch 62 Batch 176/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 62 Batch 177/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.011 Epoch 62 Batch 178/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 62 Batch 179/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 62 Batch 180/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 62 Batch 181/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 62 Batch 182/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 62 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 62 Batch 184/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 62 Batch 185/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 62 Batch 186/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 62 Batch 187/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 62 Batch 188/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 62 Batch 189/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.010 Epoch 62 Batch 190/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.011 Epoch 62 Batch 191/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.008 Epoch 62 Batch 192/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.011 Epoch 62 Batch 193/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 62 Batch 194/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 62 Batch 195/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.008 Epoch 62 Batch 196/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.016 Epoch 62 Batch 197/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 62 Batch 198/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 62 Batch 199/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.010 Epoch 62 Batch 200/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.009 Epoch 62 Batch 201/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.008 Epoch 62 Batch 202/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.012 Epoch 62 Batch 203/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.012 Epoch 62 Batch 204/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 62 Batch 205/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 62 Batch 206/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 62 Batch 207/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 62 Batch 208/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.008 Epoch 62 Batch 209/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 62 Batch 210/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.010 Epoch 62 Batch 211/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 62 Batch 212/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.013 Epoch 62 Batch 213/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 62 Batch 214/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.011 Epoch 62 Batch 215/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 62 Batch 216/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.012 Epoch 62 Batch 217/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.012 Epoch 62 Batch 218/269 - Train Accuracy: 0.981, Validation Accuracy: 0.956, Loss: 0.007 Epoch 62 Batch 219/269 - Train Accuracy: 0.976, Validation Accuracy: 0.957, Loss: 0.012 Epoch 62 Batch 220/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.010 Epoch 62 Batch 221/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.009 Epoch 62 Batch 222/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.009 Epoch 62 Batch 223/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.008 Epoch 62 Batch 224/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.014 Epoch 62 Batch 225/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.010 Epoch 62 Batch 226/269 - Train Accuracy: 0.978, Validation Accuracy: 0.957, Loss: 0.013 Epoch 62 Batch 227/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.013 Epoch 62 Batch 228/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 62 Batch 229/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 62 Batch 230/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.014 Epoch 62 Batch 231/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 62 Batch 232/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 62 Batch 233/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 62 Batch 234/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 62 Batch 235/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 62 Batch 236/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 62 Batch 237/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 62 Batch 238/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 62 Batch 239/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.010 Epoch 62 Batch 240/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 62 Batch 241/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.015 Epoch 62 Batch 242/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 62 Batch 243/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.009 Epoch 62 Batch 244/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 62 Batch 245/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 62 Batch 246/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.013 Epoch 62 Batch 247/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 62 Batch 248/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 62 Batch 249/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.011 Epoch 62 Batch 250/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 62 Batch 251/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 62 Batch 252/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 62 Batch 253/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.014 Epoch 62 Batch 254/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.011 Epoch 62 Batch 255/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 62 Batch 256/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 62 Batch 257/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.011 Epoch 62 Batch 258/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 62 Batch 259/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 62 Batch 260/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 62 Batch 261/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 62 Batch 262/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.013 Epoch 62 Batch 263/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 62 Batch 264/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 62 Batch 265/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 62 Batch 266/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 62 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.011 Epoch 63 Batch 0/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 63 Batch 1/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 63 Batch 2/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.012 Epoch 63 Batch 3/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 63 Batch 4/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.013 Epoch 63 Batch 5/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 63 Batch 6/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 63 Batch 7/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 63 Batch 8/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 63 Batch 9/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 63 Batch 10/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.009 Epoch 63 Batch 11/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.010 Epoch 63 Batch 12/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.014 Epoch 63 Batch 13/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.012 Epoch 63 Batch 14/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 63 Batch 15/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 63 Batch 16/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.014 Epoch 63 Batch 17/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 63 Batch 18/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.013 Epoch 63 Batch 19/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 63 Batch 20/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 63 Batch 21/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.011 Epoch 63 Batch 22/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.009 Epoch 63 Batch 23/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.013 Epoch 63 Batch 24/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 63 Batch 25/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 63 Batch 26/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 63 Batch 27/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 63 Batch 28/269 - Train Accuracy: 0.960, Validation Accuracy: 0.965, Loss: 0.011 Epoch 63 Batch 29/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.013 Epoch 63 Batch 30/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.012 Epoch 63 Batch 31/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.012 Epoch 63 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 63 Batch 33/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.012 Epoch 63 Batch 34/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 63 Batch 35/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.018 Epoch 63 Batch 36/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.015 Epoch 63 Batch 37/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.012 Epoch 63 Batch 38/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.015 Epoch 63 Batch 39/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 63 Batch 40/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.012 Epoch 63 Batch 41/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 63 Batch 42/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.013 Epoch 63 Batch 43/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 63 Batch 44/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.013 Epoch 63 Batch 45/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.013 Epoch 63 Batch 46/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 63 Batch 47/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.008 Epoch 63 Batch 48/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.012 Epoch 63 Batch 49/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 63 Batch 50/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.012 Epoch 63 Batch 51/269 - Train Accuracy: 0.961, Validation Accuracy: 0.966, Loss: 0.012 Epoch 63 Batch 52/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 63 Batch 53/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.012 Epoch 63 Batch 54/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 63 Batch 55/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.014 Epoch 63 Batch 56/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.014 Epoch 63 Batch 57/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.013 Epoch 63 Batch 58/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.013 Epoch 63 Batch 59/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 63 Batch 60/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.013 Epoch 63 Batch 61/269 - Train Accuracy: 0.958, Validation Accuracy: 0.960, Loss: 0.015 Epoch 63 Batch 62/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.016 Epoch 63 Batch 63/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.016 Epoch 63 Batch 64/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 63 Batch 65/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 63 Batch 66/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.012 Epoch 63 Batch 67/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.015 Epoch 63 Batch 68/269 - Train Accuracy: 0.963, Validation Accuracy: 0.956, Loss: 0.016 Epoch 63 Batch 69/269 - Train Accuracy: 0.965, Validation Accuracy: 0.957, Loss: 0.015 Epoch 63 Batch 70/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.011 Epoch 63 Batch 71/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.019 Epoch 63 Batch 72/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.013 Epoch 63 Batch 73/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.011 Epoch 63 Batch 74/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.013 Epoch 63 Batch 75/269 - Train Accuracy: 0.967, Validation Accuracy: 0.957, Loss: 0.013 Epoch 63 Batch 76/269 - Train Accuracy: 0.965, Validation Accuracy: 0.958, Loss: 0.012 Epoch 63 Batch 77/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.011 Epoch 63 Batch 78/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 63 Batch 79/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.011 Epoch 63 Batch 80/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 63 Batch 81/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.014 Epoch 63 Batch 82/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.009 Epoch 63 Batch 83/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.013 Epoch 63 Batch 84/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 63 Batch 85/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.010 Epoch 63 Batch 86/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.010 Epoch 63 Batch 87/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 63 Batch 88/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.012 Epoch 63 Batch 89/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 63 Batch 90/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 63 Batch 91/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 63 Batch 92/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 63 Batch 93/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 63 Batch 94/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.015 Epoch 63 Batch 95/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 63 Batch 96/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.011 Epoch 63 Batch 97/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 63 Batch 98/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 63 Batch 99/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 63 Batch 100/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 63 Batch 101/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.013 Epoch 63 Batch 102/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 63 Batch 103/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 63 Batch 104/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 63 Batch 105/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.009 Epoch 63 Batch 106/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.010 Epoch 63 Batch 107/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.007 Epoch 63 Batch 108/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.007 Epoch 63 Batch 109/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.011 Epoch 63 Batch 110/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.007 Epoch 63 Batch 111/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.009 Epoch 63 Batch 112/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.011 Epoch 63 Batch 113/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.012 Epoch 63 Batch 114/269 - Train Accuracy: 0.974, Validation Accuracy: 0.958, Loss: 0.010 Epoch 63 Batch 115/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.012 Epoch 63 Batch 116/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 63 Batch 117/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.011 Epoch 63 Batch 118/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 63 Batch 119/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.011 Epoch 63 Batch 120/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 63 Batch 121/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 63 Batch 122/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.012 Epoch 63 Batch 123/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 63 Batch 124/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.009 Epoch 63 Batch 125/269 - Train Accuracy: 0.977, Validation Accuracy: 0.974, Loss: 0.007 Epoch 63 Batch 126/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.008 Epoch 63 Batch 127/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.007 Epoch 63 Batch 128/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.011 Epoch 63 Batch 129/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.011 Epoch 63 Batch 130/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 63 Batch 131/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 63 Batch 132/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.014 Epoch 63 Batch 133/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 63 Batch 134/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 63 Batch 135/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 63 Batch 136/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 63 Batch 137/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 63 Batch 138/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 63 Batch 139/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.007 Epoch 63 Batch 140/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 63 Batch 141/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 63 Batch 142/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.012 Epoch 63 Batch 143/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.012 Epoch 63 Batch 144/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 63 Batch 145/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 63 Batch 146/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 63 Batch 147/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.012 Epoch 63 Batch 148/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 63 Batch 149/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.013 Epoch 63 Batch 150/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.012 Epoch 63 Batch 151/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 63 Batch 152/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 63 Batch 153/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.008 Epoch 63 Batch 154/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 63 Batch 155/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 63 Batch 156/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 63 Batch 157/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 63 Batch 158/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 63 Batch 159/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 63 Batch 160/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.013 Epoch 63 Batch 161/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 63 Batch 162/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 63 Batch 163/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 63 Batch 164/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 63 Batch 165/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 63 Batch 166/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 63 Batch 167/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 63 Batch 168/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 63 Batch 169/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 63 Batch 170/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 63 Batch 171/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 63 Batch 172/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.009 Epoch 63 Batch 173/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.007 Epoch 63 Batch 174/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 63 Batch 175/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.013 Epoch 63 Batch 176/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 63 Batch 177/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 63 Batch 178/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.011 Epoch 63 Batch 179/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 63 Batch 180/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 63 Batch 181/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.011 Epoch 63 Batch 182/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 63 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 63 Batch 184/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.011 Epoch 63 Batch 185/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 63 Batch 186/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 63 Batch 187/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 63 Batch 188/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 63 Batch 189/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.009 Epoch 63 Batch 190/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 63 Batch 191/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 63 Batch 192/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 63 Batch 193/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 63 Batch 194/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.011 Epoch 63 Batch 195/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 63 Batch 196/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.011 Epoch 63 Batch 197/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 63 Batch 198/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 63 Batch 199/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 63 Batch 200/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.009 Epoch 63 Batch 201/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.011 Epoch 63 Batch 202/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 63 Batch 203/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 63 Batch 204/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 63 Batch 205/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.007 Epoch 63 Batch 206/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.012 Epoch 63 Batch 207/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 63 Batch 208/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.014 Epoch 63 Batch 209/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 63 Batch 210/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 63 Batch 211/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.015 Epoch 63 Batch 212/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.012 Epoch 63 Batch 213/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 63 Batch 214/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.011 Epoch 63 Batch 215/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 63 Batch 216/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 63 Batch 217/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.011 Epoch 63 Batch 218/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.009 Epoch 63 Batch 219/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.010 Epoch 63 Batch 220/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.008 Epoch 63 Batch 221/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.009 Epoch 63 Batch 222/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 63 Batch 223/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 63 Batch 224/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.014 Epoch 63 Batch 225/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 63 Batch 226/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 63 Batch 227/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 63 Batch 228/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 63 Batch 229/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 63 Batch 230/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 63 Batch 231/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.013 Epoch 63 Batch 232/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.009 Epoch 63 Batch 233/269 - Train Accuracy: 0.974, Validation Accuracy: 0.973, Loss: 0.010 Epoch 63 Batch 234/269 - Train Accuracy: 0.975, Validation Accuracy: 0.973, Loss: 0.008 Epoch 63 Batch 235/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.008 Epoch 63 Batch 236/269 - Train Accuracy: 0.969, Validation Accuracy: 0.974, Loss: 0.010 Epoch 63 Batch 237/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.008 Epoch 63 Batch 238/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.009 Epoch 63 Batch 239/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 63 Batch 240/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 63 Batch 241/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.013 Epoch 63 Batch 242/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 63 Batch 243/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.008 Epoch 63 Batch 244/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 63 Batch 245/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.009 Epoch 63 Batch 246/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 63 Batch 247/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.012 Epoch 63 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 63 Batch 249/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 63 Batch 250/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.014 Epoch 63 Batch 251/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.011 Epoch 63 Batch 252/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.008 Epoch 63 Batch 253/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.011 Epoch 63 Batch 254/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.012 Epoch 63 Batch 255/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 63 Batch 256/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.008 Epoch 63 Batch 257/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.009 Epoch 63 Batch 258/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 63 Batch 259/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 63 Batch 260/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 63 Batch 261/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 63 Batch 262/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 63 Batch 263/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.012 Epoch 63 Batch 264/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 63 Batch 265/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 63 Batch 266/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.006 Epoch 63 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 64 Batch 0/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 64 Batch 1/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 64 Batch 2/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.009 Epoch 64 Batch 3/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.006 Epoch 64 Batch 4/269 - Train Accuracy: 0.966, Validation Accuracy: 0.972, Loss: 0.010 Epoch 64 Batch 5/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.009 Epoch 64 Batch 6/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.011 Epoch 64 Batch 7/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.010 Epoch 64 Batch 8/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.011 Epoch 64 Batch 9/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.011 Epoch 64 Batch 10/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 64 Batch 11/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.010 Epoch 64 Batch 12/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.014 Epoch 64 Batch 13/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.007 Epoch 64 Batch 14/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.009 Epoch 64 Batch 15/269 - Train Accuracy: 0.968, Validation Accuracy: 0.973, Loss: 0.009 Epoch 64 Batch 16/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.012 Epoch 64 Batch 17/269 - Train Accuracy: 0.973, Validation Accuracy: 0.973, Loss: 0.009 Epoch 64 Batch 18/269 - Train Accuracy: 0.970, Validation Accuracy: 0.972, Loss: 0.010 Epoch 64 Batch 19/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.008 Epoch 64 Batch 20/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.007 Epoch 64 Batch 21/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.010 Epoch 64 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.008 Epoch 64 Batch 23/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.011 Epoch 64 Batch 24/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 64 Batch 25/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.011 Epoch 64 Batch 26/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.009 Epoch 64 Batch 27/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.009 Epoch 64 Batch 28/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.011 Epoch 64 Batch 29/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.011 Epoch 64 Batch 30/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.011 Epoch 64 Batch 31/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.009 Epoch 64 Batch 32/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 64 Batch 33/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 64 Batch 34/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 64 Batch 35/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.014 Epoch 64 Batch 36/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 64 Batch 37/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 64 Batch 38/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.011 Epoch 64 Batch 39/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 64 Batch 40/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.013 Epoch 64 Batch 41/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.010 Epoch 64 Batch 42/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.010 Epoch 64 Batch 43/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 64 Batch 44/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 64 Batch 45/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.012 Epoch 64 Batch 46/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 64 Batch 47/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 64 Batch 48/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 64 Batch 49/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 64 Batch 50/269 - Train Accuracy: 0.960, Validation Accuracy: 0.964, Loss: 0.011 Epoch 64 Batch 51/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.012 Epoch 64 Batch 52/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 64 Batch 53/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 64 Batch 54/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.012 Epoch 64 Batch 55/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 64 Batch 56/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 64 Batch 57/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 64 Batch 58/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 64 Batch 59/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 64 Batch 60/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.010 Epoch 64 Batch 61/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 64 Batch 62/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.014 Epoch 64 Batch 63/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.012 Epoch 64 Batch 64/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.007 Epoch 64 Batch 65/269 - Train Accuracy: 0.970, Validation Accuracy: 0.972, Loss: 0.011 Epoch 64 Batch 66/269 - Train Accuracy: 0.968, Validation Accuracy: 0.972, Loss: 0.011 Epoch 64 Batch 67/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 64 Batch 68/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 64 Batch 69/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.015 Epoch 64 Batch 70/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 64 Batch 71/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 64 Batch 72/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 64 Batch 73/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 64 Batch 74/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 64 Batch 75/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.013 Epoch 64 Batch 76/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 64 Batch 77/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 64 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.011 Epoch 64 Batch 79/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.008 Epoch 64 Batch 80/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 64 Batch 81/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.012 Epoch 64 Batch 82/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.008 Epoch 64 Batch 83/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 64 Batch 84/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 64 Batch 85/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.007 Epoch 64 Batch 86/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 64 Batch 87/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.009 Epoch 64 Batch 88/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.010 Epoch 64 Batch 89/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 64 Batch 90/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.009 Epoch 64 Batch 91/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 64 Batch 92/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 64 Batch 93/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 64 Batch 94/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.012 Epoch 64 Batch 95/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 64 Batch 96/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 64 Batch 97/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 64 Batch 98/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 64 Batch 99/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 64 Batch 100/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 64 Batch 101/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 64 Batch 102/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 64 Batch 103/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.011 Epoch 64 Batch 104/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 64 Batch 105/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 64 Batch 106/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 64 Batch 107/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 64 Batch 108/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 64 Batch 109/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 64 Batch 110/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 64 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 64 Batch 112/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.010 Epoch 64 Batch 113/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 64 Batch 114/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.008 Epoch 64 Batch 115/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 64 Batch 116/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 64 Batch 117/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 64 Batch 118/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 64 Batch 119/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 64 Batch 120/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 64 Batch 121/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 64 Batch 122/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 64 Batch 123/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.009 Epoch 64 Batch 124/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 64 Batch 125/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 64 Batch 126/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.009 Epoch 64 Batch 127/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 64 Batch 128/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.011 Epoch 64 Batch 129/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.009 Epoch 64 Batch 130/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 64 Batch 131/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.010 Epoch 64 Batch 132/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 64 Batch 133/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.011 Epoch 64 Batch 134/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 64 Batch 135/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.009 Epoch 64 Batch 136/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.010 Epoch 64 Batch 137/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 64 Batch 138/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 64 Batch 139/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 64 Batch 140/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 64 Batch 141/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 64 Batch 142/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.011 Epoch 64 Batch 143/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.009 Epoch 64 Batch 144/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.007 Epoch 64 Batch 145/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.006 Epoch 64 Batch 146/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 64 Batch 147/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 64 Batch 148/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 64 Batch 149/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 64 Batch 150/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 64 Batch 151/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 64 Batch 152/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 64 Batch 153/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 64 Batch 154/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.007 Epoch 64 Batch 155/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.010 Epoch 64 Batch 156/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 64 Batch 157/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 64 Batch 158/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 64 Batch 159/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 64 Batch 160/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 64 Batch 161/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 64 Batch 162/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 64 Batch 163/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.008 Epoch 64 Batch 164/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 64 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.008 Epoch 64 Batch 166/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.009 Epoch 64 Batch 167/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.007 Epoch 64 Batch 168/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 64 Batch 169/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.007 Epoch 64 Batch 170/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.010 Epoch 64 Batch 171/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.010 Epoch 64 Batch 172/269 - Train Accuracy: 0.978, Validation Accuracy: 0.958, Loss: 0.009 Epoch 64 Batch 173/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.007 Epoch 64 Batch 174/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 64 Batch 175/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.012 Epoch 64 Batch 176/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.009 Epoch 64 Batch 177/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.008 Epoch 64 Batch 178/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 64 Batch 179/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 64 Batch 180/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 64 Batch 181/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.012 Epoch 64 Batch 182/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 64 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.006 Epoch 64 Batch 184/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 64 Batch 185/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 64 Batch 186/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 64 Batch 187/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 64 Batch 188/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.009 Epoch 64 Batch 189/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.008 Epoch 64 Batch 190/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 64 Batch 191/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 64 Batch 192/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 64 Batch 193/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 64 Batch 194/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 64 Batch 195/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 64 Batch 196/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 64 Batch 197/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.007 Epoch 64 Batch 198/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 64 Batch 199/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 64 Batch 200/269 - Train Accuracy: 0.980, Validation Accuracy: 0.960, Loss: 0.009 Epoch 64 Batch 201/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.008 Epoch 64 Batch 202/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.009 Epoch 64 Batch 203/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 64 Batch 204/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 64 Batch 205/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 64 Batch 206/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.011 Epoch 64 Batch 207/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 64 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 64 Batch 209/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 64 Batch 210/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.010 Epoch 64 Batch 211/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 64 Batch 212/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 64 Batch 213/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.008 Epoch 64 Batch 214/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.009 Epoch 64 Batch 215/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 64 Batch 216/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 64 Batch 217/269 - Train Accuracy: 0.961, Validation Accuracy: 0.962, Loss: 0.010 Epoch 64 Batch 218/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.008 Epoch 64 Batch 219/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.011 Epoch 64 Batch 220/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 64 Batch 221/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 64 Batch 222/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 64 Batch 223/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.004 Epoch 64 Batch 224/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.012 Epoch 64 Batch 225/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 64 Batch 226/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 64 Batch 227/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.012 Epoch 64 Batch 228/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.008 Epoch 64 Batch 229/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.011 Epoch 64 Batch 230/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.008 Epoch 64 Batch 231/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.010 Epoch 64 Batch 232/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.009 Epoch 64 Batch 233/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.008 Epoch 64 Batch 234/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 64 Batch 235/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 64 Batch 236/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 64 Batch 237/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 64 Batch 238/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 64 Batch 239/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.011 Epoch 64 Batch 240/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 64 Batch 241/269 - Train Accuracy: 0.961, Validation Accuracy: 0.966, Loss: 0.012 Epoch 64 Batch 242/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 64 Batch 243/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.008 Epoch 64 Batch 244/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.010 Epoch 64 Batch 245/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 64 Batch 246/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.010 Epoch 64 Batch 247/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 64 Batch 248/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.008 Epoch 64 Batch 249/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 64 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 64 Batch 251/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.012 Epoch 64 Batch 252/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.008 Epoch 64 Batch 253/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 64 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 64 Batch 255/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.011 Epoch 64 Batch 256/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 64 Batch 257/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 64 Batch 258/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 64 Batch 259/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.011 Epoch 64 Batch 260/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 64 Batch 261/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 64 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.009 Epoch 64 Batch 263/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.009 Epoch 64 Batch 264/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.009 Epoch 64 Batch 265/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.008 Epoch 64 Batch 266/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.006 Epoch 64 Batch 267/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.007 Epoch 65 Batch 0/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.007 Epoch 65 Batch 1/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.011 Epoch 65 Batch 2/269 - Train Accuracy: 0.968, Validation Accuracy: 0.960, Loss: 0.010 Epoch 65 Batch 3/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.011 Epoch 65 Batch 4/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 65 Batch 5/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.008 Epoch 65 Batch 6/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 65 Batch 7/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 65 Batch 8/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 65 Batch 9/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 65 Batch 10/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.008 Epoch 65 Batch 11/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 65 Batch 12/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 65 Batch 13/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.008 Epoch 65 Batch 14/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 65 Batch 15/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 65 Batch 16/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.013 Epoch 65 Batch 17/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 65 Batch 18/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.008 Epoch 65 Batch 19/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 65 Batch 20/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 65 Batch 21/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.011 Epoch 65 Batch 22/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.011 Epoch 65 Batch 23/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 65 Batch 24/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 65 Batch 25/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 65 Batch 26/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 65 Batch 27/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.010 Epoch 65 Batch 28/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 65 Batch 29/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.011 Epoch 65 Batch 30/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.010 Epoch 65 Batch 31/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 65 Batch 32/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 65 Batch 33/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 65 Batch 34/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 65 Batch 35/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 65 Batch 36/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 65 Batch 37/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.009 Epoch 65 Batch 38/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 65 Batch 39/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 65 Batch 40/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 65 Batch 41/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.008 Epoch 65 Batch 42/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 65 Batch 43/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 65 Batch 44/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 65 Batch 45/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 65 Batch 46/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.006 Epoch 65 Batch 47/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 65 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 65 Batch 49/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 65 Batch 50/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.011 Epoch 65 Batch 51/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 65 Batch 52/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 65 Batch 53/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 65 Batch 54/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 65 Batch 55/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 65 Batch 56/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.010 Epoch 65 Batch 57/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.014 Epoch 65 Batch 58/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 65 Batch 59/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.006 Epoch 65 Batch 60/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 65 Batch 61/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 65 Batch 62/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.011 Epoch 65 Batch 63/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.012 Epoch 65 Batch 64/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.007 Epoch 65 Batch 65/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 65 Batch 66/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 65 Batch 67/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.008 Epoch 65 Batch 68/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 65 Batch 69/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 65 Batch 70/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 65 Batch 71/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 65 Batch 72/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 65 Batch 73/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 65 Batch 74/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 65 Batch 75/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.011 Epoch 65 Batch 76/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 65 Batch 77/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 65 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 65 Batch 79/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 65 Batch 80/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.009 Epoch 65 Batch 81/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 65 Batch 82/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.009 Epoch 65 Batch 83/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.013 Epoch 65 Batch 84/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.007 Epoch 65 Batch 85/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.006 Epoch 65 Batch 86/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 65 Batch 87/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.007 Epoch 65 Batch 88/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 65 Batch 89/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 65 Batch 90/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.009 Epoch 65 Batch 91/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 65 Batch 92/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 65 Batch 93/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 65 Batch 94/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.012 Epoch 65 Batch 95/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 65 Batch 96/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 65 Batch 97/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 65 Batch 98/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 65 Batch 99/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 65 Batch 100/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.011 Epoch 65 Batch 101/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 65 Batch 102/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.009 Epoch 65 Batch 103/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 65 Batch 104/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.010 Epoch 65 Batch 105/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.009 Epoch 65 Batch 106/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 65 Batch 107/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.006 Epoch 65 Batch 108/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.007 Epoch 65 Batch 109/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.010 Epoch 65 Batch 110/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 65 Batch 111/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 65 Batch 112/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.009 Epoch 65 Batch 113/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.008 Epoch 65 Batch 114/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 65 Batch 115/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.011 Epoch 65 Batch 116/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.007 Epoch 65 Batch 117/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.007 Epoch 65 Batch 118/269 - Train Accuracy: 0.980, Validation Accuracy: 0.959, Loss: 0.007 Epoch 65 Batch 119/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.009 Epoch 65 Batch 120/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 65 Batch 121/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 65 Batch 122/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.008 Epoch 65 Batch 123/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.010 Epoch 65 Batch 124/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 65 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.007 Epoch 65 Batch 126/269 - Train Accuracy: 0.973, Validation Accuracy: 0.973, Loss: 0.008 Epoch 65 Batch 127/269 - Train Accuracy: 0.973, Validation Accuracy: 0.973, Loss: 0.008 Epoch 65 Batch 128/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.010 Epoch 65 Batch 129/269 - Train Accuracy: 0.970, Validation Accuracy: 0.974, Loss: 0.008 Epoch 65 Batch 130/269 - Train Accuracy: 0.971, Validation Accuracy: 0.974, Loss: 0.011 Epoch 65 Batch 131/269 - Train Accuracy: 0.967, Validation Accuracy: 0.975, Loss: 0.011 Epoch 65 Batch 132/269 - Train Accuracy: 0.968, Validation Accuracy: 0.972, Loss: 0.010 Epoch 65 Batch 133/269 - Train Accuracy: 0.971, Validation Accuracy: 0.976, Loss: 0.007 Epoch 65 Batch 134/269 - Train Accuracy: 0.970, Validation Accuracy: 0.975, Loss: 0.007 Epoch 65 Batch 135/269 - Train Accuracy: 0.974, Validation Accuracy: 0.973, Loss: 0.006 Epoch 65 Batch 136/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.009 Epoch 65 Batch 137/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.010 Epoch 65 Batch 138/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 65 Batch 139/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 65 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 65 Batch 141/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.009 Epoch 65 Batch 142/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.011 Epoch 65 Batch 143/269 - Train Accuracy: 0.962, Validation Accuracy: 0.966, Loss: 0.008 Epoch 65 Batch 144/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 65 Batch 145/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 65 Batch 146/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 65 Batch 147/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 65 Batch 148/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 65 Batch 149/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 65 Batch 150/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 65 Batch 151/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 65 Batch 152/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 65 Batch 153/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 65 Batch 154/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 65 Batch 155/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 65 Batch 156/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 65 Batch 157/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.006 Epoch 65 Batch 158/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 65 Batch 159/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 65 Batch 160/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 65 Batch 161/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 65 Batch 162/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 65 Batch 163/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.007 Epoch 65 Batch 164/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.008 Epoch 65 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.011 Epoch 65 Batch 166/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.011 Epoch 65 Batch 167/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 65 Batch 168/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 65 Batch 169/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.006 Epoch 65 Batch 170/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.010 Epoch 65 Batch 171/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 65 Batch 172/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 65 Batch 173/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 65 Batch 174/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 65 Batch 175/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 65 Batch 176/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 65 Batch 177/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.006 Epoch 65 Batch 178/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 65 Batch 179/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.009 Epoch 65 Batch 180/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.007 Epoch 65 Batch 181/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 65 Batch 182/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.008 Epoch 65 Batch 183/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.007 Epoch 65 Batch 184/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 65 Batch 185/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 65 Batch 186/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 65 Batch 187/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 65 Batch 188/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 65 Batch 189/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.005 Epoch 65 Batch 190/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 65 Batch 191/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.007 Epoch 65 Batch 192/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 65 Batch 193/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 65 Batch 194/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 65 Batch 195/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 65 Batch 196/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 65 Batch 197/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 65 Batch 198/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 65 Batch 199/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 65 Batch 200/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.006 Epoch 65 Batch 201/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.007 Epoch 65 Batch 202/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 65 Batch 203/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 65 Batch 204/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 65 Batch 205/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 65 Batch 206/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.010 Epoch 65 Batch 207/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.006 Epoch 65 Batch 208/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.010 Epoch 65 Batch 209/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 65 Batch 210/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 65 Batch 211/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 65 Batch 212/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 65 Batch 213/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 65 Batch 214/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 65 Batch 215/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 65 Batch 216/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 65 Batch 217/269 - Train Accuracy: 0.956, Validation Accuracy: 0.962, Loss: 0.011 Epoch 65 Batch 218/269 - Train Accuracy: 0.982, Validation Accuracy: 0.961, Loss: 0.007 Epoch 65 Batch 219/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.009 Epoch 65 Batch 220/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 65 Batch 221/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.007 Epoch 65 Batch 222/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 65 Batch 223/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.005 Epoch 65 Batch 224/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.012 Epoch 65 Batch 225/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 65 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 65 Batch 227/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 65 Batch 228/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.005 Epoch 65 Batch 229/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 65 Batch 230/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 65 Batch 231/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 65 Batch 232/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 65 Batch 233/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 65 Batch 234/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 65 Batch 235/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.006 Epoch 65 Batch 236/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 65 Batch 237/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 65 Batch 238/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 65 Batch 239/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 65 Batch 240/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 65 Batch 241/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.010 Epoch 65 Batch 242/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 65 Batch 243/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 65 Batch 244/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 65 Batch 245/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.012 Epoch 65 Batch 246/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.010 Epoch 65 Batch 247/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 65 Batch 248/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 65 Batch 249/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 65 Batch 250/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 65 Batch 251/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 65 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 65 Batch 253/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.009 Epoch 65 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 65 Batch 255/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 65 Batch 256/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.009 Epoch 65 Batch 257/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.011 Epoch 65 Batch 258/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.008 Epoch 65 Batch 259/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.010 Epoch 65 Batch 260/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.009 Epoch 65 Batch 261/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.006 Epoch 65 Batch 262/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 65 Batch 263/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.008 Epoch 65 Batch 264/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 65 Batch 265/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 65 Batch 266/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.007 Epoch 65 Batch 267/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 66 Batch 0/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 66 Batch 1/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 66 Batch 2/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 66 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.009 Epoch 66 Batch 4/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 66 Batch 5/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 66 Batch 6/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.011 Epoch 66 Batch 7/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 66 Batch 8/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 66 Batch 9/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 66 Batch 10/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 66 Batch 11/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 66 Batch 12/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 66 Batch 13/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.005 Epoch 66 Batch 14/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 66 Batch 15/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 66 Batch 16/269 - Train Accuracy: 0.964, Validation Accuracy: 0.970, Loss: 0.012 Epoch 66 Batch 17/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.008 Epoch 66 Batch 18/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.011 Epoch 66 Batch 19/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.007 Epoch 66 Batch 20/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 66 Batch 21/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.010 Epoch 66 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 66 Batch 23/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 66 Batch 24/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 66 Batch 25/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 66 Batch 26/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.007 Epoch 66 Batch 27/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 66 Batch 28/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.011 Epoch 66 Batch 29/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 66 Batch 30/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.009 Epoch 66 Batch 31/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 66 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.005 Epoch 66 Batch 33/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.007 Epoch 66 Batch 34/269 - Train Accuracy: 0.973, Validation Accuracy: 0.974, Loss: 0.007 Epoch 66 Batch 35/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.010 Epoch 66 Batch 36/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.008 Epoch 66 Batch 37/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.007 Epoch 66 Batch 38/269 - Train Accuracy: 0.969, Validation Accuracy: 0.972, Loss: 0.008 Epoch 66 Batch 39/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.005 Epoch 66 Batch 40/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 66 Batch 41/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 66 Batch 42/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 66 Batch 43/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 66 Batch 44/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 66 Batch 45/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 66 Batch 46/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 66 Batch 47/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 66 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 66 Batch 49/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 66 Batch 50/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 66 Batch 51/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 66 Batch 52/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 66 Batch 53/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.007 Epoch 66 Batch 54/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 66 Batch 55/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.007 Epoch 66 Batch 56/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.011 Epoch 66 Batch 57/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 66 Batch 58/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 66 Batch 59/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 66 Batch 60/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.009 Epoch 66 Batch 61/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 66 Batch 62/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 66 Batch 63/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 66 Batch 64/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 66 Batch 65/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.005 Epoch 66 Batch 66/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.009 Epoch 66 Batch 67/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 66 Batch 68/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.010 Epoch 66 Batch 69/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 66 Batch 70/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 66 Batch 71/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.010 Epoch 66 Batch 72/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 66 Batch 73/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.010 Epoch 66 Batch 74/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.006 Epoch 66 Batch 75/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.010 Epoch 66 Batch 76/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.007 Epoch 66 Batch 77/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.008 Epoch 66 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 66 Batch 79/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 66 Batch 80/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 66 Batch 81/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 66 Batch 82/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 66 Batch 83/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 66 Batch 84/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 66 Batch 85/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 66 Batch 86/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 66 Batch 87/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 66 Batch 88/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.009 Epoch 66 Batch 89/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.005 Epoch 66 Batch 90/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.008 Epoch 66 Batch 91/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.007 Epoch 66 Batch 92/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 66 Batch 93/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.006 Epoch 66 Batch 94/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.012 Epoch 66 Batch 95/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 66 Batch 96/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 66 Batch 97/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.013 Epoch 66 Batch 98/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 66 Batch 99/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 66 Batch 100/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 66 Batch 101/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 66 Batch 102/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.007 Epoch 66 Batch 103/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 66 Batch 104/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 66 Batch 105/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 66 Batch 106/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.007 Epoch 66 Batch 107/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.007 Epoch 66 Batch 108/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 66 Batch 109/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 66 Batch 110/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 66 Batch 111/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 66 Batch 112/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 66 Batch 113/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 66 Batch 114/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 66 Batch 115/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 66 Batch 116/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 66 Batch 117/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 66 Batch 118/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.008 Epoch 66 Batch 119/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 66 Batch 120/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.005 Epoch 66 Batch 121/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 66 Batch 122/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 66 Batch 123/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.008 Epoch 66 Batch 124/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 66 Batch 125/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.005 Epoch 66 Batch 126/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.008 Epoch 66 Batch 127/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 66 Batch 128/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 66 Batch 129/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.009 Epoch 66 Batch 130/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.012 Epoch 66 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 66 Batch 132/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.010 Epoch 66 Batch 133/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.005 Epoch 66 Batch 134/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.007 Epoch 66 Batch 135/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 66 Batch 136/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 66 Batch 137/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 66 Batch 138/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 66 Batch 139/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.006 Epoch 66 Batch 140/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 66 Batch 141/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.008 Epoch 66 Batch 142/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 66 Batch 143/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 66 Batch 144/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 66 Batch 145/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.004 Epoch 66 Batch 146/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 66 Batch 147/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 66 Batch 148/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 66 Batch 149/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 66 Batch 150/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 66 Batch 151/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.008 Epoch 66 Batch 152/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.010 Epoch 66 Batch 153/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.007 Epoch 66 Batch 154/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.008 Epoch 66 Batch 155/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 66 Batch 156/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 66 Batch 157/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.006 Epoch 66 Batch 158/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 66 Batch 159/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 66 Batch 160/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 66 Batch 161/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.005 Epoch 66 Batch 162/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.007 Epoch 66 Batch 163/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 66 Batch 164/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 66 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 66 Batch 166/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 66 Batch 167/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 66 Batch 168/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 66 Batch 169/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 66 Batch 170/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 66 Batch 171/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 66 Batch 172/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 66 Batch 173/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 66 Batch 174/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.009 Epoch 66 Batch 175/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.011 Epoch 66 Batch 176/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.010 Epoch 66 Batch 177/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 66 Batch 178/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.008 Epoch 66 Batch 179/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 66 Batch 180/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.007 Epoch 66 Batch 181/269 - Train Accuracy: 0.966, Validation Accuracy: 0.972, Loss: 0.012 Epoch 66 Batch 182/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.009 Epoch 66 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 66 Batch 184/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.013 Epoch 66 Batch 185/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 66 Batch 186/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 66 Batch 187/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 66 Batch 188/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 66 Batch 189/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.008 Epoch 66 Batch 190/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 66 Batch 191/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 66 Batch 192/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 66 Batch 193/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.005 Epoch 66 Batch 194/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 66 Batch 195/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 66 Batch 196/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 66 Batch 197/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 66 Batch 198/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 66 Batch 199/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 66 Batch 200/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.008 Epoch 66 Batch 201/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 66 Batch 202/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 66 Batch 203/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 66 Batch 204/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 66 Batch 205/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 66 Batch 206/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 66 Batch 207/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 66 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 66 Batch 209/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 66 Batch 210/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 66 Batch 211/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 66 Batch 212/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 66 Batch 213/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 66 Batch 214/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.008 Epoch 66 Batch 215/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.009 Epoch 66 Batch 216/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 66 Batch 217/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.010 Epoch 66 Batch 218/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.008 Epoch 66 Batch 219/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 66 Batch 220/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.009 Epoch 66 Batch 221/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 66 Batch 222/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 66 Batch 223/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.007 Epoch 66 Batch 224/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 66 Batch 225/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 66 Batch 226/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 66 Batch 227/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 66 Batch 228/269 - Train Accuracy: 0.977, Validation Accuracy: 0.958, Loss: 0.007 Epoch 66 Batch 229/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.006 Epoch 66 Batch 230/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.009 Epoch 66 Batch 231/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.011 Epoch 66 Batch 232/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.009 Epoch 66 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.010 Epoch 66 Batch 234/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 66 Batch 235/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.006 Epoch 66 Batch 236/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 66 Batch 237/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 66 Batch 238/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 66 Batch 239/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 66 Batch 240/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 66 Batch 241/269 - Train Accuracy: 0.961, Validation Accuracy: 0.961, Loss: 0.011 Epoch 66 Batch 242/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.006 Epoch 66 Batch 243/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 66 Batch 244/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.008 Epoch 66 Batch 245/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 66 Batch 246/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 66 Batch 247/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 66 Batch 248/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 66 Batch 249/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 66 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 66 Batch 251/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 66 Batch 252/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 66 Batch 253/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 66 Batch 254/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 66 Batch 255/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.007 Epoch 66 Batch 256/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 66 Batch 257/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 66 Batch 258/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 66 Batch 259/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.010 Epoch 66 Batch 260/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 66 Batch 261/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.006 Epoch 66 Batch 262/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 66 Batch 263/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 66 Batch 264/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.008 Epoch 66 Batch 265/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.008 Epoch 66 Batch 266/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 66 Batch 267/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 67 Batch 0/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.007 Epoch 67 Batch 1/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 67 Batch 2/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.010 Epoch 67 Batch 3/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.008 Epoch 67 Batch 4/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 67 Batch 5/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 67 Batch 6/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.008 Epoch 67 Batch 7/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.007 Epoch 67 Batch 8/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.009 Epoch 67 Batch 9/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.012 Epoch 67 Batch 10/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 67 Batch 11/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 67 Batch 12/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.012 Epoch 67 Batch 13/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.008 Epoch 67 Batch 14/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.009 Epoch 67 Batch 15/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 67 Batch 16/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.013 Epoch 67 Batch 17/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 18/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 67 Batch 19/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 67 Batch 20/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 67 Batch 21/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.010 Epoch 67 Batch 22/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 67 Batch 23/269 - Train Accuracy: 0.962, Validation Accuracy: 0.964, Loss: 0.014 Epoch 67 Batch 24/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 67 Batch 25/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 67 Batch 26/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 67 Batch 27/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 67 Batch 28/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 67 Batch 29/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.011 Epoch 67 Batch 30/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 67 Batch 31/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 67 Batch 32/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 67 Batch 33/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 67 Batch 34/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 67 Batch 35/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.015 Epoch 67 Batch 36/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 67 Batch 37/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.008 Epoch 67 Batch 38/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 67 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 40/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 67 Batch 41/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.010 Epoch 67 Batch 42/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 67 Batch 43/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 67 Batch 44/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 67 Batch 45/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.013 Epoch 67 Batch 46/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 47/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 67 Batch 48/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 67 Batch 49/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 67 Batch 50/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.011 Epoch 67 Batch 51/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 67 Batch 52/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 67 Batch 53/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.009 Epoch 67 Batch 54/269 - Train Accuracy: 0.970, Validation Accuracy: 0.972, Loss: 0.010 Epoch 67 Batch 55/269 - Train Accuracy: 0.970, Validation Accuracy: 0.972, Loss: 0.009 Epoch 67 Batch 56/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.012 Epoch 67 Batch 57/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.012 Epoch 67 Batch 58/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 67 Batch 59/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 67 Batch 60/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 67 Batch 61/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 67 Batch 62/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 67 Batch 63/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.012 Epoch 67 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 67 Batch 65/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 67 Batch 66/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 67 Batch 67/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 68/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 67 Batch 69/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.013 Epoch 67 Batch 70/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.013 Epoch 67 Batch 71/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.013 Epoch 67 Batch 72/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.010 Epoch 67 Batch 73/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 74/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 75/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.011 Epoch 67 Batch 76/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 67 Batch 77/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 67 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 67 Batch 79/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.012 Epoch 67 Batch 80/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 81/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 67 Batch 82/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.007 Epoch 67 Batch 83/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.013 Epoch 67 Batch 84/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.009 Epoch 67 Batch 85/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.007 Epoch 67 Batch 86/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.009 Epoch 67 Batch 87/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.012 Epoch 67 Batch 88/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 67 Batch 89/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 67 Batch 90/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 91/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 67 Batch 92/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 93/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.007 Epoch 67 Batch 94/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.014 Epoch 67 Batch 95/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.009 Epoch 67 Batch 96/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.010 Epoch 67 Batch 97/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 67 Batch 98/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 67 Batch 99/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.009 Epoch 67 Batch 100/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.012 Epoch 67 Batch 101/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.011 Epoch 67 Batch 102/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.007 Epoch 67 Batch 103/269 - Train Accuracy: 0.973, Validation Accuracy: 0.973, Loss: 0.010 Epoch 67 Batch 104/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.009 Epoch 67 Batch 105/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.008 Epoch 67 Batch 106/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 67 Batch 107/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.010 Epoch 67 Batch 108/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 67 Batch 109/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 67 Batch 110/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 67 Batch 111/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 112/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.012 Epoch 67 Batch 113/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.012 Epoch 67 Batch 114/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.013 Epoch 67 Batch 115/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 67 Batch 116/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 67 Batch 117/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 67 Batch 118/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.009 Epoch 67 Batch 119/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.010 Epoch 67 Batch 120/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 121/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 67 Batch 122/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 123/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.009 Epoch 67 Batch 124/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 67 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 67 Batch 126/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 67 Batch 127/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.011 Epoch 67 Batch 128/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 129/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 67 Batch 130/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.013 Epoch 67 Batch 131/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.009 Epoch 67 Batch 132/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.009 Epoch 67 Batch 133/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.008 Epoch 67 Batch 134/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 67 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 67 Batch 136/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 67 Batch 137/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 67 Batch 138/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 67 Batch 139/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 67 Batch 140/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.010 Epoch 67 Batch 141/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.009 Epoch 67 Batch 142/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.012 Epoch 67 Batch 143/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 67 Batch 144/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 67 Batch 145/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 67 Batch 146/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 67 Batch 147/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.010 Epoch 67 Batch 148/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.010 Epoch 67 Batch 149/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 67 Batch 150/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.010 Epoch 67 Batch 151/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.009 Epoch 67 Batch 152/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 67 Batch 153/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 67 Batch 154/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.007 Epoch 67 Batch 155/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.009 Epoch 67 Batch 156/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 67 Batch 157/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 158/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 159/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.010 Epoch 67 Batch 160/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.007 Epoch 67 Batch 161/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 67 Batch 162/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 67 Batch 163/269 - Train Accuracy: 0.983, Validation Accuracy: 0.961, Loss: 0.009 Epoch 67 Batch 164/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 67 Batch 165/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 67 Batch 166/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.009 Epoch 67 Batch 167/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 67 Batch 168/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.012 Epoch 67 Batch 169/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.009 Epoch 67 Batch 170/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.010 Epoch 67 Batch 171/269 - Train Accuracy: 0.975, Validation Accuracy: 0.957, Loss: 0.008 Epoch 67 Batch 172/269 - Train Accuracy: 0.977, Validation Accuracy: 0.957, Loss: 0.010 Epoch 67 Batch 173/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.010 Epoch 67 Batch 174/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.011 Epoch 67 Batch 175/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.015 Epoch 67 Batch 176/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 67 Batch 177/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 178/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.012 Epoch 67 Batch 179/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.008 Epoch 67 Batch 180/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.009 Epoch 67 Batch 181/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.012 Epoch 67 Batch 182/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.010 Epoch 67 Batch 183/269 - Train Accuracy: 0.981, Validation Accuracy: 0.959, Loss: 0.007 Epoch 67 Batch 184/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 67 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.008 Epoch 67 Batch 186/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.008 Epoch 67 Batch 187/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.013 Epoch 67 Batch 188/269 - Train Accuracy: 0.982, Validation Accuracy: 0.961, Loss: 0.009 Epoch 67 Batch 189/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.008 Epoch 67 Batch 190/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 67 Batch 191/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 192/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 67 Batch 193/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.008 Epoch 67 Batch 194/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.010 Epoch 67 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.007 Epoch 67 Batch 196/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.013 Epoch 67 Batch 197/269 - Train Accuracy: 0.971, Validation Accuracy: 0.955, Loss: 0.009 Epoch 67 Batch 198/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.011 Epoch 67 Batch 199/269 - Train Accuracy: 0.976, Validation Accuracy: 0.956, Loss: 0.010 Epoch 67 Batch 200/269 - Train Accuracy: 0.976, Validation Accuracy: 0.956, Loss: 0.008 Epoch 67 Batch 201/269 - Train Accuracy: 0.975, Validation Accuracy: 0.956, Loss: 0.011 Epoch 67 Batch 202/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.009 Epoch 67 Batch 203/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.010 Epoch 67 Batch 204/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.009 Epoch 67 Batch 205/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 67 Batch 206/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.015 Epoch 67 Batch 207/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.012 Epoch 67 Batch 208/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 67 Batch 209/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 67 Batch 210/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 67 Batch 211/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 67 Batch 212/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 67 Batch 213/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.009 Epoch 67 Batch 214/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.009 Epoch 67 Batch 215/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 67 Batch 216/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.012 Epoch 67 Batch 217/269 - Train Accuracy: 0.962, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 218/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.008 Epoch 67 Batch 219/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.009 Epoch 67 Batch 220/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 221/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 67 Batch 222/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 67 Batch 223/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 67 Batch 224/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.011 Epoch 67 Batch 225/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 227/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.012 Epoch 67 Batch 228/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 67 Batch 229/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 67 Batch 230/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 67 Batch 231/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 67 Batch 232/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 67 Batch 233/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 67 Batch 234/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 67 Batch 235/269 - Train Accuracy: 0.983, Validation Accuracy: 0.961, Loss: 0.007 Epoch 67 Batch 236/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.010 Epoch 67 Batch 237/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.007 Epoch 67 Batch 238/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 67 Batch 239/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 67 Batch 240/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 67 Batch 241/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.010 Epoch 67 Batch 242/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 67 Batch 243/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 67 Batch 244/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 67 Batch 245/269 - Train Accuracy: 0.966, Validation Accuracy: 0.970, Loss: 0.010 Epoch 67 Batch 246/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 67 Batch 247/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 67 Batch 248/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 67 Batch 249/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 67 Batch 250/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.009 Epoch 67 Batch 251/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 67 Batch 252/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 67 Batch 253/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 67 Batch 254/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 67 Batch 255/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 67 Batch 256/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 67 Batch 257/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 67 Batch 258/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 67 Batch 259/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 67 Batch 260/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.011 Epoch 67 Batch 261/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.007 Epoch 67 Batch 262/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 67 Batch 263/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.009 Epoch 67 Batch 264/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 67 Batch 265/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.007 Epoch 67 Batch 266/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 67 Batch 267/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 68 Batch 0/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 68 Batch 1/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 68 Batch 2/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 68 Batch 3/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.006 Epoch 68 Batch 4/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 5/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 68 Batch 6/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 68 Batch 7/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.008 Epoch 68 Batch 8/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.010 Epoch 68 Batch 9/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.010 Epoch 68 Batch 10/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 11/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.011 Epoch 68 Batch 12/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 68 Batch 13/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 68 Batch 14/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.006 Epoch 68 Batch 15/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.007 Epoch 68 Batch 16/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 68 Batch 17/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 68 Batch 18/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.012 Epoch 68 Batch 19/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.007 Epoch 68 Batch 20/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 68 Batch 21/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.007 Epoch 68 Batch 22/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 68 Batch 23/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 68 Batch 24/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 68 Batch 25/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 68 Batch 26/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 68 Batch 27/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.011 Epoch 68 Batch 28/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.007 Epoch 68 Batch 29/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.011 Epoch 68 Batch 30/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.007 Epoch 68 Batch 31/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.011 Epoch 68 Batch 32/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.005 Epoch 68 Batch 33/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.007 Epoch 68 Batch 34/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.011 Epoch 68 Batch 35/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.014 Epoch 68 Batch 36/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.008 Epoch 68 Batch 37/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.010 Epoch 68 Batch 38/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.008 Epoch 68 Batch 39/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.007 Epoch 68 Batch 40/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.010 Epoch 68 Batch 41/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.008 Epoch 68 Batch 42/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 68 Batch 43/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.012 Epoch 68 Batch 44/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.013 Epoch 68 Batch 45/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 68 Batch 46/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.017 Epoch 68 Batch 47/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.008 Epoch 68 Batch 48/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.010 Epoch 68 Batch 49/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 68 Batch 50/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.015 Epoch 68 Batch 51/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 68 Batch 52/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.014 Epoch 68 Batch 53/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 68 Batch 54/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 68 Batch 55/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.012 Epoch 68 Batch 56/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.012 Epoch 68 Batch 57/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.012 Epoch 68 Batch 58/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 68 Batch 59/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 68 Batch 60/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 61/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.015 Epoch 68 Batch 62/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.013 Epoch 68 Batch 63/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.011 Epoch 68 Batch 64/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 68 Batch 65/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 68 Batch 66/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 68 Batch 67/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.014 Epoch 68 Batch 68/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.016 Epoch 68 Batch 69/269 - Train Accuracy: 0.974, Validation Accuracy: 0.957, Loss: 0.012 Epoch 68 Batch 70/269 - Train Accuracy: 0.973, Validation Accuracy: 0.955, Loss: 0.008 Epoch 68 Batch 71/269 - Train Accuracy: 0.970, Validation Accuracy: 0.953, Loss: 0.013 Epoch 68 Batch 72/269 - Train Accuracy: 0.967, Validation Accuracy: 0.954, Loss: 0.010 Epoch 68 Batch 73/269 - Train Accuracy: 0.972, Validation Accuracy: 0.954, Loss: 0.012 Epoch 68 Batch 74/269 - Train Accuracy: 0.972, Validation Accuracy: 0.955, Loss: 0.008 Epoch 68 Batch 75/269 - Train Accuracy: 0.973, Validation Accuracy: 0.953, Loss: 0.012 Epoch 68 Batch 76/269 - Train Accuracy: 0.976, Validation Accuracy: 0.954, Loss: 0.007 Epoch 68 Batch 77/269 - Train Accuracy: 0.972, Validation Accuracy: 0.955, Loss: 0.008 Epoch 68 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.009 Epoch 68 Batch 79/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.016 Epoch 68 Batch 80/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.016 Epoch 68 Batch 81/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.014 Epoch 68 Batch 82/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 68 Batch 83/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.015 Epoch 68 Batch 84/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.013 Epoch 68 Batch 85/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 68 Batch 86/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 68 Batch 87/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.012 Epoch 68 Batch 88/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 68 Batch 89/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.008 Epoch 68 Batch 90/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 68 Batch 91/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 68 Batch 92/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.011 Epoch 68 Batch 93/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 68 Batch 94/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 68 Batch 95/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 68 Batch 96/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 68 Batch 97/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.012 Epoch 68 Batch 98/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.011 Epoch 68 Batch 99/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 68 Batch 100/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.011 Epoch 68 Batch 101/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.011 Epoch 68 Batch 102/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 103/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 104/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 68 Batch 105/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 68 Batch 106/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.012 Epoch 68 Batch 107/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.010 Epoch 68 Batch 108/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 68 Batch 109/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 110/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.012 Epoch 68 Batch 111/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 68 Batch 112/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.012 Epoch 68 Batch 113/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 114/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 68 Batch 115/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 68 Batch 116/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 68 Batch 117/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 68 Batch 118/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.011 Epoch 68 Batch 119/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 68 Batch 120/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.009 Epoch 68 Batch 121/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.007 Epoch 68 Batch 122/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.011 Epoch 68 Batch 123/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.010 Epoch 68 Batch 124/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 68 Batch 125/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 68 Batch 126/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 68 Batch 127/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 68 Batch 128/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 68 Batch 129/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 68 Batch 130/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.010 Epoch 68 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 132/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.011 Epoch 68 Batch 133/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 68 Batch 134/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 68 Batch 135/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.006 Epoch 68 Batch 136/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 68 Batch 137/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.011 Epoch 68 Batch 138/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 68 Batch 139/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 68 Batch 140/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 68 Batch 141/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.012 Epoch 68 Batch 142/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.013 Epoch 68 Batch 143/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 68 Batch 144/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 68 Batch 145/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.006 Epoch 68 Batch 146/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 68 Batch 147/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 68 Batch 148/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.011 Epoch 68 Batch 149/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.012 Epoch 68 Batch 150/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 68 Batch 151/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.011 Epoch 68 Batch 152/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 68 Batch 153/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.011 Epoch 68 Batch 154/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.013 Epoch 68 Batch 155/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 68 Batch 156/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 68 Batch 157/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 68 Batch 158/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.011 Epoch 68 Batch 159/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 68 Batch 160/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 68 Batch 161/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.012 Epoch 68 Batch 162/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 68 Batch 163/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.010 Epoch 68 Batch 164/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 68 Batch 165/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 68 Batch 166/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.011 Epoch 68 Batch 167/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 68 Batch 168/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.011 Epoch 68 Batch 169/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.012 Epoch 68 Batch 170/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 68 Batch 171/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 68 Batch 172/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.013 Epoch 68 Batch 173/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 68 Batch 174/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.012 Epoch 68 Batch 175/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.012 Epoch 68 Batch 176/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 68 Batch 177/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 68 Batch 178/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 68 Batch 179/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 68 Batch 180/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 68 Batch 181/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 68 Batch 182/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.007 Epoch 68 Batch 183/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.005 Epoch 68 Batch 184/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.014 Epoch 68 Batch 185/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 68 Batch 186/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 68 Batch 187/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.015 Epoch 68 Batch 188/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 189/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.006 Epoch 68 Batch 190/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.013 Epoch 68 Batch 191/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 192/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.009 Epoch 68 Batch 193/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.011 Epoch 68 Batch 194/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 195/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.012 Epoch 68 Batch 196/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.012 Epoch 68 Batch 197/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 68 Batch 198/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 68 Batch 199/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.008 Epoch 68 Batch 200/269 - Train Accuracy: 0.978, Validation Accuracy: 0.955, Loss: 0.010 Epoch 68 Batch 201/269 - Train Accuracy: 0.974, Validation Accuracy: 0.955, Loss: 0.009 Epoch 68 Batch 202/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.008 Epoch 68 Batch 203/269 - Train Accuracy: 0.971, Validation Accuracy: 0.956, Loss: 0.014 Epoch 68 Batch 204/269 - Train Accuracy: 0.978, Validation Accuracy: 0.958, Loss: 0.010 Epoch 68 Batch 205/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.006 Epoch 68 Batch 206/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.013 Epoch 68 Batch 207/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.009 Epoch 68 Batch 208/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 68 Batch 209/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 68 Batch 210/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 211/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 212/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 68 Batch 213/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 68 Batch 214/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.010 Epoch 68 Batch 215/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 68 Batch 216/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.011 Epoch 68 Batch 217/269 - Train Accuracy: 0.963, Validation Accuracy: 0.958, Loss: 0.012 Epoch 68 Batch 218/269 - Train Accuracy: 0.978, Validation Accuracy: 0.958, Loss: 0.008 Epoch 68 Batch 219/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.006 Epoch 68 Batch 220/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 68 Batch 221/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 68 Batch 222/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 68 Batch 223/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 68 Batch 224/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.013 Epoch 68 Batch 225/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 226/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 68 Batch 227/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.010 Epoch 68 Batch 228/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.008 Epoch 68 Batch 229/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 68 Batch 230/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 68 Batch 231/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 68 Batch 232/269 - Train Accuracy: 0.970, Validation Accuracy: 0.972, Loss: 0.008 Epoch 68 Batch 233/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.007 Epoch 68 Batch 234/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.009 Epoch 68 Batch 235/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.007 Epoch 68 Batch 236/269 - Train Accuracy: 0.973, Validation Accuracy: 0.973, Loss: 0.010 Epoch 68 Batch 237/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.008 Epoch 68 Batch 238/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.010 Epoch 68 Batch 239/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 68 Batch 240/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 68 Batch 241/269 - Train Accuracy: 0.964, Validation Accuracy: 0.968, Loss: 0.010 Epoch 68 Batch 242/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 68 Batch 243/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 68 Batch 244/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 68 Batch 245/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 68 Batch 246/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 68 Batch 247/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 68 Batch 248/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 68 Batch 249/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 68 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 68 Batch 251/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 68 Batch 252/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 68 Batch 253/269 - Train Accuracy: 0.965, Validation Accuracy: 0.971, Loss: 0.010 Epoch 68 Batch 254/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.009 Epoch 68 Batch 255/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 68 Batch 256/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 68 Batch 257/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.011 Epoch 68 Batch 258/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.011 Epoch 68 Batch 259/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 68 Batch 260/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.008 Epoch 68 Batch 261/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.012 Epoch 68 Batch 262/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 68 Batch 263/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.012 Epoch 68 Batch 264/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 68 Batch 265/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 68 Batch 266/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 68 Batch 267/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 69 Batch 0/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.010 Epoch 69 Batch 1/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 69 Batch 2/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.011 Epoch 69 Batch 3/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.006 Epoch 69 Batch 4/269 - Train Accuracy: 0.963, Validation Accuracy: 0.969, Loss: 0.013 Epoch 69 Batch 5/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 69 Batch 6/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.011 Epoch 69 Batch 7/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.009 Epoch 69 Batch 8/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.010 Epoch 69 Batch 9/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.010 Epoch 69 Batch 10/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 69 Batch 11/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.012 Epoch 69 Batch 12/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.014 Epoch 69 Batch 13/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 69 Batch 14/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 69 Batch 15/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 69 Batch 16/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.012 Epoch 69 Batch 17/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.009 Epoch 69 Batch 18/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.014 Epoch 69 Batch 19/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 69 Batch 20/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 69 Batch 21/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.012 Epoch 69 Batch 22/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 69 Batch 23/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 69 Batch 24/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 69 Batch 25/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.015 Epoch 69 Batch 26/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.014 Epoch 69 Batch 27/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 69 Batch 28/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 69 Batch 29/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.011 Epoch 69 Batch 30/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.009 Epoch 69 Batch 31/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 69 Batch 32/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 69 Batch 33/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 69 Batch 34/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 69 Batch 35/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.015 Epoch 69 Batch 36/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 69 Batch 37/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.012 Epoch 69 Batch 38/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.009 Epoch 69 Batch 39/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.009 Epoch 69 Batch 40/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.012 Epoch 69 Batch 41/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 69 Batch 42/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.007 Epoch 69 Batch 43/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.011 Epoch 69 Batch 44/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.015 Epoch 69 Batch 45/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 69 Batch 46/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 69 Batch 47/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 69 Batch 48/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.011 Epoch 69 Batch 49/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 69 Batch 50/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.014 Epoch 69 Batch 51/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.009 Epoch 69 Batch 52/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 69 Batch 53/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 69 Batch 54/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 69 Batch 55/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.011 Epoch 69 Batch 56/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.010 Epoch 69 Batch 57/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.012 Epoch 69 Batch 58/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.013 Epoch 69 Batch 59/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 69 Batch 60/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 69 Batch 61/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 69 Batch 62/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.015 Epoch 69 Batch 63/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 69 Batch 64/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 69 Batch 65/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 69 Batch 66/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.010 Epoch 69 Batch 67/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 69 Batch 68/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.011 Epoch 69 Batch 69/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 69 Batch 70/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 69 Batch 71/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.013 Epoch 69 Batch 72/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 69 Batch 73/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.011 Epoch 69 Batch 74/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 69 Batch 75/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.011 Epoch 69 Batch 76/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 69 Batch 77/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.009 Epoch 69 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 69 Batch 79/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 69 Batch 80/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.010 Epoch 69 Batch 81/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 69 Batch 82/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.008 Epoch 69 Batch 83/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.015 Epoch 69 Batch 84/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 69 Batch 85/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 69 Batch 86/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.006 Epoch 69 Batch 87/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.011 Epoch 69 Batch 88/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 69 Batch 89/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 69 Batch 90/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.007 Epoch 69 Batch 91/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 69 Batch 92/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 69 Batch 93/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 69 Batch 94/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.011 Epoch 69 Batch 95/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 69 Batch 96/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 69 Batch 97/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 69 Batch 98/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 69 Batch 99/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 69 Batch 100/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.010 Epoch 69 Batch 101/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.015 Epoch 69 Batch 102/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.008 Epoch 69 Batch 103/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.012 Epoch 69 Batch 104/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.011 Epoch 69 Batch 105/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 69 Batch 106/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 69 Batch 107/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.006 Epoch 69 Batch 108/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 69 Batch 109/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 69 Batch 110/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 69 Batch 111/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.009 Epoch 69 Batch 112/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 69 Batch 113/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 69 Batch 114/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 69 Batch 115/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 69 Batch 116/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.008 Epoch 69 Batch 117/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 69 Batch 118/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.008 Epoch 69 Batch 119/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.011 Epoch 69 Batch 120/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.011 Epoch 69 Batch 121/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 69 Batch 122/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 69 Batch 123/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.011 Epoch 69 Batch 124/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.011 Epoch 69 Batch 125/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 69 Batch 126/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 69 Batch 127/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.012 Epoch 69 Batch 128/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.011 Epoch 69 Batch 129/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.010 Epoch 69 Batch 130/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.011 Epoch 69 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 69 Batch 132/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.010 Epoch 69 Batch 133/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 69 Batch 134/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 69 Batch 135/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 69 Batch 136/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 69 Batch 137/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 69 Batch 138/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.008 Epoch 69 Batch 139/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 69 Batch 140/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 69 Batch 141/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.009 Epoch 69 Batch 142/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.010 Epoch 69 Batch 143/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 69 Batch 144/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 69 Batch 145/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.006 Epoch 69 Batch 146/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 69 Batch 147/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.012 Epoch 69 Batch 148/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 69 Batch 149/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 69 Batch 150/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.011 Epoch 69 Batch 151/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 69 Batch 152/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 69 Batch 153/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 69 Batch 154/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 69 Batch 155/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 69 Batch 156/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 69 Batch 157/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 69 Batch 158/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 69 Batch 159/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 69 Batch 160/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 69 Batch 161/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.010 Epoch 69 Batch 162/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 69 Batch 163/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.007 Epoch 69 Batch 164/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 69 Batch 165/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.007 Epoch 69 Batch 166/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.010 Epoch 69 Batch 167/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 69 Batch 168/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 69 Batch 169/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.009 Epoch 69 Batch 170/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 69 Batch 171/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.012 Epoch 69 Batch 172/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 69 Batch 173/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.008 Epoch 69 Batch 174/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.012 Epoch 69 Batch 175/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.011 Epoch 69 Batch 176/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.007 Epoch 69 Batch 177/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 69 Batch 178/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.013 Epoch 69 Batch 179/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.011 Epoch 69 Batch 180/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 69 Batch 181/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 69 Batch 182/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 69 Batch 183/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.008 Epoch 69 Batch 184/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.012 Epoch 69 Batch 185/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.012 Epoch 69 Batch 186/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 69 Batch 187/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.013 Epoch 69 Batch 188/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 69 Batch 189/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.008 Epoch 69 Batch 190/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 69 Batch 191/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.009 Epoch 69 Batch 192/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 69 Batch 193/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 69 Batch 194/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 69 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 69 Batch 196/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 69 Batch 197/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 69 Batch 198/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.012 Epoch 69 Batch 199/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.013 Epoch 69 Batch 200/269 - Train Accuracy: 0.986, Validation Accuracy: 0.963, Loss: 0.007 Epoch 69 Batch 201/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.010 Epoch 69 Batch 202/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.011 Epoch 69 Batch 203/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.013 Epoch 69 Batch 204/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.014 Epoch 69 Batch 205/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.008 Epoch 69 Batch 206/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.022 Epoch 69 Batch 207/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.015 Epoch 69 Batch 208/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.015 Epoch 69 Batch 209/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.014 Epoch 69 Batch 210/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.012 Epoch 69 Batch 211/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.017 Epoch 69 Batch 212/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.017 Epoch 69 Batch 213/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.016 Epoch 69 Batch 214/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.016 Epoch 69 Batch 215/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.014 Epoch 69 Batch 216/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.016 Epoch 69 Batch 217/269 - Train Accuracy: 0.958, Validation Accuracy: 0.959, Loss: 0.015 Epoch 69 Batch 218/269 - Train Accuracy: 0.977, Validation Accuracy: 0.955, Loss: 0.014 Epoch 69 Batch 219/269 - Train Accuracy: 0.979, Validation Accuracy: 0.954, Loss: 0.012 Epoch 69 Batch 220/269 - Train Accuracy: 0.973, Validation Accuracy: 0.954, Loss: 0.012 Epoch 69 Batch 221/269 - Train Accuracy: 0.972, Validation Accuracy: 0.956, Loss: 0.013 Epoch 69 Batch 222/269 - Train Accuracy: 0.978, Validation Accuracy: 0.956, Loss: 0.010 Epoch 69 Batch 223/269 - Train Accuracy: 0.976, Validation Accuracy: 0.957, Loss: 0.011 Epoch 69 Batch 224/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.018 Epoch 69 Batch 225/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.012 Epoch 69 Batch 226/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.011 Epoch 69 Batch 227/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.014 Epoch 69 Batch 228/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.011 Epoch 69 Batch 229/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 69 Batch 230/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.012 Epoch 69 Batch 231/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 69 Batch 232/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 69 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 69 Batch 234/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 69 Batch 235/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 69 Batch 236/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 69 Batch 237/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 69 Batch 238/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.011 Epoch 69 Batch 239/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 69 Batch 240/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 69 Batch 241/269 - Train Accuracy: 0.962, Validation Accuracy: 0.966, Loss: 0.014 Epoch 69 Batch 242/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 69 Batch 243/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.010 Epoch 69 Batch 244/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 69 Batch 245/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 69 Batch 246/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 69 Batch 247/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.012 Epoch 69 Batch 248/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 69 Batch 249/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 69 Batch 250/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 69 Batch 251/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 69 Batch 252/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 69 Batch 253/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 69 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 69 Batch 255/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 69 Batch 256/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 69 Batch 257/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 69 Batch 258/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 69 Batch 259/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 69 Batch 260/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 69 Batch 261/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 69 Batch 262/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 69 Batch 263/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 69 Batch 264/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.011 Epoch 69 Batch 265/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 69 Batch 266/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 69 Batch 267/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.009 Epoch 70 Batch 0/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.007 Epoch 70 Batch 1/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.009 Epoch 70 Batch 2/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.011 Epoch 70 Batch 3/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 70 Batch 4/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.010 Epoch 70 Batch 5/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 70 Batch 6/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 70 Batch 7/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 70 Batch 8/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 70 Batch 9/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 70 Batch 10/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 70 Batch 11/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 70 Batch 12/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 70 Batch 13/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 70 Batch 14/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 70 Batch 15/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 70 Batch 16/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.016 Epoch 70 Batch 17/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.014 Epoch 70 Batch 18/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 70 Batch 19/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.015 Epoch 70 Batch 20/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 70 Batch 21/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.011 Epoch 70 Batch 22/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.011 Epoch 70 Batch 23/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 70 Batch 24/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 70 Batch 25/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 70 Batch 26/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.011 Epoch 70 Batch 27/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 70 Batch 28/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.009 Epoch 70 Batch 29/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 70 Batch 30/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.011 Epoch 70 Batch 31/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 70 Batch 32/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.006 Epoch 70 Batch 33/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.009 Epoch 70 Batch 34/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.008 Epoch 70 Batch 35/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.016 Epoch 70 Batch 36/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 70 Batch 37/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.010 Epoch 70 Batch 38/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 70 Batch 39/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.006 Epoch 70 Batch 40/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.014 Epoch 70 Batch 41/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.009 Epoch 70 Batch 42/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.010 Epoch 70 Batch 43/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.011 Epoch 70 Batch 44/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.010 Epoch 70 Batch 45/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.012 Epoch 70 Batch 46/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.010 Epoch 70 Batch 47/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.008 Epoch 70 Batch 48/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.009 Epoch 70 Batch 49/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.007 Epoch 70 Batch 50/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.012 Epoch 70 Batch 51/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.012 Epoch 70 Batch 52/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.011 Epoch 70 Batch 53/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 70 Batch 54/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.011 Epoch 70 Batch 55/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 70 Batch 56/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.008 Epoch 70 Batch 57/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.014 Epoch 70 Batch 58/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 70 Batch 59/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 70 Batch 60/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 70 Batch 61/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.011 Epoch 70 Batch 62/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.012 Epoch 70 Batch 63/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 70 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 70 Batch 65/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.008 Epoch 70 Batch 66/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.011 Epoch 70 Batch 67/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 70 Batch 68/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.014 Epoch 70 Batch 69/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.011 Epoch 70 Batch 70/269 - Train Accuracy: 0.978, Validation Accuracy: 0.959, Loss: 0.008 Epoch 70 Batch 71/269 - Train Accuracy: 0.968, Validation Accuracy: 0.958, Loss: 0.013 Epoch 70 Batch 72/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.008 Epoch 70 Batch 73/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.012 Epoch 70 Batch 74/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.007 Epoch 70 Batch 75/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.012 Epoch 70 Batch 76/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.009 Epoch 70 Batch 77/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.010 Epoch 70 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.011 Epoch 70 Batch 79/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 70 Batch 80/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 70 Batch 81/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 70 Batch 82/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 70 Batch 83/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.012 Epoch 70 Batch 84/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 70 Batch 85/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.007 Epoch 70 Batch 86/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 70 Batch 87/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 70 Batch 88/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.009 Epoch 70 Batch 89/269 - Train Accuracy: 0.979, Validation Accuracy: 0.958, Loss: 0.007 Epoch 70 Batch 90/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.010 Epoch 70 Batch 91/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.008 Epoch 70 Batch 92/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.009 Epoch 70 Batch 93/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.008 Epoch 70 Batch 94/269 - Train Accuracy: 0.967, Validation Accuracy: 0.958, Loss: 0.013 Epoch 70 Batch 95/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.009 Epoch 70 Batch 96/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 70 Batch 97/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.014 Epoch 70 Batch 98/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.011 Epoch 70 Batch 99/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.007 Epoch 70 Batch 100/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 70 Batch 101/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.014 Epoch 70 Batch 102/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.013 Epoch 70 Batch 103/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.009 Epoch 70 Batch 104/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.010 Epoch 70 Batch 105/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.008 Epoch 70 Batch 106/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.007 Epoch 70 Batch 107/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.007 Epoch 70 Batch 108/269 - Train Accuracy: 0.977, Validation Accuracy: 0.958, Loss: 0.008 Epoch 70 Batch 109/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.010 Epoch 70 Batch 110/269 - Train Accuracy: 0.979, Validation Accuracy: 0.957, Loss: 0.008 Epoch 70 Batch 111/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.012 Epoch 70 Batch 112/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.009 Epoch 70 Batch 113/269 - Train Accuracy: 0.960, Validation Accuracy: 0.956, Loss: 0.009 Epoch 70 Batch 114/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.011 Epoch 70 Batch 115/269 - Train Accuracy: 0.966, Validation Accuracy: 0.956, Loss: 0.010 Epoch 70 Batch 116/269 - Train Accuracy: 0.978, Validation Accuracy: 0.954, Loss: 0.008 Epoch 70 Batch 117/269 - Train Accuracy: 0.977, Validation Accuracy: 0.955, Loss: 0.008 Epoch 70 Batch 118/269 - Train Accuracy: 0.978, Validation Accuracy: 0.959, Loss: 0.009 Epoch 70 Batch 119/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.011 Epoch 70 Batch 120/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 70 Batch 121/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 70 Batch 122/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 70 Batch 123/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.012 Epoch 70 Batch 124/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 70 Batch 125/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 70 Batch 126/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.012 Epoch 70 Batch 127/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.010 Epoch 70 Batch 128/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 70 Batch 129/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 70 Batch 130/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.013 Epoch 70 Batch 131/269 - Train Accuracy: 0.965, Validation Accuracy: 0.971, Loss: 0.010 Epoch 70 Batch 132/269 - Train Accuracy: 0.967, Validation Accuracy: 0.973, Loss: 0.011 Epoch 70 Batch 133/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.009 Epoch 70 Batch 134/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 70 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 70 Batch 136/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 70 Batch 137/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.008 Epoch 70 Batch 138/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 70 Batch 139/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 70 Batch 140/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.011 Epoch 70 Batch 141/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 70 Batch 142/269 - Train Accuracy: 0.965, Validation Accuracy: 0.970, Loss: 0.011 Epoch 70 Batch 143/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 70 Batch 144/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.009 Epoch 70 Batch 145/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.007 Epoch 70 Batch 146/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.010 Epoch 70 Batch 147/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.010 Epoch 70 Batch 148/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.009 Epoch 70 Batch 149/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.011 Epoch 70 Batch 150/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.011 Epoch 70 Batch 151/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 70 Batch 152/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 70 Batch 153/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 70 Batch 154/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 70 Batch 155/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 70 Batch 156/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 70 Batch 157/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 70 Batch 158/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 70 Batch 159/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 70 Batch 160/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 70 Batch 161/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 70 Batch 162/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 70 Batch 163/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.007 Epoch 70 Batch 164/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 70 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 70 Batch 166/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.010 Epoch 70 Batch 167/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.010 Epoch 70 Batch 168/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.012 Epoch 70 Batch 169/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 70 Batch 170/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.009 Epoch 70 Batch 171/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 70 Batch 172/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 70 Batch 173/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 70 Batch 174/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 70 Batch 175/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 70 Batch 176/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 70 Batch 177/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.007 Epoch 70 Batch 178/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.013 Epoch 70 Batch 179/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.015 Epoch 70 Batch 180/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 70 Batch 181/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.013 Epoch 70 Batch 182/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 70 Batch 183/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.007 Epoch 70 Batch 184/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 70 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.014 Epoch 70 Batch 186/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 70 Batch 187/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.015 Epoch 70 Batch 188/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 70 Batch 189/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.007 Epoch 70 Batch 190/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.011 Epoch 70 Batch 191/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 70 Batch 192/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 70 Batch 193/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 70 Batch 194/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.012 Epoch 70 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 70 Batch 196/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.013 Epoch 70 Batch 197/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 70 Batch 198/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.010 Epoch 70 Batch 199/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 70 Batch 200/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.012 Epoch 70 Batch 201/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 70 Batch 202/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 70 Batch 203/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.015 Epoch 70 Batch 204/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 70 Batch 205/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 70 Batch 206/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 70 Batch 207/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 70 Batch 208/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.014 Epoch 70 Batch 209/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 70 Batch 210/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 70 Batch 211/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.011 Epoch 70 Batch 212/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 70 Batch 213/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 70 Batch 214/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 70 Batch 215/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.011 Epoch 70 Batch 216/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 70 Batch 217/269 - Train Accuracy: 0.961, Validation Accuracy: 0.964, Loss: 0.012 Epoch 70 Batch 218/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.006 Epoch 70 Batch 219/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.011 Epoch 70 Batch 220/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 70 Batch 221/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.009 Epoch 70 Batch 222/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.008 Epoch 70 Batch 223/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.007 Epoch 70 Batch 224/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.013 Epoch 70 Batch 225/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.010 Epoch 70 Batch 226/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 70 Batch 227/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.012 Epoch 70 Batch 228/269 - Train Accuracy: 0.973, Validation Accuracy: 0.954, Loss: 0.008 Epoch 70 Batch 229/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.011 Epoch 70 Batch 230/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.008 Epoch 70 Batch 231/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 70 Batch 232/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 70 Batch 233/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 70 Batch 234/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 70 Batch 235/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.007 Epoch 70 Batch 236/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 70 Batch 237/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 70 Batch 238/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 70 Batch 239/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 70 Batch 240/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.007 Epoch 70 Batch 241/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 70 Batch 242/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.009 Epoch 70 Batch 243/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.011 Epoch 70 Batch 244/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.010 Epoch 70 Batch 245/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.010 Epoch 70 Batch 246/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 70 Batch 247/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 70 Batch 248/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 70 Batch 249/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 70 Batch 250/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 70 Batch 251/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.010 Epoch 70 Batch 252/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.006 Epoch 70 Batch 253/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 70 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 70 Batch 255/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 70 Batch 256/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 70 Batch 257/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.013 Epoch 70 Batch 258/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 70 Batch 259/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.009 Epoch 70 Batch 260/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 70 Batch 261/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.011 Epoch 70 Batch 262/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.012 Epoch 70 Batch 263/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 70 Batch 264/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 70 Batch 265/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 70 Batch 266/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.006 Epoch 70 Batch 267/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.009 Epoch 71 Batch 0/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 71 Batch 1/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 71 Batch 2/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 71 Batch 3/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 71 Batch 4/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 71 Batch 5/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 71 Batch 6/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 71 Batch 7/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 71 Batch 8/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 71 Batch 9/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 71 Batch 10/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.008 Epoch 71 Batch 11/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 71 Batch 12/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.012 Epoch 71 Batch 13/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.007 Epoch 71 Batch 14/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.006 Epoch 71 Batch 15/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 71 Batch 16/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.013 Epoch 71 Batch 17/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 71 Batch 18/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 71 Batch 19/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.011 Epoch 71 Batch 20/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 71 Batch 21/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 71 Batch 22/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 71 Batch 23/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 71 Batch 24/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 71 Batch 25/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.012 Epoch 71 Batch 26/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.007 Epoch 71 Batch 27/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.011 Epoch 71 Batch 28/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.008 Epoch 71 Batch 29/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.009 Epoch 71 Batch 30/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.009 Epoch 71 Batch 31/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 71 Batch 32/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.005 Epoch 71 Batch 33/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 71 Batch 34/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.007 Epoch 71 Batch 35/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.016 Epoch 71 Batch 36/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 71 Batch 37/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 71 Batch 38/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 71 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 71 Batch 40/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.012 Epoch 71 Batch 41/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 71 Batch 42/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 71 Batch 43/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 71 Batch 44/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 71 Batch 45/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.012 Epoch 71 Batch 46/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 71 Batch 47/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.008 Epoch 71 Batch 48/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 71 Batch 49/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 71 Batch 50/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.009 Epoch 71 Batch 51/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 71 Batch 52/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 71 Batch 53/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.008 Epoch 71 Batch 54/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 71 Batch 55/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 71 Batch 56/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 71 Batch 57/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.012 Epoch 71 Batch 58/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 71 Batch 59/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 71 Batch 60/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.010 Epoch 71 Batch 61/269 - Train Accuracy: 0.966, Validation Accuracy: 0.972, Loss: 0.012 Epoch 71 Batch 62/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.010 Epoch 71 Batch 63/269 - Train Accuracy: 0.973, Validation Accuracy: 0.974, Loss: 0.010 Epoch 71 Batch 64/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.006 Epoch 71 Batch 65/269 - Train Accuracy: 0.976, Validation Accuracy: 0.974, Loss: 0.008 Epoch 71 Batch 66/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.010 Epoch 71 Batch 67/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.013 Epoch 71 Batch 68/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.015 Epoch 71 Batch 69/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 71 Batch 70/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 71 Batch 71/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.013 Epoch 71 Batch 72/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.008 Epoch 71 Batch 73/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 71 Batch 74/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 71 Batch 75/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.013 Epoch 71 Batch 76/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 71 Batch 77/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 71 Batch 78/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 71 Batch 79/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 71 Batch 80/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.011 Epoch 71 Batch 81/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 71 Batch 82/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 71 Batch 83/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.013 Epoch 71 Batch 84/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 71 Batch 85/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 71 Batch 86/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 71 Batch 87/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.014 Epoch 71 Batch 88/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 71 Batch 89/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.013 Epoch 71 Batch 90/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.008 Epoch 71 Batch 91/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.008 Epoch 71 Batch 92/269 - Train Accuracy: 0.970, Validation Accuracy: 0.956, Loss: 0.009 Epoch 71 Batch 93/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.007 Epoch 71 Batch 94/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.011 Epoch 71 Batch 95/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.009 Epoch 71 Batch 96/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 71 Batch 97/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.011 Epoch 71 Batch 98/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.012 Epoch 71 Batch 99/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 71 Batch 100/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 71 Batch 101/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.014 Epoch 71 Batch 102/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 71 Batch 103/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.014 Epoch 71 Batch 104/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 71 Batch 105/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 71 Batch 106/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 71 Batch 107/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.011 Epoch 71 Batch 108/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 71 Batch 109/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.010 Epoch 71 Batch 110/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 71 Batch 111/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.011 Epoch 71 Batch 112/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 71 Batch 113/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 71 Batch 114/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 71 Batch 115/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 71 Batch 116/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.008 Epoch 71 Batch 117/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 71 Batch 118/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.008 Epoch 71 Batch 119/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 71 Batch 120/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 71 Batch 121/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 71 Batch 122/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 71 Batch 123/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 71 Batch 124/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 71 Batch 125/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.008 Epoch 71 Batch 126/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 71 Batch 127/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.011 Epoch 71 Batch 128/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.010 Epoch 71 Batch 129/269 - Train Accuracy: 0.969, Validation Accuracy: 0.972, Loss: 0.009 Epoch 71 Batch 130/269 - Train Accuracy: 0.970, Validation Accuracy: 0.973, Loss: 0.011 Epoch 71 Batch 131/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.010 Epoch 71 Batch 132/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.010 Epoch 71 Batch 133/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 71 Batch 134/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 71 Batch 135/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.006 Epoch 71 Batch 136/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 71 Batch 137/269 - Train Accuracy: 0.966, Validation Accuracy: 0.970, Loss: 0.010 Epoch 71 Batch 138/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 71 Batch 139/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 71 Batch 140/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 71 Batch 141/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 71 Batch 142/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.012 Epoch 71 Batch 143/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 71 Batch 144/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 71 Batch 145/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.005 Epoch 71 Batch 146/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.008 Epoch 71 Batch 147/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 71 Batch 148/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 71 Batch 149/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 71 Batch 150/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 71 Batch 151/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 71 Batch 152/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 71 Batch 153/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 71 Batch 154/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 71 Batch 155/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 71 Batch 156/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 71 Batch 157/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.007 Epoch 71 Batch 158/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 71 Batch 159/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 71 Batch 160/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 71 Batch 161/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 71 Batch 162/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.007 Epoch 71 Batch 163/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.008 Epoch 71 Batch 164/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 71 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 71 Batch 166/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 71 Batch 167/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 71 Batch 168/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 71 Batch 169/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 71 Batch 170/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 71 Batch 171/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 71 Batch 172/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.010 Epoch 71 Batch 173/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.011 Epoch 71 Batch 174/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 71 Batch 175/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 71 Batch 176/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 71 Batch 177/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 71 Batch 178/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 71 Batch 179/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 71 Batch 180/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 71 Batch 181/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.013 Epoch 71 Batch 182/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 71 Batch 183/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 71 Batch 184/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 71 Batch 185/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 71 Batch 186/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 71 Batch 187/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 71 Batch 188/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 71 Batch 189/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.007 Epoch 71 Batch 190/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 71 Batch 191/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 71 Batch 192/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.009 Epoch 71 Batch 193/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 71 Batch 194/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 71 Batch 195/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 71 Batch 196/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 71 Batch 197/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.007 Epoch 71 Batch 198/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 71 Batch 199/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 71 Batch 200/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.007 Epoch 71 Batch 201/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 71 Batch 202/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 71 Batch 203/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 71 Batch 204/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 71 Batch 205/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 71 Batch 206/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.012 Epoch 71 Batch 207/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 71 Batch 208/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.012 Epoch 71 Batch 209/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.008 Epoch 71 Batch 210/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 71 Batch 211/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 71 Batch 212/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.012 Epoch 71 Batch 213/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 71 Batch 214/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.012 Epoch 71 Batch 215/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.009 Epoch 71 Batch 216/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 71 Batch 217/269 - Train Accuracy: 0.961, Validation Accuracy: 0.967, Loss: 0.010 Epoch 71 Batch 218/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.010 Epoch 71 Batch 219/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 71 Batch 220/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 71 Batch 221/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 71 Batch 222/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 71 Batch 223/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.006 Epoch 71 Batch 224/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.012 Epoch 71 Batch 225/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 71 Batch 226/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 71 Batch 227/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 71 Batch 228/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 71 Batch 229/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 71 Batch 230/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 71 Batch 231/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 71 Batch 232/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 71 Batch 233/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.009 Epoch 71 Batch 234/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 71 Batch 235/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.007 Epoch 71 Batch 236/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 71 Batch 237/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.012 Epoch 71 Batch 238/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 71 Batch 239/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 71 Batch 240/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 71 Batch 241/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.012 Epoch 71 Batch 242/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 71 Batch 243/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 71 Batch 244/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 71 Batch 245/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.010 Epoch 71 Batch 246/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.013 Epoch 71 Batch 247/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 71 Batch 248/269 - Train Accuracy: 0.981, Validation Accuracy: 0.960, Loss: 0.007 Epoch 71 Batch 249/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.009 Epoch 71 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.009 Epoch 71 Batch 251/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.008 Epoch 71 Batch 252/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.008 Epoch 71 Batch 253/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 71 Batch 254/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 71 Batch 255/269 - Train Accuracy: 0.975, Validation Accuracy: 0.957, Loss: 0.009 Epoch 71 Batch 256/269 - Train Accuracy: 0.974, Validation Accuracy: 0.956, Loss: 0.008 Epoch 71 Batch 257/269 - Train Accuracy: 0.966, Validation Accuracy: 0.957, Loss: 0.015 Epoch 71 Batch 258/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 71 Batch 259/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.009 Epoch 71 Batch 260/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.009 Epoch 71 Batch 261/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 71 Batch 262/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 71 Batch 263/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 71 Batch 264/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 71 Batch 265/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.008 Epoch 71 Batch 266/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.007 Epoch 71 Batch 267/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 72 Batch 0/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 72 Batch 1/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.008 Epoch 72 Batch 2/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 72 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 72 Batch 4/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.010 Epoch 72 Batch 5/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 72 Batch 6/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 72 Batch 7/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 72 Batch 8/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 72 Batch 9/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 72 Batch 10/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.010 Epoch 72 Batch 11/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.014 Epoch 72 Batch 12/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 72 Batch 13/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.005 Epoch 72 Batch 14/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 72 Batch 15/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.005 Epoch 72 Batch 16/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.009 Epoch 72 Batch 17/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.012 Epoch 72 Batch 18/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 72 Batch 19/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.007 Epoch 72 Batch 20/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.009 Epoch 72 Batch 21/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.009 Epoch 72 Batch 22/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 72 Batch 23/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.010 Epoch 72 Batch 24/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 72 Batch 25/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 72 Batch 26/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 72 Batch 27/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 72 Batch 28/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 72 Batch 29/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.010 Epoch 72 Batch 30/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.011 Epoch 72 Batch 31/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 72 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.005 Epoch 72 Batch 33/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.006 Epoch 72 Batch 34/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.006 Epoch 72 Batch 35/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.012 Epoch 72 Batch 36/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.008 Epoch 72 Batch 37/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.011 Epoch 72 Batch 38/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.010 Epoch 72 Batch 39/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 72 Batch 40/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 72 Batch 41/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.010 Epoch 72 Batch 42/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 72 Batch 43/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.011 Epoch 72 Batch 44/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 72 Batch 45/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.012 Epoch 72 Batch 46/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.009 Epoch 72 Batch 47/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.010 Epoch 72 Batch 48/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.008 Epoch 72 Batch 49/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.010 Epoch 72 Batch 50/269 - Train Accuracy: 0.963, Validation Accuracy: 0.970, Loss: 0.013 Epoch 72 Batch 51/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 72 Batch 52/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 72 Batch 53/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 72 Batch 54/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 72 Batch 55/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 72 Batch 56/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.009 Epoch 72 Batch 57/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.012 Epoch 72 Batch 58/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 72 Batch 59/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.009 Epoch 72 Batch 60/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.010 Epoch 72 Batch 61/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.009 Epoch 72 Batch 62/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 72 Batch 63/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 72 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 72 Batch 65/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 72 Batch 66/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 72 Batch 67/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.010 Epoch 72 Batch 68/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.012 Epoch 72 Batch 69/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.012 Epoch 72 Batch 70/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 72 Batch 71/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 72 Batch 72/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.010 Epoch 72 Batch 73/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 72 Batch 74/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 72 Batch 75/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.009 Epoch 72 Batch 76/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 72 Batch 77/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.011 Epoch 72 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.012 Epoch 72 Batch 79/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.012 Epoch 72 Batch 80/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.009 Epoch 72 Batch 81/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 72 Batch 82/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 72 Batch 83/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 72 Batch 84/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 72 Batch 85/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 72 Batch 86/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 72 Batch 87/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 72 Batch 88/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.008 Epoch 72 Batch 89/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 72 Batch 90/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.009 Epoch 72 Batch 91/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 72 Batch 92/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 72 Batch 93/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 72 Batch 94/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 72 Batch 95/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 72 Batch 96/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 72 Batch 97/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 72 Batch 98/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 72 Batch 99/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.006 Epoch 72 Batch 100/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 72 Batch 101/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.010 Epoch 72 Batch 102/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.008 Epoch 72 Batch 103/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 72 Batch 104/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 72 Batch 105/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 72 Batch 106/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 72 Batch 107/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 72 Batch 108/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 72 Batch 109/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.008 Epoch 72 Batch 110/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 72 Batch 111/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.008 Epoch 72 Batch 112/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 72 Batch 113/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.010 Epoch 72 Batch 114/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 72 Batch 115/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.009 Epoch 72 Batch 116/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 72 Batch 117/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 72 Batch 118/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.007 Epoch 72 Batch 119/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.007 Epoch 72 Batch 120/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.007 Epoch 72 Batch 121/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.007 Epoch 72 Batch 122/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.008 Epoch 72 Batch 123/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.007 Epoch 72 Batch 124/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 72 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.005 Epoch 72 Batch 126/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 72 Batch 127/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 72 Batch 128/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 72 Batch 129/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.009 Epoch 72 Batch 130/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 72 Batch 131/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 72 Batch 132/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.012 Epoch 72 Batch 133/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 72 Batch 134/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.007 Epoch 72 Batch 135/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.007 Epoch 72 Batch 136/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.008 Epoch 72 Batch 137/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.008 Epoch 72 Batch 138/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.007 Epoch 72 Batch 139/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.007 Epoch 72 Batch 140/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.009 Epoch 72 Batch 141/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.007 Epoch 72 Batch 142/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 72 Batch 143/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.009 Epoch 72 Batch 144/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.007 Epoch 72 Batch 145/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.006 Epoch 72 Batch 146/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.005 Epoch 72 Batch 147/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 72 Batch 148/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.009 Epoch 72 Batch 149/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.009 Epoch 72 Batch 150/269 - Train Accuracy: 0.971, Validation Accuracy: 0.957, Loss: 0.011 Epoch 72 Batch 151/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.011 Epoch 72 Batch 152/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.007 Epoch 72 Batch 153/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 72 Batch 154/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.010 Epoch 72 Batch 155/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 72 Batch 156/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.011 Epoch 72 Batch 157/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.006 Epoch 72 Batch 158/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 72 Batch 159/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 72 Batch 160/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 72 Batch 161/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 72 Batch 162/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.009 Epoch 72 Batch 163/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.008 Epoch 72 Batch 164/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 72 Batch 165/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 72 Batch 166/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 72 Batch 167/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 72 Batch 168/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 72 Batch 169/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 72 Batch 170/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 72 Batch 171/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 72 Batch 172/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 72 Batch 173/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.009 Epoch 72 Batch 174/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 72 Batch 175/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 72 Batch 176/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 72 Batch 177/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 72 Batch 178/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 72 Batch 179/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 72 Batch 180/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 72 Batch 181/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 72 Batch 182/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 72 Batch 183/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 72 Batch 184/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 72 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.016 Epoch 72 Batch 186/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.005 Epoch 72 Batch 187/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 72 Batch 188/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 72 Batch 189/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.006 Epoch 72 Batch 190/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 72 Batch 191/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 72 Batch 192/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 72 Batch 193/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 72 Batch 194/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 72 Batch 195/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 72 Batch 196/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.012 Epoch 72 Batch 197/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 72 Batch 198/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 72 Batch 199/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 72 Batch 200/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.008 Epoch 72 Batch 201/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 72 Batch 202/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 72 Batch 203/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 72 Batch 204/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.010 Epoch 72 Batch 205/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.006 Epoch 72 Batch 206/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 72 Batch 207/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 72 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 72 Batch 209/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 72 Batch 210/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 72 Batch 211/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.011 Epoch 72 Batch 212/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 72 Batch 213/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 72 Batch 214/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 72 Batch 215/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.009 Epoch 72 Batch 216/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 72 Batch 217/269 - Train Accuracy: 0.962, Validation Accuracy: 0.964, Loss: 0.010 Epoch 72 Batch 218/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 72 Batch 219/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.008 Epoch 72 Batch 220/269 - Train Accuracy: 0.961, Validation Accuracy: 0.965, Loss: 0.009 Epoch 72 Batch 221/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 72 Batch 222/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 72 Batch 223/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 72 Batch 224/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.013 Epoch 72 Batch 225/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 72 Batch 226/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.007 Epoch 72 Batch 227/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.012 Epoch 72 Batch 228/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 72 Batch 229/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 72 Batch 230/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.009 Epoch 72 Batch 231/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 72 Batch 232/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.008 Epoch 72 Batch 233/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.008 Epoch 72 Batch 234/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.009 Epoch 72 Batch 235/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.007 Epoch 72 Batch 236/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 72 Batch 237/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 72 Batch 238/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 72 Batch 239/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.009 Epoch 72 Batch 240/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.011 Epoch 72 Batch 241/269 - Train Accuracy: 0.960, Validation Accuracy: 0.970, Loss: 0.013 Epoch 72 Batch 242/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 72 Batch 243/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 72 Batch 244/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 72 Batch 245/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.008 Epoch 72 Batch 246/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 72 Batch 247/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 72 Batch 248/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 72 Batch 249/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 72 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.010 Epoch 72 Batch 251/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.006 Epoch 72 Batch 252/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.005 Epoch 72 Batch 253/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 72 Batch 254/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.011 Epoch 72 Batch 255/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 72 Batch 256/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.008 Epoch 72 Batch 257/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.010 Epoch 72 Batch 258/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 72 Batch 259/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 72 Batch 260/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 72 Batch 261/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 72 Batch 262/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.011 Epoch 72 Batch 263/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 72 Batch 264/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.010 Epoch 72 Batch 265/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.011 Epoch 72 Batch 266/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.006 Epoch 72 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 73 Batch 0/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 73 Batch 1/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 73 Batch 2/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 73 Batch 3/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.007 Epoch 73 Batch 4/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.008 Epoch 73 Batch 5/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.008 Epoch 73 Batch 6/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.007 Epoch 73 Batch 7/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 73 Batch 8/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 73 Batch 9/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 73 Batch 10/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.006 Epoch 73 Batch 11/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 73 Batch 12/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.011 Epoch 73 Batch 13/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.006 Epoch 73 Batch 14/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 73 Batch 15/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.006 Epoch 73 Batch 16/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.011 Epoch 73 Batch 17/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 73 Batch 18/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 73 Batch 19/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.007 Epoch 73 Batch 20/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 73 Batch 21/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.009 Epoch 73 Batch 22/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 73 Batch 23/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.007 Epoch 73 Batch 24/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 73 Batch 25/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.010 Epoch 73 Batch 26/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 73 Batch 27/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 73 Batch 28/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.007 Epoch 73 Batch 29/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.009 Epoch 73 Batch 30/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 73 Batch 31/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 73 Batch 32/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 73 Batch 33/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.007 Epoch 73 Batch 34/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.007 Epoch 73 Batch 35/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.016 Epoch 73 Batch 36/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.008 Epoch 73 Batch 37/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.008 Epoch 73 Batch 38/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 73 Batch 39/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.006 Epoch 73 Batch 40/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.009 Epoch 73 Batch 41/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.008 Epoch 73 Batch 42/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 73 Batch 43/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 73 Batch 44/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.008 Epoch 73 Batch 45/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 73 Batch 46/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.008 Epoch 73 Batch 47/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.007 Epoch 73 Batch 48/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.010 Epoch 73 Batch 49/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.005 Epoch 73 Batch 50/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.013 Epoch 73 Batch 51/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 73 Batch 52/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 73 Batch 53/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 73 Batch 54/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 73 Batch 55/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 73 Batch 56/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.010 Epoch 73 Batch 57/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 73 Batch 58/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 73 Batch 59/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 73 Batch 60/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 73 Batch 61/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.009 Epoch 73 Batch 62/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 73 Batch 63/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 73 Batch 64/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.009 Epoch 73 Batch 65/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 73 Batch 66/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 73 Batch 67/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 73 Batch 68/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.012 Epoch 73 Batch 69/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.013 Epoch 73 Batch 70/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 73 Batch 71/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 73 Batch 72/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.013 Epoch 73 Batch 73/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 73 Batch 74/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 73 Batch 75/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.012 Epoch 73 Batch 76/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 73 Batch 77/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 73 Batch 78/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 73 Batch 79/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.010 Epoch 73 Batch 80/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.009 Epoch 73 Batch 81/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 73 Batch 82/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.009 Epoch 73 Batch 83/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.013 Epoch 73 Batch 84/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 73 Batch 85/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 73 Batch 86/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.008 Epoch 73 Batch 87/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.011 Epoch 73 Batch 88/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.007 Epoch 73 Batch 89/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 73 Batch 90/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.008 Epoch 73 Batch 91/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 73 Batch 92/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 73 Batch 93/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.006 Epoch 73 Batch 94/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 73 Batch 95/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 73 Batch 96/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 73 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.013 Epoch 73 Batch 98/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 73 Batch 99/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 73 Batch 100/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 73 Batch 101/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.015 Epoch 73 Batch 102/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 73 Batch 103/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 73 Batch 104/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 73 Batch 105/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 73 Batch 106/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 73 Batch 107/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.008 Epoch 73 Batch 108/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 73 Batch 109/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.011 Epoch 73 Batch 110/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.008 Epoch 73 Batch 111/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 73 Batch 112/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 73 Batch 113/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.010 Epoch 73 Batch 114/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 73 Batch 115/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 73 Batch 116/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 73 Batch 117/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 73 Batch 118/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 73 Batch 119/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.007 Epoch 73 Batch 120/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 73 Batch 121/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 73 Batch 122/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 73 Batch 123/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 73 Batch 124/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.010 Epoch 73 Batch 125/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.008 Epoch 73 Batch 126/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 73 Batch 127/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 73 Batch 128/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 73 Batch 129/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 73 Batch 130/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 73 Batch 131/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 73 Batch 132/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 73 Batch 133/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 73 Batch 134/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 73 Batch 135/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 73 Batch 136/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.008 Epoch 73 Batch 137/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 73 Batch 138/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 73 Batch 139/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 73 Batch 140/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 73 Batch 141/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.012 Epoch 73 Batch 142/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.011 Epoch 73 Batch 143/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 73 Batch 144/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 73 Batch 145/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 73 Batch 146/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.006 Epoch 73 Batch 147/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 73 Batch 148/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 73 Batch 149/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.012 Epoch 73 Batch 150/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 73 Batch 151/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 73 Batch 152/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.007 Epoch 73 Batch 153/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.009 Epoch 73 Batch 154/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 73 Batch 155/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 73 Batch 156/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 73 Batch 157/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 73 Batch 158/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 73 Batch 159/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 73 Batch 160/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 73 Batch 161/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 73 Batch 162/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.009 Epoch 73 Batch 163/269 - Train Accuracy: 0.983, Validation Accuracy: 0.961, Loss: 0.012 Epoch 73 Batch 164/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 73 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 73 Batch 166/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 73 Batch 167/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 73 Batch 168/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 73 Batch 169/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 73 Batch 170/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 73 Batch 171/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 73 Batch 172/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.013 Epoch 73 Batch 173/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.008 Epoch 73 Batch 174/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.012 Epoch 73 Batch 175/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.013 Epoch 73 Batch 176/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 73 Batch 177/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 73 Batch 178/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.009 Epoch 73 Batch 179/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.008 Epoch 73 Batch 180/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.008 Epoch 73 Batch 181/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 73 Batch 182/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.008 Epoch 73 Batch 183/269 - Train Accuracy: 0.980, Validation Accuracy: 0.960, Loss: 0.006 Epoch 73 Batch 184/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.009 Epoch 73 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.954, Loss: 0.009 Epoch 73 Batch 186/269 - Train Accuracy: 0.981, Validation Accuracy: 0.955, Loss: 0.008 Epoch 73 Batch 187/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.011 Epoch 73 Batch 188/269 - Train Accuracy: 0.980, Validation Accuracy: 0.959, Loss: 0.009 Epoch 73 Batch 189/269 - Train Accuracy: 0.981, Validation Accuracy: 0.961, Loss: 0.008 Epoch 73 Batch 190/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.011 Epoch 73 Batch 191/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 73 Batch 192/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 73 Batch 193/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 73 Batch 194/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.007 Epoch 73 Batch 195/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 73 Batch 196/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 73 Batch 197/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 73 Batch 198/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.007 Epoch 73 Batch 199/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.007 Epoch 73 Batch 200/269 - Train Accuracy: 0.983, Validation Accuracy: 0.961, Loss: 0.008 Epoch 73 Batch 201/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.007 Epoch 73 Batch 202/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 73 Batch 203/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.012 Epoch 73 Batch 204/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.011 Epoch 73 Batch 205/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.007 Epoch 73 Batch 206/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.013 Epoch 73 Batch 207/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.007 Epoch 73 Batch 208/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.007 Epoch 73 Batch 209/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 73 Batch 210/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.007 Epoch 73 Batch 211/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 73 Batch 212/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 73 Batch 213/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.006 Epoch 73 Batch 214/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 73 Batch 215/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 73 Batch 216/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 73 Batch 217/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.012 Epoch 73 Batch 218/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.009 Epoch 73 Batch 219/269 - Train Accuracy: 0.981, Validation Accuracy: 0.961, Loss: 0.007 Epoch 73 Batch 220/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.007 Epoch 73 Batch 221/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.007 Epoch 73 Batch 222/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.007 Epoch 73 Batch 223/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 73 Batch 224/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.013 Epoch 73 Batch 225/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 73 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 73 Batch 227/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 73 Batch 228/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 73 Batch 229/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 73 Batch 230/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.005 Epoch 73 Batch 231/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 73 Batch 232/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 73 Batch 233/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.008 Epoch 73 Batch 234/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 73 Batch 235/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.008 Epoch 73 Batch 236/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 73 Batch 237/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 73 Batch 238/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 73 Batch 239/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 73 Batch 240/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 73 Batch 241/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 73 Batch 242/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 73 Batch 243/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 73 Batch 244/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 73 Batch 245/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.011 Epoch 73 Batch 246/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.011 Epoch 73 Batch 247/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 73 Batch 248/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 73 Batch 249/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 73 Batch 250/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 73 Batch 251/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 73 Batch 252/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 73 Batch 253/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.011 Epoch 73 Batch 254/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 73 Batch 255/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 73 Batch 256/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 73 Batch 257/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.013 Epoch 73 Batch 258/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 73 Batch 259/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 73 Batch 260/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.011 Epoch 73 Batch 261/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 73 Batch 262/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 73 Batch 263/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 73 Batch 264/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 73 Batch 265/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.009 Epoch 73 Batch 266/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.006 Epoch 73 Batch 267/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 74 Batch 0/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 74 Batch 1/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 74 Batch 2/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 74 Batch 3/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 74 Batch 4/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 74 Batch 5/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 74 Batch 6/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 74 Batch 7/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 74 Batch 8/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 74 Batch 9/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 74 Batch 10/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.010 Epoch 74 Batch 11/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 74 Batch 12/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.012 Epoch 74 Batch 13/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 74 Batch 14/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 74 Batch 15/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.006 Epoch 74 Batch 16/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.016 Epoch 74 Batch 17/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 74 Batch 18/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 74 Batch 19/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.006 Epoch 74 Batch 20/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 74 Batch 21/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 74 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 74 Batch 23/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.012 Epoch 74 Batch 24/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 74 Batch 25/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 74 Batch 26/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 74 Batch 27/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 74 Batch 28/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 74 Batch 29/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 74 Batch 30/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 74 Batch 31/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 74 Batch 32/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.006 Epoch 74 Batch 33/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 74 Batch 34/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 74 Batch 35/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.014 Epoch 74 Batch 36/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 74 Batch 37/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.008 Epoch 74 Batch 38/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.007 Epoch 74 Batch 39/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.006 Epoch 74 Batch 40/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 74 Batch 41/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 74 Batch 42/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 74 Batch 43/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.011 Epoch 74 Batch 44/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.010 Epoch 74 Batch 45/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.010 Epoch 74 Batch 46/269 - Train Accuracy: 0.974, Validation Accuracy: 0.973, Loss: 0.007 Epoch 74 Batch 47/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.007 Epoch 74 Batch 48/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.008 Epoch 74 Batch 49/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.008 Epoch 74 Batch 50/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 74 Batch 51/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 74 Batch 52/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 74 Batch 53/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 74 Batch 54/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 74 Batch 55/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 74 Batch 56/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 74 Batch 57/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.010 Epoch 74 Batch 58/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 74 Batch 59/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 74 Batch 60/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 74 Batch 61/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.011 Epoch 74 Batch 62/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.011 Epoch 74 Batch 63/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 74 Batch 64/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.006 Epoch 74 Batch 65/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 74 Batch 66/269 - Train Accuracy: 0.975, Validation Accuracy: 0.974, Loss: 0.010 Epoch 74 Batch 67/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.010 Epoch 74 Batch 68/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 74 Batch 69/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 74 Batch 70/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 74 Batch 71/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 74 Batch 72/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 74 Batch 73/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 74 Batch 74/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 74 Batch 75/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.009 Epoch 74 Batch 76/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.007 Epoch 74 Batch 77/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.008 Epoch 74 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.009 Epoch 74 Batch 79/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 74 Batch 80/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 74 Batch 81/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 74 Batch 82/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.007 Epoch 74 Batch 83/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.012 Epoch 74 Batch 84/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 74 Batch 85/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 74 Batch 86/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 74 Batch 87/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 74 Batch 88/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 74 Batch 89/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 74 Batch 90/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.007 Epoch 74 Batch 91/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 74 Batch 92/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 74 Batch 93/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.007 Epoch 74 Batch 94/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 74 Batch 95/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 74 Batch 96/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 74 Batch 97/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 74 Batch 98/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 74 Batch 99/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 74 Batch 100/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.010 Epoch 74 Batch 101/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.012 Epoch 74 Batch 102/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 74 Batch 103/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 74 Batch 104/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.011 Epoch 74 Batch 105/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.007 Epoch 74 Batch 106/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.011 Epoch 74 Batch 107/269 - Train Accuracy: 0.966, Validation Accuracy: 0.971, Loss: 0.009 Epoch 74 Batch 108/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 74 Batch 109/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.009 Epoch 74 Batch 110/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 74 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.008 Epoch 74 Batch 112/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 74 Batch 113/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.008 Epoch 74 Batch 114/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 74 Batch 115/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 74 Batch 116/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.009 Epoch 74 Batch 117/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.009 Epoch 74 Batch 118/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.011 Epoch 74 Batch 119/269 - Train Accuracy: 0.962, Validation Accuracy: 0.957, Loss: 0.011 Epoch 74 Batch 120/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.011 Epoch 74 Batch 121/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.009 Epoch 74 Batch 122/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.008 Epoch 74 Batch 123/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.009 Epoch 74 Batch 124/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 74 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.007 Epoch 74 Batch 126/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 74 Batch 127/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 74 Batch 128/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 74 Batch 129/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.009 Epoch 74 Batch 130/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.014 Epoch 74 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.009 Epoch 74 Batch 132/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.012 Epoch 74 Batch 133/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 74 Batch 134/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 74 Batch 135/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.006 Epoch 74 Batch 136/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.013 Epoch 74 Batch 137/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.017 Epoch 74 Batch 138/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 74 Batch 139/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 74 Batch 140/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 74 Batch 141/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.013 Epoch 74 Batch 142/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.015 Epoch 74 Batch 143/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 74 Batch 144/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 74 Batch 145/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.005 Epoch 74 Batch 146/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 74 Batch 147/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.012 Epoch 74 Batch 148/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.010 Epoch 74 Batch 149/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 74 Batch 150/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 74 Batch 151/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 74 Batch 152/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 74 Batch 153/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 74 Batch 154/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 74 Batch 155/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 74 Batch 156/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 74 Batch 157/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 74 Batch 158/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 74 Batch 159/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 74 Batch 160/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 74 Batch 161/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 74 Batch 162/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.006 Epoch 74 Batch 163/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.008 Epoch 74 Batch 164/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 74 Batch 165/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 74 Batch 166/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.011 Epoch 74 Batch 167/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.008 Epoch 74 Batch 168/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 74 Batch 169/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.008 Epoch 74 Batch 170/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.012 Epoch 74 Batch 171/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 74 Batch 172/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 74 Batch 173/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 74 Batch 174/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 74 Batch 175/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 74 Batch 176/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 74 Batch 177/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 74 Batch 178/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 74 Batch 179/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 74 Batch 180/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 74 Batch 181/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.011 Epoch 74 Batch 182/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 74 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.008 Epoch 74 Batch 184/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 74 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 74 Batch 186/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 74 Batch 187/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 74 Batch 188/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.010 Epoch 74 Batch 189/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.007 Epoch 74 Batch 190/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 74 Batch 191/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 74 Batch 192/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 74 Batch 193/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.007 Epoch 74 Batch 194/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 74 Batch 195/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 74 Batch 196/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 74 Batch 197/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 74 Batch 198/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.009 Epoch 74 Batch 199/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 74 Batch 200/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.011 Epoch 74 Batch 201/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 74 Batch 202/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 74 Batch 203/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.012 Epoch 74 Batch 204/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.009 Epoch 74 Batch 205/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 74 Batch 206/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 74 Batch 207/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.006 Epoch 74 Batch 208/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 74 Batch 209/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 74 Batch 210/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.008 Epoch 74 Batch 211/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.011 Epoch 74 Batch 212/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 74 Batch 213/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 74 Batch 214/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.011 Epoch 74 Batch 215/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.008 Epoch 74 Batch 216/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.015 Epoch 74 Batch 217/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.012 Epoch 74 Batch 218/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.009 Epoch 74 Batch 219/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.012 Epoch 74 Batch 220/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 74 Batch 221/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.012 Epoch 74 Batch 222/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.009 Epoch 74 Batch 223/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.007 Epoch 74 Batch 224/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.012 Epoch 74 Batch 225/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.009 Epoch 74 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.010 Epoch 74 Batch 227/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.012 Epoch 74 Batch 228/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.009 Epoch 74 Batch 229/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 74 Batch 230/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 74 Batch 231/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.012 Epoch 74 Batch 232/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 74 Batch 233/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.009 Epoch 74 Batch 234/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 74 Batch 235/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.005 Epoch 74 Batch 236/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 74 Batch 237/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 74 Batch 238/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.010 Epoch 74 Batch 239/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.010 Epoch 74 Batch 240/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.008 Epoch 74 Batch 241/269 - Train Accuracy: 0.962, Validation Accuracy: 0.971, Loss: 0.010 Epoch 74 Batch 242/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 74 Batch 243/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.011 Epoch 74 Batch 244/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 74 Batch 245/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 74 Batch 246/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.011 Epoch 74 Batch 247/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 74 Batch 248/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 74 Batch 249/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 74 Batch 250/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.011 Epoch 74 Batch 251/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 74 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 74 Batch 253/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 74 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 74 Batch 255/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 74 Batch 256/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 74 Batch 257/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.008 Epoch 74 Batch 258/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 74 Batch 259/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 74 Batch 260/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 74 Batch 261/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.009 Epoch 74 Batch 262/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 74 Batch 263/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 74 Batch 264/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 74 Batch 265/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 74 Batch 266/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 74 Batch 267/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 75 Batch 0/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 75 Batch 1/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 75 Batch 2/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 75 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.005 Epoch 75 Batch 4/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.011 Epoch 75 Batch 5/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 75 Batch 6/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 75 Batch 7/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.008 Epoch 75 Batch 8/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 75 Batch 9/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.007 Epoch 75 Batch 10/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.010 Epoch 75 Batch 11/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.012 Epoch 75 Batch 12/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.014 Epoch 75 Batch 13/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.008 Epoch 75 Batch 14/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 75 Batch 15/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 75 Batch 16/269 - Train Accuracy: 0.960, Validation Accuracy: 0.969, Loss: 0.011 Epoch 75 Batch 17/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 75 Batch 18/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 75 Batch 19/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 75 Batch 20/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 75 Batch 21/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 75 Batch 22/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 75 Batch 23/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.011 Epoch 75 Batch 24/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 75 Batch 25/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 75 Batch 26/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.009 Epoch 75 Batch 27/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 75 Batch 28/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.008 Epoch 75 Batch 29/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.007 Epoch 75 Batch 30/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.008 Epoch 75 Batch 31/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 75 Batch 32/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 75 Batch 33/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 75 Batch 34/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 75 Batch 35/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.013 Epoch 75 Batch 36/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 75 Batch 37/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.011 Epoch 75 Batch 38/269 - Train Accuracy: 0.967, Validation Accuracy: 0.972, Loss: 0.009 Epoch 75 Batch 39/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.008 Epoch 75 Batch 40/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 75 Batch 41/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.007 Epoch 75 Batch 42/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 75 Batch 43/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.009 Epoch 75 Batch 44/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.008 Epoch 75 Batch 45/269 - Train Accuracy: 0.971, Validation Accuracy: 0.974, Loss: 0.008 Epoch 75 Batch 46/269 - Train Accuracy: 0.976, Validation Accuracy: 0.973, Loss: 0.006 Epoch 75 Batch 47/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.006 Epoch 75 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.011 Epoch 75 Batch 49/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.008 Epoch 75 Batch 50/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.013 Epoch 75 Batch 51/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 75 Batch 52/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 75 Batch 53/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 75 Batch 54/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.009 Epoch 75 Batch 55/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 75 Batch 56/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 75 Batch 57/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 75 Batch 58/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 75 Batch 59/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.007 Epoch 75 Batch 60/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 75 Batch 61/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.009 Epoch 75 Batch 62/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 75 Batch 63/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 75 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 75 Batch 65/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 75 Batch 66/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 75 Batch 67/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 75 Batch 68/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 75 Batch 69/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 75 Batch 70/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 75 Batch 71/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 75 Batch 72/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 75 Batch 73/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 75 Batch 74/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 75 Batch 75/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.010 Epoch 75 Batch 76/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.007 Epoch 75 Batch 77/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.009 Epoch 75 Batch 78/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.007 Epoch 75 Batch 79/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 75 Batch 80/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.010 Epoch 75 Batch 81/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 75 Batch 82/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.006 Epoch 75 Batch 83/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 75 Batch 84/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.008 Epoch 75 Batch 85/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 75 Batch 86/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 75 Batch 87/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 75 Batch 88/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 75 Batch 89/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 75 Batch 90/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.007 Epoch 75 Batch 91/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 75 Batch 92/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 75 Batch 93/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.007 Epoch 75 Batch 94/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.011 Epoch 75 Batch 95/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.008 Epoch 75 Batch 96/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 75 Batch 97/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.010 Epoch 75 Batch 98/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 75 Batch 99/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 75 Batch 100/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 75 Batch 101/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.012 Epoch 75 Batch 102/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.007 Epoch 75 Batch 103/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 75 Batch 104/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.010 Epoch 75 Batch 105/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.009 Epoch 75 Batch 106/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 75 Batch 107/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.009 Epoch 75 Batch 108/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.010 Epoch 75 Batch 109/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.013 Epoch 75 Batch 110/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 75 Batch 111/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 75 Batch 112/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.010 Epoch 75 Batch 113/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 75 Batch 114/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 75 Batch 115/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.012 Epoch 75 Batch 116/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.007 Epoch 75 Batch 117/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.007 Epoch 75 Batch 118/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.007 Epoch 75 Batch 119/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.009 Epoch 75 Batch 120/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.010 Epoch 75 Batch 121/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 75 Batch 122/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 75 Batch 123/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.013 Epoch 75 Batch 124/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.022 Epoch 75 Batch 125/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.015 Epoch 75 Batch 126/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 75 Batch 127/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.016 Epoch 75 Batch 128/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.013 Epoch 75 Batch 129/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.013 Epoch 75 Batch 130/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 75 Batch 131/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 75 Batch 132/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.009 Epoch 75 Batch 133/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.006 Epoch 75 Batch 134/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.013 Epoch 75 Batch 135/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 75 Batch 136/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 75 Batch 137/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.012 Epoch 75 Batch 138/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 75 Batch 139/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 75 Batch 140/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 75 Batch 141/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 75 Batch 142/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.012 Epoch 75 Batch 143/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.012 Epoch 75 Batch 144/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.008 Epoch 75 Batch 145/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.006 Epoch 75 Batch 146/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.011 Epoch 75 Batch 147/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.011 Epoch 75 Batch 148/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 75 Batch 149/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 75 Batch 150/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.011 Epoch 75 Batch 151/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 75 Batch 152/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 75 Batch 153/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.011 Epoch 75 Batch 154/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 75 Batch 155/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 75 Batch 156/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 75 Batch 157/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 75 Batch 158/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.009 Epoch 75 Batch 159/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 75 Batch 160/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 75 Batch 161/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 75 Batch 162/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 75 Batch 163/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.006 Epoch 75 Batch 164/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 75 Batch 165/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 75 Batch 166/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.011 Epoch 75 Batch 167/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 75 Batch 168/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.011 Epoch 75 Batch 169/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.009 Epoch 75 Batch 170/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.010 Epoch 75 Batch 171/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.010 Epoch 75 Batch 172/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.012 Epoch 75 Batch 173/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.009 Epoch 75 Batch 174/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 75 Batch 175/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 75 Batch 176/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.007 Epoch 75 Batch 177/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 75 Batch 178/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 75 Batch 179/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 75 Batch 180/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 75 Batch 181/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.012 Epoch 75 Batch 182/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.008 Epoch 75 Batch 183/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.005 Epoch 75 Batch 184/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 75 Batch 185/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 75 Batch 186/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.005 Epoch 75 Batch 187/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 75 Batch 188/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 75 Batch 189/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.007 Epoch 75 Batch 190/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 75 Batch 191/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 75 Batch 192/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 75 Batch 193/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.007 Epoch 75 Batch 194/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 75 Batch 195/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 75 Batch 196/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 75 Batch 197/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 75 Batch 198/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 75 Batch 199/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.007 Epoch 75 Batch 200/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.006 Epoch 75 Batch 201/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 75 Batch 202/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 75 Batch 203/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 75 Batch 204/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.006 Epoch 75 Batch 205/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.007 Epoch 75 Batch 206/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 75 Batch 207/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 75 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 75 Batch 209/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 75 Batch 210/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 75 Batch 211/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 75 Batch 212/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 75 Batch 213/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.011 Epoch 75 Batch 214/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.011 Epoch 75 Batch 215/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.006 Epoch 75 Batch 216/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.013 Epoch 75 Batch 217/269 - Train Accuracy: 0.966, Validation Accuracy: 0.961, Loss: 0.011 Epoch 75 Batch 218/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.007 Epoch 75 Batch 219/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.008 Epoch 75 Batch 220/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 75 Batch 221/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.007 Epoch 75 Batch 222/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 75 Batch 223/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.006 Epoch 75 Batch 224/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.012 Epoch 75 Batch 225/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.011 Epoch 75 Batch 226/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 75 Batch 227/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.012 Epoch 75 Batch 228/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 75 Batch 229/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.009 Epoch 75 Batch 230/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.006 Epoch 75 Batch 231/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.008 Epoch 75 Batch 232/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 75 Batch 233/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 75 Batch 234/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 75 Batch 235/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.006 Epoch 75 Batch 236/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 75 Batch 237/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 75 Batch 238/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 75 Batch 239/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 75 Batch 240/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 75 Batch 241/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.011 Epoch 75 Batch 242/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 75 Batch 243/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.007 Epoch 75 Batch 244/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 75 Batch 245/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.009 Epoch 75 Batch 246/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 75 Batch 247/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 75 Batch 248/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 75 Batch 249/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.007 Epoch 75 Batch 250/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 75 Batch 251/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 75 Batch 252/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.007 Epoch 75 Batch 253/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 75 Batch 254/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 75 Batch 255/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 75 Batch 256/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 75 Batch 257/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.010 Epoch 75 Batch 258/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 75 Batch 259/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 75 Batch 260/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 75 Batch 261/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.007 Epoch 75 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.009 Epoch 75 Batch 263/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 75 Batch 264/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 75 Batch 265/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 75 Batch 266/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 75 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 76 Batch 0/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 76 Batch 1/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 76 Batch 2/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 76 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 76 Batch 4/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 76 Batch 5/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 76 Batch 6/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 76 Batch 7/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.011 Epoch 76 Batch 8/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 76 Batch 9/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 76 Batch 10/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 76 Batch 11/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 76 Batch 12/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 76 Batch 13/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.007 Epoch 76 Batch 14/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.005 Epoch 76 Batch 15/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 76 Batch 16/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.013 Epoch 76 Batch 17/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 76 Batch 18/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.011 Epoch 76 Batch 19/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.007 Epoch 76 Batch 20/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 76 Batch 21/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 76 Batch 22/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 76 Batch 23/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 76 Batch 24/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 76 Batch 25/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 76 Batch 26/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 76 Batch 27/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 76 Batch 28/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.007 Epoch 76 Batch 29/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.009 Epoch 76 Batch 30/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.010 Epoch 76 Batch 31/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 76 Batch 32/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.005 Epoch 76 Batch 33/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 76 Batch 34/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 76 Batch 35/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.013 Epoch 76 Batch 36/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 76 Batch 37/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.010 Epoch 76 Batch 38/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 76 Batch 39/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.007 Epoch 76 Batch 40/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.008 Epoch 76 Batch 41/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.009 Epoch 76 Batch 42/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 76 Batch 43/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 76 Batch 44/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 76 Batch 45/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 76 Batch 46/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 76 Batch 47/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.007 Epoch 76 Batch 48/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 76 Batch 49/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 76 Batch 50/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 76 Batch 51/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 76 Batch 52/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 76 Batch 53/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 76 Batch 54/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 76 Batch 55/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 76 Batch 56/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.011 Epoch 76 Batch 57/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 76 Batch 58/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 76 Batch 59/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 76 Batch 60/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 76 Batch 61/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 76 Batch 62/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 76 Batch 63/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 76 Batch 64/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.006 Epoch 76 Batch 65/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.011 Epoch 76 Batch 66/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 76 Batch 67/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.012 Epoch 76 Batch 68/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 76 Batch 69/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.012 Epoch 76 Batch 70/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 76 Batch 71/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.012 Epoch 76 Batch 72/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 76 Batch 73/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 76 Batch 74/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 76 Batch 75/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 76 Batch 76/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 76 Batch 77/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 76 Batch 78/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 76 Batch 79/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.007 Epoch 76 Batch 80/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.007 Epoch 76 Batch 81/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 76 Batch 82/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.006 Epoch 76 Batch 83/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 76 Batch 84/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.009 Epoch 76 Batch 85/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.007 Epoch 76 Batch 86/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 76 Batch 87/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.009 Epoch 76 Batch 88/269 - Train Accuracy: 0.981, Validation Accuracy: 0.961, Loss: 0.009 Epoch 76 Batch 89/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.008 Epoch 76 Batch 90/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.006 Epoch 76 Batch 91/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.007 Epoch 76 Batch 92/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.007 Epoch 76 Batch 93/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.006 Epoch 76 Batch 94/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.014 Epoch 76 Batch 95/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.006 Epoch 76 Batch 96/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.008 Epoch 76 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 76 Batch 98/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 76 Batch 99/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.007 Epoch 76 Batch 100/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.011 Epoch 76 Batch 101/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 76 Batch 102/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 76 Batch 103/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 76 Batch 104/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 76 Batch 105/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 76 Batch 106/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 76 Batch 107/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.007 Epoch 76 Batch 108/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 76 Batch 109/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.009 Epoch 76 Batch 110/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 76 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.009 Epoch 76 Batch 112/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 76 Batch 113/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.009 Epoch 76 Batch 114/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.008 Epoch 76 Batch 115/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.009 Epoch 76 Batch 116/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 76 Batch 117/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 76 Batch 118/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 76 Batch 119/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.011 Epoch 76 Batch 120/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.007 Epoch 76 Batch 121/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 76 Batch 122/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 76 Batch 123/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.007 Epoch 76 Batch 124/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.006 Epoch 76 Batch 125/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 76 Batch 126/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 76 Batch 127/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 76 Batch 128/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 76 Batch 129/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.007 Epoch 76 Batch 130/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 76 Batch 131/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 76 Batch 132/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 76 Batch 133/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 76 Batch 134/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 76 Batch 135/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 76 Batch 136/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 76 Batch 137/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 76 Batch 138/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 76 Batch 139/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 76 Batch 140/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 76 Batch 141/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.008 Epoch 76 Batch 142/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 76 Batch 143/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 76 Batch 144/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 76 Batch 145/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.004 Epoch 76 Batch 146/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 76 Batch 147/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.006 Epoch 76 Batch 148/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 76 Batch 149/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 76 Batch 150/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 76 Batch 151/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 76 Batch 152/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.006 Epoch 76 Batch 153/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 76 Batch 154/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 76 Batch 155/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.011 Epoch 76 Batch 156/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 76 Batch 157/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 76 Batch 158/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.009 Epoch 76 Batch 159/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 76 Batch 160/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 76 Batch 161/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 76 Batch 162/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 76 Batch 163/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.005 Epoch 76 Batch 164/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 76 Batch 165/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 76 Batch 166/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.010 Epoch 76 Batch 167/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 76 Batch 168/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 76 Batch 169/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 76 Batch 170/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 76 Batch 171/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 76 Batch 172/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.008 Epoch 76 Batch 173/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 76 Batch 174/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 76 Batch 175/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 76 Batch 176/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 76 Batch 177/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.007 Epoch 76 Batch 178/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 76 Batch 179/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 76 Batch 180/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 76 Batch 181/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 76 Batch 182/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 76 Batch 183/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.005 Epoch 76 Batch 184/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.008 Epoch 76 Batch 185/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 76 Batch 186/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.006 Epoch 76 Batch 187/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.007 Epoch 76 Batch 188/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 76 Batch 189/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.005 Epoch 76 Batch 190/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 76 Batch 191/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 76 Batch 192/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 76 Batch 193/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 76 Batch 194/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 76 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 76 Batch 196/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 76 Batch 197/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 76 Batch 198/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 76 Batch 199/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 76 Batch 200/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.006 Epoch 76 Batch 201/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.008 Epoch 76 Batch 202/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.008 Epoch 76 Batch 203/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 76 Batch 204/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.007 Epoch 76 Batch 205/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.007 Epoch 76 Batch 206/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 76 Batch 207/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 76 Batch 208/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 76 Batch 209/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 76 Batch 210/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 76 Batch 211/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 76 Batch 212/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.010 Epoch 76 Batch 213/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 76 Batch 214/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.011 Epoch 76 Batch 215/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 76 Batch 216/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 76 Batch 217/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.010 Epoch 76 Batch 218/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.006 Epoch 76 Batch 219/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.008 Epoch 76 Batch 220/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.006 Epoch 76 Batch 221/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 76 Batch 222/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.006 Epoch 76 Batch 223/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 76 Batch 224/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 76 Batch 225/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 76 Batch 226/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 76 Batch 227/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 76 Batch 228/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 76 Batch 229/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 76 Batch 230/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 76 Batch 231/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 76 Batch 232/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 76 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 76 Batch 234/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 76 Batch 235/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.005 Epoch 76 Batch 236/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 76 Batch 237/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.008 Epoch 76 Batch 238/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 76 Batch 239/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 76 Batch 240/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 76 Batch 241/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.012 Epoch 76 Batch 242/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 76 Batch 243/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 76 Batch 244/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 76 Batch 245/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.008 Epoch 76 Batch 246/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 76 Batch 247/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 76 Batch 248/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.005 Epoch 76 Batch 249/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 76 Batch 250/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.011 Epoch 76 Batch 251/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 76 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 76 Batch 253/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.007 Epoch 76 Batch 254/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 76 Batch 255/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 76 Batch 256/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 76 Batch 257/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 76 Batch 258/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 76 Batch 259/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 76 Batch 260/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 76 Batch 261/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.010 Epoch 76 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 76 Batch 263/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 76 Batch 264/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 76 Batch 265/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 76 Batch 266/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.006 Epoch 76 Batch 267/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 77 Batch 0/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 77 Batch 1/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.005 Epoch 77 Batch 2/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 77 Batch 3/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.005 Epoch 77 Batch 4/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.007 Epoch 77 Batch 5/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.007 Epoch 77 Batch 6/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.007 Epoch 77 Batch 7/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 77 Batch 8/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.011 Epoch 77 Batch 9/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 77 Batch 10/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.008 Epoch 77 Batch 11/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 77 Batch 12/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 77 Batch 13/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.007 Epoch 77 Batch 14/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.006 Epoch 77 Batch 15/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.005 Epoch 77 Batch 16/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.012 Epoch 77 Batch 17/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 77 Batch 18/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 77 Batch 19/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.007 Epoch 77 Batch 20/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.007 Epoch 77 Batch 21/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.009 Epoch 77 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.007 Epoch 77 Batch 23/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.008 Epoch 77 Batch 24/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 77 Batch 25/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 26/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 27/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 77 Batch 28/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.008 Epoch 77 Batch 29/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 77 Batch 30/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 77 Batch 31/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 77 Batch 32/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 77 Batch 33/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.008 Epoch 77 Batch 34/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 77 Batch 35/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.010 Epoch 77 Batch 36/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.007 Epoch 77 Batch 37/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 77 Batch 38/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 77 Batch 39/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 77 Batch 40/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 77 Batch 41/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 77 Batch 42/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 77 Batch 43/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.011 Epoch 77 Batch 44/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.012 Epoch 77 Batch 45/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 46/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 47/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 77 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 77 Batch 49/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.005 Epoch 77 Batch 50/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.011 Epoch 77 Batch 51/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.009 Epoch 77 Batch 52/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 77 Batch 53/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.008 Epoch 77 Batch 54/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 77 Batch 55/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 77 Batch 56/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 77 Batch 57/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 77 Batch 58/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.010 Epoch 77 Batch 59/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 77 Batch 60/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 77 Batch 61/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.011 Epoch 77 Batch 62/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 77 Batch 63/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 77 Batch 64/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.005 Epoch 77 Batch 65/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 77 Batch 66/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.007 Epoch 77 Batch 67/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 77 Batch 68/269 - Train Accuracy: 0.965, Validation Accuracy: 0.969, Loss: 0.013 Epoch 77 Batch 69/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 77 Batch 70/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 77 Batch 71/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 77 Batch 72/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.010 Epoch 77 Batch 73/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 77 Batch 74/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 77 Batch 75/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 77 Batch 76/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.007 Epoch 77 Batch 77/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.008 Epoch 77 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 77 Batch 79/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.009 Epoch 77 Batch 80/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 77 Batch 81/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 77 Batch 82/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.005 Epoch 77 Batch 83/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 77 Batch 84/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 77 Batch 85/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 77 Batch 86/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 77 Batch 87/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 77 Batch 88/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.008 Epoch 77 Batch 89/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 77 Batch 90/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.008 Epoch 77 Batch 91/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 77 Batch 92/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 77 Batch 93/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.007 Epoch 77 Batch 94/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 77 Batch 95/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 77 Batch 96/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 77 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 77 Batch 98/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 77 Batch 99/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 100/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 77 Batch 101/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 77 Batch 102/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 77 Batch 103/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 77 Batch 104/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 77 Batch 105/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.008 Epoch 77 Batch 106/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 77 Batch 107/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 77 Batch 108/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 77 Batch 109/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 77 Batch 110/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 77 Batch 111/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 77 Batch 112/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.010 Epoch 77 Batch 113/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.010 Epoch 77 Batch 114/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 77 Batch 115/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.008 Epoch 77 Batch 116/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.008 Epoch 77 Batch 117/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 77 Batch 118/269 - Train Accuracy: 0.983, Validation Accuracy: 0.961, Loss: 0.008 Epoch 77 Batch 119/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 77 Batch 120/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.008 Epoch 77 Batch 121/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 77 Batch 122/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 77 Batch 123/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.011 Epoch 77 Batch 124/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 77 Batch 125/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 77 Batch 126/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.008 Epoch 77 Batch 127/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 77 Batch 128/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 129/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 130/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 77 Batch 131/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 77 Batch 132/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 77 Batch 133/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 77 Batch 134/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.009 Epoch 77 Batch 135/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 77 Batch 136/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 77 Batch 137/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 77 Batch 138/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 77 Batch 139/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 77 Batch 140/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 77 Batch 141/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 142/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 143/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.007 Epoch 77 Batch 144/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 77 Batch 145/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.004 Epoch 77 Batch 146/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.007 Epoch 77 Batch 147/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 77 Batch 148/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 77 Batch 149/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 77 Batch 150/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.010 Epoch 77 Batch 151/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.009 Epoch 77 Batch 152/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 77 Batch 153/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.007 Epoch 77 Batch 154/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 77 Batch 155/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.007 Epoch 77 Batch 156/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.006 Epoch 77 Batch 157/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 77 Batch 158/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 77 Batch 159/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 77 Batch 160/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 77 Batch 161/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.009 Epoch 77 Batch 162/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 163/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 164/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 77 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 166/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 77 Batch 167/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 77 Batch 168/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.012 Epoch 77 Batch 169/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 77 Batch 170/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 77 Batch 171/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 77 Batch 172/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.008 Epoch 77 Batch 173/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 77 Batch 174/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 77 Batch 175/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 77 Batch 176/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.007 Epoch 77 Batch 177/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.006 Epoch 77 Batch 178/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 77 Batch 179/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 77 Batch 180/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 77 Batch 181/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 77 Batch 182/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 77 Batch 183/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 77 Batch 184/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 77 Batch 185/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 77 Batch 186/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.007 Epoch 77 Batch 187/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 77 Batch 188/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 77 Batch 189/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 77 Batch 190/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.006 Epoch 77 Batch 191/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 77 Batch 192/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 77 Batch 193/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 77 Batch 194/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 77 Batch 195/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 77 Batch 196/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 77 Batch 197/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 77 Batch 198/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 77 Batch 199/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 77 Batch 200/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.006 Epoch 77 Batch 201/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 77 Batch 202/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 77 Batch 203/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.011 Epoch 77 Batch 204/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 77 Batch 205/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.006 Epoch 77 Batch 206/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 77 Batch 207/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 77 Batch 208/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 209/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 77 Batch 210/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 77 Batch 211/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.008 Epoch 77 Batch 212/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.012 Epoch 77 Batch 213/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 77 Batch 214/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.012 Epoch 77 Batch 215/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 77 Batch 216/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 77 Batch 217/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.011 Epoch 77 Batch 218/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.008 Epoch 77 Batch 219/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 77 Batch 220/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.009 Epoch 77 Batch 221/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 77 Batch 222/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 77 Batch 223/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 77 Batch 224/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 77 Batch 225/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 77 Batch 226/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 77 Batch 227/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 77 Batch 228/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 77 Batch 229/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.011 Epoch 77 Batch 230/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 77 Batch 231/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 77 Batch 232/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.012 Epoch 77 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.012 Epoch 77 Batch 234/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 77 Batch 235/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 236/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 77 Batch 237/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 77 Batch 238/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.008 Epoch 77 Batch 239/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 240/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 77 Batch 241/269 - Train Accuracy: 0.961, Validation Accuracy: 0.968, Loss: 0.011 Epoch 77 Batch 242/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 77 Batch 243/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.008 Epoch 77 Batch 244/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 77 Batch 245/269 - Train Accuracy: 0.962, Validation Accuracy: 0.965, Loss: 0.008 Epoch 77 Batch 246/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.011 Epoch 77 Batch 247/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 77 Batch 248/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.008 Epoch 77 Batch 249/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 77 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 77 Batch 251/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 77 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.006 Epoch 77 Batch 253/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.008 Epoch 77 Batch 254/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 77 Batch 255/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.006 Epoch 77 Batch 256/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 77 Batch 257/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 77 Batch 258/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 77 Batch 259/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.007 Epoch 77 Batch 260/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 77 Batch 261/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.005 Epoch 77 Batch 262/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 77 Batch 263/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 77 Batch 264/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 77 Batch 265/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.008 Epoch 77 Batch 266/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 77 Batch 267/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 78 Batch 0/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.009 Epoch 78 Batch 1/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 78 Batch 2/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 78 Batch 3/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.006 Epoch 78 Batch 4/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 78 Batch 5/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 78 Batch 6/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.010 Epoch 78 Batch 7/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 78 Batch 8/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.011 Epoch 78 Batch 9/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 78 Batch 10/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.006 Epoch 78 Batch 11/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 78 Batch 12/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.012 Epoch 78 Batch 13/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 78 Batch 14/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 78 Batch 15/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 78 Batch 16/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 78 Batch 17/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 78 Batch 18/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 78 Batch 19/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.008 Epoch 78 Batch 20/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.012 Epoch 78 Batch 21/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.012 Epoch 78 Batch 22/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 78 Batch 23/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 78 Batch 24/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 78 Batch 25/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 78 Batch 26/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 78 Batch 27/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 78 Batch 28/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.008 Epoch 78 Batch 29/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 78 Batch 30/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 78 Batch 31/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 78 Batch 32/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.005 Epoch 78 Batch 33/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.008 Epoch 78 Batch 34/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 35/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.016 Epoch 78 Batch 36/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 78 Batch 37/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.011 Epoch 78 Batch 38/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.008 Epoch 78 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.010 Epoch 78 Batch 40/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.012 Epoch 78 Batch 41/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 78 Batch 42/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 78 Batch 43/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 78 Batch 44/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.013 Epoch 78 Batch 45/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.011 Epoch 78 Batch 46/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 78 Batch 47/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.009 Epoch 78 Batch 48/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 78 Batch 49/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 78 Batch 50/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.012 Epoch 78 Batch 51/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 78 Batch 52/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 53/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 78 Batch 54/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.007 Epoch 78 Batch 55/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.011 Epoch 78 Batch 56/269 - Train Accuracy: 0.965, Validation Accuracy: 0.972, Loss: 0.010 Epoch 78 Batch 57/269 - Train Accuracy: 0.976, Validation Accuracy: 0.973, Loss: 0.014 Epoch 78 Batch 58/269 - Train Accuracy: 0.973, Validation Accuracy: 0.973, Loss: 0.010 Epoch 78 Batch 59/269 - Train Accuracy: 0.977, Validation Accuracy: 0.974, Loss: 0.006 Epoch 78 Batch 60/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.013 Epoch 78 Batch 61/269 - Train Accuracy: 0.967, Validation Accuracy: 0.971, Loss: 0.010 Epoch 78 Batch 62/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.012 Epoch 78 Batch 63/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 78 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 78 Batch 65/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 78 Batch 66/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 78 Batch 67/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.011 Epoch 78 Batch 68/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.012 Epoch 78 Batch 69/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 78 Batch 70/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 78 Batch 71/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 78 Batch 72/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 78 Batch 73/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 78 Batch 74/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 78 Batch 75/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 78 Batch 76/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 78 Batch 77/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 78 Batch 78/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 78 Batch 79/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 78 Batch 80/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.006 Epoch 78 Batch 81/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.010 Epoch 78 Batch 82/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 78 Batch 83/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.011 Epoch 78 Batch 84/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.008 Epoch 78 Batch 85/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.010 Epoch 78 Batch 86/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 87/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.010 Epoch 78 Batch 88/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 78 Batch 89/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 78 Batch 90/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 91/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 78 Batch 92/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.007 Epoch 78 Batch 93/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.010 Epoch 78 Batch 94/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.012 Epoch 78 Batch 95/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.008 Epoch 78 Batch 96/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 78 Batch 97/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.009 Epoch 78 Batch 98/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 78 Batch 99/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 78 Batch 100/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.011 Epoch 78 Batch 101/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.012 Epoch 78 Batch 102/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 78 Batch 103/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 78 Batch 104/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 78 Batch 105/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 78 Batch 106/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.009 Epoch 78 Batch 107/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 108/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 109/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.010 Epoch 78 Batch 110/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 78 Batch 111/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 78 Batch 112/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 78 Batch 113/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.010 Epoch 78 Batch 114/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 78 Batch 115/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 78 Batch 116/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.005 Epoch 78 Batch 117/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 78 Batch 118/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 78 Batch 119/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 78 Batch 120/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 78 Batch 121/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.006 Epoch 78 Batch 122/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 78 Batch 123/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 78 Batch 124/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 78 Batch 125/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 78 Batch 126/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 78 Batch 127/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.010 Epoch 78 Batch 128/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.006 Epoch 78 Batch 129/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 78 Batch 130/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.010 Epoch 78 Batch 131/269 - Train Accuracy: 0.967, Validation Accuracy: 0.974, Loss: 0.010 Epoch 78 Batch 132/269 - Train Accuracy: 0.965, Validation Accuracy: 0.974, Loss: 0.010 Epoch 78 Batch 133/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.008 Epoch 78 Batch 134/269 - Train Accuracy: 0.969, Validation Accuracy: 0.974, Loss: 0.009 Epoch 78 Batch 135/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.006 Epoch 78 Batch 136/269 - Train Accuracy: 0.967, Validation Accuracy: 0.971, Loss: 0.009 Epoch 78 Batch 137/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.008 Epoch 78 Batch 138/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.007 Epoch 78 Batch 139/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.006 Epoch 78 Batch 140/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.009 Epoch 78 Batch 141/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.007 Epoch 78 Batch 142/269 - Train Accuracy: 0.968, Validation Accuracy: 0.972, Loss: 0.013 Epoch 78 Batch 143/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.009 Epoch 78 Batch 144/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.009 Epoch 78 Batch 145/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.005 Epoch 78 Batch 146/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.007 Epoch 78 Batch 147/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.009 Epoch 78 Batch 148/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.007 Epoch 78 Batch 149/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.008 Epoch 78 Batch 150/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 151/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 78 Batch 152/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 153/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.008 Epoch 78 Batch 154/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 78 Batch 155/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.009 Epoch 78 Batch 156/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 78 Batch 157/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.006 Epoch 78 Batch 158/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 78 Batch 159/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 78 Batch 160/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 78 Batch 161/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.009 Epoch 78 Batch 162/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 78 Batch 163/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.009 Epoch 78 Batch 164/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 78 Batch 165/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 166/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 167/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 78 Batch 168/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 169/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 170/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 78 Batch 171/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 172/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 173/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.008 Epoch 78 Batch 174/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 175/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 78 Batch 176/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 78 Batch 177/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 78 Batch 178/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 78 Batch 179/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 78 Batch 180/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 181/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 78 Batch 182/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 78 Batch 183/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.005 Epoch 78 Batch 184/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 78 Batch 185/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 78 Batch 186/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 78 Batch 187/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 78 Batch 188/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.011 Epoch 78 Batch 189/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 190/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.011 Epoch 78 Batch 191/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.007 Epoch 78 Batch 192/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 78 Batch 193/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 78 Batch 194/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 78 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 78 Batch 196/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 197/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.011 Epoch 78 Batch 198/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 78 Batch 199/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 78 Batch 200/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.007 Epoch 78 Batch 201/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 78 Batch 202/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.008 Epoch 78 Batch 203/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.010 Epoch 78 Batch 204/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.007 Epoch 78 Batch 205/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.006 Epoch 78 Batch 206/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 78 Batch 207/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 78 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.007 Epoch 78 Batch 209/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.007 Epoch 78 Batch 210/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.008 Epoch 78 Batch 211/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 78 Batch 212/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 78 Batch 213/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 78 Batch 214/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.012 Epoch 78 Batch 215/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 78 Batch 216/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 78 Batch 217/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.009 Epoch 78 Batch 218/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 78 Batch 219/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.005 Epoch 78 Batch 220/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 78 Batch 221/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 78 Batch 222/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 78 Batch 223/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 78 Batch 224/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 78 Batch 225/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 78 Batch 226/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.008 Epoch 78 Batch 227/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.011 Epoch 78 Batch 228/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 78 Batch 229/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 78 Batch 230/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.009 Epoch 78 Batch 231/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 78 Batch 232/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 78 Batch 233/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.010 Epoch 78 Batch 234/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.006 Epoch 78 Batch 235/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.007 Epoch 78 Batch 236/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.009 Epoch 78 Batch 237/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.010 Epoch 78 Batch 238/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 78 Batch 239/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.012 Epoch 78 Batch 240/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 78 Batch 241/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.010 Epoch 78 Batch 242/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.007 Epoch 78 Batch 243/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.008 Epoch 78 Batch 244/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.008 Epoch 78 Batch 245/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.008 Epoch 78 Batch 246/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 78 Batch 247/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 78 Batch 248/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.006 Epoch 78 Batch 249/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 78 Batch 250/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.011 Epoch 78 Batch 251/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 78 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 78 Batch 253/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 78 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 78 Batch 255/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.009 Epoch 78 Batch 256/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.008 Epoch 78 Batch 257/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 78 Batch 258/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.009 Epoch 78 Batch 259/269 - Train Accuracy: 0.977, Validation Accuracy: 0.957, Loss: 0.009 Epoch 78 Batch 260/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.006 Epoch 78 Batch 261/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.007 Epoch 78 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 78 Batch 263/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.009 Epoch 78 Batch 264/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.009 Epoch 78 Batch 265/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.006 Epoch 78 Batch 266/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.006 Epoch 78 Batch 267/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.007 Epoch 79 Batch 0/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.009 Epoch 79 Batch 1/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.011 Epoch 79 Batch 2/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 79 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.006 Epoch 79 Batch 4/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 79 Batch 5/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.011 Epoch 79 Batch 6/269 - Train Accuracy: 0.976, Validation Accuracy: 0.957, Loss: 0.006 Epoch 79 Batch 7/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.010 Epoch 79 Batch 8/269 - Train Accuracy: 0.977, Validation Accuracy: 0.958, Loss: 0.011 Epoch 79 Batch 9/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.008 Epoch 79 Batch 10/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.007 Epoch 79 Batch 11/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.007 Epoch 79 Batch 12/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.014 Epoch 79 Batch 13/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 79 Batch 14/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 79 Batch 15/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.005 Epoch 79 Batch 16/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.013 Epoch 79 Batch 17/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 79 Batch 18/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 79 Batch 19/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 79 Batch 20/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.008 Epoch 79 Batch 21/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 79 Batch 22/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 79 Batch 23/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 79 Batch 24/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.015 Epoch 79 Batch 25/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.013 Epoch 79 Batch 26/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 79 Batch 27/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 79 Batch 28/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 79 Batch 29/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 79 Batch 30/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 79 Batch 31/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 79 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.004 Epoch 79 Batch 33/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 79 Batch 34/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 79 Batch 35/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.016 Epoch 79 Batch 36/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 79 Batch 37/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.007 Epoch 79 Batch 38/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.009 Epoch 79 Batch 39/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.006 Epoch 79 Batch 40/269 - Train Accuracy: 0.967, Validation Accuracy: 0.972, Loss: 0.010 Epoch 79 Batch 41/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.008 Epoch 79 Batch 42/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.005 Epoch 79 Batch 43/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 79 Batch 44/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 79 Batch 45/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 79 Batch 46/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 79 Batch 47/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.005 Epoch 79 Batch 48/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.012 Epoch 79 Batch 49/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 79 Batch 50/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.011 Epoch 79 Batch 51/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 79 Batch 52/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 79 Batch 53/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 79 Batch 54/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 79 Batch 55/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 79 Batch 56/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 79 Batch 57/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.013 Epoch 79 Batch 58/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 79 Batch 59/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 79 Batch 60/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 79 Batch 61/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 79 Batch 62/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.010 Epoch 79 Batch 63/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 79 Batch 64/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.010 Epoch 79 Batch 65/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 79 Batch 66/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 79 Batch 67/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.010 Epoch 79 Batch 68/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 79 Batch 69/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 79 Batch 70/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 79 Batch 71/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 79 Batch 72/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 79 Batch 73/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.012 Epoch 79 Batch 74/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 79 Batch 75/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.008 Epoch 79 Batch 76/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 79 Batch 77/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.007 Epoch 79 Batch 78/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 79 Batch 79/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 79 Batch 80/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 79 Batch 81/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 79 Batch 82/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 79 Batch 83/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 79 Batch 84/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 79 Batch 85/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 79 Batch 86/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 79 Batch 87/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 79 Batch 88/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 79 Batch 89/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.008 Epoch 79 Batch 90/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.008 Epoch 79 Batch 91/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 79 Batch 92/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 79 Batch 93/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 79 Batch 94/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 79 Batch 95/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 79 Batch 96/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.008 Epoch 79 Batch 97/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 79 Batch 98/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.007 Epoch 79 Batch 99/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 79 Batch 100/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.010 Epoch 79 Batch 101/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.012 Epoch 79 Batch 102/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.008 Epoch 79 Batch 103/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 79 Batch 104/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.014 Epoch 79 Batch 105/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 79 Batch 106/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 79 Batch 107/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.007 Epoch 79 Batch 108/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 79 Batch 109/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.009 Epoch 79 Batch 110/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 79 Batch 111/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 79 Batch 112/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 79 Batch 113/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 79 Batch 114/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 79 Batch 115/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 79 Batch 116/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 79 Batch 117/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 79 Batch 118/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.007 Epoch 79 Batch 119/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.010 Epoch 79 Batch 120/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.008 Epoch 79 Batch 121/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 79 Batch 122/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 79 Batch 123/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.007 Epoch 79 Batch 124/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 79 Batch 125/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 79 Batch 126/269 - Train Accuracy: 0.961, Validation Accuracy: 0.967, Loss: 0.009 Epoch 79 Batch 127/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.011 Epoch 79 Batch 128/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.009 Epoch 79 Batch 129/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 79 Batch 130/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.012 Epoch 79 Batch 131/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 79 Batch 132/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 79 Batch 133/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 79 Batch 134/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 79 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 79 Batch 136/269 - Train Accuracy: 0.960, Validation Accuracy: 0.964, Loss: 0.010 Epoch 79 Batch 137/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.009 Epoch 79 Batch 138/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 79 Batch 139/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 79 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 79 Batch 141/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 79 Batch 142/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 79 Batch 143/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 79 Batch 144/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 79 Batch 145/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.005 Epoch 79 Batch 146/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.008 Epoch 79 Batch 147/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 79 Batch 148/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 79 Batch 149/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 79 Batch 150/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 79 Batch 151/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.011 Epoch 79 Batch 152/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.008 Epoch 79 Batch 153/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 79 Batch 154/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.010 Epoch 79 Batch 155/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.008 Epoch 79 Batch 156/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 79 Batch 157/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 79 Batch 158/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 79 Batch 159/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 79 Batch 160/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 79 Batch 161/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.007 Epoch 79 Batch 162/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.007 Epoch 79 Batch 163/269 - Train Accuracy: 0.982, Validation Accuracy: 0.963, Loss: 0.008 Epoch 79 Batch 164/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 79 Batch 165/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 79 Batch 166/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 79 Batch 167/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 79 Batch 168/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 79 Batch 169/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 79 Batch 170/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 79 Batch 171/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 79 Batch 172/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 79 Batch 173/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 79 Batch 174/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.008 Epoch 79 Batch 175/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 79 Batch 176/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 79 Batch 177/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 79 Batch 178/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 79 Batch 179/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 79 Batch 180/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.011 Epoch 79 Batch 181/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 79 Batch 182/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.007 Epoch 79 Batch 183/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.005 Epoch 79 Batch 184/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.010 Epoch 79 Batch 185/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.012 Epoch 79 Batch 186/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 79 Batch 187/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 79 Batch 188/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.006 Epoch 79 Batch 189/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.009 Epoch 79 Batch 190/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 79 Batch 191/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.005 Epoch 79 Batch 192/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.005 Epoch 79 Batch 193/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.007 Epoch 79 Batch 194/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.011 Epoch 79 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.009 Epoch 79 Batch 196/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.008 Epoch 79 Batch 197/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.007 Epoch 79 Batch 198/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.009 Epoch 79 Batch 199/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 79 Batch 200/269 - Train Accuracy: 0.980, Validation Accuracy: 0.959, Loss: 0.006 Epoch 79 Batch 201/269 - Train Accuracy: 0.975, Validation Accuracy: 0.958, Loss: 0.009 Epoch 79 Batch 202/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 79 Batch 203/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.013 Epoch 79 Batch 204/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.007 Epoch 79 Batch 205/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 79 Batch 206/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.011 Epoch 79 Batch 207/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.008 Epoch 79 Batch 208/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.009 Epoch 79 Batch 209/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.007 Epoch 79 Batch 210/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.007 Epoch 79 Batch 211/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 79 Batch 212/269 - Train Accuracy: 0.963, Validation Accuracy: 0.960, Loss: 0.010 Epoch 79 Batch 213/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.008 Epoch 79 Batch 214/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.007 Epoch 79 Batch 215/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 79 Batch 216/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 79 Batch 217/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.009 Epoch 79 Batch 218/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.007 Epoch 79 Batch 219/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.010 Epoch 79 Batch 220/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.011 Epoch 79 Batch 221/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.012 Epoch 79 Batch 222/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 79 Batch 223/269 - Train Accuracy: 0.982, Validation Accuracy: 0.962, Loss: 0.007 Epoch 79 Batch 224/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.015 Epoch 79 Batch 225/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 79 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 79 Batch 227/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 79 Batch 228/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.009 Epoch 79 Batch 229/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 79 Batch 230/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.014 Epoch 79 Batch 231/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 79 Batch 232/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 79 Batch 233/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.009 Epoch 79 Batch 234/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 79 Batch 235/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.008 Epoch 79 Batch 236/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 79 Batch 237/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 79 Batch 238/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 79 Batch 239/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 79 Batch 240/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 79 Batch 241/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.010 Epoch 79 Batch 242/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 79 Batch 243/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.008 Epoch 79 Batch 244/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 79 Batch 245/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 79 Batch 246/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 79 Batch 247/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 79 Batch 248/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 79 Batch 249/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 79 Batch 250/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.011 Epoch 79 Batch 251/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 79 Batch 252/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 79 Batch 253/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 79 Batch 254/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 79 Batch 255/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 79 Batch 256/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 79 Batch 257/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.013 Epoch 79 Batch 258/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 79 Batch 259/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 79 Batch 260/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 79 Batch 261/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.006 Epoch 79 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 79 Batch 263/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.013 Epoch 79 Batch 264/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.014 Epoch 79 Batch 265/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 79 Batch 266/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.009 Epoch 79 Batch 267/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.013 Epoch 80 Batch 0/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.011 Epoch 80 Batch 1/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 80 Batch 2/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.009 Epoch 80 Batch 3/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 80 Batch 4/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 80 Batch 5/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 80 Batch 6/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 80 Batch 7/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 80 Batch 8/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 80 Batch 9/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.007 Epoch 80 Batch 10/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.009 Epoch 80 Batch 11/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.013 Epoch 80 Batch 12/269 - Train Accuracy: 0.962, Validation Accuracy: 0.964, Loss: 0.014 Epoch 80 Batch 13/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 80 Batch 14/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 80 Batch 15/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 80 Batch 16/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.014 Epoch 80 Batch 17/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 80 Batch 18/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.012 Epoch 80 Batch 19/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 80 Batch 20/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.008 Epoch 80 Batch 21/269 - Train Accuracy: 0.963, Validation Accuracy: 0.969, Loss: 0.011 Epoch 80 Batch 22/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 80 Batch 23/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 80 Batch 24/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 80 Batch 25/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 80 Batch 26/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 80 Batch 27/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 80 Batch 28/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 80 Batch 29/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 80 Batch 30/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 80 Batch 31/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 80 Batch 32/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 80 Batch 33/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.007 Epoch 80 Batch 34/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.011 Epoch 80 Batch 35/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.014 Epoch 80 Batch 36/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 80 Batch 37/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 80 Batch 38/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 80 Batch 39/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 80 Batch 40/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.008 Epoch 80 Batch 41/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 80 Batch 42/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 80 Batch 43/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.009 Epoch 80 Batch 44/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 80 Batch 45/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 80 Batch 46/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.011 Epoch 80 Batch 47/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.006 Epoch 80 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 80 Batch 49/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 80 Batch 50/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.012 Epoch 80 Batch 51/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.013 Epoch 80 Batch 52/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 80 Batch 53/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 80 Batch 54/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.012 Epoch 80 Batch 55/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 80 Batch 56/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.009 Epoch 80 Batch 57/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.012 Epoch 80 Batch 58/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 80 Batch 59/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 80 Batch 60/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.013 Epoch 80 Batch 61/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 80 Batch 62/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.013 Epoch 80 Batch 63/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.012 Epoch 80 Batch 64/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 80 Batch 65/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.013 Epoch 80 Batch 66/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 80 Batch 67/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 80 Batch 68/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.011 Epoch 80 Batch 69/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.014 Epoch 80 Batch 70/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.012 Epoch 80 Batch 71/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.013 Epoch 80 Batch 72/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 80 Batch 73/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.013 Epoch 80 Batch 74/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.012 Epoch 80 Batch 75/269 - Train Accuracy: 0.963, Validation Accuracy: 0.965, Loss: 0.014 Epoch 80 Batch 76/269 - Train Accuracy: 0.964, Validation Accuracy: 0.967, Loss: 0.012 Epoch 80 Batch 77/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.010 Epoch 80 Batch 78/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.012 Epoch 80 Batch 79/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.011 Epoch 80 Batch 80/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.008 Epoch 80 Batch 81/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 80 Batch 82/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.011 Epoch 80 Batch 83/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.014 Epoch 80 Batch 84/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 80 Batch 85/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.012 Epoch 80 Batch 86/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 80 Batch 87/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 80 Batch 88/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.010 Epoch 80 Batch 89/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.008 Epoch 80 Batch 90/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.011 Epoch 80 Batch 91/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 80 Batch 92/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 80 Batch 93/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.007 Epoch 80 Batch 94/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.017 Epoch 80 Batch 95/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 80 Batch 96/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 80 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.012 Epoch 80 Batch 98/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.008 Epoch 80 Batch 99/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.006 Epoch 80 Batch 100/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 80 Batch 101/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.017 Epoch 80 Batch 102/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.007 Epoch 80 Batch 103/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.011 Epoch 80 Batch 104/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 80 Batch 105/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 80 Batch 106/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 80 Batch 107/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 80 Batch 108/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.008 Epoch 80 Batch 109/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.011 Epoch 80 Batch 110/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 80 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.009 Epoch 80 Batch 112/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.010 Epoch 80 Batch 113/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.010 Epoch 80 Batch 114/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 80 Batch 115/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.011 Epoch 80 Batch 116/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 80 Batch 117/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 80 Batch 118/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 80 Batch 119/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.010 Epoch 80 Batch 120/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 80 Batch 121/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 80 Batch 122/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.008 Epoch 80 Batch 123/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.008 Epoch 80 Batch 124/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.009 Epoch 80 Batch 125/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.006 Epoch 80 Batch 126/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.008 Epoch 80 Batch 127/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 80 Batch 128/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 80 Batch 129/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.010 Epoch 80 Batch 130/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.010 Epoch 80 Batch 131/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.013 Epoch 80 Batch 132/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.011 Epoch 80 Batch 133/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.012 Epoch 80 Batch 134/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 80 Batch 135/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 80 Batch 136/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.007 Epoch 80 Batch 137/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 80 Batch 138/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 80 Batch 139/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 80 Batch 140/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 80 Batch 141/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.012 Epoch 80 Batch 142/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.010 Epoch 80 Batch 143/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.012 Epoch 80 Batch 144/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 80 Batch 145/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 80 Batch 146/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 80 Batch 147/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 80 Batch 148/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 80 Batch 149/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.011 Epoch 80 Batch 150/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.012 Epoch 80 Batch 151/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.011 Epoch 80 Batch 152/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 80 Batch 153/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 80 Batch 154/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 80 Batch 155/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 80 Batch 156/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 80 Batch 157/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 80 Batch 158/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 80 Batch 159/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 80 Batch 160/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.007 Epoch 80 Batch 161/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.006 Epoch 80 Batch 162/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.009 Epoch 80 Batch 163/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.008 Epoch 80 Batch 164/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 80 Batch 165/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 80 Batch 166/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 80 Batch 167/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.007 Epoch 80 Batch 168/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.010 Epoch 80 Batch 169/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.010 Epoch 80 Batch 170/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.010 Epoch 80 Batch 171/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 80 Batch 172/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.012 Epoch 80 Batch 173/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.008 Epoch 80 Batch 174/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 80 Batch 175/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 80 Batch 176/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.006 Epoch 80 Batch 177/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 80 Batch 178/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.012 Epoch 80 Batch 179/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.008 Epoch 80 Batch 180/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.010 Epoch 80 Batch 181/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.014 Epoch 80 Batch 182/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.008 Epoch 80 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.006 Epoch 80 Batch 184/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 80 Batch 185/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 80 Batch 186/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.007 Epoch 80 Batch 187/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.007 Epoch 80 Batch 188/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.008 Epoch 80 Batch 189/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 80 Batch 190/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 80 Batch 191/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 80 Batch 192/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 80 Batch 193/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 80 Batch 194/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 80 Batch 195/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 80 Batch 196/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 80 Batch 197/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 80 Batch 198/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 80 Batch 199/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.008 Epoch 80 Batch 200/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.009 Epoch 80 Batch 201/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 80 Batch 202/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 80 Batch 203/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 80 Batch 204/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 80 Batch 205/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.005 Epoch 80 Batch 206/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.013 Epoch 80 Batch 207/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 80 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 80 Batch 209/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 80 Batch 210/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.011 Epoch 80 Batch 211/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.009 Epoch 80 Batch 212/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 80 Batch 213/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.012 Epoch 80 Batch 214/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.009 Epoch 80 Batch 215/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 80 Batch 216/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 80 Batch 217/269 - Train Accuracy: 0.960, Validation Accuracy: 0.964, Loss: 0.013 Epoch 80 Batch 218/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 80 Batch 219/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.010 Epoch 80 Batch 220/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 80 Batch 221/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 80 Batch 222/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.005 Epoch 80 Batch 223/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 80 Batch 224/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.013 Epoch 80 Batch 225/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.012 Epoch 80 Batch 226/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 80 Batch 227/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 80 Batch 228/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.005 Epoch 80 Batch 229/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 80 Batch 230/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 80 Batch 231/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.013 Epoch 80 Batch 232/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.012 Epoch 80 Batch 233/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.013 Epoch 80 Batch 234/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 80 Batch 235/269 - Train Accuracy: 0.984, Validation Accuracy: 0.970, Loss: 0.006 Epoch 80 Batch 236/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.010 Epoch 80 Batch 237/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.010 Epoch 80 Batch 238/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 80 Batch 239/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 80 Batch 240/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 80 Batch 241/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 80 Batch 242/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 80 Batch 243/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.008 Epoch 80 Batch 244/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 80 Batch 245/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.008 Epoch 80 Batch 246/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.012 Epoch 80 Batch 247/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.010 Epoch 80 Batch 248/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 80 Batch 249/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 80 Batch 250/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 80 Batch 251/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 80 Batch 252/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 80 Batch 253/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 80 Batch 254/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.014 Epoch 80 Batch 255/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 80 Batch 256/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 80 Batch 257/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.012 Epoch 80 Batch 258/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 80 Batch 259/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 80 Batch 260/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 80 Batch 261/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 80 Batch 262/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 80 Batch 263/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 80 Batch 264/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.013 Epoch 80 Batch 265/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.009 Epoch 80 Batch 266/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.009 Epoch 80 Batch 267/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 81 Batch 0/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 81 Batch 1/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 81 Batch 2/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 81 Batch 3/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.011 Epoch 81 Batch 4/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.012 Epoch 81 Batch 5/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 81 Batch 6/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 81 Batch 7/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 81 Batch 8/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 81 Batch 9/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 81 Batch 10/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 81 Batch 11/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 81 Batch 12/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.011 Epoch 81 Batch 13/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.009 Epoch 81 Batch 14/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.009 Epoch 81 Batch 15/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 81 Batch 16/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.012 Epoch 81 Batch 17/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 81 Batch 18/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 81 Batch 19/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 81 Batch 20/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.010 Epoch 81 Batch 21/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.013 Epoch 81 Batch 22/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 81 Batch 23/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.013 Epoch 81 Batch 24/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.012 Epoch 81 Batch 25/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 81 Batch 26/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.010 Epoch 81 Batch 27/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.013 Epoch 81 Batch 28/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.016 Epoch 81 Batch 29/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 81 Batch 30/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.012 Epoch 81 Batch 31/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.010 Epoch 81 Batch 32/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.006 Epoch 81 Batch 33/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 81 Batch 34/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 81 Batch 35/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.015 Epoch 81 Batch 36/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.011 Epoch 81 Batch 37/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.011 Epoch 81 Batch 38/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.012 Epoch 81 Batch 39/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.009 Epoch 81 Batch 40/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.010 Epoch 81 Batch 41/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.009 Epoch 81 Batch 42/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.008 Epoch 81 Batch 43/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 81 Batch 44/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.012 Epoch 81 Batch 45/269 - Train Accuracy: 0.962, Validation Accuracy: 0.967, Loss: 0.016 Epoch 81 Batch 46/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 81 Batch 47/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 81 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 81 Batch 49/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 81 Batch 50/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.013 Epoch 81 Batch 51/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 81 Batch 52/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 81 Batch 53/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.010 Epoch 81 Batch 54/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.011 Epoch 81 Batch 55/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 81 Batch 56/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.016 Epoch 81 Batch 57/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.012 Epoch 81 Batch 58/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 81 Batch 59/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.006 Epoch 81 Batch 60/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 81 Batch 61/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 81 Batch 62/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 81 Batch 63/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.012 Epoch 81 Batch 64/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.010 Epoch 81 Batch 65/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 81 Batch 66/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 81 Batch 67/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.012 Epoch 81 Batch 68/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.012 Epoch 81 Batch 69/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.012 Epoch 81 Batch 70/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.012 Epoch 81 Batch 71/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.012 Epoch 81 Batch 72/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.012 Epoch 81 Batch 73/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.014 Epoch 81 Batch 74/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 81 Batch 75/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.010 Epoch 81 Batch 76/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.009 Epoch 81 Batch 77/269 - Train Accuracy: 0.976, Validation Accuracy: 0.957, Loss: 0.013 Epoch 81 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.957, Loss: 0.011 Epoch 81 Batch 79/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.010 Epoch 81 Batch 80/269 - Train Accuracy: 0.980, Validation Accuracy: 0.959, Loss: 0.011 Epoch 81 Batch 81/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.012 Epoch 81 Batch 82/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.007 Epoch 81 Batch 83/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.014 Epoch 81 Batch 84/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 81 Batch 85/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 81 Batch 86/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.007 Epoch 81 Batch 87/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.012 Epoch 81 Batch 88/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 81 Batch 89/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 81 Batch 90/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.010 Epoch 81 Batch 91/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.011 Epoch 81 Batch 92/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 81 Batch 93/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 81 Batch 94/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.012 Epoch 81 Batch 95/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 81 Batch 96/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.010 Epoch 81 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 81 Batch 98/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 81 Batch 99/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 81 Batch 100/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 81 Batch 101/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 81 Batch 102/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 81 Batch 103/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 81 Batch 104/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 81 Batch 105/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.007 Epoch 81 Batch 106/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.006 Epoch 81 Batch 107/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.012 Epoch 81 Batch 108/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 81 Batch 109/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.010 Epoch 81 Batch 110/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.010 Epoch 81 Batch 111/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 81 Batch 112/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 81 Batch 113/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 81 Batch 114/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 81 Batch 115/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 81 Batch 116/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 81 Batch 117/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 81 Batch 118/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 81 Batch 119/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.012 Epoch 81 Batch 120/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 81 Batch 121/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 81 Batch 122/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.009 Epoch 81 Batch 123/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 81 Batch 124/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 81 Batch 125/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 81 Batch 126/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 81 Batch 127/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 81 Batch 128/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.011 Epoch 81 Batch 129/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.010 Epoch 81 Batch 130/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.012 Epoch 81 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.010 Epoch 81 Batch 132/269 - Train Accuracy: 0.968, Validation Accuracy: 0.972, Loss: 0.011 Epoch 81 Batch 133/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.008 Epoch 81 Batch 134/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.008 Epoch 81 Batch 135/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.006 Epoch 81 Batch 136/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.011 Epoch 81 Batch 137/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 81 Batch 138/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 81 Batch 139/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 81 Batch 140/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 81 Batch 141/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.010 Epoch 81 Batch 142/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 81 Batch 143/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.013 Epoch 81 Batch 144/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 81 Batch 145/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 81 Batch 146/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 81 Batch 147/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 81 Batch 148/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.010 Epoch 81 Batch 149/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 81 Batch 150/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.009 Epoch 81 Batch 151/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.009 Epoch 81 Batch 152/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 81 Batch 153/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.009 Epoch 81 Batch 154/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 81 Batch 155/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 81 Batch 156/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.012 Epoch 81 Batch 157/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 81 Batch 158/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 81 Batch 159/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.010 Epoch 81 Batch 160/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 81 Batch 161/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 81 Batch 162/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 81 Batch 163/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.006 Epoch 81 Batch 164/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 81 Batch 165/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 81 Batch 166/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 81 Batch 167/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.011 Epoch 81 Batch 168/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 81 Batch 169/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.007 Epoch 81 Batch 170/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 81 Batch 171/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.012 Epoch 81 Batch 172/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.012 Epoch 81 Batch 173/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.008 Epoch 81 Batch 174/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 81 Batch 175/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 81 Batch 176/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.011 Epoch 81 Batch 177/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.007 Epoch 81 Batch 178/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.008 Epoch 81 Batch 179/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 81 Batch 180/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 81 Batch 181/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.015 Epoch 81 Batch 182/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.010 Epoch 81 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.007 Epoch 81 Batch 184/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 81 Batch 185/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 81 Batch 186/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 81 Batch 187/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 81 Batch 188/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.015 Epoch 81 Batch 189/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 81 Batch 190/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.009 Epoch 81 Batch 191/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.007 Epoch 81 Batch 192/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 81 Batch 193/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.008 Epoch 81 Batch 194/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.008 Epoch 81 Batch 195/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 81 Batch 196/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 81 Batch 197/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.009 Epoch 81 Batch 198/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.007 Epoch 81 Batch 199/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.012 Epoch 81 Batch 200/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.008 Epoch 81 Batch 201/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 81 Batch 202/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 81 Batch 203/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 81 Batch 204/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.009 Epoch 81 Batch 205/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 81 Batch 206/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 81 Batch 207/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 81 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.011 Epoch 81 Batch 209/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.011 Epoch 81 Batch 210/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.011 Epoch 81 Batch 211/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 81 Batch 212/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.013 Epoch 81 Batch 213/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.012 Epoch 81 Batch 214/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.014 Epoch 81 Batch 215/269 - Train Accuracy: 0.973, Validation Accuracy: 0.956, Loss: 0.011 Epoch 81 Batch 216/269 - Train Accuracy: 0.965, Validation Accuracy: 0.955, Loss: 0.012 Epoch 81 Batch 217/269 - Train Accuracy: 0.958, Validation Accuracy: 0.954, Loss: 0.020 Epoch 81 Batch 218/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.017 Epoch 81 Batch 219/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.015 Epoch 81 Batch 220/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.015 Epoch 81 Batch 221/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 81 Batch 222/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.014 Epoch 81 Batch 223/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.010 Epoch 81 Batch 224/269 - Train Accuracy: 0.964, Validation Accuracy: 0.957, Loss: 0.014 Epoch 81 Batch 225/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.012 Epoch 81 Batch 226/269 - Train Accuracy: 0.970, Validation Accuracy: 0.950, Loss: 0.015 Epoch 81 Batch 227/269 - Train Accuracy: 0.968, Validation Accuracy: 0.950, Loss: 0.014 Epoch 81 Batch 228/269 - Train Accuracy: 0.970, Validation Accuracy: 0.950, Loss: 0.015 Epoch 81 Batch 229/269 - Train Accuracy: 0.975, Validation Accuracy: 0.952, Loss: 0.018 Epoch 81 Batch 230/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.013 Epoch 81 Batch 231/269 - Train Accuracy: 0.968, Validation Accuracy: 0.956, Loss: 0.014 Epoch 81 Batch 232/269 - Train Accuracy: 0.969, Validation Accuracy: 0.959, Loss: 0.012 Epoch 81 Batch 233/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.014 Epoch 81 Batch 234/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 81 Batch 235/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.009 Epoch 81 Batch 236/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.012 Epoch 81 Batch 237/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.017 Epoch 81 Batch 238/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.013 Epoch 81 Batch 239/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.011 Epoch 81 Batch 240/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 81 Batch 241/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.015 Epoch 81 Batch 242/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 81 Batch 243/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.011 Epoch 81 Batch 244/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.012 Epoch 81 Batch 245/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.013 Epoch 81 Batch 246/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 81 Batch 247/269 - Train Accuracy: 0.967, Validation Accuracy: 0.959, Loss: 0.014 Epoch 81 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.010 Epoch 81 Batch 249/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.012 Epoch 81 Batch 250/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.012 Epoch 81 Batch 251/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.011 Epoch 81 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 81 Batch 253/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.014 Epoch 81 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.013 Epoch 81 Batch 255/269 - Train Accuracy: 0.969, Validation Accuracy: 0.960, Loss: 0.010 Epoch 81 Batch 256/269 - Train Accuracy: 0.964, Validation Accuracy: 0.959, Loss: 0.012 Epoch 81 Batch 257/269 - Train Accuracy: 0.963, Validation Accuracy: 0.957, Loss: 0.013 Epoch 81 Batch 258/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.011 Epoch 81 Batch 259/269 - Train Accuracy: 0.970, Validation Accuracy: 0.958, Loss: 0.012 Epoch 81 Batch 260/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.012 Epoch 81 Batch 261/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.012 Epoch 81 Batch 262/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.014 Epoch 81 Batch 263/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 81 Batch 264/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.012 Epoch 81 Batch 265/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 81 Batch 266/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 81 Batch 267/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 82 Batch 0/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.011 Epoch 82 Batch 1/269 - Train Accuracy: 0.966, Validation Accuracy: 0.971, Loss: 0.012 Epoch 82 Batch 2/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.016 Epoch 82 Batch 3/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 82 Batch 4/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.016 Epoch 82 Batch 5/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 82 Batch 6/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 82 Batch 7/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 82 Batch 8/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.016 Epoch 82 Batch 9/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.014 Epoch 82 Batch 10/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.014 Epoch 82 Batch 11/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.013 Epoch 82 Batch 12/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.013 Epoch 82 Batch 13/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.010 Epoch 82 Batch 14/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 82 Batch 15/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 82 Batch 16/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.014 Epoch 82 Batch 17/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 82 Batch 18/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.015 Epoch 82 Batch 19/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.010 Epoch 82 Batch 20/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.011 Epoch 82 Batch 21/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.014 Epoch 82 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 82 Batch 23/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.014 Epoch 82 Batch 24/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.011 Epoch 82 Batch 25/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.016 Epoch 82 Batch 26/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.011 Epoch 82 Batch 27/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 82 Batch 28/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.011 Epoch 82 Batch 29/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.011 Epoch 82 Batch 30/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.012 Epoch 82 Batch 31/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 82 Batch 32/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 82 Batch 33/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.012 Epoch 82 Batch 34/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 82 Batch 35/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.012 Epoch 82 Batch 36/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.009 Epoch 82 Batch 37/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 82 Batch 38/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.011 Epoch 82 Batch 39/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 82 Batch 40/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 82 Batch 41/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.012 Epoch 82 Batch 42/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 82 Batch 43/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.013 Epoch 82 Batch 44/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 82 Batch 45/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.013 Epoch 82 Batch 46/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.009 Epoch 82 Batch 47/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 82 Batch 48/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 82 Batch 49/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.006 Epoch 82 Batch 50/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.015 Epoch 82 Batch 51/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 82 Batch 52/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.012 Epoch 82 Batch 53/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.012 Epoch 82 Batch 54/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.013 Epoch 82 Batch 55/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 82 Batch 56/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.010 Epoch 82 Batch 57/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.014 Epoch 82 Batch 58/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.011 Epoch 82 Batch 59/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 82 Batch 60/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 82 Batch 61/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.010 Epoch 82 Batch 62/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 82 Batch 63/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.012 Epoch 82 Batch 64/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 82 Batch 65/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.010 Epoch 82 Batch 66/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.014 Epoch 82 Batch 67/269 - Train Accuracy: 0.965, Validation Accuracy: 0.960, Loss: 0.014 Epoch 82 Batch 68/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 82 Batch 69/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.011 Epoch 82 Batch 70/269 - Train Accuracy: 0.975, Validation Accuracy: 0.959, Loss: 0.010 Epoch 82 Batch 71/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.011 Epoch 82 Batch 72/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 82 Batch 73/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.011 Epoch 82 Batch 74/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.010 Epoch 82 Batch 75/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.011 Epoch 82 Batch 76/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.008 Epoch 82 Batch 77/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.011 Epoch 82 Batch 78/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.009 Epoch 82 Batch 79/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.010 Epoch 82 Batch 80/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.008 Epoch 82 Batch 81/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.012 Epoch 82 Batch 82/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.006 Epoch 82 Batch 83/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.014 Epoch 82 Batch 84/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 82 Batch 85/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.007 Epoch 82 Batch 86/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 82 Batch 87/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.010 Epoch 82 Batch 88/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 82 Batch 89/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 82 Batch 90/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 82 Batch 91/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.007 Epoch 82 Batch 92/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.009 Epoch 82 Batch 93/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.007 Epoch 82 Batch 94/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.016 Epoch 82 Batch 95/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 82 Batch 96/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 82 Batch 97/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 82 Batch 98/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 82 Batch 99/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 82 Batch 100/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 82 Batch 101/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 82 Batch 102/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.008 Epoch 82 Batch 103/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 82 Batch 104/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.009 Epoch 82 Batch 105/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 82 Batch 106/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 82 Batch 107/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.009 Epoch 82 Batch 108/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 82 Batch 109/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.014 Epoch 82 Batch 110/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 82 Batch 111/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 82 Batch 112/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 82 Batch 113/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.009 Epoch 82 Batch 114/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 82 Batch 115/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.010 Epoch 82 Batch 116/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 82 Batch 117/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 82 Batch 118/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 82 Batch 119/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 82 Batch 120/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 82 Batch 121/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.008 Epoch 82 Batch 122/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 82 Batch 123/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 82 Batch 124/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 82 Batch 125/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 82 Batch 126/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 82 Batch 127/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 82 Batch 128/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 82 Batch 129/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.011 Epoch 82 Batch 130/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 82 Batch 131/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 82 Batch 132/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 82 Batch 133/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 82 Batch 134/269 - Train Accuracy: 0.962, Validation Accuracy: 0.967, Loss: 0.011 Epoch 82 Batch 135/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 82 Batch 136/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 82 Batch 137/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 82 Batch 138/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 82 Batch 139/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 82 Batch 140/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 82 Batch 141/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.011 Epoch 82 Batch 142/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 82 Batch 143/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 82 Batch 144/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.008 Epoch 82 Batch 145/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.006 Epoch 82 Batch 146/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 82 Batch 147/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 82 Batch 148/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 82 Batch 149/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.013 Epoch 82 Batch 150/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 82 Batch 151/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.012 Epoch 82 Batch 152/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 82 Batch 153/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 82 Batch 154/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 82 Batch 155/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 82 Batch 156/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 82 Batch 157/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 82 Batch 158/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 82 Batch 159/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 82 Batch 160/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 82 Batch 161/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 82 Batch 162/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 82 Batch 163/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.009 Epoch 82 Batch 164/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 82 Batch 165/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 82 Batch 166/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 82 Batch 167/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 82 Batch 168/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 82 Batch 169/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 82 Batch 170/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 82 Batch 171/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 82 Batch 172/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.009 Epoch 82 Batch 173/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.009 Epoch 82 Batch 174/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 82 Batch 175/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 82 Batch 176/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 82 Batch 177/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.010 Epoch 82 Batch 178/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 82 Batch 179/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 82 Batch 180/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 82 Batch 181/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 82 Batch 182/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 82 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 82 Batch 184/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.010 Epoch 82 Batch 185/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 82 Batch 186/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.005 Epoch 82 Batch 187/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 82 Batch 188/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.006 Epoch 82 Batch 189/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 82 Batch 190/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 82 Batch 191/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 82 Batch 192/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.008 Epoch 82 Batch 193/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 82 Batch 194/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 82 Batch 195/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 82 Batch 196/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 82 Batch 197/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 82 Batch 198/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 82 Batch 199/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 82 Batch 200/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.006 Epoch 82 Batch 201/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.007 Epoch 82 Batch 202/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.009 Epoch 82 Batch 203/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 82 Batch 204/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.012 Epoch 82 Batch 205/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.012 Epoch 82 Batch 206/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 82 Batch 207/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 82 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 82 Batch 209/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.009 Epoch 82 Batch 210/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 82 Batch 211/269 - Train Accuracy: 0.976, Validation Accuracy: 0.955, Loss: 0.008 Epoch 82 Batch 212/269 - Train Accuracy: 0.966, Validation Accuracy: 0.959, Loss: 0.012 Epoch 82 Batch 213/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.009 Epoch 82 Batch 214/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.011 Epoch 82 Batch 215/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 82 Batch 216/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.012 Epoch 82 Batch 217/269 - Train Accuracy: 0.963, Validation Accuracy: 0.962, Loss: 0.014 Epoch 82 Batch 218/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.008 Epoch 82 Batch 219/269 - Train Accuracy: 0.979, Validation Accuracy: 0.959, Loss: 0.010 Epoch 82 Batch 220/269 - Train Accuracy: 0.970, Validation Accuracy: 0.957, Loss: 0.009 Epoch 82 Batch 221/269 - Train Accuracy: 0.971, Validation Accuracy: 0.958, Loss: 0.012 Epoch 82 Batch 222/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.011 Epoch 82 Batch 223/269 - Train Accuracy: 0.972, Validation Accuracy: 0.957, Loss: 0.008 Epoch 82 Batch 224/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.016 Epoch 82 Batch 225/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.015 Epoch 82 Batch 226/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.010 Epoch 82 Batch 227/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.010 Epoch 82 Batch 228/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 82 Batch 229/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.009 Epoch 82 Batch 230/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.011 Epoch 82 Batch 231/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 82 Batch 232/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.010 Epoch 82 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.011 Epoch 82 Batch 234/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.009 Epoch 82 Batch 235/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 82 Batch 236/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.007 Epoch 82 Batch 237/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 82 Batch 238/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.012 Epoch 82 Batch 239/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.011 Epoch 82 Batch 240/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 82 Batch 241/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.013 Epoch 82 Batch 242/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.011 Epoch 82 Batch 243/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 82 Batch 244/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 82 Batch 245/269 - Train Accuracy: 0.956, Validation Accuracy: 0.963, Loss: 0.009 Epoch 82 Batch 246/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.013 Epoch 82 Batch 247/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.011 Epoch 82 Batch 248/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.009 Epoch 82 Batch 249/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 82 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 82 Batch 251/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.011 Epoch 82 Batch 252/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.008 Epoch 82 Batch 253/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.008 Epoch 82 Batch 254/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 82 Batch 255/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 82 Batch 256/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.012 Epoch 82 Batch 257/269 - Train Accuracy: 0.962, Validation Accuracy: 0.962, Loss: 0.011 Epoch 82 Batch 258/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 82 Batch 259/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 82 Batch 260/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.007 Epoch 82 Batch 261/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.007 Epoch 82 Batch 262/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.014 Epoch 82 Batch 263/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 82 Batch 264/269 - Train Accuracy: 0.967, Validation Accuracy: 0.960, Loss: 0.010 Epoch 82 Batch 265/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 82 Batch 266/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.007 Epoch 82 Batch 267/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 83 Batch 0/269 - Train Accuracy: 0.978, Validation Accuracy: 0.958, Loss: 0.010 Epoch 83 Batch 1/269 - Train Accuracy: 0.968, Validation Accuracy: 0.959, Loss: 0.009 Epoch 83 Batch 2/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.010 Epoch 83 Batch 3/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.009 Epoch 83 Batch 4/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 83 Batch 5/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 83 Batch 6/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 83 Batch 7/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 83 Batch 8/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.011 Epoch 83 Batch 9/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.009 Epoch 83 Batch 10/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 83 Batch 11/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 83 Batch 12/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 83 Batch 13/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.009 Epoch 83 Batch 14/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 83 Batch 15/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 83 Batch 16/269 - Train Accuracy: 0.963, Validation Accuracy: 0.963, Loss: 0.012 Epoch 83 Batch 17/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 83 Batch 18/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.011 Epoch 83 Batch 19/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 83 Batch 20/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 83 Batch 21/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 83 Batch 22/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.008 Epoch 83 Batch 23/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.010 Epoch 83 Batch 24/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.010 Epoch 83 Batch 25/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 83 Batch 26/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 83 Batch 27/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 83 Batch 28/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.009 Epoch 83 Batch 29/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.009 Epoch 83 Batch 30/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.008 Epoch 83 Batch 31/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.007 Epoch 83 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.005 Epoch 83 Batch 33/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 83 Batch 34/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 83 Batch 35/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.014 Epoch 83 Batch 36/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 83 Batch 37/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.009 Epoch 83 Batch 38/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.009 Epoch 83 Batch 39/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.008 Epoch 83 Batch 40/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.011 Epoch 83 Batch 41/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.007 Epoch 83 Batch 42/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.009 Epoch 83 Batch 43/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.011 Epoch 83 Batch 44/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 83 Batch 45/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.011 Epoch 83 Batch 46/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 83 Batch 47/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.007 Epoch 83 Batch 48/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 83 Batch 49/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 83 Batch 50/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.011 Epoch 83 Batch 51/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 83 Batch 52/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.007 Epoch 83 Batch 53/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 83 Batch 54/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.011 Epoch 83 Batch 55/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.009 Epoch 83 Batch 56/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.008 Epoch 83 Batch 57/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.012 Epoch 83 Batch 58/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 83 Batch 59/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 83 Batch 60/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.012 Epoch 83 Batch 61/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.012 Epoch 83 Batch 62/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 83 Batch 63/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 83 Batch 64/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 83 Batch 65/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.011 Epoch 83 Batch 66/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 83 Batch 67/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 83 Batch 68/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 83 Batch 69/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 83 Batch 70/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.010 Epoch 83 Batch 71/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 83 Batch 72/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.009 Epoch 83 Batch 73/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 83 Batch 74/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 83 Batch 75/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 83 Batch 76/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.006 Epoch 83 Batch 77/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 83 Batch 78/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 83 Batch 79/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.009 Epoch 83 Batch 80/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.007 Epoch 83 Batch 81/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 83 Batch 82/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 83 Batch 83/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.010 Epoch 83 Batch 84/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 83 Batch 85/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 83 Batch 86/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 83 Batch 87/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.008 Epoch 83 Batch 88/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 83 Batch 89/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.007 Epoch 83 Batch 90/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.010 Epoch 83 Batch 91/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 83 Batch 92/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 83 Batch 93/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.007 Epoch 83 Batch 94/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 83 Batch 95/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 83 Batch 96/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 83 Batch 97/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.009 Epoch 83 Batch 98/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 83 Batch 99/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 83 Batch 100/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 83 Batch 101/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 83 Batch 102/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 83 Batch 103/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 83 Batch 104/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 83 Batch 105/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 83 Batch 106/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 83 Batch 107/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.008 Epoch 83 Batch 108/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 83 Batch 109/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 83 Batch 110/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 83 Batch 111/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 83 Batch 112/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 83 Batch 113/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 83 Batch 114/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.009 Epoch 83 Batch 115/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 83 Batch 116/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 83 Batch 117/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 83 Batch 118/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 83 Batch 119/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 83 Batch 120/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 83 Batch 121/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 83 Batch 122/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 83 Batch 123/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 83 Batch 124/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.008 Epoch 83 Batch 125/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.005 Epoch 83 Batch 126/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 83 Batch 127/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 83 Batch 128/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 83 Batch 129/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.009 Epoch 83 Batch 130/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 83 Batch 131/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.008 Epoch 83 Batch 132/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.009 Epoch 83 Batch 133/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 83 Batch 134/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.009 Epoch 83 Batch 135/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.008 Epoch 83 Batch 136/269 - Train Accuracy: 0.962, Validation Accuracy: 0.961, Loss: 0.012 Epoch 83 Batch 137/269 - Train Accuracy: 0.963, Validation Accuracy: 0.961, Loss: 0.007 Epoch 83 Batch 138/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.008 Epoch 83 Batch 139/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 83 Batch 140/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.008 Epoch 83 Batch 141/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 83 Batch 142/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.009 Epoch 83 Batch 143/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.009 Epoch 83 Batch 144/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 83 Batch 145/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.008 Epoch 83 Batch 146/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 83 Batch 147/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.007 Epoch 83 Batch 148/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 83 Batch 149/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.010 Epoch 83 Batch 150/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.012 Epoch 83 Batch 151/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.009 Epoch 83 Batch 152/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.010 Epoch 83 Batch 153/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.007 Epoch 83 Batch 154/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 83 Batch 155/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 83 Batch 156/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 83 Batch 157/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 83 Batch 158/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 83 Batch 159/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 83 Batch 160/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.007 Epoch 83 Batch 161/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 83 Batch 162/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 83 Batch 163/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.007 Epoch 83 Batch 164/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 83 Batch 165/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.012 Epoch 83 Batch 166/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.011 Epoch 83 Batch 167/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 83 Batch 168/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 83 Batch 169/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.006 Epoch 83 Batch 170/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 83 Batch 171/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 83 Batch 172/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 83 Batch 173/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.007 Epoch 83 Batch 174/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 83 Batch 175/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.010 Epoch 83 Batch 176/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 83 Batch 177/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 83 Batch 178/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 83 Batch 179/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.007 Epoch 83 Batch 180/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 83 Batch 181/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 83 Batch 182/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 83 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.006 Epoch 83 Batch 184/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.010 Epoch 83 Batch 185/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.009 Epoch 83 Batch 186/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 83 Batch 187/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 83 Batch 188/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 83 Batch 189/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 83 Batch 190/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 83 Batch 191/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 83 Batch 192/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 83 Batch 193/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 83 Batch 194/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 83 Batch 195/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 83 Batch 196/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 83 Batch 197/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 83 Batch 198/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 83 Batch 199/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.006 Epoch 83 Batch 200/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 83 Batch 201/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 83 Batch 202/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 83 Batch 203/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 83 Batch 204/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 83 Batch 205/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.006 Epoch 83 Batch 206/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.010 Epoch 83 Batch 207/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 83 Batch 208/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.011 Epoch 83 Batch 209/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.008 Epoch 83 Batch 210/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 83 Batch 211/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 83 Batch 212/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 83 Batch 213/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.008 Epoch 83 Batch 214/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 83 Batch 215/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 83 Batch 216/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.009 Epoch 83 Batch 217/269 - Train Accuracy: 0.961, Validation Accuracy: 0.960, Loss: 0.012 Epoch 83 Batch 218/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.006 Epoch 83 Batch 219/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.010 Epoch 83 Batch 220/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.007 Epoch 83 Batch 221/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.009 Epoch 83 Batch 222/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 83 Batch 223/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.006 Epoch 83 Batch 224/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.010 Epoch 83 Batch 225/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 83 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 83 Batch 227/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 83 Batch 228/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.007 Epoch 83 Batch 229/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.007 Epoch 83 Batch 230/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 83 Batch 231/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 83 Batch 232/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 83 Batch 233/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.011 Epoch 83 Batch 234/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 83 Batch 235/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.006 Epoch 83 Batch 236/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.008 Epoch 83 Batch 237/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 83 Batch 238/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.009 Epoch 83 Batch 239/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 83 Batch 240/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 83 Batch 241/269 - Train Accuracy: 0.962, Validation Accuracy: 0.967, Loss: 0.009 Epoch 83 Batch 242/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 83 Batch 243/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 83 Batch 244/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 83 Batch 245/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 83 Batch 246/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.011 Epoch 83 Batch 247/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.011 Epoch 83 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 83 Batch 249/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 83 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 83 Batch 251/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 83 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 83 Batch 253/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.011 Epoch 83 Batch 254/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 83 Batch 255/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 83 Batch 256/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 83 Batch 257/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.010 Epoch 83 Batch 258/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.006 Epoch 83 Batch 259/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.007 Epoch 83 Batch 260/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.011 Epoch 83 Batch 261/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 83 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.013 Epoch 83 Batch 263/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.011 Epoch 83 Batch 264/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 83 Batch 265/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.009 Epoch 83 Batch 266/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.006 Epoch 83 Batch 267/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 84 Batch 0/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 84 Batch 1/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.007 Epoch 84 Batch 2/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 84 Batch 3/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 84 Batch 4/269 - Train Accuracy: 0.966, Validation Accuracy: 0.963, Loss: 0.008 Epoch 84 Batch 5/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.006 Epoch 84 Batch 6/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 84 Batch 7/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 84 Batch 8/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 84 Batch 9/269 - Train Accuracy: 0.962, Validation Accuracy: 0.966, Loss: 0.012 Epoch 84 Batch 10/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 84 Batch 11/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.012 Epoch 84 Batch 12/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.015 Epoch 84 Batch 13/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.006 Epoch 84 Batch 14/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 84 Batch 15/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.006 Epoch 84 Batch 16/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.013 Epoch 84 Batch 17/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 84 Batch 18/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.008 Epoch 84 Batch 19/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.007 Epoch 84 Batch 20/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.007 Epoch 84 Batch 21/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 84 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 84 Batch 23/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 84 Batch 24/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.008 Epoch 84 Batch 25/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.007 Epoch 84 Batch 26/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.006 Epoch 84 Batch 27/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 84 Batch 28/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 84 Batch 29/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.008 Epoch 84 Batch 30/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 84 Batch 31/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 84 Batch 32/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 84 Batch 33/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 84 Batch 34/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 84 Batch 35/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.012 Epoch 84 Batch 36/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.009 Epoch 84 Batch 37/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.008 Epoch 84 Batch 38/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.007 Epoch 84 Batch 39/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 84 Batch 40/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 84 Batch 41/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 84 Batch 42/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 84 Batch 43/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 84 Batch 44/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 84 Batch 45/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 84 Batch 46/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 84 Batch 47/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.005 Epoch 84 Batch 48/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 84 Batch 49/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 84 Batch 50/269 - Train Accuracy: 0.964, Validation Accuracy: 0.968, Loss: 0.009 Epoch 84 Batch 51/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.010 Epoch 84 Batch 52/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 84 Batch 53/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 84 Batch 54/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 84 Batch 55/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.009 Epoch 84 Batch 56/269 - Train Accuracy: 0.970, Validation Accuracy: 0.972, Loss: 0.009 Epoch 84 Batch 57/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.010 Epoch 84 Batch 58/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 84 Batch 59/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.005 Epoch 84 Batch 60/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 84 Batch 61/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 84 Batch 62/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 84 Batch 63/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 84 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 84 Batch 65/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 84 Batch 66/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 84 Batch 67/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 84 Batch 68/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 84 Batch 69/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.012 Epoch 84 Batch 70/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.008 Epoch 84 Batch 71/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 84 Batch 72/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 84 Batch 73/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 84 Batch 74/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 84 Batch 75/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 84 Batch 76/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 84 Batch 77/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 84 Batch 78/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 84 Batch 79/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.007 Epoch 84 Batch 80/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 84 Batch 81/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 84 Batch 82/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 84 Batch 83/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 84 Batch 84/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 84 Batch 85/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 84 Batch 86/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 84 Batch 87/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 84 Batch 88/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 84 Batch 89/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.008 Epoch 84 Batch 90/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 84 Batch 91/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 84 Batch 92/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.007 Epoch 84 Batch 93/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 84 Batch 94/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 84 Batch 95/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 84 Batch 96/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 84 Batch 97/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 84 Batch 98/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 84 Batch 99/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 84 Batch 100/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 84 Batch 101/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 84 Batch 102/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 84 Batch 103/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 84 Batch 104/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 84 Batch 105/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.007 Epoch 84 Batch 106/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 84 Batch 107/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.006 Epoch 84 Batch 108/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 84 Batch 109/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 84 Batch 110/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.006 Epoch 84 Batch 111/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 84 Batch 112/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.007 Epoch 84 Batch 113/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.009 Epoch 84 Batch 114/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 84 Batch 115/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 84 Batch 116/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.006 Epoch 84 Batch 117/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 84 Batch 118/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 84 Batch 119/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 84 Batch 120/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 84 Batch 121/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 84 Batch 122/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 84 Batch 123/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 84 Batch 124/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 84 Batch 125/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.006 Epoch 84 Batch 126/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.007 Epoch 84 Batch 127/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.009 Epoch 84 Batch 128/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 84 Batch 129/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.008 Epoch 84 Batch 130/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 84 Batch 131/269 - Train Accuracy: 0.960, Validation Accuracy: 0.964, Loss: 0.009 Epoch 84 Batch 132/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 84 Batch 133/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 84 Batch 134/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 84 Batch 135/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 84 Batch 136/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 84 Batch 137/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 84 Batch 138/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 84 Batch 139/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 84 Batch 140/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 84 Batch 141/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 84 Batch 142/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.009 Epoch 84 Batch 143/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.006 Epoch 84 Batch 144/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.008 Epoch 84 Batch 145/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 84 Batch 146/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 84 Batch 147/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 84 Batch 148/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 84 Batch 149/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.008 Epoch 84 Batch 150/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.009 Epoch 84 Batch 151/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.008 Epoch 84 Batch 152/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 84 Batch 153/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 84 Batch 154/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 84 Batch 155/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 84 Batch 156/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 84 Batch 157/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 84 Batch 158/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.013 Epoch 84 Batch 159/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 84 Batch 160/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 84 Batch 161/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 84 Batch 162/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.005 Epoch 84 Batch 163/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 84 Batch 164/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 84 Batch 165/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 84 Batch 166/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.010 Epoch 84 Batch 167/269 - Train Accuracy: 0.977, Validation Accuracy: 0.959, Loss: 0.009 Epoch 84 Batch 168/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.008 Epoch 84 Batch 169/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.006 Epoch 84 Batch 170/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 84 Batch 171/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 84 Batch 172/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.008 Epoch 84 Batch 173/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 84 Batch 174/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 84 Batch 175/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 84 Batch 176/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 84 Batch 177/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.009 Epoch 84 Batch 178/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 84 Batch 179/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.008 Epoch 84 Batch 180/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 84 Batch 181/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 84 Batch 182/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 84 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.005 Epoch 84 Batch 184/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 84 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 84 Batch 186/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 84 Batch 187/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 84 Batch 188/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 84 Batch 189/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.008 Epoch 84 Batch 190/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.005 Epoch 84 Batch 191/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.008 Epoch 84 Batch 192/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.004 Epoch 84 Batch 193/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 84 Batch 194/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 84 Batch 195/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 84 Batch 196/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.011 Epoch 84 Batch 197/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 84 Batch 198/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 84 Batch 199/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 84 Batch 200/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.006 Epoch 84 Batch 201/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 84 Batch 202/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 84 Batch 203/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 84 Batch 204/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 84 Batch 205/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 84 Batch 206/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 84 Batch 207/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 84 Batch 208/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.012 Epoch 84 Batch 209/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 84 Batch 210/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 84 Batch 211/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 84 Batch 212/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.012 Epoch 84 Batch 213/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.005 Epoch 84 Batch 214/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 84 Batch 215/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.007 Epoch 84 Batch 216/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 84 Batch 217/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.010 Epoch 84 Batch 218/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.006 Epoch 84 Batch 219/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.010 Epoch 84 Batch 220/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 84 Batch 221/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.008 Epoch 84 Batch 222/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 84 Batch 223/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 84 Batch 224/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 84 Batch 225/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.008 Epoch 84 Batch 226/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 84 Batch 227/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.011 Epoch 84 Batch 228/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.005 Epoch 84 Batch 229/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 84 Batch 230/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.008 Epoch 84 Batch 231/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 84 Batch 232/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 84 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 84 Batch 234/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.007 Epoch 84 Batch 235/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.006 Epoch 84 Batch 236/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 84 Batch 237/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.011 Epoch 84 Batch 238/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 84 Batch 239/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 84 Batch 240/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.007 Epoch 84 Batch 241/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.010 Epoch 84 Batch 242/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 84 Batch 243/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.005 Epoch 84 Batch 244/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 84 Batch 245/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 84 Batch 246/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.011 Epoch 84 Batch 247/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 84 Batch 248/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.005 Epoch 84 Batch 249/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 84 Batch 250/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.010 Epoch 84 Batch 251/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 84 Batch 252/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 84 Batch 253/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 84 Batch 254/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 84 Batch 255/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 84 Batch 256/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 84 Batch 257/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 84 Batch 258/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 84 Batch 259/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 84 Batch 260/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 84 Batch 261/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 84 Batch 262/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 84 Batch 263/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 84 Batch 264/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 84 Batch 265/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 84 Batch 266/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 84 Batch 267/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 85 Batch 0/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.011 Epoch 85 Batch 1/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.006 Epoch 85 Batch 2/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 85 Batch 3/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 85 Batch 4/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 85 Batch 5/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 85 Batch 6/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 85 Batch 7/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 85 Batch 8/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.010 Epoch 85 Batch 9/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 85 Batch 10/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.009 Epoch 85 Batch 11/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 85 Batch 12/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.010 Epoch 85 Batch 13/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 85 Batch 14/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 85 Batch 15/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 85 Batch 16/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.010 Epoch 85 Batch 17/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 85 Batch 18/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.008 Epoch 85 Batch 19/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 85 Batch 20/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.008 Epoch 85 Batch 21/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 85 Batch 22/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 85 Batch 23/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 85 Batch 24/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 85 Batch 25/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 85 Batch 26/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.007 Epoch 85 Batch 27/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.010 Epoch 85 Batch 28/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 85 Batch 29/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 85 Batch 30/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.011 Epoch 85 Batch 31/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 85 Batch 32/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.005 Epoch 85 Batch 33/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.005 Epoch 85 Batch 34/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 85 Batch 35/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 85 Batch 36/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 85 Batch 37/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.009 Epoch 85 Batch 38/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.010 Epoch 85 Batch 39/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.011 Epoch 85 Batch 40/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.008 Epoch 85 Batch 41/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 85 Batch 42/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 85 Batch 43/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.010 Epoch 85 Batch 44/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 85 Batch 45/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 85 Batch 46/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 85 Batch 47/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.007 Epoch 85 Batch 48/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 85 Batch 49/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.005 Epoch 85 Batch 50/269 - Train Accuracy: 0.966, Validation Accuracy: 0.970, Loss: 0.012 Epoch 85 Batch 51/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 85 Batch 52/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.006 Epoch 85 Batch 53/269 - Train Accuracy: 0.975, Validation Accuracy: 0.973, Loss: 0.013 Epoch 85 Batch 54/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.009 Epoch 85 Batch 55/269 - Train Accuracy: 0.973, Validation Accuracy: 0.973, Loss: 0.011 Epoch 85 Batch 56/269 - Train Accuracy: 0.967, Validation Accuracy: 0.974, Loss: 0.010 Epoch 85 Batch 57/269 - Train Accuracy: 0.973, Validation Accuracy: 0.974, Loss: 0.012 Epoch 85 Batch 58/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.011 Epoch 85 Batch 59/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 85 Batch 60/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 85 Batch 61/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 85 Batch 62/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 85 Batch 63/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.010 Epoch 85 Batch 64/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.006 Epoch 85 Batch 65/269 - Train Accuracy: 0.975, Validation Accuracy: 0.973, Loss: 0.012 Epoch 85 Batch 66/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.007 Epoch 85 Batch 67/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.008 Epoch 85 Batch 68/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 85 Batch 69/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 85 Batch 70/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 85 Batch 71/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.013 Epoch 85 Batch 72/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 85 Batch 73/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 85 Batch 74/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 85 Batch 75/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 85 Batch 76/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 85 Batch 77/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.012 Epoch 85 Batch 78/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.013 Epoch 85 Batch 79/269 - Train Accuracy: 0.961, Validation Accuracy: 0.968, Loss: 0.012 Epoch 85 Batch 80/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 85 Batch 81/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.012 Epoch 85 Batch 82/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 85 Batch 83/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 85 Batch 84/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 85 Batch 85/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 85 Batch 86/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 85 Batch 87/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.011 Epoch 85 Batch 88/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 85 Batch 89/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.012 Epoch 85 Batch 90/269 - Train Accuracy: 0.965, Validation Accuracy: 0.969, Loss: 0.007 Epoch 85 Batch 91/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 85 Batch 92/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 85 Batch 93/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 85 Batch 94/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.013 Epoch 85 Batch 95/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 85 Batch 96/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.012 Epoch 85 Batch 97/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 85 Batch 98/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.009 Epoch 85 Batch 99/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.006 Epoch 85 Batch 100/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.013 Epoch 85 Batch 101/269 - Train Accuracy: 0.969, Validation Accuracy: 0.972, Loss: 0.010 Epoch 85 Batch 102/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.008 Epoch 85 Batch 103/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 85 Batch 104/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 85 Batch 105/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 85 Batch 106/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.008 Epoch 85 Batch 107/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 85 Batch 108/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 85 Batch 109/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.011 Epoch 85 Batch 110/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 85 Batch 111/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 85 Batch 112/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.009 Epoch 85 Batch 113/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.010 Epoch 85 Batch 114/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 85 Batch 115/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 85 Batch 116/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 85 Batch 117/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 85 Batch 118/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 85 Batch 119/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 85 Batch 120/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 85 Batch 121/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 85 Batch 122/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 85 Batch 123/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.010 Epoch 85 Batch 124/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 85 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 85 Batch 126/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.012 Epoch 85 Batch 127/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 85 Batch 128/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.009 Epoch 85 Batch 129/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 85 Batch 130/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.011 Epoch 85 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 85 Batch 132/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.010 Epoch 85 Batch 133/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 85 Batch 134/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 85 Batch 135/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 85 Batch 136/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 85 Batch 137/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 85 Batch 138/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.007 Epoch 85 Batch 139/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.011 Epoch 85 Batch 140/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.010 Epoch 85 Batch 141/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 85 Batch 142/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 85 Batch 143/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 85 Batch 144/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 85 Batch 145/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.007 Epoch 85 Batch 146/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 85 Batch 147/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 85 Batch 148/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 85 Batch 149/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.012 Epoch 85 Batch 150/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 85 Batch 151/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.008 Epoch 85 Batch 152/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 85 Batch 153/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.013 Epoch 85 Batch 154/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 85 Batch 155/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 85 Batch 156/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 85 Batch 157/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 85 Batch 158/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 85 Batch 159/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 85 Batch 160/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 85 Batch 161/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 85 Batch 162/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 85 Batch 163/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.007 Epoch 85 Batch 164/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 85 Batch 165/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.011 Epoch 85 Batch 166/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 85 Batch 167/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.009 Epoch 85 Batch 168/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 85 Batch 169/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.011 Epoch 85 Batch 170/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 85 Batch 171/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 85 Batch 172/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.012 Epoch 85 Batch 173/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 85 Batch 174/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 85 Batch 175/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.013 Epoch 85 Batch 176/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 85 Batch 177/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 85 Batch 178/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 85 Batch 179/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.006 Epoch 85 Batch 180/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 85 Batch 181/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 85 Batch 182/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 85 Batch 183/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.007 Epoch 85 Batch 184/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 85 Batch 185/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 85 Batch 186/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 85 Batch 187/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 85 Batch 188/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 85 Batch 189/269 - Train Accuracy: 0.986, Validation Accuracy: 0.966, Loss: 0.005 Epoch 85 Batch 190/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 85 Batch 191/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.009 Epoch 85 Batch 192/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 85 Batch 193/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 85 Batch 194/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 85 Batch 195/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.008 Epoch 85 Batch 196/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.008 Epoch 85 Batch 197/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.009 Epoch 85 Batch 198/269 - Train Accuracy: 0.976, Validation Accuracy: 0.958, Loss: 0.009 Epoch 85 Batch 199/269 - Train Accuracy: 0.971, Validation Accuracy: 0.959, Loss: 0.009 Epoch 85 Batch 200/269 - Train Accuracy: 0.982, Validation Accuracy: 0.961, Loss: 0.010 Epoch 85 Batch 201/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 85 Batch 202/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 85 Batch 203/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 85 Batch 204/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.008 Epoch 85 Batch 205/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.006 Epoch 85 Batch 206/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.011 Epoch 85 Batch 207/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 85 Batch 208/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.012 Epoch 85 Batch 209/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.010 Epoch 85 Batch 210/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.008 Epoch 85 Batch 211/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.008 Epoch 85 Batch 212/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 85 Batch 213/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.008 Epoch 85 Batch 214/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 85 Batch 215/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.008 Epoch 85 Batch 216/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.013 Epoch 85 Batch 217/269 - Train Accuracy: 0.960, Validation Accuracy: 0.963, Loss: 0.011 Epoch 85 Batch 218/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.008 Epoch 85 Batch 219/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.009 Epoch 85 Batch 220/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 85 Batch 221/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 85 Batch 222/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.007 Epoch 85 Batch 223/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 85 Batch 224/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 85 Batch 225/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 85 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.009 Epoch 85 Batch 227/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 85 Batch 228/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.007 Epoch 85 Batch 229/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 85 Batch 230/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 85 Batch 231/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.010 Epoch 85 Batch 232/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 85 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.010 Epoch 85 Batch 234/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 85 Batch 235/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.006 Epoch 85 Batch 236/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 85 Batch 237/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 85 Batch 238/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 85 Batch 239/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.011 Epoch 85 Batch 240/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 85 Batch 241/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.011 Epoch 85 Batch 242/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 85 Batch 243/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.009 Epoch 85 Batch 244/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 85 Batch 245/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.008 Epoch 85 Batch 246/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 85 Batch 247/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.011 Epoch 85 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 85 Batch 249/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 85 Batch 250/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.011 Epoch 85 Batch 251/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 85 Batch 252/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 85 Batch 253/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 85 Batch 254/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 85 Batch 255/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 85 Batch 256/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 85 Batch 257/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 85 Batch 258/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 85 Batch 259/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 85 Batch 260/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 85 Batch 261/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 85 Batch 262/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 85 Batch 263/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 85 Batch 264/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.011 Epoch 85 Batch 265/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.009 Epoch 85 Batch 266/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.010 Epoch 85 Batch 267/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.009 Epoch 86 Batch 0/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 86 Batch 1/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.013 Epoch 86 Batch 2/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 86 Batch 3/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.009 Epoch 86 Batch 4/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.010 Epoch 86 Batch 5/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.008 Epoch 86 Batch 6/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 86 Batch 7/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 86 Batch 8/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 86 Batch 9/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 86 Batch 10/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 86 Batch 11/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 86 Batch 12/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 86 Batch 13/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 86 Batch 14/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 86 Batch 15/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 86 Batch 16/269 - Train Accuracy: 0.961, Validation Accuracy: 0.965, Loss: 0.013 Epoch 86 Batch 17/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 86 Batch 18/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 86 Batch 19/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 86 Batch 20/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 86 Batch 21/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 86 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 86 Batch 23/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.008 Epoch 86 Batch 24/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.010 Epoch 86 Batch 25/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.007 Epoch 86 Batch 26/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.010 Epoch 86 Batch 27/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.007 Epoch 86 Batch 28/269 - Train Accuracy: 0.968, Validation Accuracy: 0.972, Loss: 0.012 Epoch 86 Batch 29/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.012 Epoch 86 Batch 30/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.009 Epoch 86 Batch 31/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.008 Epoch 86 Batch 32/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.006 Epoch 86 Batch 33/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 86 Batch 34/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 86 Batch 35/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.013 Epoch 86 Batch 36/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.006 Epoch 86 Batch 37/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.008 Epoch 86 Batch 38/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 86 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 86 Batch 40/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 86 Batch 41/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 86 Batch 42/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 86 Batch 43/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 86 Batch 44/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.012 Epoch 86 Batch 45/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 86 Batch 46/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 86 Batch 47/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.008 Epoch 86 Batch 48/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 86 Batch 49/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 86 Batch 50/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.012 Epoch 86 Batch 51/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.010 Epoch 86 Batch 52/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 86 Batch 53/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 86 Batch 54/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.011 Epoch 86 Batch 55/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 86 Batch 56/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 86 Batch 57/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 86 Batch 58/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.011 Epoch 86 Batch 59/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 86 Batch 60/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 86 Batch 61/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 86 Batch 62/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 86 Batch 63/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.013 Epoch 86 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 86 Batch 65/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 86 Batch 66/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.012 Epoch 86 Batch 67/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 86 Batch 68/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.009 Epoch 86 Batch 69/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 86 Batch 70/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 86 Batch 71/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.013 Epoch 86 Batch 72/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 86 Batch 73/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 86 Batch 74/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 86 Batch 75/269 - Train Accuracy: 0.964, Validation Accuracy: 0.963, Loss: 0.010 Epoch 86 Batch 76/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 86 Batch 77/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.008 Epoch 86 Batch 78/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 86 Batch 79/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 86 Batch 80/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 86 Batch 81/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 86 Batch 82/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.006 Epoch 86 Batch 83/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.011 Epoch 86 Batch 84/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 86 Batch 85/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 86 Batch 86/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 86 Batch 87/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 86 Batch 88/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.008 Epoch 86 Batch 89/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.011 Epoch 86 Batch 90/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.008 Epoch 86 Batch 91/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.007 Epoch 86 Batch 92/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 86 Batch 93/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.006 Epoch 86 Batch 94/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 86 Batch 95/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 86 Batch 96/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.010 Epoch 86 Batch 97/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 86 Batch 98/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.010 Epoch 86 Batch 99/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 86 Batch 100/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 86 Batch 101/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.014 Epoch 86 Batch 102/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 86 Batch 103/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.012 Epoch 86 Batch 104/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 86 Batch 105/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 86 Batch 106/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.014 Epoch 86 Batch 107/269 - Train Accuracy: 0.965, Validation Accuracy: 0.963, Loss: 0.012 Epoch 86 Batch 108/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 86 Batch 109/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 86 Batch 110/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 86 Batch 111/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 86 Batch 112/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 86 Batch 113/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 86 Batch 114/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 86 Batch 115/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.015 Epoch 86 Batch 116/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 86 Batch 117/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 86 Batch 118/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 86 Batch 119/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 86 Batch 120/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 86 Batch 121/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 86 Batch 122/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 86 Batch 123/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.011 Epoch 86 Batch 124/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 86 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 86 Batch 126/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 86 Batch 127/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 86 Batch 128/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.010 Epoch 86 Batch 129/269 - Train Accuracy: 0.963, Validation Accuracy: 0.968, Loss: 0.009 Epoch 86 Batch 130/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.010 Epoch 86 Batch 131/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.011 Epoch 86 Batch 132/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.012 Epoch 86 Batch 133/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 86 Batch 134/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.010 Epoch 86 Batch 135/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 86 Batch 136/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 86 Batch 137/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 86 Batch 138/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 86 Batch 139/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.010 Epoch 86 Batch 140/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 86 Batch 141/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.008 Epoch 86 Batch 142/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.009 Epoch 86 Batch 143/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.012 Epoch 86 Batch 144/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 86 Batch 145/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.005 Epoch 86 Batch 146/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.007 Epoch 86 Batch 147/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 86 Batch 148/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 86 Batch 149/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.008 Epoch 86 Batch 150/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 86 Batch 151/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.009 Epoch 86 Batch 152/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 86 Batch 153/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 86 Batch 154/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 86 Batch 155/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.010 Epoch 86 Batch 156/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 86 Batch 157/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 86 Batch 158/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 86 Batch 159/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 86 Batch 160/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 86 Batch 161/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 86 Batch 162/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.006 Epoch 86 Batch 163/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.008 Epoch 86 Batch 164/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 86 Batch 165/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.011 Epoch 86 Batch 166/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.007 Epoch 86 Batch 167/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 86 Batch 168/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 86 Batch 169/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 86 Batch 170/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 86 Batch 171/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.012 Epoch 86 Batch 172/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 86 Batch 173/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.011 Epoch 86 Batch 174/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 86 Batch 175/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 86 Batch 176/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.011 Epoch 86 Batch 177/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 86 Batch 178/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 86 Batch 179/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 86 Batch 180/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 86 Batch 181/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.011 Epoch 86 Batch 182/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 86 Batch 183/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.006 Epoch 86 Batch 184/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.013 Epoch 86 Batch 185/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 86 Batch 186/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 86 Batch 187/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 86 Batch 188/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.008 Epoch 86 Batch 189/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.007 Epoch 86 Batch 190/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 86 Batch 191/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 86 Batch 192/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 86 Batch 193/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 86 Batch 194/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 86 Batch 195/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.007 Epoch 86 Batch 196/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 86 Batch 197/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 86 Batch 198/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 86 Batch 199/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 86 Batch 200/269 - Train Accuracy: 0.981, Validation Accuracy: 0.961, Loss: 0.007 Epoch 86 Batch 201/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 86 Batch 202/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.009 Epoch 86 Batch 203/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.011 Epoch 86 Batch 204/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 86 Batch 205/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.006 Epoch 86 Batch 206/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 86 Batch 207/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 86 Batch 208/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 86 Batch 209/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 86 Batch 210/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 86 Batch 211/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.012 Epoch 86 Batch 212/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 86 Batch 213/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 86 Batch 214/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 86 Batch 215/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.009 Epoch 86 Batch 216/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 86 Batch 217/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.011 Epoch 86 Batch 218/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 86 Batch 219/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.009 Epoch 86 Batch 220/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 86 Batch 221/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 86 Batch 222/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 86 Batch 223/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 86 Batch 224/269 - Train Accuracy: 0.966, Validation Accuracy: 0.960, Loss: 0.013 Epoch 86 Batch 225/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.008 Epoch 86 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.959, Loss: 0.009 Epoch 86 Batch 227/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.011 Epoch 86 Batch 228/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.007 Epoch 86 Batch 229/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.009 Epoch 86 Batch 230/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.007 Epoch 86 Batch 231/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.008 Epoch 86 Batch 232/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.013 Epoch 86 Batch 233/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.010 Epoch 86 Batch 234/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 86 Batch 235/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 86 Batch 236/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 86 Batch 237/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.013 Epoch 86 Batch 238/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 86 Batch 239/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 86 Batch 240/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 86 Batch 241/269 - Train Accuracy: 0.962, Validation Accuracy: 0.968, Loss: 0.012 Epoch 86 Batch 242/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 86 Batch 243/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.007 Epoch 86 Batch 244/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 86 Batch 245/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.013 Epoch 86 Batch 246/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.012 Epoch 86 Batch 247/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 86 Batch 248/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 86 Batch 249/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.014 Epoch 86 Batch 250/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.012 Epoch 86 Batch 251/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 86 Batch 252/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 86 Batch 253/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 86 Batch 254/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 86 Batch 255/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.010 Epoch 86 Batch 256/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 86 Batch 257/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.012 Epoch 86 Batch 258/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 86 Batch 259/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 86 Batch 260/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.010 Epoch 86 Batch 261/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 86 Batch 262/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.013 Epoch 86 Batch 263/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.009 Epoch 86 Batch 264/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 86 Batch 265/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 86 Batch 266/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 86 Batch 267/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 87 Batch 0/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.009 Epoch 87 Batch 1/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.010 Epoch 87 Batch 2/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.009 Epoch 87 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.007 Epoch 87 Batch 4/269 - Train Accuracy: 0.970, Validation Accuracy: 0.972, Loss: 0.010 Epoch 87 Batch 5/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.013 Epoch 87 Batch 6/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.008 Epoch 87 Batch 7/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.007 Epoch 87 Batch 8/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.009 Epoch 87 Batch 9/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 87 Batch 10/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 87 Batch 11/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.010 Epoch 87 Batch 12/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.012 Epoch 87 Batch 13/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.007 Epoch 87 Batch 14/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 87 Batch 15/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 87 Batch 16/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 87 Batch 17/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.009 Epoch 87 Batch 18/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.011 Epoch 87 Batch 19/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.008 Epoch 87 Batch 20/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.008 Epoch 87 Batch 21/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.008 Epoch 87 Batch 22/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 87 Batch 23/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 87 Batch 24/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 87 Batch 25/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 87 Batch 26/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 87 Batch 27/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.006 Epoch 87 Batch 28/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 87 Batch 29/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 87 Batch 30/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 87 Batch 31/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 87 Batch 32/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 87 Batch 33/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 87 Batch 34/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 87 Batch 35/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 87 Batch 36/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 87 Batch 37/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 87 Batch 38/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 87 Batch 39/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.006 Epoch 87 Batch 40/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 87 Batch 41/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.009 Epoch 87 Batch 42/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.007 Epoch 87 Batch 43/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.009 Epoch 87 Batch 44/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.011 Epoch 87 Batch 45/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.010 Epoch 87 Batch 46/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 87 Batch 47/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 87 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 87 Batch 49/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 87 Batch 50/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.011 Epoch 87 Batch 51/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 87 Batch 52/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 87 Batch 53/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 87 Batch 54/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 87 Batch 55/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 87 Batch 56/269 - Train Accuracy: 0.963, Validation Accuracy: 0.968, Loss: 0.008 Epoch 87 Batch 57/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.011 Epoch 87 Batch 58/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 87 Batch 59/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 87 Batch 60/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.008 Epoch 87 Batch 61/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 87 Batch 62/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 87 Batch 63/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 87 Batch 64/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.006 Epoch 87 Batch 65/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 87 Batch 66/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 87 Batch 67/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.006 Epoch 87 Batch 68/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.013 Epoch 87 Batch 69/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.012 Epoch 87 Batch 70/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.007 Epoch 87 Batch 71/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.012 Epoch 87 Batch 72/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.009 Epoch 87 Batch 73/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 87 Batch 74/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 87 Batch 75/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 87 Batch 76/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 87 Batch 77/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.009 Epoch 87 Batch 78/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 87 Batch 79/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.008 Epoch 87 Batch 80/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 87 Batch 81/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.009 Epoch 87 Batch 82/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 87 Batch 83/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.010 Epoch 87 Batch 84/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 87 Batch 85/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 87 Batch 86/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.007 Epoch 87 Batch 87/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 87 Batch 88/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 87 Batch 89/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.010 Epoch 87 Batch 90/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.007 Epoch 87 Batch 91/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 87 Batch 92/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 87 Batch 93/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 87 Batch 94/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.013 Epoch 87 Batch 95/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 87 Batch 96/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 87 Batch 97/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 87 Batch 98/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 87 Batch 99/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 87 Batch 100/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 87 Batch 101/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 87 Batch 102/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.005 Epoch 87 Batch 103/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 87 Batch 104/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.013 Epoch 87 Batch 105/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 87 Batch 106/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 87 Batch 107/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 87 Batch 108/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 87 Batch 109/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.012 Epoch 87 Batch 110/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 87 Batch 111/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 87 Batch 112/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 87 Batch 113/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 87 Batch 114/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.012 Epoch 87 Batch 115/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 87 Batch 116/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.007 Epoch 87 Batch 117/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 87 Batch 118/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 87 Batch 119/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 87 Batch 120/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 87 Batch 121/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 87 Batch 122/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 87 Batch 123/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.008 Epoch 87 Batch 124/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 87 Batch 125/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 87 Batch 126/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 87 Batch 127/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 87 Batch 128/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 87 Batch 129/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.012 Epoch 87 Batch 130/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 87 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.011 Epoch 87 Batch 132/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 87 Batch 133/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 87 Batch 134/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 87 Batch 135/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.006 Epoch 87 Batch 136/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 87 Batch 137/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.007 Epoch 87 Batch 138/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.006 Epoch 87 Batch 139/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.009 Epoch 87 Batch 140/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.008 Epoch 87 Batch 141/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 87 Batch 142/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 87 Batch 143/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 87 Batch 144/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 87 Batch 145/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.005 Epoch 87 Batch 146/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 87 Batch 147/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 87 Batch 148/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 87 Batch 149/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 87 Batch 150/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 87 Batch 151/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 87 Batch 152/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 87 Batch 153/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 87 Batch 154/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 87 Batch 155/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 87 Batch 156/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.008 Epoch 87 Batch 157/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 87 Batch 158/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 87 Batch 159/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 87 Batch 160/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 87 Batch 161/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 87 Batch 162/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.008 Epoch 87 Batch 163/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.006 Epoch 87 Batch 164/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 87 Batch 165/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 87 Batch 166/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 87 Batch 167/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 87 Batch 168/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 87 Batch 169/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 87 Batch 170/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 87 Batch 171/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 87 Batch 172/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 87 Batch 173/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 87 Batch 174/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 87 Batch 175/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 87 Batch 176/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.008 Epoch 87 Batch 177/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.009 Epoch 87 Batch 178/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.010 Epoch 87 Batch 179/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.009 Epoch 87 Batch 180/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.006 Epoch 87 Batch 181/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.012 Epoch 87 Batch 182/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.008 Epoch 87 Batch 183/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.007 Epoch 87 Batch 184/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.008 Epoch 87 Batch 185/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.009 Epoch 87 Batch 186/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 87 Batch 187/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.009 Epoch 87 Batch 188/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.009 Epoch 87 Batch 189/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.008 Epoch 87 Batch 190/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 87 Batch 191/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.008 Epoch 87 Batch 192/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.010 Epoch 87 Batch 193/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 87 Batch 194/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 87 Batch 195/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 87 Batch 196/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 87 Batch 197/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 87 Batch 198/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 87 Batch 199/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.013 Epoch 87 Batch 200/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.006 Epoch 87 Batch 201/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 87 Batch 202/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.011 Epoch 87 Batch 203/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.010 Epoch 87 Batch 204/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.009 Epoch 87 Batch 205/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 87 Batch 206/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 87 Batch 207/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 87 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 87 Batch 209/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 87 Batch 210/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 87 Batch 211/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 87 Batch 212/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 87 Batch 213/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 87 Batch 214/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.011 Epoch 87 Batch 215/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 87 Batch 216/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 87 Batch 217/269 - Train Accuracy: 0.961, Validation Accuracy: 0.969, Loss: 0.013 Epoch 87 Batch 218/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 87 Batch 219/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.008 Epoch 87 Batch 220/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.010 Epoch 87 Batch 221/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.010 Epoch 87 Batch 222/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 87 Batch 223/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 87 Batch 224/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.016 Epoch 87 Batch 225/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.010 Epoch 87 Batch 226/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 87 Batch 227/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 87 Batch 228/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 87 Batch 229/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 87 Batch 230/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 87 Batch 231/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 87 Batch 232/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.007 Epoch 87 Batch 233/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.011 Epoch 87 Batch 234/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 87 Batch 235/269 - Train Accuracy: 0.983, Validation Accuracy: 0.970, Loss: 0.005 Epoch 87 Batch 236/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.009 Epoch 87 Batch 237/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 87 Batch 238/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.009 Epoch 87 Batch 239/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 87 Batch 240/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 87 Batch 241/269 - Train Accuracy: 0.959, Validation Accuracy: 0.968, Loss: 0.012 Epoch 87 Batch 242/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 87 Batch 243/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.007 Epoch 87 Batch 244/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.006 Epoch 87 Batch 245/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 87 Batch 246/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 87 Batch 247/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 87 Batch 248/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 87 Batch 249/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.013 Epoch 87 Batch 250/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 87 Batch 251/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 87 Batch 252/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 87 Batch 253/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 87 Batch 254/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 87 Batch 255/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 87 Batch 256/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 87 Batch 257/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.009 Epoch 87 Batch 258/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.007 Epoch 87 Batch 259/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.009 Epoch 87 Batch 260/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 87 Batch 261/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.010 Epoch 87 Batch 262/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 87 Batch 263/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 87 Batch 264/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 87 Batch 265/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 87 Batch 266/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.007 Epoch 87 Batch 267/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.011 Epoch 88 Batch 0/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.010 Epoch 88 Batch 1/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 88 Batch 2/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 88 Batch 3/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.007 Epoch 88 Batch 4/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 88 Batch 5/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 88 Batch 6/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.007 Epoch 88 Batch 7/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 88 Batch 8/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.012 Epoch 88 Batch 9/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 88 Batch 10/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 88 Batch 11/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.012 Epoch 88 Batch 12/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.011 Epoch 88 Batch 13/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.006 Epoch 88 Batch 14/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 88 Batch 15/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.006 Epoch 88 Batch 16/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.011 Epoch 88 Batch 17/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 88 Batch 18/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.009 Epoch 88 Batch 19/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 88 Batch 20/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 88 Batch 21/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.010 Epoch 88 Batch 22/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.009 Epoch 88 Batch 23/269 - Train Accuracy: 0.970, Validation Accuracy: 0.972, Loss: 0.010 Epoch 88 Batch 24/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.010 Epoch 88 Batch 25/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 88 Batch 26/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 88 Batch 27/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 88 Batch 28/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 88 Batch 29/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.012 Epoch 88 Batch 30/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.010 Epoch 88 Batch 31/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 88 Batch 32/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.005 Epoch 88 Batch 33/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 88 Batch 34/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 88 Batch 35/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.012 Epoch 88 Batch 36/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.012 Epoch 88 Batch 37/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 88 Batch 38/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 88 Batch 39/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 88 Batch 40/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.011 Epoch 88 Batch 41/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 88 Batch 42/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.010 Epoch 88 Batch 43/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 88 Batch 44/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 88 Batch 45/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 88 Batch 46/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.008 Epoch 88 Batch 47/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 88 Batch 48/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 88 Batch 49/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.007 Epoch 88 Batch 50/269 - Train Accuracy: 0.966, Validation Accuracy: 0.970, Loss: 0.010 Epoch 88 Batch 51/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.008 Epoch 88 Batch 52/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.006 Epoch 88 Batch 53/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.006 Epoch 88 Batch 54/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.008 Epoch 88 Batch 55/269 - Train Accuracy: 0.976, Validation Accuracy: 0.973, Loss: 0.007 Epoch 88 Batch 56/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.011 Epoch 88 Batch 57/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.012 Epoch 88 Batch 58/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.009 Epoch 88 Batch 59/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.006 Epoch 88 Batch 60/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 88 Batch 61/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 88 Batch 62/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.010 Epoch 88 Batch 63/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 88 Batch 64/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 88 Batch 65/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 88 Batch 66/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 88 Batch 67/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 88 Batch 68/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 88 Batch 69/269 - Train Accuracy: 0.966, Validation Accuracy: 0.967, Loss: 0.013 Epoch 88 Batch 70/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 88 Batch 71/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.008 Epoch 88 Batch 72/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 88 Batch 73/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 88 Batch 74/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 88 Batch 75/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.009 Epoch 88 Batch 76/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 88 Batch 77/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 88 Batch 78/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 88 Batch 79/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.009 Epoch 88 Batch 80/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 88 Batch 81/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 88 Batch 82/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 88 Batch 83/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 88 Batch 84/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.008 Epoch 88 Batch 85/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 88 Batch 86/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 88 Batch 87/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 88 Batch 88/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 88 Batch 89/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.007 Epoch 88 Batch 90/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.007 Epoch 88 Batch 91/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.007 Epoch 88 Batch 92/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 88 Batch 93/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 88 Batch 94/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 88 Batch 95/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 88 Batch 96/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 88 Batch 97/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 88 Batch 98/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 88 Batch 99/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 88 Batch 100/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.009 Epoch 88 Batch 101/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 88 Batch 102/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 88 Batch 103/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.008 Epoch 88 Batch 104/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.007 Epoch 88 Batch 105/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.007 Epoch 88 Batch 106/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.007 Epoch 88 Batch 107/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.008 Epoch 88 Batch 108/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.006 Epoch 88 Batch 109/269 - Train Accuracy: 0.965, Validation Accuracy: 0.970, Loss: 0.009 Epoch 88 Batch 110/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 88 Batch 111/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 88 Batch 112/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.009 Epoch 88 Batch 113/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.008 Epoch 88 Batch 114/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 88 Batch 115/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 88 Batch 116/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 88 Batch 117/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 88 Batch 118/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.007 Epoch 88 Batch 119/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.008 Epoch 88 Batch 120/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 88 Batch 121/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 88 Batch 122/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 88 Batch 123/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 88 Batch 124/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.007 Epoch 88 Batch 125/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 88 Batch 126/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.011 Epoch 88 Batch 127/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 88 Batch 128/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 88 Batch 129/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.006 Epoch 88 Batch 130/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.011 Epoch 88 Batch 131/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 88 Batch 132/269 - Train Accuracy: 0.964, Validation Accuracy: 0.968, Loss: 0.011 Epoch 88 Batch 133/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 88 Batch 134/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.006 Epoch 88 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.005 Epoch 88 Batch 136/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.005 Epoch 88 Batch 137/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 88 Batch 138/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 88 Batch 139/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 88 Batch 140/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 88 Batch 141/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 88 Batch 142/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 88 Batch 143/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 88 Batch 144/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 88 Batch 145/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 88 Batch 146/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 88 Batch 147/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.008 Epoch 88 Batch 148/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 88 Batch 149/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 88 Batch 150/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 88 Batch 151/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 88 Batch 152/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 88 Batch 153/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 88 Batch 154/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 88 Batch 155/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.006 Epoch 88 Batch 156/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 88 Batch 157/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 88 Batch 158/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.008 Epoch 88 Batch 159/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 88 Batch 160/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 88 Batch 161/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 88 Batch 162/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.005 Epoch 88 Batch 163/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.006 Epoch 88 Batch 164/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 88 Batch 165/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 88 Batch 166/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.006 Epoch 88 Batch 167/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 88 Batch 168/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 88 Batch 169/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 88 Batch 170/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 88 Batch 171/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.014 Epoch 88 Batch 172/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 88 Batch 173/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 88 Batch 174/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 88 Batch 175/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.011 Epoch 88 Batch 176/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 88 Batch 177/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 88 Batch 178/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 88 Batch 179/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.007 Epoch 88 Batch 180/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 88 Batch 181/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 88 Batch 182/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.009 Epoch 88 Batch 183/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.005 Epoch 88 Batch 184/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.010 Epoch 88 Batch 185/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.011 Epoch 88 Batch 186/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.005 Epoch 88 Batch 187/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 88 Batch 188/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.005 Epoch 88 Batch 189/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.008 Epoch 88 Batch 190/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 88 Batch 191/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 88 Batch 192/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 88 Batch 193/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.005 Epoch 88 Batch 194/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 88 Batch 195/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.005 Epoch 88 Batch 196/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.006 Epoch 88 Batch 197/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 88 Batch 198/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.009 Epoch 88 Batch 199/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.007 Epoch 88 Batch 200/269 - Train Accuracy: 0.983, Validation Accuracy: 0.962, Loss: 0.005 Epoch 88 Batch 201/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.006 Epoch 88 Batch 202/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 88 Batch 203/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 88 Batch 204/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.007 Epoch 88 Batch 205/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.007 Epoch 88 Batch 206/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.008 Epoch 88 Batch 207/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.007 Epoch 88 Batch 208/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 88 Batch 209/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.009 Epoch 88 Batch 210/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.006 Epoch 88 Batch 211/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.014 Epoch 88 Batch 212/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.008 Epoch 88 Batch 213/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.006 Epoch 88 Batch 214/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.008 Epoch 88 Batch 215/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.009 Epoch 88 Batch 216/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.009 Epoch 88 Batch 217/269 - Train Accuracy: 0.960, Validation Accuracy: 0.962, Loss: 0.013 Epoch 88 Batch 218/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.006 Epoch 88 Batch 219/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.006 Epoch 88 Batch 220/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 88 Batch 221/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 88 Batch 222/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 88 Batch 223/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 88 Batch 224/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.009 Epoch 88 Batch 225/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 88 Batch 226/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 88 Batch 227/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 88 Batch 228/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.006 Epoch 88 Batch 229/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.006 Epoch 88 Batch 230/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.006 Epoch 88 Batch 231/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.008 Epoch 88 Batch 232/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 88 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 88 Batch 234/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 88 Batch 235/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.005 Epoch 88 Batch 236/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 88 Batch 237/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 88 Batch 238/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 88 Batch 239/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.009 Epoch 88 Batch 240/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 88 Batch 241/269 - Train Accuracy: 0.962, Validation Accuracy: 0.963, Loss: 0.011 Epoch 88 Batch 242/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.008 Epoch 88 Batch 243/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.006 Epoch 88 Batch 244/269 - Train Accuracy: 0.966, Validation Accuracy: 0.964, Loss: 0.007 Epoch 88 Batch 245/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 88 Batch 246/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.009 Epoch 88 Batch 247/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.007 Epoch 88 Batch 248/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.007 Epoch 88 Batch 249/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 88 Batch 250/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 88 Batch 251/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 88 Batch 252/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 88 Batch 253/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 88 Batch 254/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 88 Batch 255/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 88 Batch 256/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 88 Batch 257/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 88 Batch 258/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 88 Batch 259/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 88 Batch 260/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 88 Batch 261/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.006 Epoch 88 Batch 262/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 88 Batch 263/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 88 Batch 264/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 88 Batch 265/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 88 Batch 266/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 88 Batch 267/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 89 Batch 0/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 89 Batch 1/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.009 Epoch 89 Batch 2/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 89 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.007 Epoch 89 Batch 4/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 89 Batch 5/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 89 Batch 6/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.007 Epoch 89 Batch 7/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 89 Batch 8/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 89 Batch 9/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 89 Batch 10/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 89 Batch 11/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 89 Batch 12/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 89 Batch 13/269 - Train Accuracy: 0.983, Validation Accuracy: 0.963, Loss: 0.004 Epoch 89 Batch 14/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 89 Batch 15/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.004 Epoch 89 Batch 16/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 89 Batch 17/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 89 Batch 18/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.009 Epoch 89 Batch 19/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 89 Batch 20/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.010 Epoch 89 Batch 21/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 89 Batch 22/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 89 Batch 23/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 89 Batch 24/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 89 Batch 25/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 89 Batch 26/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.005 Epoch 89 Batch 27/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 89 Batch 28/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.006 Epoch 89 Batch 29/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.010 Epoch 89 Batch 30/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.007 Epoch 89 Batch 31/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 89 Batch 32/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 89 Batch 33/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 89 Batch 34/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.010 Epoch 89 Batch 35/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.010 Epoch 89 Batch 36/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.007 Epoch 89 Batch 37/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.008 Epoch 89 Batch 38/269 - Train Accuracy: 0.970, Validation Accuracy: 0.973, Loss: 0.009 Epoch 89 Batch 39/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 89 Batch 40/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 89 Batch 41/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.009 Epoch 89 Batch 42/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.009 Epoch 89 Batch 43/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.011 Epoch 89 Batch 44/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.010 Epoch 89 Batch 45/269 - Train Accuracy: 0.963, Validation Accuracy: 0.971, Loss: 0.011 Epoch 89 Batch 46/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.006 Epoch 89 Batch 47/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.006 Epoch 89 Batch 48/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.008 Epoch 89 Batch 49/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.007 Epoch 89 Batch 50/269 - Train Accuracy: 0.969, Validation Accuracy: 0.972, Loss: 0.009 Epoch 89 Batch 51/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.009 Epoch 89 Batch 52/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.010 Epoch 89 Batch 53/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.011 Epoch 89 Batch 54/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.007 Epoch 89 Batch 55/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.008 Epoch 89 Batch 56/269 - Train Accuracy: 0.971, Validation Accuracy: 0.974, Loss: 0.013 Epoch 89 Batch 57/269 - Train Accuracy: 0.973, Validation Accuracy: 0.973, Loss: 0.012 Epoch 89 Batch 58/269 - Train Accuracy: 0.974, Validation Accuracy: 0.973, Loss: 0.008 Epoch 89 Batch 59/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.005 Epoch 89 Batch 60/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.011 Epoch 89 Batch 61/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 89 Batch 62/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 89 Batch 63/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.009 Epoch 89 Batch 64/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.006 Epoch 89 Batch 65/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.007 Epoch 89 Batch 66/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.010 Epoch 89 Batch 67/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.008 Epoch 89 Batch 68/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.009 Epoch 89 Batch 69/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.012 Epoch 89 Batch 70/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.008 Epoch 89 Batch 71/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.010 Epoch 89 Batch 72/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.008 Epoch 89 Batch 73/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 89 Batch 74/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 89 Batch 75/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.006 Epoch 89 Batch 76/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 89 Batch 77/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 89 Batch 78/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 89 Batch 79/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.007 Epoch 89 Batch 80/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 89 Batch 81/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 89 Batch 82/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.006 Epoch 89 Batch 83/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.011 Epoch 89 Batch 84/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 89 Batch 85/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 89 Batch 86/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 89 Batch 87/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 89 Batch 88/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 89 Batch 89/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 89 Batch 90/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.009 Epoch 89 Batch 91/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 89 Batch 92/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 89 Batch 93/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 89 Batch 94/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 89 Batch 95/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 89 Batch 96/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 89 Batch 97/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.007 Epoch 89 Batch 98/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 89 Batch 99/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 89 Batch 100/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 89 Batch 101/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.014 Epoch 89 Batch 102/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.006 Epoch 89 Batch 103/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.007 Epoch 89 Batch 104/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 89 Batch 105/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.006 Epoch 89 Batch 106/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.008 Epoch 89 Batch 107/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.007 Epoch 89 Batch 108/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.006 Epoch 89 Batch 109/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.008 Epoch 89 Batch 110/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.006 Epoch 89 Batch 111/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.008 Epoch 89 Batch 112/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 89 Batch 113/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 89 Batch 114/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 89 Batch 115/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 89 Batch 116/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 89 Batch 117/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.005 Epoch 89 Batch 118/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 89 Batch 119/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.009 Epoch 89 Batch 120/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 89 Batch 121/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.006 Epoch 89 Batch 122/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 89 Batch 123/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.006 Epoch 89 Batch 124/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 89 Batch 125/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.006 Epoch 89 Batch 126/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.005 Epoch 89 Batch 127/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.005 Epoch 89 Batch 128/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.006 Epoch 89 Batch 129/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.008 Epoch 89 Batch 130/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.011 Epoch 89 Batch 131/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.008 Epoch 89 Batch 132/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.008 Epoch 89 Batch 133/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.007 Epoch 89 Batch 134/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.007 Epoch 89 Batch 135/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.005 Epoch 89 Batch 136/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.006 Epoch 89 Batch 137/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.007 Epoch 89 Batch 138/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.008 Epoch 89 Batch 139/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 89 Batch 140/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 89 Batch 141/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.009 Epoch 89 Batch 142/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 89 Batch 143/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.008 Epoch 89 Batch 144/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.005 Epoch 89 Batch 145/269 - Train Accuracy: 0.984, Validation Accuracy: 0.969, Loss: 0.003 Epoch 89 Batch 146/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.005 Epoch 89 Batch 147/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 89 Batch 148/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 89 Batch 149/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 89 Batch 150/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 89 Batch 151/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 89 Batch 152/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.007 Epoch 89 Batch 153/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 89 Batch 154/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 89 Batch 155/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 89 Batch 156/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 89 Batch 157/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 89 Batch 158/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.006 Epoch 89 Batch 159/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 89 Batch 160/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 89 Batch 161/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 89 Batch 162/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 89 Batch 163/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.006 Epoch 89 Batch 164/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.006 Epoch 89 Batch 165/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 89 Batch 166/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 89 Batch 167/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 89 Batch 168/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 89 Batch 169/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 89 Batch 170/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 89 Batch 171/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 89 Batch 172/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.008 Epoch 89 Batch 173/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.007 Epoch 89 Batch 174/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 89 Batch 175/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 89 Batch 176/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 89 Batch 177/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 89 Batch 178/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 89 Batch 179/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.006 Epoch 89 Batch 180/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 89 Batch 181/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 89 Batch 182/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 89 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 89 Batch 184/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 89 Batch 185/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 89 Batch 186/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.005 Epoch 89 Batch 187/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 89 Batch 188/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 89 Batch 189/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.005 Epoch 89 Batch 190/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.006 Epoch 89 Batch 191/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 89 Batch 192/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.005 Epoch 89 Batch 193/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.006 Epoch 89 Batch 194/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 89 Batch 195/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 89 Batch 196/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 89 Batch 197/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 89 Batch 198/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 89 Batch 199/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 89 Batch 200/269 - Train Accuracy: 0.986, Validation Accuracy: 0.965, Loss: 0.005 Epoch 89 Batch 201/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.006 Epoch 89 Batch 202/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.008 Epoch 89 Batch 203/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 89 Batch 204/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 89 Batch 205/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 89 Batch 206/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 89 Batch 207/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.006 Epoch 89 Batch 208/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.008 Epoch 89 Batch 209/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 89 Batch 210/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.006 Epoch 89 Batch 211/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 89 Batch 212/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 89 Batch 213/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.006 Epoch 89 Batch 214/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 89 Batch 215/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 89 Batch 216/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.011 Epoch 89 Batch 217/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.008 Epoch 89 Batch 218/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 89 Batch 219/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 89 Batch 220/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 89 Batch 221/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 89 Batch 222/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 89 Batch 223/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 89 Batch 224/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.009 Epoch 89 Batch 225/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.005 Epoch 89 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 89 Batch 227/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 89 Batch 228/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.005 Epoch 89 Batch 229/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 89 Batch 230/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.005 Epoch 89 Batch 231/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.009 Epoch 89 Batch 232/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.008 Epoch 89 Batch 233/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.007 Epoch 89 Batch 234/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.005 Epoch 89 Batch 235/269 - Train Accuracy: 0.983, Validation Accuracy: 0.972, Loss: 0.004 Epoch 89 Batch 236/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.005 Epoch 89 Batch 237/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 89 Batch 238/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.010 Epoch 89 Batch 239/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.010 Epoch 89 Batch 240/269 - Train Accuracy: 0.976, Validation Accuracy: 0.973, Loss: 0.007 Epoch 89 Batch 241/269 - Train Accuracy: 0.968, Validation Accuracy: 0.973, Loss: 0.008 Epoch 89 Batch 242/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.008 Epoch 89 Batch 243/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.005 Epoch 89 Batch 244/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 89 Batch 245/269 - Train Accuracy: 0.967, Validation Accuracy: 0.971, Loss: 0.007 Epoch 89 Batch 246/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.010 Epoch 89 Batch 247/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.009 Epoch 89 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.974, Loss: 0.007 Epoch 89 Batch 249/269 - Train Accuracy: 0.977, Validation Accuracy: 0.974, Loss: 0.007 Epoch 89 Batch 250/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.007 Epoch 89 Batch 251/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.009 Epoch 89 Batch 252/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.005 Epoch 89 Batch 253/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.009 Epoch 89 Batch 254/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 89 Batch 255/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.009 Epoch 89 Batch 256/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 89 Batch 257/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 89 Batch 258/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 89 Batch 259/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 89 Batch 260/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 89 Batch 261/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 89 Batch 262/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 89 Batch 263/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.011 Epoch 89 Batch 264/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.008 Epoch 89 Batch 265/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.010 Epoch 89 Batch 266/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.007 Epoch 89 Batch 267/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 90 Batch 0/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.006 Epoch 90 Batch 1/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 90 Batch 2/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 90 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.005 Epoch 90 Batch 4/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 90 Batch 5/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 90 Batch 6/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 90 Batch 7/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 90 Batch 8/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.011 Epoch 90 Batch 9/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 90 Batch 10/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 90 Batch 11/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 90 Batch 12/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.008 Epoch 90 Batch 13/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.007 Epoch 90 Batch 14/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.010 Epoch 90 Batch 15/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 90 Batch 16/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.011 Epoch 90 Batch 17/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 90 Batch 18/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.007 Epoch 90 Batch 19/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 90 Batch 20/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.006 Epoch 90 Batch 21/269 - Train Accuracy: 0.963, Validation Accuracy: 0.971, Loss: 0.008 Epoch 90 Batch 22/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.006 Epoch 90 Batch 23/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.008 Epoch 90 Batch 24/269 - Train Accuracy: 0.975, Validation Accuracy: 0.973, Loss: 0.008 Epoch 90 Batch 25/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.008 Epoch 90 Batch 26/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.006 Epoch 90 Batch 27/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.005 Epoch 90 Batch 28/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 90 Batch 29/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 90 Batch 30/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 90 Batch 31/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 90 Batch 32/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.005 Epoch 90 Batch 33/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 90 Batch 34/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 90 Batch 35/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.011 Epoch 90 Batch 36/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.005 Epoch 90 Batch 37/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.008 Epoch 90 Batch 38/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.009 Epoch 90 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.007 Epoch 90 Batch 40/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.008 Epoch 90 Batch 41/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.010 Epoch 90 Batch 42/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.008 Epoch 90 Batch 43/269 - Train Accuracy: 0.976, Validation Accuracy: 0.973, Loss: 0.007 Epoch 90 Batch 44/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.008 Epoch 90 Batch 45/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.009 Epoch 90 Batch 46/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.008 Epoch 90 Batch 47/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.006 Epoch 90 Batch 48/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.007 Epoch 90 Batch 49/269 - Train Accuracy: 0.970, Validation Accuracy: 0.973, Loss: 0.009 Epoch 90 Batch 50/269 - Train Accuracy: 0.972, Validation Accuracy: 0.974, Loss: 0.010 Epoch 90 Batch 51/269 - Train Accuracy: 0.971, Validation Accuracy: 0.974, Loss: 0.009 Epoch 90 Batch 52/269 - Train Accuracy: 0.973, Validation Accuracy: 0.974, Loss: 0.005 Epoch 90 Batch 53/269 - Train Accuracy: 0.979, Validation Accuracy: 0.974, Loss: 0.007 Epoch 90 Batch 54/269 - Train Accuracy: 0.975, Validation Accuracy: 0.975, Loss: 0.009 Epoch 90 Batch 55/269 - Train Accuracy: 0.975, Validation Accuracy: 0.975, Loss: 0.008 Epoch 90 Batch 56/269 - Train Accuracy: 0.974, Validation Accuracy: 0.977, Loss: 0.008 Epoch 90 Batch 57/269 - Train Accuracy: 0.971, Validation Accuracy: 0.977, Loss: 0.011 Epoch 90 Batch 58/269 - Train Accuracy: 0.974, Validation Accuracy: 0.977, Loss: 0.010 Epoch 90 Batch 59/269 - Train Accuracy: 0.976, Validation Accuracy: 0.975, Loss: 0.006 Epoch 90 Batch 60/269 - Train Accuracy: 0.973, Validation Accuracy: 0.975, Loss: 0.009 Epoch 90 Batch 61/269 - Train Accuracy: 0.968, Validation Accuracy: 0.974, Loss: 0.009 Epoch 90 Batch 62/269 - Train Accuracy: 0.976, Validation Accuracy: 0.975, Loss: 0.006 Epoch 90 Batch 63/269 - Train Accuracy: 0.977, Validation Accuracy: 0.975, Loss: 0.008 Epoch 90 Batch 64/269 - Train Accuracy: 0.976, Validation Accuracy: 0.973, Loss: 0.005 Epoch 90 Batch 65/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.009 Epoch 90 Batch 66/269 - Train Accuracy: 0.976, Validation Accuracy: 0.973, Loss: 0.009 Epoch 90 Batch 67/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.009 Epoch 90 Batch 68/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.010 Epoch 90 Batch 69/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.012 Epoch 90 Batch 70/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.006 Epoch 90 Batch 71/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 90 Batch 72/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 90 Batch 73/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 90 Batch 74/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 90 Batch 75/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 90 Batch 76/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 90 Batch 77/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.006 Epoch 90 Batch 78/269 - Train Accuracy: 0.969, Validation Accuracy: 0.957, Loss: 0.007 Epoch 90 Batch 79/269 - Train Accuracy: 0.967, Validation Accuracy: 0.961, Loss: 0.033 Epoch 90 Batch 80/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.027 Epoch 90 Batch 81/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 90 Batch 82/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.023 Epoch 90 Batch 83/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.028 Epoch 90 Batch 84/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.011 Epoch 90 Batch 85/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 90 Batch 86/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.007 Epoch 90 Batch 87/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.009 Epoch 90 Batch 88/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.012 Epoch 90 Batch 89/269 - Train Accuracy: 0.974, Validation Accuracy: 0.959, Loss: 0.013 Epoch 90 Batch 90/269 - Train Accuracy: 0.970, Validation Accuracy: 0.960, Loss: 0.010 Epoch 90 Batch 91/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.008 Epoch 90 Batch 92/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.008 Epoch 90 Batch 93/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.006 Epoch 90 Batch 94/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.012 Epoch 90 Batch 95/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.005 Epoch 90 Batch 96/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.012 Epoch 90 Batch 97/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.012 Epoch 90 Batch 98/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 90 Batch 99/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 90 Batch 100/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 90 Batch 101/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.012 Epoch 90 Batch 102/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 90 Batch 103/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 90 Batch 104/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 90 Batch 105/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 90 Batch 106/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 90 Batch 107/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.011 Epoch 90 Batch 108/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 90 Batch 109/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 90 Batch 110/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 90 Batch 111/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.012 Epoch 90 Batch 112/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 90 Batch 113/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.009 Epoch 90 Batch 114/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.009 Epoch 90 Batch 115/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 90 Batch 116/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 90 Batch 117/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.008 Epoch 90 Batch 118/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.011 Epoch 90 Batch 119/269 - Train Accuracy: 0.970, Validation Accuracy: 0.959, Loss: 0.012 Epoch 90 Batch 120/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 90 Batch 121/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 90 Batch 122/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.013 Epoch 90 Batch 123/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 90 Batch 124/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 90 Batch 125/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 90 Batch 126/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 90 Batch 127/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 90 Batch 128/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 90 Batch 129/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 90 Batch 130/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.016 Epoch 90 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.011 Epoch 90 Batch 132/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.009 Epoch 90 Batch 133/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.010 Epoch 90 Batch 134/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 90 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 90 Batch 136/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 90 Batch 137/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 90 Batch 138/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.011 Epoch 90 Batch 139/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 90 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 90 Batch 141/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.012 Epoch 90 Batch 142/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.011 Epoch 90 Batch 143/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.011 Epoch 90 Batch 144/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.006 Epoch 90 Batch 145/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.010 Epoch 90 Batch 146/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 90 Batch 147/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.008 Epoch 90 Batch 148/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.008 Epoch 90 Batch 149/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.010 Epoch 90 Batch 150/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 90 Batch 151/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.011 Epoch 90 Batch 152/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 90 Batch 153/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 90 Batch 154/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 90 Batch 155/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 90 Batch 156/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 90 Batch 157/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 90 Batch 158/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.011 Epoch 90 Batch 159/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 90 Batch 160/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 90 Batch 161/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 90 Batch 162/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.012 Epoch 90 Batch 163/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.006 Epoch 90 Batch 164/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 90 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 90 Batch 166/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 90 Batch 167/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 90 Batch 168/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 90 Batch 169/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 90 Batch 170/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 90 Batch 171/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.010 Epoch 90 Batch 172/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 90 Batch 173/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.008 Epoch 90 Batch 174/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 90 Batch 175/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.013 Epoch 90 Batch 176/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 90 Batch 177/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 90 Batch 178/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 90 Batch 179/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 90 Batch 180/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 90 Batch 181/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 90 Batch 182/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 90 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 90 Batch 184/269 - Train Accuracy: 0.966, Validation Accuracy: 0.970, Loss: 0.010 Epoch 90 Batch 185/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.008 Epoch 90 Batch 186/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 90 Batch 187/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 90 Batch 188/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.007 Epoch 90 Batch 189/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 90 Batch 190/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.008 Epoch 90 Batch 191/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 90 Batch 192/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 90 Batch 193/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 90 Batch 194/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 90 Batch 195/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 90 Batch 196/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 90 Batch 197/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 90 Batch 198/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 90 Batch 199/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.010 Epoch 90 Batch 200/269 - Train Accuracy: 0.984, Validation Accuracy: 0.965, Loss: 0.006 Epoch 90 Batch 201/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.008 Epoch 90 Batch 202/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 90 Batch 203/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 90 Batch 204/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.007 Epoch 90 Batch 205/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.007 Epoch 90 Batch 206/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 90 Batch 207/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.009 Epoch 90 Batch 208/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 90 Batch 209/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.009 Epoch 90 Batch 210/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.006 Epoch 90 Batch 211/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 90 Batch 212/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 90 Batch 213/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 90 Batch 214/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 90 Batch 215/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 90 Batch 216/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.012 Epoch 90 Batch 217/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 90 Batch 218/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.007 Epoch 90 Batch 219/269 - Train Accuracy: 0.980, Validation Accuracy: 0.960, Loss: 0.007 Epoch 90 Batch 220/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.010 Epoch 90 Batch 221/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 90 Batch 222/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 90 Batch 223/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 90 Batch 224/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 90 Batch 225/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 90 Batch 226/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 90 Batch 227/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.011 Epoch 90 Batch 228/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 90 Batch 229/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 90 Batch 230/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 90 Batch 231/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 90 Batch 232/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 90 Batch 233/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.009 Epoch 90 Batch 234/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.007 Epoch 90 Batch 235/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.006 Epoch 90 Batch 236/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 90 Batch 237/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 90 Batch 238/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 90 Batch 239/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 90 Batch 240/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 90 Batch 241/269 - Train Accuracy: 0.966, Validation Accuracy: 0.969, Loss: 0.010 Epoch 90 Batch 242/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 90 Batch 243/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 90 Batch 244/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.007 Epoch 90 Batch 245/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 90 Batch 246/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 90 Batch 247/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 90 Batch 248/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 90 Batch 249/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.008 Epoch 90 Batch 250/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.009 Epoch 90 Batch 251/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 90 Batch 252/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.005 Epoch 90 Batch 253/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 90 Batch 254/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 90 Batch 255/269 - Train Accuracy: 0.983, Validation Accuracy: 0.965, Loss: 0.008 Epoch 90 Batch 256/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 90 Batch 257/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 90 Batch 258/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 90 Batch 259/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 90 Batch 260/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 90 Batch 261/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.008 Epoch 90 Batch 262/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 90 Batch 263/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 90 Batch 264/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 90 Batch 265/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 90 Batch 266/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.007 Epoch 90 Batch 267/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 91 Batch 0/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 91 Batch 1/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.007 Epoch 91 Batch 2/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 91 Batch 3/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.008 Epoch 91 Batch 4/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.013 Epoch 91 Batch 5/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.011 Epoch 91 Batch 6/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.009 Epoch 91 Batch 7/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.007 Epoch 91 Batch 8/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 91 Batch 9/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 91 Batch 10/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 91 Batch 11/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.010 Epoch 91 Batch 12/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 91 Batch 13/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 91 Batch 14/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 91 Batch 15/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 91 Batch 16/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.014 Epoch 91 Batch 17/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 91 Batch 18/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.008 Epoch 91 Batch 19/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.005 Epoch 91 Batch 20/269 - Train Accuracy: 0.979, Validation Accuracy: 0.973, Loss: 0.007 Epoch 91 Batch 21/269 - Train Accuracy: 0.969, Validation Accuracy: 0.973, Loss: 0.010 Epoch 91 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.974, Loss: 0.010 Epoch 91 Batch 23/269 - Train Accuracy: 0.974, Validation Accuracy: 0.974, Loss: 0.012 Epoch 91 Batch 24/269 - Train Accuracy: 0.974, Validation Accuracy: 0.974, Loss: 0.009 Epoch 91 Batch 25/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.010 Epoch 91 Batch 26/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 91 Batch 27/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 91 Batch 28/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.008 Epoch 91 Batch 29/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.010 Epoch 91 Batch 30/269 - Train Accuracy: 0.964, Validation Accuracy: 0.969, Loss: 0.009 Epoch 91 Batch 31/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 91 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 91 Batch 33/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 91 Batch 34/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 91 Batch 35/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.013 Epoch 91 Batch 36/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.008 Epoch 91 Batch 37/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 91 Batch 38/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 91 Batch 39/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 91 Batch 40/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 91 Batch 41/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 91 Batch 42/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 91 Batch 43/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 91 Batch 44/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 91 Batch 45/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.011 Epoch 91 Batch 46/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 91 Batch 47/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.005 Epoch 91 Batch 48/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 91 Batch 49/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 91 Batch 50/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 91 Batch 51/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 91 Batch 52/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 91 Batch 53/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 91 Batch 54/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 91 Batch 55/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 91 Batch 56/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 91 Batch 57/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.011 Epoch 91 Batch 58/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 91 Batch 59/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 91 Batch 60/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 91 Batch 61/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 91 Batch 62/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.008 Epoch 91 Batch 63/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.012 Epoch 91 Batch 64/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.006 Epoch 91 Batch 65/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 91 Batch 66/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 91 Batch 67/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 91 Batch 68/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.012 Epoch 91 Batch 69/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.011 Epoch 91 Batch 70/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 91 Batch 71/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 91 Batch 72/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.012 Epoch 91 Batch 73/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 91 Batch 74/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.006 Epoch 91 Batch 75/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.008 Epoch 91 Batch 76/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 91 Batch 77/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 91 Batch 78/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 91 Batch 79/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 91 Batch 80/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.006 Epoch 91 Batch 81/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 91 Batch 82/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 91 Batch 83/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.012 Epoch 91 Batch 84/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 91 Batch 85/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 91 Batch 86/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 91 Batch 87/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 91 Batch 88/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 91 Batch 89/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 91 Batch 90/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 91 Batch 91/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 91 Batch 92/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 91 Batch 93/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.008 Epoch 91 Batch 94/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.012 Epoch 91 Batch 95/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 91 Batch 96/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.012 Epoch 91 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.009 Epoch 91 Batch 98/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 91 Batch 99/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 91 Batch 100/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.011 Epoch 91 Batch 101/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 91 Batch 102/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.008 Epoch 91 Batch 103/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.012 Epoch 91 Batch 104/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.007 Epoch 91 Batch 105/269 - Train Accuracy: 0.972, Validation Accuracy: 0.958, Loss: 0.009 Epoch 91 Batch 106/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.008 Epoch 91 Batch 107/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.006 Epoch 91 Batch 108/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.007 Epoch 91 Batch 109/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.008 Epoch 91 Batch 110/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.007 Epoch 91 Batch 111/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 91 Batch 112/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 91 Batch 113/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.011 Epoch 91 Batch 114/269 - Train Accuracy: 0.969, Validation Accuracy: 0.961, Loss: 0.010 Epoch 91 Batch 115/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 91 Batch 116/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.008 Epoch 91 Batch 117/269 - Train Accuracy: 0.973, Validation Accuracy: 0.959, Loss: 0.011 Epoch 91 Batch 118/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.008 Epoch 91 Batch 119/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.011 Epoch 91 Batch 120/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.010 Epoch 91 Batch 121/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 91 Batch 122/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 91 Batch 123/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 91 Batch 124/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 91 Batch 125/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 91 Batch 126/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.011 Epoch 91 Batch 127/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 91 Batch 128/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.011 Epoch 91 Batch 129/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 91 Batch 130/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 91 Batch 131/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 91 Batch 132/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 91 Batch 133/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.007 Epoch 91 Batch 134/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 91 Batch 135/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 91 Batch 136/269 - Train Accuracy: 0.965, Validation Accuracy: 0.967, Loss: 0.010 Epoch 91 Batch 137/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.007 Epoch 91 Batch 138/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 91 Batch 139/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.009 Epoch 91 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 91 Batch 141/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.012 Epoch 91 Batch 142/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 91 Batch 143/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 91 Batch 144/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 91 Batch 145/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.004 Epoch 91 Batch 146/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 91 Batch 147/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 91 Batch 148/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 91 Batch 149/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.012 Epoch 91 Batch 150/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 91 Batch 151/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.009 Epoch 91 Batch 152/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 91 Batch 153/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 91 Batch 154/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 91 Batch 155/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 91 Batch 156/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 91 Batch 157/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.008 Epoch 91 Batch 158/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 91 Batch 159/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 91 Batch 160/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 91 Batch 161/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 91 Batch 162/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 91 Batch 163/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 91 Batch 164/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 91 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.010 Epoch 91 Batch 166/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 91 Batch 167/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 91 Batch 168/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 91 Batch 169/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.006 Epoch 91 Batch 170/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 91 Batch 171/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 91 Batch 172/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.007 Epoch 91 Batch 173/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.007 Epoch 91 Batch 174/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 91 Batch 175/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 91 Batch 176/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.011 Epoch 91 Batch 177/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 91 Batch 178/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 91 Batch 179/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 91 Batch 180/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.007 Epoch 91 Batch 181/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 91 Batch 182/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.010 Epoch 91 Batch 183/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.008 Epoch 91 Batch 184/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.010 Epoch 91 Batch 185/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 91 Batch 186/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.008 Epoch 91 Batch 187/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 91 Batch 188/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 91 Batch 189/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 91 Batch 190/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 91 Batch 191/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 91 Batch 192/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 91 Batch 193/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 91 Batch 194/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 91 Batch 195/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 91 Batch 196/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 91 Batch 197/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 91 Batch 198/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 91 Batch 199/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.006 Epoch 91 Batch 200/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.006 Epoch 91 Batch 201/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 91 Batch 202/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 91 Batch 203/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.012 Epoch 91 Batch 204/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.008 Epoch 91 Batch 205/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 91 Batch 206/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.012 Epoch 91 Batch 207/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 91 Batch 208/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.012 Epoch 91 Batch 209/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.007 Epoch 91 Batch 210/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 91 Batch 211/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 91 Batch 212/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 91 Batch 213/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 91 Batch 214/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 91 Batch 215/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 91 Batch 216/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 91 Batch 217/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.010 Epoch 91 Batch 218/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.011 Epoch 91 Batch 219/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.009 Epoch 91 Batch 220/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.009 Epoch 91 Batch 221/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 91 Batch 222/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 91 Batch 223/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 91 Batch 224/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 91 Batch 225/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.007 Epoch 91 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 91 Batch 227/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 91 Batch 228/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 91 Batch 229/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 91 Batch 230/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 91 Batch 231/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.012 Epoch 91 Batch 232/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.008 Epoch 91 Batch 233/269 - Train Accuracy: 0.982, Validation Accuracy: 0.972, Loss: 0.008 Epoch 91 Batch 234/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.007 Epoch 91 Batch 235/269 - Train Accuracy: 0.983, Validation Accuracy: 0.974, Loss: 0.005 Epoch 91 Batch 236/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.006 Epoch 91 Batch 237/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.010 Epoch 91 Batch 238/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.008 Epoch 91 Batch 239/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.007 Epoch 91 Batch 240/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 91 Batch 241/269 - Train Accuracy: 0.967, Validation Accuracy: 0.971, Loss: 0.011 Epoch 91 Batch 242/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.007 Epoch 91 Batch 243/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.007 Epoch 91 Batch 244/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 91 Batch 245/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.009 Epoch 91 Batch 246/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 91 Batch 247/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 91 Batch 248/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.006 Epoch 91 Batch 249/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.006 Epoch 91 Batch 250/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 91 Batch 251/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 91 Batch 252/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 91 Batch 253/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 91 Batch 254/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 91 Batch 255/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 91 Batch 256/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 91 Batch 257/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.011 Epoch 91 Batch 258/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 91 Batch 259/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 91 Batch 260/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 91 Batch 261/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 91 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 91 Batch 263/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.012 Epoch 91 Batch 264/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.007 Epoch 91 Batch 265/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 91 Batch 266/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 91 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 92 Batch 0/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 92 Batch 1/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 92 Batch 2/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 92 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 92 Batch 4/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.010 Epoch 92 Batch 5/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 92 Batch 6/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 92 Batch 7/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 92 Batch 8/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 92 Batch 9/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 92 Batch 10/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 92 Batch 11/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.009 Epoch 92 Batch 12/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.012 Epoch 92 Batch 13/269 - Train Accuracy: 0.980, Validation Accuracy: 0.959, Loss: 0.007 Epoch 92 Batch 14/269 - Train Accuracy: 0.981, Validation Accuracy: 0.960, Loss: 0.007 Epoch 92 Batch 15/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.006 Epoch 92 Batch 16/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.012 Epoch 92 Batch 17/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 92 Batch 18/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 92 Batch 19/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.008 Epoch 92 Batch 20/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 92 Batch 21/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 92 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 92 Batch 23/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 92 Batch 24/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.009 Epoch 92 Batch 25/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.010 Epoch 92 Batch 26/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 92 Batch 27/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.009 Epoch 92 Batch 28/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.006 Epoch 92 Batch 29/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.009 Epoch 92 Batch 30/269 - Train Accuracy: 0.967, Validation Accuracy: 0.966, Loss: 0.008 Epoch 92 Batch 31/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.011 Epoch 92 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.005 Epoch 92 Batch 33/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.008 Epoch 92 Batch 34/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.008 Epoch 92 Batch 35/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.013 Epoch 92 Batch 36/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.011 Epoch 92 Batch 37/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 92 Batch 38/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.009 Epoch 92 Batch 39/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 92 Batch 40/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 92 Batch 41/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 92 Batch 42/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 92 Batch 43/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.009 Epoch 92 Batch 44/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 92 Batch 45/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 92 Batch 46/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 92 Batch 47/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 92 Batch 48/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 92 Batch 49/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.007 Epoch 92 Batch 50/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.010 Epoch 92 Batch 51/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.009 Epoch 92 Batch 52/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 92 Batch 53/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.006 Epoch 92 Batch 54/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 92 Batch 55/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.009 Epoch 92 Batch 56/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 92 Batch 57/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.012 Epoch 92 Batch 58/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 92 Batch 59/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 92 Batch 60/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 92 Batch 61/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 92 Batch 62/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 92 Batch 63/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 92 Batch 64/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 92 Batch 65/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 92 Batch 66/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 92 Batch 67/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 92 Batch 68/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 92 Batch 69/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 92 Batch 70/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 92 Batch 71/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.014 Epoch 92 Batch 72/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 92 Batch 73/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.009 Epoch 92 Batch 74/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 92 Batch 75/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 92 Batch 76/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 92 Batch 77/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 92 Batch 78/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 92 Batch 79/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 92 Batch 80/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 92 Batch 81/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 92 Batch 82/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 92 Batch 83/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 92 Batch 84/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 92 Batch 85/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 92 Batch 86/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.008 Epoch 92 Batch 87/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 92 Batch 88/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.005 Epoch 92 Batch 89/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 92 Batch 90/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.007 Epoch 92 Batch 91/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.010 Epoch 92 Batch 92/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 92 Batch 93/269 - Train Accuracy: 0.965, Validation Accuracy: 0.962, Loss: 0.009 Epoch 92 Batch 94/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.013 Epoch 92 Batch 95/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.011 Epoch 92 Batch 96/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.011 Epoch 92 Batch 97/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 92 Batch 98/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.009 Epoch 92 Batch 99/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.005 Epoch 92 Batch 100/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 92 Batch 101/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 92 Batch 102/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 92 Batch 103/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.011 Epoch 92 Batch 104/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 92 Batch 105/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.009 Epoch 92 Batch 106/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 92 Batch 107/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.007 Epoch 92 Batch 108/269 - Train Accuracy: 0.981, Validation Accuracy: 0.962, Loss: 0.007 Epoch 92 Batch 109/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 92 Batch 110/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 92 Batch 111/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.006 Epoch 92 Batch 112/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 92 Batch 113/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 92 Batch 114/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 92 Batch 115/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 92 Batch 116/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 92 Batch 117/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.010 Epoch 92 Batch 118/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 92 Batch 119/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.010 Epoch 92 Batch 120/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.008 Epoch 92 Batch 121/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 92 Batch 122/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 92 Batch 123/269 - Train Accuracy: 0.966, Validation Accuracy: 0.966, Loss: 0.010 Epoch 92 Batch 124/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 92 Batch 125/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 92 Batch 126/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 92 Batch 127/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 92 Batch 128/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 92 Batch 129/269 - Train Accuracy: 0.964, Validation Accuracy: 0.968, Loss: 0.012 Epoch 92 Batch 130/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.011 Epoch 92 Batch 131/269 - Train Accuracy: 0.967, Validation Accuracy: 0.971, Loss: 0.010 Epoch 92 Batch 132/269 - Train Accuracy: 0.966, Validation Accuracy: 0.972, Loss: 0.010 Epoch 92 Batch 133/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.009 Epoch 92 Batch 134/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.012 Epoch 92 Batch 135/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 92 Batch 136/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.009 Epoch 92 Batch 137/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 92 Batch 138/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 92 Batch 139/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 92 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.973, Loss: 0.010 Epoch 92 Batch 141/269 - Train Accuracy: 0.981, Validation Accuracy: 0.973, Loss: 0.009 Epoch 92 Batch 142/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.010 Epoch 92 Batch 143/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.007 Epoch 92 Batch 144/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 92 Batch 145/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.005 Epoch 92 Batch 146/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 92 Batch 147/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 92 Batch 148/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 92 Batch 149/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 92 Batch 150/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 92 Batch 151/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 92 Batch 152/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 92 Batch 153/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 92 Batch 154/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 92 Batch 155/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.007 Epoch 92 Batch 156/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 92 Batch 157/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 92 Batch 158/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 92 Batch 159/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 92 Batch 160/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.011 Epoch 92 Batch 161/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 92 Batch 162/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 92 Batch 163/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.009 Epoch 92 Batch 164/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 92 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 92 Batch 166/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.007 Epoch 92 Batch 167/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 92 Batch 168/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 92 Batch 169/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.006 Epoch 92 Batch 170/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.009 Epoch 92 Batch 171/269 - Train Accuracy: 0.970, Validation Accuracy: 0.973, Loss: 0.010 Epoch 92 Batch 172/269 - Train Accuracy: 0.980, Validation Accuracy: 0.973, Loss: 0.008 Epoch 92 Batch 173/269 - Train Accuracy: 0.969, Validation Accuracy: 0.973, Loss: 0.007 Epoch 92 Batch 174/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.008 Epoch 92 Batch 175/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.009 Epoch 92 Batch 176/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 92 Batch 177/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.008 Epoch 92 Batch 178/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 92 Batch 179/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 92 Batch 180/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 92 Batch 181/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 92 Batch 182/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 92 Batch 183/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.006 Epoch 92 Batch 184/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.009 Epoch 92 Batch 185/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 92 Batch 186/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 92 Batch 187/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 92 Batch 188/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 92 Batch 189/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.008 Epoch 92 Batch 190/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 92 Batch 191/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 92 Batch 192/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 92 Batch 193/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 92 Batch 194/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 92 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 92 Batch 196/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 92 Batch 197/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.010 Epoch 92 Batch 198/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 92 Batch 199/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 92 Batch 200/269 - Train Accuracy: 0.984, Validation Accuracy: 0.968, Loss: 0.004 Epoch 92 Batch 201/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 92 Batch 202/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 92 Batch 203/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 92 Batch 204/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.009 Epoch 92 Batch 205/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 92 Batch 206/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.012 Epoch 92 Batch 207/269 - Train Accuracy: 0.967, Validation Accuracy: 0.962, Loss: 0.007 Epoch 92 Batch 208/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.014 Epoch 92 Batch 209/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.013 Epoch 92 Batch 210/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 92 Batch 211/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.016 Epoch 92 Batch 212/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 92 Batch 213/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 92 Batch 214/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 92 Batch 215/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 92 Batch 216/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 92 Batch 217/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.013 Epoch 92 Batch 218/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 92 Batch 219/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 92 Batch 220/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.012 Epoch 92 Batch 221/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 92 Batch 222/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 92 Batch 223/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 92 Batch 224/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.014 Epoch 92 Batch 225/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 92 Batch 226/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.011 Epoch 92 Batch 227/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.014 Epoch 92 Batch 228/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 92 Batch 229/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 92 Batch 230/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 92 Batch 231/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 92 Batch 232/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.011 Epoch 92 Batch 233/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.009 Epoch 92 Batch 234/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 92 Batch 235/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.004 Epoch 92 Batch 236/269 - Train Accuracy: 0.975, Validation Accuracy: 0.973, Loss: 0.008 Epoch 92 Batch 237/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.008 Epoch 92 Batch 238/269 - Train Accuracy: 0.973, Validation Accuracy: 0.973, Loss: 0.009 Epoch 92 Batch 239/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.011 Epoch 92 Batch 240/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 92 Batch 241/269 - Train Accuracy: 0.961, Validation Accuracy: 0.969, Loss: 0.010 Epoch 92 Batch 242/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 92 Batch 243/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.011 Epoch 92 Batch 244/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 92 Batch 245/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 92 Batch 246/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 92 Batch 247/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.013 Epoch 92 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 92 Batch 249/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 92 Batch 250/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 92 Batch 251/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 92 Batch 252/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.005 Epoch 92 Batch 253/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 92 Batch 254/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 92 Batch 255/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 92 Batch 256/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 92 Batch 257/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.012 Epoch 92 Batch 258/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 92 Batch 259/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 92 Batch 260/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 92 Batch 261/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 92 Batch 262/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.012 Epoch 92 Batch 263/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 92 Batch 264/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.013 Epoch 92 Batch 265/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 92 Batch 266/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 92 Batch 267/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.011 Epoch 93 Batch 0/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 93 Batch 1/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 93 Batch 2/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 93 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 93 Batch 4/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 93 Batch 5/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 93 Batch 6/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 93 Batch 7/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 93 Batch 8/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 93 Batch 9/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.008 Epoch 93 Batch 10/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 93 Batch 11/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 93 Batch 12/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 93 Batch 13/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 93 Batch 14/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 93 Batch 15/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 93 Batch 16/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.012 Epoch 93 Batch 17/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 93 Batch 18/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.007 Epoch 93 Batch 19/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.007 Epoch 93 Batch 20/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 93 Batch 21/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 93 Batch 22/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 93 Batch 23/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 93 Batch 24/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 93 Batch 25/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.009 Epoch 93 Batch 26/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.005 Epoch 93 Batch 27/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.008 Epoch 93 Batch 28/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 93 Batch 29/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.011 Epoch 93 Batch 30/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 93 Batch 31/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 93 Batch 32/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.005 Epoch 93 Batch 33/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.009 Epoch 93 Batch 34/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.008 Epoch 93 Batch 35/269 - Train Accuracy: 0.972, Validation Accuracy: 0.973, Loss: 0.013 Epoch 93 Batch 36/269 - Train Accuracy: 0.980, Validation Accuracy: 0.973, Loss: 0.007 Epoch 93 Batch 37/269 - Train Accuracy: 0.975, Validation Accuracy: 0.974, Loss: 0.008 Epoch 93 Batch 38/269 - Train Accuracy: 0.971, Validation Accuracy: 0.974, Loss: 0.005 Epoch 93 Batch 39/269 - Train Accuracy: 0.974, Validation Accuracy: 0.974, Loss: 0.009 Epoch 93 Batch 40/269 - Train Accuracy: 0.969, Validation Accuracy: 0.972, Loss: 0.009 Epoch 93 Batch 41/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.008 Epoch 93 Batch 42/269 - Train Accuracy: 0.970, Validation Accuracy: 0.974, Loss: 0.008 Epoch 93 Batch 43/269 - Train Accuracy: 0.975, Validation Accuracy: 0.974, Loss: 0.009 Epoch 93 Batch 44/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.010 Epoch 93 Batch 45/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.009 Epoch 93 Batch 46/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 93 Batch 47/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.007 Epoch 93 Batch 48/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.009 Epoch 93 Batch 49/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 93 Batch 50/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.010 Epoch 93 Batch 51/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 93 Batch 52/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 93 Batch 53/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 93 Batch 54/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 93 Batch 55/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.012 Epoch 93 Batch 56/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 93 Batch 57/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 93 Batch 58/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 93 Batch 59/269 - Train Accuracy: 0.980, Validation Accuracy: 0.970, Loss: 0.005 Epoch 93 Batch 60/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 93 Batch 61/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 93 Batch 62/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 93 Batch 63/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.012 Epoch 93 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 93 Batch 65/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 93 Batch 66/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 93 Batch 67/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 93 Batch 68/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.011 Epoch 93 Batch 69/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 93 Batch 70/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 93 Batch 71/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.013 Epoch 93 Batch 72/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 93 Batch 73/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 93 Batch 74/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 93 Batch 75/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.009 Epoch 93 Batch 76/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.007 Epoch 93 Batch 77/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 93 Batch 78/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 93 Batch 79/269 - Train Accuracy: 0.963, Validation Accuracy: 0.967, Loss: 0.010 Epoch 93 Batch 80/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.007 Epoch 93 Batch 81/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.008 Epoch 93 Batch 82/269 - Train Accuracy: 0.982, Validation Accuracy: 0.970, Loss: 0.006 Epoch 93 Batch 83/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.009 Epoch 93 Batch 84/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 93 Batch 85/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.007 Epoch 93 Batch 86/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 93 Batch 87/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 93 Batch 88/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.011 Epoch 93 Batch 89/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 93 Batch 90/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 93 Batch 91/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.007 Epoch 93 Batch 92/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 93 Batch 93/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 93 Batch 94/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.011 Epoch 93 Batch 95/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 93 Batch 96/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 93 Batch 97/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.011 Epoch 93 Batch 98/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.008 Epoch 93 Batch 99/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.008 Epoch 93 Batch 100/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.009 Epoch 93 Batch 101/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.012 Epoch 93 Batch 102/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 93 Batch 103/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 93 Batch 104/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 93 Batch 105/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 93 Batch 106/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 93 Batch 107/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 93 Batch 108/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 93 Batch 109/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.009 Epoch 93 Batch 110/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 93 Batch 111/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 93 Batch 112/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 93 Batch 113/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 93 Batch 114/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 93 Batch 115/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.009 Epoch 93 Batch 116/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.007 Epoch 93 Batch 117/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.010 Epoch 93 Batch 118/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 93 Batch 119/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 93 Batch 120/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.007 Epoch 93 Batch 121/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.005 Epoch 93 Batch 122/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.008 Epoch 93 Batch 123/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 93 Batch 124/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 93 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 93 Batch 126/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 93 Batch 127/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 93 Batch 128/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.008 Epoch 93 Batch 129/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.012 Epoch 93 Batch 130/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.013 Epoch 93 Batch 131/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.012 Epoch 93 Batch 132/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.013 Epoch 93 Batch 133/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.008 Epoch 93 Batch 134/269 - Train Accuracy: 0.970, Validation Accuracy: 0.972, Loss: 0.007 Epoch 93 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.009 Epoch 93 Batch 136/269 - Train Accuracy: 0.969, Validation Accuracy: 0.974, Loss: 0.009 Epoch 93 Batch 137/269 - Train Accuracy: 0.966, Validation Accuracy: 0.972, Loss: 0.008 Epoch 93 Batch 138/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.006 Epoch 93 Batch 139/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.009 Epoch 93 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.009 Epoch 93 Batch 141/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 93 Batch 142/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 93 Batch 143/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 93 Batch 144/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.010 Epoch 93 Batch 145/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 93 Batch 146/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 93 Batch 147/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 93 Batch 148/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 93 Batch 149/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 93 Batch 150/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.011 Epoch 93 Batch 151/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 93 Batch 152/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 93 Batch 153/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 93 Batch 154/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 93 Batch 155/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 93 Batch 156/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 93 Batch 157/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.010 Epoch 93 Batch 158/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 93 Batch 159/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 93 Batch 160/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 93 Batch 161/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 93 Batch 162/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 93 Batch 163/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.008 Epoch 93 Batch 164/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 93 Batch 165/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 93 Batch 166/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 93 Batch 167/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 93 Batch 168/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.014 Epoch 93 Batch 169/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 93 Batch 170/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 93 Batch 171/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 93 Batch 172/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.008 Epoch 93 Batch 173/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 93 Batch 174/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 93 Batch 175/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.013 Epoch 93 Batch 176/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 93 Batch 177/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.007 Epoch 93 Batch 178/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.008 Epoch 93 Batch 179/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.008 Epoch 93 Batch 180/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.011 Epoch 93 Batch 181/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.011 Epoch 93 Batch 182/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.008 Epoch 93 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.006 Epoch 93 Batch 184/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 93 Batch 185/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.008 Epoch 93 Batch 186/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 93 Batch 187/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.009 Epoch 93 Batch 188/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.010 Epoch 93 Batch 189/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 93 Batch 190/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 93 Batch 191/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 93 Batch 192/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.010 Epoch 93 Batch 193/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 93 Batch 194/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.012 Epoch 93 Batch 195/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.008 Epoch 93 Batch 196/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.009 Epoch 93 Batch 197/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 93 Batch 198/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 93 Batch 199/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 93 Batch 200/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.007 Epoch 93 Batch 201/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 93 Batch 202/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 93 Batch 203/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.012 Epoch 93 Batch 204/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 93 Batch 205/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 93 Batch 206/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.012 Epoch 93 Batch 207/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 93 Batch 208/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 93 Batch 209/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 93 Batch 210/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 93 Batch 211/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 93 Batch 212/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.013 Epoch 93 Batch 213/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 93 Batch 214/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 93 Batch 215/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 93 Batch 216/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 93 Batch 217/269 - Train Accuracy: 0.961, Validation Accuracy: 0.963, Loss: 0.013 Epoch 93 Batch 218/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.007 Epoch 93 Batch 219/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.009 Epoch 93 Batch 220/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.007 Epoch 93 Batch 221/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 93 Batch 222/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 93 Batch 223/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.005 Epoch 93 Batch 224/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 93 Batch 225/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.007 Epoch 93 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 93 Batch 227/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.012 Epoch 93 Batch 228/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.005 Epoch 93 Batch 229/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 93 Batch 230/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 93 Batch 231/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.010 Epoch 93 Batch 232/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.006 Epoch 93 Batch 233/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.009 Epoch 93 Batch 234/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 93 Batch 235/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.006 Epoch 93 Batch 236/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.008 Epoch 93 Batch 237/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 93 Batch 238/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 93 Batch 239/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 93 Batch 240/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 93 Batch 241/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 93 Batch 242/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.011 Epoch 93 Batch 243/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 93 Batch 244/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 93 Batch 245/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 93 Batch 246/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 93 Batch 247/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 93 Batch 248/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 93 Batch 249/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 93 Batch 250/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 93 Batch 251/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 93 Batch 252/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.005 Epoch 93 Batch 253/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.007 Epoch 93 Batch 254/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 93 Batch 255/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 93 Batch 256/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 93 Batch 257/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.013 Epoch 93 Batch 258/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 93 Batch 259/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 93 Batch 260/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 93 Batch 261/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 93 Batch 262/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 93 Batch 263/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 93 Batch 264/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 93 Batch 265/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.006 Epoch 93 Batch 266/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.005 Epoch 93 Batch 267/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 94 Batch 0/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 94 Batch 1/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 94 Batch 2/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 94 Batch 3/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.008 Epoch 94 Batch 4/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 94 Batch 5/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 94 Batch 6/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.006 Epoch 94 Batch 7/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 94 Batch 8/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 94 Batch 9/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 94 Batch 10/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 94 Batch 11/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 94 Batch 12/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 94 Batch 13/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 94 Batch 14/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.006 Epoch 94 Batch 15/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.006 Epoch 94 Batch 16/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.011 Epoch 94 Batch 17/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 94 Batch 18/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 94 Batch 19/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.006 Epoch 94 Batch 20/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 94 Batch 21/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 94 Batch 22/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 94 Batch 23/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 94 Batch 24/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 94 Batch 25/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 94 Batch 26/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 94 Batch 27/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 94 Batch 28/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.008 Epoch 94 Batch 29/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.010 Epoch 94 Batch 30/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.008 Epoch 94 Batch 31/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 94 Batch 32/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.005 Epoch 94 Batch 33/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 94 Batch 34/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.008 Epoch 94 Batch 35/269 - Train Accuracy: 0.972, Validation Accuracy: 0.974, Loss: 0.011 Epoch 94 Batch 36/269 - Train Accuracy: 0.977, Validation Accuracy: 0.974, Loss: 0.008 Epoch 94 Batch 37/269 - Train Accuracy: 0.979, Validation Accuracy: 0.974, Loss: 0.007 Epoch 94 Batch 38/269 - Train Accuracy: 0.969, Validation Accuracy: 0.974, Loss: 0.007 Epoch 94 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.973, Loss: 0.006 Epoch 94 Batch 40/269 - Train Accuracy: 0.978, Validation Accuracy: 0.973, Loss: 0.009 Epoch 94 Batch 41/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.006 Epoch 94 Batch 42/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.007 Epoch 94 Batch 43/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.012 Epoch 94 Batch 44/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 94 Batch 45/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 94 Batch 46/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 94 Batch 47/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.005 Epoch 94 Batch 48/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.010 Epoch 94 Batch 49/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 94 Batch 50/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 94 Batch 51/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.011 Epoch 94 Batch 52/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.006 Epoch 94 Batch 53/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.008 Epoch 94 Batch 54/269 - Train Accuracy: 0.973, Validation Accuracy: 0.973, Loss: 0.008 Epoch 94 Batch 55/269 - Train Accuracy: 0.974, Validation Accuracy: 0.973, Loss: 0.008 Epoch 94 Batch 56/269 - Train Accuracy: 0.963, Validation Accuracy: 0.974, Loss: 0.010 Epoch 94 Batch 57/269 - Train Accuracy: 0.975, Validation Accuracy: 0.975, Loss: 0.011 Epoch 94 Batch 58/269 - Train Accuracy: 0.973, Validation Accuracy: 0.973, Loss: 0.009 Epoch 94 Batch 59/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.008 Epoch 94 Batch 60/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.008 Epoch 94 Batch 61/269 - Train Accuracy: 0.968, Validation Accuracy: 0.972, Loss: 0.008 Epoch 94 Batch 62/269 - Train Accuracy: 0.975, Validation Accuracy: 0.973, Loss: 0.007 Epoch 94 Batch 63/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.008 Epoch 94 Batch 64/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.005 Epoch 94 Batch 65/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.008 Epoch 94 Batch 66/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.010 Epoch 94 Batch 67/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.007 Epoch 94 Batch 68/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 94 Batch 69/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 94 Batch 70/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.012 Epoch 94 Batch 71/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.011 Epoch 94 Batch 72/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.008 Epoch 94 Batch 73/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 94 Batch 74/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.006 Epoch 94 Batch 75/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 94 Batch 76/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.007 Epoch 94 Batch 77/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 94 Batch 78/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.009 Epoch 94 Batch 79/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 94 Batch 80/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.008 Epoch 94 Batch 81/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 94 Batch 82/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.007 Epoch 94 Batch 83/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.013 Epoch 94 Batch 84/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 94 Batch 85/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 94 Batch 86/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.006 Epoch 94 Batch 87/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 94 Batch 88/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 94 Batch 89/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 94 Batch 90/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 94 Batch 91/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 94 Batch 92/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 94 Batch 93/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 94 Batch 94/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.015 Epoch 94 Batch 95/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 94 Batch 96/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 94 Batch 97/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 94 Batch 98/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 94 Batch 99/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 94 Batch 100/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 94 Batch 101/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 94 Batch 102/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 94 Batch 103/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 94 Batch 104/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 94 Batch 105/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 94 Batch 106/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.008 Epoch 94 Batch 107/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 94 Batch 108/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.005 Epoch 94 Batch 109/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 94 Batch 110/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.006 Epoch 94 Batch 111/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 94 Batch 112/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 94 Batch 113/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 94 Batch 114/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 94 Batch 115/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 94 Batch 116/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 94 Batch 117/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 94 Batch 118/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 94 Batch 119/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.011 Epoch 94 Batch 120/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.010 Epoch 94 Batch 121/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 94 Batch 122/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 94 Batch 123/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 94 Batch 124/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 94 Batch 125/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.006 Epoch 94 Batch 126/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 94 Batch 127/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.007 Epoch 94 Batch 128/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.007 Epoch 94 Batch 129/269 - Train Accuracy: 0.966, Validation Accuracy: 0.971, Loss: 0.010 Epoch 94 Batch 130/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 94 Batch 131/269 - Train Accuracy: 0.965, Validation Accuracy: 0.969, Loss: 0.007 Epoch 94 Batch 132/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.011 Epoch 94 Batch 133/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 94 Batch 134/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.011 Epoch 94 Batch 135/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 94 Batch 136/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 94 Batch 137/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 94 Batch 138/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.006 Epoch 94 Batch 139/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 94 Batch 140/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.009 Epoch 94 Batch 141/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 94 Batch 142/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.009 Epoch 94 Batch 143/269 - Train Accuracy: 0.969, Validation Accuracy: 0.971, Loss: 0.008 Epoch 94 Batch 144/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.009 Epoch 94 Batch 145/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.004 Epoch 94 Batch 146/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.008 Epoch 94 Batch 147/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.006 Epoch 94 Batch 148/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 94 Batch 149/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 94 Batch 150/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.012 Epoch 94 Batch 151/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.008 Epoch 94 Batch 152/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 94 Batch 153/269 - Train Accuracy: 0.980, Validation Accuracy: 0.962, Loss: 0.008 Epoch 94 Batch 154/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 94 Batch 155/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 94 Batch 156/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 94 Batch 157/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 94 Batch 158/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.010 Epoch 94 Batch 159/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 94 Batch 160/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 94 Batch 161/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 94 Batch 162/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.012 Epoch 94 Batch 163/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 94 Batch 164/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.010 Epoch 94 Batch 165/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 94 Batch 166/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 94 Batch 167/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 94 Batch 168/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 94 Batch 169/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.007 Epoch 94 Batch 170/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.011 Epoch 94 Batch 171/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 94 Batch 172/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 94 Batch 173/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 94 Batch 174/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 94 Batch 175/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 94 Batch 176/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 94 Batch 177/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 94 Batch 178/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.009 Epoch 94 Batch 179/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.006 Epoch 94 Batch 180/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.007 Epoch 94 Batch 181/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.010 Epoch 94 Batch 182/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.009 Epoch 94 Batch 183/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.005 Epoch 94 Batch 184/269 - Train Accuracy: 0.966, Validation Accuracy: 0.971, Loss: 0.011 Epoch 94 Batch 185/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.009 Epoch 94 Batch 186/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 94 Batch 187/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.008 Epoch 94 Batch 188/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.006 Epoch 94 Batch 189/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.006 Epoch 94 Batch 190/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.010 Epoch 94 Batch 191/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.007 Epoch 94 Batch 192/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.008 Epoch 94 Batch 193/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.008 Epoch 94 Batch 194/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 94 Batch 195/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 94 Batch 196/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 94 Batch 197/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 94 Batch 198/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 94 Batch 199/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 94 Batch 200/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.007 Epoch 94 Batch 201/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 94 Batch 202/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 94 Batch 203/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 94 Batch 204/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 94 Batch 205/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 94 Batch 206/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 94 Batch 207/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 94 Batch 208/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 94 Batch 209/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.008 Epoch 94 Batch 210/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 94 Batch 211/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 94 Batch 212/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.010 Epoch 94 Batch 213/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 94 Batch 214/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 94 Batch 215/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 94 Batch 216/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 94 Batch 217/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.010 Epoch 94 Batch 218/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 94 Batch 219/269 - Train Accuracy: 0.981, Validation Accuracy: 0.963, Loss: 0.007 Epoch 94 Batch 220/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 94 Batch 221/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 94 Batch 222/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.005 Epoch 94 Batch 223/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.005 Epoch 94 Batch 224/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 94 Batch 225/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 94 Batch 226/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 94 Batch 227/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 94 Batch 228/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 94 Batch 229/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.006 Epoch 94 Batch 230/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 94 Batch 231/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.007 Epoch 94 Batch 232/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 94 Batch 233/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.010 Epoch 94 Batch 234/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 94 Batch 235/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.005 Epoch 94 Batch 236/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 94 Batch 237/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 94 Batch 238/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 94 Batch 239/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.008 Epoch 94 Batch 240/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 94 Batch 241/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 94 Batch 242/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 94 Batch 243/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.006 Epoch 94 Batch 244/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.011 Epoch 94 Batch 245/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.011 Epoch 94 Batch 246/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.008 Epoch 94 Batch 247/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.007 Epoch 94 Batch 248/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 94 Batch 249/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 94 Batch 250/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.007 Epoch 94 Batch 251/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.007 Epoch 94 Batch 252/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 94 Batch 253/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.006 Epoch 94 Batch 254/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.010 Epoch 94 Batch 255/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 94 Batch 256/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 94 Batch 257/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 94 Batch 258/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.009 Epoch 94 Batch 259/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 94 Batch 260/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 94 Batch 261/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 94 Batch 262/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 94 Batch 263/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 94 Batch 264/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 94 Batch 265/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 94 Batch 266/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.009 Epoch 94 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 95 Batch 0/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 95 Batch 1/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 95 Batch 2/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 95 Batch 3/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 95 Batch 4/269 - Train Accuracy: 0.963, Validation Accuracy: 0.966, Loss: 0.011 Epoch 95 Batch 5/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 95 Batch 6/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 95 Batch 7/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 95 Batch 8/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 95 Batch 9/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.008 Epoch 95 Batch 10/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.007 Epoch 95 Batch 11/269 - Train Accuracy: 0.968, Validation Accuracy: 0.957, Loss: 0.011 Epoch 95 Batch 12/269 - Train Accuracy: 0.969, Validation Accuracy: 0.958, Loss: 0.012 Epoch 95 Batch 13/269 - Train Accuracy: 0.981, Validation Accuracy: 0.958, Loss: 0.009 Epoch 95 Batch 14/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.007 Epoch 95 Batch 15/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.005 Epoch 95 Batch 16/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 95 Batch 17/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.006 Epoch 95 Batch 18/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 95 Batch 19/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 95 Batch 20/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 95 Batch 21/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 95 Batch 22/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 95 Batch 23/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 95 Batch 24/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.008 Epoch 95 Batch 25/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 95 Batch 26/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.008 Epoch 95 Batch 27/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 95 Batch 28/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.009 Epoch 95 Batch 29/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.011 Epoch 95 Batch 30/269 - Train Accuracy: 0.966, Validation Accuracy: 0.962, Loss: 0.009 Epoch 95 Batch 31/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 95 Batch 32/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 95 Batch 33/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.007 Epoch 95 Batch 34/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 95 Batch 35/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.011 Epoch 95 Batch 36/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 95 Batch 37/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.010 Epoch 95 Batch 38/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 95 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.006 Epoch 95 Batch 40/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.013 Epoch 95 Batch 41/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 95 Batch 42/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 95 Batch 43/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 95 Batch 44/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 95 Batch 45/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 95 Batch 46/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 95 Batch 47/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.005 Epoch 95 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 95 Batch 49/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 95 Batch 50/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 95 Batch 51/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.010 Epoch 95 Batch 52/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 95 Batch 53/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.011 Epoch 95 Batch 54/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 95 Batch 55/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.011 Epoch 95 Batch 56/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 95 Batch 57/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 95 Batch 58/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 95 Batch 59/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 95 Batch 60/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.009 Epoch 95 Batch 61/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.009 Epoch 95 Batch 62/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 95 Batch 63/269 - Train Accuracy: 0.965, Validation Accuracy: 0.965, Loss: 0.012 Epoch 95 Batch 64/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.010 Epoch 95 Batch 65/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.009 Epoch 95 Batch 66/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.012 Epoch 95 Batch 67/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 95 Batch 68/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 95 Batch 69/269 - Train Accuracy: 0.958, Validation Accuracy: 0.968, Loss: 0.011 Epoch 95 Batch 70/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.010 Epoch 95 Batch 71/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.011 Epoch 95 Batch 72/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.014 Epoch 95 Batch 73/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.011 Epoch 95 Batch 74/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 95 Batch 75/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 95 Batch 76/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 95 Batch 77/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 95 Batch 78/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 95 Batch 79/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 95 Batch 80/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.007 Epoch 95 Batch 81/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 95 Batch 82/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 95 Batch 83/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.012 Epoch 95 Batch 84/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.008 Epoch 95 Batch 85/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.010 Epoch 95 Batch 86/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 95 Batch 87/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 95 Batch 88/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 95 Batch 89/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 95 Batch 90/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.011 Epoch 95 Batch 91/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.011 Epoch 95 Batch 92/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 95 Batch 93/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.007 Epoch 95 Batch 94/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.015 Epoch 95 Batch 95/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 95 Batch 96/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.014 Epoch 95 Batch 97/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 95 Batch 98/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 95 Batch 99/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 95 Batch 100/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.012 Epoch 95 Batch 101/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.014 Epoch 95 Batch 102/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.008 Epoch 95 Batch 103/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 95 Batch 104/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 95 Batch 105/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 95 Batch 106/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.012 Epoch 95 Batch 107/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 95 Batch 108/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 95 Batch 109/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.010 Epoch 95 Batch 110/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.008 Epoch 95 Batch 111/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 95 Batch 112/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.009 Epoch 95 Batch 113/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.009 Epoch 95 Batch 114/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 95 Batch 115/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.009 Epoch 95 Batch 116/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.007 Epoch 95 Batch 117/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.008 Epoch 95 Batch 118/269 - Train Accuracy: 0.977, Validation Accuracy: 0.960, Loss: 0.008 Epoch 95 Batch 119/269 - Train Accuracy: 0.964, Validation Accuracy: 0.961, Loss: 0.010 Epoch 95 Batch 120/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 95 Batch 121/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.011 Epoch 95 Batch 122/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.011 Epoch 95 Batch 123/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.011 Epoch 95 Batch 124/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.008 Epoch 95 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.007 Epoch 95 Batch 126/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 95 Batch 127/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 95 Batch 128/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.012 Epoch 95 Batch 129/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 95 Batch 130/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.011 Epoch 95 Batch 131/269 - Train Accuracy: 0.961, Validation Accuracy: 0.965, Loss: 0.011 Epoch 95 Batch 132/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.014 Epoch 95 Batch 133/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 95 Batch 134/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 95 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 95 Batch 136/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.011 Epoch 95 Batch 137/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 95 Batch 138/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 95 Batch 139/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 95 Batch 140/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.008 Epoch 95 Batch 141/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 95 Batch 142/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.010 Epoch 95 Batch 143/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 95 Batch 144/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.008 Epoch 95 Batch 145/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.005 Epoch 95 Batch 146/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.011 Epoch 95 Batch 147/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 95 Batch 148/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 95 Batch 149/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.009 Epoch 95 Batch 150/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.011 Epoch 95 Batch 151/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 95 Batch 152/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 95 Batch 153/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.011 Epoch 95 Batch 154/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.008 Epoch 95 Batch 155/269 - Train Accuracy: 0.965, Validation Accuracy: 0.964, Loss: 0.010 Epoch 95 Batch 156/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.011 Epoch 95 Batch 157/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 95 Batch 158/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 95 Batch 159/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.007 Epoch 95 Batch 160/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 95 Batch 161/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 95 Batch 162/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 95 Batch 163/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.007 Epoch 95 Batch 164/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 95 Batch 165/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.008 Epoch 95 Batch 166/269 - Train Accuracy: 0.972, Validation Accuracy: 0.960, Loss: 0.009 Epoch 95 Batch 167/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.009 Epoch 95 Batch 168/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.011 Epoch 95 Batch 169/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 95 Batch 170/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.010 Epoch 95 Batch 171/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 95 Batch 172/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 95 Batch 173/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 95 Batch 174/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.009 Epoch 95 Batch 175/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.012 Epoch 95 Batch 176/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.006 Epoch 95 Batch 177/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 95 Batch 178/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.012 Epoch 95 Batch 179/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.007 Epoch 95 Batch 180/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 95 Batch 181/269 - Train Accuracy: 0.968, Validation Accuracy: 0.971, Loss: 0.011 Epoch 95 Batch 182/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 95 Batch 183/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 95 Batch 184/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 95 Batch 185/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.013 Epoch 95 Batch 186/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 95 Batch 187/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 95 Batch 188/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 95 Batch 189/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 95 Batch 190/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.008 Epoch 95 Batch 191/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.006 Epoch 95 Batch 192/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 95 Batch 193/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 95 Batch 194/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.009 Epoch 95 Batch 195/269 - Train Accuracy: 0.971, Validation Accuracy: 0.961, Loss: 0.009 Epoch 95 Batch 196/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.010 Epoch 95 Batch 197/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.010 Epoch 95 Batch 198/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.007 Epoch 95 Batch 199/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.009 Epoch 95 Batch 200/269 - Train Accuracy: 0.985, Validation Accuracy: 0.963, Loss: 0.007 Epoch 95 Batch 201/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 95 Batch 202/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.010 Epoch 95 Batch 203/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 95 Batch 204/269 - Train Accuracy: 0.981, Validation Accuracy: 0.960, Loss: 0.006 Epoch 95 Batch 205/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.007 Epoch 95 Batch 206/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.012 Epoch 95 Batch 207/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.010 Epoch 95 Batch 208/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.012 Epoch 95 Batch 209/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.008 Epoch 95 Batch 210/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 95 Batch 211/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.009 Epoch 95 Batch 212/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 95 Batch 213/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 95 Batch 214/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 95 Batch 215/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.008 Epoch 95 Batch 216/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.011 Epoch 95 Batch 217/269 - Train Accuracy: 0.963, Validation Accuracy: 0.964, Loss: 0.013 Epoch 95 Batch 218/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 95 Batch 219/269 - Train Accuracy: 0.981, Validation Accuracy: 0.964, Loss: 0.007 Epoch 95 Batch 220/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 95 Batch 221/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 95 Batch 222/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.010 Epoch 95 Batch 223/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.004 Epoch 95 Batch 224/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.015 Epoch 95 Batch 225/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 95 Batch 226/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.010 Epoch 95 Batch 227/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 95 Batch 228/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 95 Batch 229/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 95 Batch 230/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 95 Batch 231/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 95 Batch 232/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.007 Epoch 95 Batch 233/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.012 Epoch 95 Batch 234/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 95 Batch 235/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.007 Epoch 95 Batch 236/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.009 Epoch 95 Batch 237/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.007 Epoch 95 Batch 238/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.009 Epoch 95 Batch 239/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.008 Epoch 95 Batch 240/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.008 Epoch 95 Batch 241/269 - Train Accuracy: 0.959, Validation Accuracy: 0.969, Loss: 0.011 Epoch 95 Batch 242/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 95 Batch 243/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 95 Batch 244/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.008 Epoch 95 Batch 245/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.008 Epoch 95 Batch 246/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 95 Batch 247/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 95 Batch 248/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 95 Batch 249/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 95 Batch 250/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.010 Epoch 95 Batch 251/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 95 Batch 252/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.005 Epoch 95 Batch 253/269 - Train Accuracy: 0.965, Validation Accuracy: 0.966, Loss: 0.009 Epoch 95 Batch 254/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 95 Batch 255/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 95 Batch 256/269 - Train Accuracy: 0.968, Validation Accuracy: 0.964, Loss: 0.007 Epoch 95 Batch 257/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.012 Epoch 95 Batch 258/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 95 Batch 259/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 95 Batch 260/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.010 Epoch 95 Batch 261/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.006 Epoch 95 Batch 262/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 95 Batch 263/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.012 Epoch 95 Batch 264/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.010 Epoch 95 Batch 265/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 95 Batch 266/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 95 Batch 267/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 96 Batch 0/269 - Train Accuracy: 0.981, Validation Accuracy: 0.969, Loss: 0.013 Epoch 96 Batch 1/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 96 Batch 2/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 96 Batch 3/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 96 Batch 4/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 96 Batch 5/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 96 Batch 6/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.009 Epoch 96 Batch 7/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 96 Batch 8/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 96 Batch 9/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.007 Epoch 96 Batch 10/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 96 Batch 11/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 96 Batch 12/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.012 Epoch 96 Batch 13/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.007 Epoch 96 Batch 14/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 96 Batch 15/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.007 Epoch 96 Batch 16/269 - Train Accuracy: 0.965, Validation Accuracy: 0.968, Loss: 0.013 Epoch 96 Batch 17/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 96 Batch 18/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 96 Batch 19/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 96 Batch 20/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 96 Batch 21/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 96 Batch 22/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 96 Batch 23/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.010 Epoch 96 Batch 24/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 96 Batch 25/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 96 Batch 26/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.007 Epoch 96 Batch 27/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.008 Epoch 96 Batch 28/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.010 Epoch 96 Batch 29/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.010 Epoch 96 Batch 30/269 - Train Accuracy: 0.964, Validation Accuracy: 0.970, Loss: 0.009 Epoch 96 Batch 31/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 96 Batch 32/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 96 Batch 33/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.006 Epoch 96 Batch 34/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 96 Batch 35/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.011 Epoch 96 Batch 36/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 96 Batch 37/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 96 Batch 38/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.009 Epoch 96 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 96 Batch 40/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 96 Batch 41/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 96 Batch 42/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 96 Batch 43/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 96 Batch 44/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 96 Batch 45/269 - Train Accuracy: 0.961, Validation Accuracy: 0.969, Loss: 0.010 Epoch 96 Batch 46/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 96 Batch 47/269 - Train Accuracy: 0.983, Validation Accuracy: 0.968, Loss: 0.005 Epoch 96 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.011 Epoch 96 Batch 49/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.007 Epoch 96 Batch 50/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 96 Batch 51/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 96 Batch 52/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 96 Batch 53/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.011 Epoch 96 Batch 54/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.009 Epoch 96 Batch 55/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 96 Batch 56/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.012 Epoch 96 Batch 57/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.011 Epoch 96 Batch 58/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 96 Batch 59/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.007 Epoch 96 Batch 60/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.010 Epoch 96 Batch 61/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.010 Epoch 96 Batch 62/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 96 Batch 63/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 96 Batch 64/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 96 Batch 65/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 96 Batch 66/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.007 Epoch 96 Batch 67/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 96 Batch 68/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 96 Batch 69/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 96 Batch 70/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 96 Batch 71/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 96 Batch 72/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.007 Epoch 96 Batch 73/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.009 Epoch 96 Batch 74/269 - Train Accuracy: 0.978, Validation Accuracy: 0.956, Loss: 0.006 Epoch 96 Batch 75/269 - Train Accuracy: 0.966, Validation Accuracy: 0.958, Loss: 0.008 Epoch 96 Batch 76/269 - Train Accuracy: 0.973, Validation Accuracy: 0.958, Loss: 0.007 Epoch 96 Batch 77/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.010 Epoch 96 Batch 78/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 96 Batch 79/269 - Train Accuracy: 0.970, Validation Accuracy: 0.961, Loss: 0.010 Epoch 96 Batch 80/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.006 Epoch 96 Batch 81/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 96 Batch 82/269 - Train Accuracy: 0.984, Validation Accuracy: 0.963, Loss: 0.008 Epoch 96 Batch 83/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 96 Batch 84/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 96 Batch 85/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 96 Batch 86/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 96 Batch 87/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 96 Batch 88/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.007 Epoch 96 Batch 89/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 96 Batch 90/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 96 Batch 91/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 96 Batch 92/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.006 Epoch 96 Batch 93/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 96 Batch 94/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 96 Batch 95/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 96 Batch 96/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 96 Batch 97/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.010 Epoch 96 Batch 98/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.009 Epoch 96 Batch 99/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 96 Batch 100/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.009 Epoch 96 Batch 101/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.010 Epoch 96 Batch 102/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.007 Epoch 96 Batch 103/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.008 Epoch 96 Batch 104/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 96 Batch 105/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 96 Batch 106/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 96 Batch 107/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 96 Batch 108/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 96 Batch 109/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.010 Epoch 96 Batch 110/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.006 Epoch 96 Batch 111/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 96 Batch 112/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 96 Batch 113/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.006 Epoch 96 Batch 114/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 96 Batch 115/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 96 Batch 116/269 - Train Accuracy: 0.983, Validation Accuracy: 0.964, Loss: 0.007 Epoch 96 Batch 117/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 96 Batch 118/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.005 Epoch 96 Batch 119/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.008 Epoch 96 Batch 120/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.010 Epoch 96 Batch 121/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.005 Epoch 96 Batch 122/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.006 Epoch 96 Batch 123/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 96 Batch 124/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 96 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.006 Epoch 96 Batch 126/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 96 Batch 127/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 96 Batch 128/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.009 Epoch 96 Batch 129/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.008 Epoch 96 Batch 130/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.009 Epoch 96 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.010 Epoch 96 Batch 132/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.009 Epoch 96 Batch 133/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.011 Epoch 96 Batch 134/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 96 Batch 135/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 96 Batch 136/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.009 Epoch 96 Batch 137/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 96 Batch 138/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 96 Batch 139/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 96 Batch 140/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 96 Batch 141/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.008 Epoch 96 Batch 142/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 96 Batch 143/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 96 Batch 144/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 96 Batch 145/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.004 Epoch 96 Batch 146/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.005 Epoch 96 Batch 147/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 96 Batch 148/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 96 Batch 149/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 96 Batch 150/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 96 Batch 151/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.007 Epoch 96 Batch 152/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.007 Epoch 96 Batch 153/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 96 Batch 154/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 96 Batch 155/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 96 Batch 156/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 96 Batch 157/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 96 Batch 158/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.008 Epoch 96 Batch 159/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.013 Epoch 96 Batch 160/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.007 Epoch 96 Batch 161/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.006 Epoch 96 Batch 162/269 - Train Accuracy: 0.975, Validation Accuracy: 0.961, Loss: 0.008 Epoch 96 Batch 163/269 - Train Accuracy: 0.980, Validation Accuracy: 0.961, Loss: 0.007 Epoch 96 Batch 164/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 96 Batch 165/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.011 Epoch 96 Batch 166/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.007 Epoch 96 Batch 167/269 - Train Accuracy: 0.979, Validation Accuracy: 0.960, Loss: 0.009 Epoch 96 Batch 168/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 96 Batch 169/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.009 Epoch 96 Batch 170/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.010 Epoch 96 Batch 171/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 96 Batch 172/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 96 Batch 173/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 96 Batch 174/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 96 Batch 175/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 96 Batch 176/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.008 Epoch 96 Batch 177/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 96 Batch 178/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.007 Epoch 96 Batch 179/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.004 Epoch 96 Batch 180/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 96 Batch 181/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 96 Batch 182/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 96 Batch 183/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.007 Epoch 96 Batch 184/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.010 Epoch 96 Batch 185/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.011 Epoch 96 Batch 186/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 96 Batch 187/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.009 Epoch 96 Batch 188/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 96 Batch 189/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.005 Epoch 96 Batch 190/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 96 Batch 191/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 96 Batch 192/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 96 Batch 193/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 96 Batch 194/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 96 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 96 Batch 196/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 96 Batch 197/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 96 Batch 198/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 96 Batch 199/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.011 Epoch 96 Batch 200/269 - Train Accuracy: 0.982, Validation Accuracy: 0.965, Loss: 0.006 Epoch 96 Batch 201/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 96 Batch 202/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 96 Batch 203/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.009 Epoch 96 Batch 204/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.005 Epoch 96 Batch 205/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.006 Epoch 96 Batch 206/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.009 Epoch 96 Batch 207/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 96 Batch 208/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 96 Batch 209/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 96 Batch 210/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.005 Epoch 96 Batch 211/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 96 Batch 212/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 96 Batch 213/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 96 Batch 214/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.008 Epoch 96 Batch 215/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.008 Epoch 96 Batch 216/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 96 Batch 217/269 - Train Accuracy: 0.964, Validation Accuracy: 0.966, Loss: 0.011 Epoch 96 Batch 218/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.008 Epoch 96 Batch 219/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 96 Batch 220/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.006 Epoch 96 Batch 221/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.007 Epoch 96 Batch 222/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.007 Epoch 96 Batch 223/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 96 Batch 224/269 - Train Accuracy: 0.964, Validation Accuracy: 0.965, Loss: 0.011 Epoch 96 Batch 225/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 96 Batch 226/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.006 Epoch 96 Batch 227/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 96 Batch 228/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 96 Batch 229/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.006 Epoch 96 Batch 230/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.005 Epoch 96 Batch 231/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 96 Batch 232/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 96 Batch 233/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.010 Epoch 96 Batch 234/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 96 Batch 235/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.006 Epoch 96 Batch 236/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.009 Epoch 96 Batch 237/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.011 Epoch 96 Batch 238/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 96 Batch 239/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 96 Batch 240/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 96 Batch 241/269 - Train Accuracy: 0.964, Validation Accuracy: 0.969, Loss: 0.011 Epoch 96 Batch 242/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.006 Epoch 96 Batch 243/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.005 Epoch 96 Batch 244/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 96 Batch 245/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.008 Epoch 96 Batch 246/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 96 Batch 247/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 96 Batch 248/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 96 Batch 249/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.010 Epoch 96 Batch 250/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 96 Batch 251/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 96 Batch 252/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.006 Epoch 96 Batch 253/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 96 Batch 254/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 96 Batch 255/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 96 Batch 256/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.010 Epoch 96 Batch 257/269 - Train Accuracy: 0.968, Validation Accuracy: 0.963, Loss: 0.011 Epoch 96 Batch 258/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 96 Batch 259/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.006 Epoch 96 Batch 260/269 - Train Accuracy: 0.970, Validation Accuracy: 0.962, Loss: 0.009 Epoch 96 Batch 261/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.009 Epoch 96 Batch 262/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.011 Epoch 96 Batch 263/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.008 Epoch 96 Batch 264/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.008 Epoch 96 Batch 265/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.011 Epoch 96 Batch 266/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 96 Batch 267/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 97 Batch 0/269 - Train Accuracy: 0.975, Validation Accuracy: 0.960, Loss: 0.005 Epoch 97 Batch 1/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.010 Epoch 97 Batch 2/269 - Train Accuracy: 0.974, Validation Accuracy: 0.960, Loss: 0.009 Epoch 97 Batch 3/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.010 Epoch 97 Batch 4/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.010 Epoch 97 Batch 5/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 97 Batch 6/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 97 Batch 7/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 97 Batch 8/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.010 Epoch 97 Batch 9/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.010 Epoch 97 Batch 10/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 97 Batch 11/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.009 Epoch 97 Batch 12/269 - Train Accuracy: 0.972, Validation Accuracy: 0.973, Loss: 0.008 Epoch 97 Batch 13/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.006 Epoch 97 Batch 14/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.008 Epoch 97 Batch 15/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.004 Epoch 97 Batch 16/269 - Train Accuracy: 0.968, Validation Accuracy: 0.972, Loss: 0.013 Epoch 97 Batch 17/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.009 Epoch 97 Batch 18/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.008 Epoch 97 Batch 19/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.009 Epoch 97 Batch 20/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.008 Epoch 97 Batch 21/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.011 Epoch 97 Batch 22/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 97 Batch 23/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 97 Batch 24/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 97 Batch 25/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.013 Epoch 97 Batch 26/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 97 Batch 27/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.007 Epoch 97 Batch 28/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.011 Epoch 97 Batch 29/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.011 Epoch 97 Batch 30/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 97 Batch 31/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 97 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 97 Batch 33/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 97 Batch 34/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.009 Epoch 97 Batch 35/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 97 Batch 36/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.008 Epoch 97 Batch 37/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 97 Batch 38/269 - Train Accuracy: 0.975, Validation Accuracy: 0.972, Loss: 0.005 Epoch 97 Batch 39/269 - Train Accuracy: 0.970, Validation Accuracy: 0.972, Loss: 0.008 Epoch 97 Batch 40/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 97 Batch 41/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.008 Epoch 97 Batch 42/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.010 Epoch 97 Batch 43/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 97 Batch 44/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.007 Epoch 97 Batch 45/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 97 Batch 46/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.006 Epoch 97 Batch 47/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.005 Epoch 97 Batch 48/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.007 Epoch 97 Batch 49/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 97 Batch 50/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.010 Epoch 97 Batch 51/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 97 Batch 52/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 97 Batch 53/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.009 Epoch 97 Batch 54/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.010 Epoch 97 Batch 55/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.008 Epoch 97 Batch 56/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.010 Epoch 97 Batch 57/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 97 Batch 58/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.009 Epoch 97 Batch 59/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 97 Batch 60/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 97 Batch 61/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 97 Batch 62/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 97 Batch 63/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 97 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 97 Batch 65/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 97 Batch 66/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.010 Epoch 97 Batch 67/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 97 Batch 68/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 97 Batch 69/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.013 Epoch 97 Batch 70/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 97 Batch 71/269 - Train Accuracy: 0.967, Validation Accuracy: 0.963, Loss: 0.012 Epoch 97 Batch 72/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.007 Epoch 97 Batch 73/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.008 Epoch 97 Batch 74/269 - Train Accuracy: 0.976, Validation Accuracy: 0.960, Loss: 0.007 Epoch 97 Batch 75/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.008 Epoch 97 Batch 76/269 - Train Accuracy: 0.971, Validation Accuracy: 0.960, Loss: 0.007 Epoch 97 Batch 77/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.006 Epoch 97 Batch 78/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.007 Epoch 97 Batch 79/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.009 Epoch 97 Batch 80/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.007 Epoch 97 Batch 81/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.009 Epoch 97 Batch 82/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.007 Epoch 97 Batch 83/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.007 Epoch 97 Batch 84/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 97 Batch 85/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.006 Epoch 97 Batch 86/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.007 Epoch 97 Batch 87/269 - Train Accuracy: 0.972, Validation Accuracy: 0.961, Loss: 0.012 Epoch 97 Batch 88/269 - Train Accuracy: 0.978, Validation Accuracy: 0.960, Loss: 0.008 Epoch 97 Batch 89/269 - Train Accuracy: 0.978, Validation Accuracy: 0.962, Loss: 0.011 Epoch 97 Batch 90/269 - Train Accuracy: 0.969, Validation Accuracy: 0.962, Loss: 0.007 Epoch 97 Batch 91/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.011 Epoch 97 Batch 92/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.006 Epoch 97 Batch 93/269 - Train Accuracy: 0.973, Validation Accuracy: 0.962, Loss: 0.006 Epoch 97 Batch 94/269 - Train Accuracy: 0.968, Validation Accuracy: 0.961, Loss: 0.012 Epoch 97 Batch 95/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 97 Batch 96/269 - Train Accuracy: 0.964, Validation Accuracy: 0.964, Loss: 0.007 Epoch 97 Batch 97/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 97 Batch 98/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 97 Batch 99/269 - Train Accuracy: 0.977, Validation Accuracy: 0.964, Loss: 0.005 Epoch 97 Batch 100/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 97 Batch 101/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.012 Epoch 97 Batch 102/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 97 Batch 103/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 97 Batch 104/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 97 Batch 105/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 97 Batch 106/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 97 Batch 107/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.008 Epoch 97 Batch 108/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 97 Batch 109/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 97 Batch 110/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 97 Batch 111/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 97 Batch 112/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.007 Epoch 97 Batch 113/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 97 Batch 114/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 97 Batch 115/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.009 Epoch 97 Batch 116/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 97 Batch 117/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.006 Epoch 97 Batch 118/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 97 Batch 119/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.008 Epoch 97 Batch 120/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 97 Batch 121/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.009 Epoch 97 Batch 122/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.008 Epoch 97 Batch 123/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.007 Epoch 97 Batch 124/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 97 Batch 125/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.007 Epoch 97 Batch 126/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 97 Batch 127/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.010 Epoch 97 Batch 128/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 97 Batch 129/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.008 Epoch 97 Batch 130/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.009 Epoch 97 Batch 131/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.007 Epoch 97 Batch 132/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.011 Epoch 97 Batch 133/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 97 Batch 134/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.008 Epoch 97 Batch 135/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.007 Epoch 97 Batch 136/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.008 Epoch 97 Batch 137/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.010 Epoch 97 Batch 138/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.009 Epoch 97 Batch 139/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.009 Epoch 97 Batch 140/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.009 Epoch 97 Batch 141/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.008 Epoch 97 Batch 142/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.009 Epoch 97 Batch 143/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 97 Batch 144/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 97 Batch 145/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.006 Epoch 97 Batch 146/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 97 Batch 147/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.010 Epoch 97 Batch 148/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.009 Epoch 97 Batch 149/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.008 Epoch 97 Batch 150/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.010 Epoch 97 Batch 151/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 97 Batch 152/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 97 Batch 153/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.010 Epoch 97 Batch 154/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 97 Batch 155/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 97 Batch 156/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.008 Epoch 97 Batch 157/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 97 Batch 158/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.010 Epoch 97 Batch 159/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 97 Batch 160/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 97 Batch 161/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 97 Batch 162/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.006 Epoch 97 Batch 163/269 - Train Accuracy: 0.982, Validation Accuracy: 0.969, Loss: 0.006 Epoch 97 Batch 164/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.010 Epoch 97 Batch 165/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 97 Batch 166/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.009 Epoch 97 Batch 167/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.008 Epoch 97 Batch 168/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 97 Batch 169/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 97 Batch 170/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 97 Batch 171/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 97 Batch 172/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 97 Batch 173/269 - Train Accuracy: 0.970, Validation Accuracy: 0.969, Loss: 0.008 Epoch 97 Batch 174/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.010 Epoch 97 Batch 175/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 97 Batch 176/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 97 Batch 177/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 97 Batch 178/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 97 Batch 179/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 97 Batch 180/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.009 Epoch 97 Batch 181/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 97 Batch 182/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 97 Batch 183/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.010 Epoch 97 Batch 184/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.010 Epoch 97 Batch 185/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.010 Epoch 97 Batch 186/269 - Train Accuracy: 0.975, Validation Accuracy: 0.973, Loss: 0.008 Epoch 97 Batch 187/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.010 Epoch 97 Batch 188/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.010 Epoch 97 Batch 189/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.007 Epoch 97 Batch 190/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.008 Epoch 97 Batch 191/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.007 Epoch 97 Batch 192/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.008 Epoch 97 Batch 193/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 97 Batch 194/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 97 Batch 195/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 97 Batch 196/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 97 Batch 197/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.011 Epoch 97 Batch 198/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 97 Batch 199/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.007 Epoch 97 Batch 200/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 97 Batch 201/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 97 Batch 202/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.009 Epoch 97 Batch 203/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.009 Epoch 97 Batch 204/269 - Train Accuracy: 0.980, Validation Accuracy: 0.964, Loss: 0.008 Epoch 97 Batch 205/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 97 Batch 206/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.010 Epoch 97 Batch 207/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 97 Batch 208/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 97 Batch 209/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.007 Epoch 97 Batch 210/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.008 Epoch 97 Batch 211/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 97 Batch 212/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 97 Batch 213/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.009 Epoch 97 Batch 214/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 97 Batch 215/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 97 Batch 216/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.010 Epoch 97 Batch 217/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.009 Epoch 97 Batch 218/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.010 Epoch 97 Batch 219/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.009 Epoch 97 Batch 220/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 97 Batch 221/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 97 Batch 222/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.005 Epoch 97 Batch 223/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 97 Batch 224/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.010 Epoch 97 Batch 225/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 97 Batch 226/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.009 Epoch 97 Batch 227/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.010 Epoch 97 Batch 228/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.007 Epoch 97 Batch 229/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.008 Epoch 97 Batch 230/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.010 Epoch 97 Batch 231/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 97 Batch 232/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 97 Batch 233/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.009 Epoch 97 Batch 234/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 97 Batch 235/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.008 Epoch 97 Batch 236/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.008 Epoch 97 Batch 237/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.008 Epoch 97 Batch 238/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.012 Epoch 97 Batch 239/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 97 Batch 240/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 97 Batch 241/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 97 Batch 242/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.008 Epoch 97 Batch 243/269 - Train Accuracy: 0.975, Validation Accuracy: 0.963, Loss: 0.009 Epoch 97 Batch 244/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.006 Epoch 97 Batch 245/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 97 Batch 246/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.011 Epoch 97 Batch 247/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 97 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 97 Batch 249/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 97 Batch 250/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 97 Batch 251/269 - Train Accuracy: 0.976, Validation Accuracy: 0.963, Loss: 0.010 Epoch 97 Batch 252/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.007 Epoch 97 Batch 253/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.012 Epoch 97 Batch 254/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 97 Batch 255/269 - Train Accuracy: 0.968, Validation Accuracy: 0.966, Loss: 0.012 Epoch 97 Batch 256/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 97 Batch 257/269 - Train Accuracy: 0.970, Validation Accuracy: 0.968, Loss: 0.010 Epoch 97 Batch 258/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.006 Epoch 97 Batch 259/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 97 Batch 260/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 97 Batch 261/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.007 Epoch 97 Batch 262/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.010 Epoch 97 Batch 263/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.012 Epoch 97 Batch 264/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.011 Epoch 97 Batch 265/269 - Train Accuracy: 0.979, Validation Accuracy: 0.961, Loss: 0.007 Epoch 97 Batch 266/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.007 Epoch 97 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.009 Epoch 98 Batch 0/269 - Train Accuracy: 0.978, Validation Accuracy: 0.961, Loss: 0.009 Epoch 98 Batch 1/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 98 Batch 2/269 - Train Accuracy: 0.973, Validation Accuracy: 0.961, Loss: 0.011 Epoch 98 Batch 3/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.010 Epoch 98 Batch 4/269 - Train Accuracy: 0.972, Validation Accuracy: 0.959, Loss: 0.007 Epoch 98 Batch 5/269 - Train Accuracy: 0.973, Validation Accuracy: 0.960, Loss: 0.007 Epoch 98 Batch 6/269 - Train Accuracy: 0.977, Validation Accuracy: 0.961, Loss: 0.007 Epoch 98 Batch 7/269 - Train Accuracy: 0.975, Validation Accuracy: 0.962, Loss: 0.009 Epoch 98 Batch 8/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.011 Epoch 98 Batch 9/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.009 Epoch 98 Batch 10/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.007 Epoch 98 Batch 11/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.008 Epoch 98 Batch 12/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.012 Epoch 98 Batch 13/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 98 Batch 14/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 98 Batch 15/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 98 Batch 16/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.012 Epoch 98 Batch 17/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.008 Epoch 98 Batch 18/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 98 Batch 19/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 98 Batch 20/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.010 Epoch 98 Batch 21/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.009 Epoch 98 Batch 22/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 98 Batch 23/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.013 Epoch 98 Batch 24/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 98 Batch 25/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 98 Batch 26/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.012 Epoch 98 Batch 27/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 28/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.006 Epoch 98 Batch 29/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 98 Batch 30/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.014 Epoch 98 Batch 31/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 98 Batch 32/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 98 Batch 33/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 98 Batch 34/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.005 Epoch 98 Batch 35/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.010 Epoch 98 Batch 36/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 98 Batch 37/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.010 Epoch 98 Batch 38/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 98 Batch 39/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 40/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 41/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 42/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 43/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 98 Batch 44/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.010 Epoch 98 Batch 45/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.009 Epoch 98 Batch 46/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.006 Epoch 98 Batch 47/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.005 Epoch 98 Batch 48/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.007 Epoch 98 Batch 49/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 98 Batch 50/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.010 Epoch 98 Batch 51/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 52/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.005 Epoch 98 Batch 53/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 98 Batch 54/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 55/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 98 Batch 56/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 98 Batch 57/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 98 Batch 58/269 - Train Accuracy: 0.971, Validation Accuracy: 0.970, Loss: 0.009 Epoch 98 Batch 59/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.006 Epoch 98 Batch 60/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.008 Epoch 98 Batch 61/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 98 Batch 62/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 98 Batch 63/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 98 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 98 Batch 65/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.006 Epoch 98 Batch 66/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 98 Batch 67/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 98 Batch 68/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.009 Epoch 98 Batch 69/269 - Train Accuracy: 0.968, Validation Accuracy: 0.967, Loss: 0.013 Epoch 98 Batch 70/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.008 Epoch 98 Batch 71/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.009 Epoch 98 Batch 72/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 98 Batch 73/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 98 Batch 74/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.007 Epoch 98 Batch 75/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.014 Epoch 98 Batch 76/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 98 Batch 77/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.010 Epoch 98 Batch 78/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.008 Epoch 98 Batch 79/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.010 Epoch 98 Batch 80/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 98 Batch 81/269 - Train Accuracy: 0.979, Validation Accuracy: 0.964, Loss: 0.006 Epoch 98 Batch 82/269 - Train Accuracy: 0.979, Validation Accuracy: 0.962, Loss: 0.007 Epoch 98 Batch 83/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.012 Epoch 98 Batch 84/269 - Train Accuracy: 0.974, Validation Accuracy: 0.962, Loss: 0.006 Epoch 98 Batch 85/269 - Train Accuracy: 0.980, Validation Accuracy: 0.965, Loss: 0.008 Epoch 98 Batch 86/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.006 Epoch 98 Batch 87/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 98 Batch 88/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.010 Epoch 98 Batch 89/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 98 Batch 90/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.008 Epoch 98 Batch 91/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.007 Epoch 98 Batch 92/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.007 Epoch 98 Batch 93/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.006 Epoch 98 Batch 94/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.014 Epoch 98 Batch 95/269 - Train Accuracy: 0.978, Validation Accuracy: 0.963, Loss: 0.007 Epoch 98 Batch 96/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.008 Epoch 98 Batch 97/269 - Train Accuracy: 0.977, Validation Accuracy: 0.962, Loss: 0.008 Epoch 98 Batch 98/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.010 Epoch 98 Batch 99/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.014 Epoch 98 Batch 100/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.011 Epoch 98 Batch 101/269 - Train Accuracy: 0.972, Validation Accuracy: 0.963, Loss: 0.013 Epoch 98 Batch 102/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 98 Batch 103/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 98 Batch 104/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 98 Batch 105/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 98 Batch 106/269 - Train Accuracy: 0.967, Validation Accuracy: 0.970, Loss: 0.009 Epoch 98 Batch 107/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.007 Epoch 98 Batch 108/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.012 Epoch 98 Batch 109/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 98 Batch 110/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 98 Batch 111/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.007 Epoch 98 Batch 112/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.009 Epoch 98 Batch 113/269 - Train Accuracy: 0.967, Validation Accuracy: 0.965, Loss: 0.010 Epoch 98 Batch 114/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.010 Epoch 98 Batch 115/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 98 Batch 116/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 98 Batch 117/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 98 Batch 118/269 - Train Accuracy: 0.981, Validation Accuracy: 0.967, Loss: 0.006 Epoch 98 Batch 119/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.010 Epoch 98 Batch 120/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.010 Epoch 98 Batch 121/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.008 Epoch 98 Batch 122/269 - Train Accuracy: 0.970, Validation Accuracy: 0.971, Loss: 0.011 Epoch 98 Batch 123/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.007 Epoch 98 Batch 124/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 98 Batch 125/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.006 Epoch 98 Batch 126/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.008 Epoch 98 Batch 127/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 98 Batch 128/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.010 Epoch 98 Batch 129/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.011 Epoch 98 Batch 130/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.011 Epoch 98 Batch 131/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.011 Epoch 98 Batch 132/269 - Train Accuracy: 0.971, Validation Accuracy: 0.972, Loss: 0.011 Epoch 98 Batch 133/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.009 Epoch 98 Batch 134/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.007 Epoch 98 Batch 135/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.007 Epoch 98 Batch 136/269 - Train Accuracy: 0.972, Validation Accuracy: 0.972, Loss: 0.010 Epoch 98 Batch 137/269 - Train Accuracy: 0.971, Validation Accuracy: 0.973, Loss: 0.010 Epoch 98 Batch 138/269 - Train Accuracy: 0.973, Validation Accuracy: 0.973, Loss: 0.008 Epoch 98 Batch 139/269 - Train Accuracy: 0.969, Validation Accuracy: 0.973, Loss: 0.008 Epoch 98 Batch 140/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 98 Batch 141/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.010 Epoch 98 Batch 142/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.010 Epoch 98 Batch 143/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.007 Epoch 98 Batch 144/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 98 Batch 145/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.005 Epoch 98 Batch 146/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.009 Epoch 98 Batch 147/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.010 Epoch 98 Batch 148/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.011 Epoch 98 Batch 149/269 - Train Accuracy: 0.980, Validation Accuracy: 0.963, Loss: 0.008 Epoch 98 Batch 150/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.011 Epoch 98 Batch 151/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.010 Epoch 98 Batch 152/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.009 Epoch 98 Batch 153/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.008 Epoch 98 Batch 154/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.007 Epoch 98 Batch 155/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.006 Epoch 98 Batch 156/269 - Train Accuracy: 0.972, Validation Accuracy: 0.964, Loss: 0.012 Epoch 98 Batch 157/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 98 Batch 158/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 159/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 98 Batch 160/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 161/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.012 Epoch 98 Batch 162/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.009 Epoch 98 Batch 163/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.013 Epoch 98 Batch 164/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 165/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 98 Batch 166/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 167/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 98 Batch 168/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.010 Epoch 98 Batch 169/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 98 Batch 170/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.013 Epoch 98 Batch 171/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.011 Epoch 98 Batch 172/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.010 Epoch 98 Batch 173/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.009 Epoch 98 Batch 174/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.009 Epoch 98 Batch 175/269 - Train Accuracy: 0.969, Validation Accuracy: 0.970, Loss: 0.013 Epoch 98 Batch 176/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.008 Epoch 98 Batch 177/269 - Train Accuracy: 0.977, Validation Accuracy: 0.972, Loss: 0.009 Epoch 98 Batch 178/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.008 Epoch 98 Batch 179/269 - Train Accuracy: 0.979, Validation Accuracy: 0.972, Loss: 0.006 Epoch 98 Batch 180/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.008 Epoch 98 Batch 181/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.011 Epoch 98 Batch 182/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 98 Batch 183/269 - Train Accuracy: 0.982, Validation Accuracy: 0.971, Loss: 0.006 Epoch 98 Batch 184/269 - Train Accuracy: 0.966, Validation Accuracy: 0.971, Loss: 0.008 Epoch 98 Batch 185/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.009 Epoch 98 Batch 186/269 - Train Accuracy: 0.975, Validation Accuracy: 0.973, Loss: 0.008 Epoch 98 Batch 187/269 - Train Accuracy: 0.977, Validation Accuracy: 0.973, Loss: 0.008 Epoch 98 Batch 188/269 - Train Accuracy: 0.975, Validation Accuracy: 0.973, Loss: 0.010 Epoch 98 Batch 189/269 - Train Accuracy: 0.981, Validation Accuracy: 0.972, Loss: 0.007 Epoch 98 Batch 190/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.008 Epoch 98 Batch 191/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.009 Epoch 98 Batch 192/269 - Train Accuracy: 0.980, Validation Accuracy: 0.972, Loss: 0.006 Epoch 98 Batch 193/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.007 Epoch 98 Batch 194/269 - Train Accuracy: 0.974, Validation Accuracy: 0.971, Loss: 0.010 Epoch 98 Batch 195/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.008 Epoch 98 Batch 196/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.009 Epoch 98 Batch 197/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.009 Epoch 98 Batch 198/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 98 Batch 199/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.015 Epoch 98 Batch 200/269 - Train Accuracy: 0.984, Validation Accuracy: 0.966, Loss: 0.007 Epoch 98 Batch 201/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 98 Batch 202/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.009 Epoch 98 Batch 203/269 - Train Accuracy: 0.974, Validation Accuracy: 0.965, Loss: 0.009 Epoch 98 Batch 204/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.008 Epoch 98 Batch 205/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 98 Batch 206/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 98 Batch 207/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.009 Epoch 98 Batch 208/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.012 Epoch 98 Batch 209/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.008 Epoch 98 Batch 210/269 - Train Accuracy: 0.982, Validation Accuracy: 0.964, Loss: 0.009 Epoch 98 Batch 211/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 98 Batch 212/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.011 Epoch 98 Batch 213/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 98 Batch 214/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.007 Epoch 98 Batch 215/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.009 Epoch 98 Batch 216/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.009 Epoch 98 Batch 217/269 - Train Accuracy: 0.962, Validation Accuracy: 0.966, Loss: 0.012 Epoch 98 Batch 218/269 - Train Accuracy: 0.980, Validation Accuracy: 0.967, Loss: 0.008 Epoch 98 Batch 219/269 - Train Accuracy: 0.975, Validation Accuracy: 0.965, Loss: 0.010 Epoch 98 Batch 220/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 98 Batch 221/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.006 Epoch 98 Batch 222/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.008 Epoch 98 Batch 223/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.005 Epoch 98 Batch 224/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.010 Epoch 98 Batch 225/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 226/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.011 Epoch 98 Batch 227/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.013 Epoch 98 Batch 228/269 - Train Accuracy: 0.980, Validation Accuracy: 0.966, Loss: 0.006 Epoch 98 Batch 229/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 98 Batch 230/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 98 Batch 231/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.010 Epoch 98 Batch 232/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 98 Batch 233/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 234/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.007 Epoch 98 Batch 235/269 - Train Accuracy: 0.981, Validation Accuracy: 0.970, Loss: 0.004 Epoch 98 Batch 236/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.007 Epoch 98 Batch 237/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 98 Batch 238/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 98 Batch 239/269 - Train Accuracy: 0.979, Validation Accuracy: 0.971, Loss: 0.009 Epoch 98 Batch 240/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.008 Epoch 98 Batch 241/269 - Train Accuracy: 0.962, Validation Accuracy: 0.971, Loss: 0.010 Epoch 98 Batch 242/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.009 Epoch 98 Batch 243/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 98 Batch 244/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 98 Batch 245/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 246/269 - Train Accuracy: 0.967, Validation Accuracy: 0.968, Loss: 0.012 Epoch 98 Batch 247/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.009 Epoch 98 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.006 Epoch 98 Batch 249/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 250/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 98 Batch 251/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.010 Epoch 98 Batch 252/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 98 Batch 253/269 - Train Accuracy: 0.978, Validation Accuracy: 0.971, Loss: 0.008 Epoch 98 Batch 254/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.010 Epoch 98 Batch 255/269 - Train Accuracy: 0.978, Validation Accuracy: 0.972, Loss: 0.008 Epoch 98 Batch 256/269 - Train Accuracy: 0.972, Validation Accuracy: 0.973, Loss: 0.010 Epoch 98 Batch 257/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.010 Epoch 98 Batch 258/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 98 Batch 259/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 98 Batch 260/269 - Train Accuracy: 0.973, Validation Accuracy: 0.967, Loss: 0.008 Epoch 98 Batch 261/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 98 Batch 262/269 - Train Accuracy: 0.972, Validation Accuracy: 0.966, Loss: 0.008 Epoch 98 Batch 263/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.010 Epoch 98 Batch 264/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 98 Batch 265/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.011 Epoch 98 Batch 266/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 98 Batch 267/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.010 Epoch 99 Batch 0/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.006 Epoch 99 Batch 1/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.006 Epoch 99 Batch 2/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 99 Batch 3/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.007 Epoch 99 Batch 4/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 5/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.008 Epoch 99 Batch 6/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.007 Epoch 99 Batch 7/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 99 Batch 8/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.012 Epoch 99 Batch 9/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 99 Batch 10/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 99 Batch 11/269 - Train Accuracy: 0.969, Validation Accuracy: 0.963, Loss: 0.010 Epoch 99 Batch 12/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 99 Batch 13/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.006 Epoch 99 Batch 14/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 99 Batch 15/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.006 Epoch 99 Batch 16/269 - Train Accuracy: 0.969, Validation Accuracy: 0.966, Loss: 0.012 Epoch 99 Batch 17/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.008 Epoch 99 Batch 18/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 99 Batch 19/269 - Train Accuracy: 0.983, Validation Accuracy: 0.967, Loss: 0.006 Epoch 99 Batch 20/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 99 Batch 21/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.007 Epoch 99 Batch 22/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.007 Epoch 99 Batch 23/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 24/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.008 Epoch 99 Batch 25/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.006 Epoch 99 Batch 26/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.006 Epoch 99 Batch 27/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 99 Batch 28/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 99 Batch 29/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.009 Epoch 99 Batch 30/269 - Train Accuracy: 0.967, Validation Accuracy: 0.969, Loss: 0.009 Epoch 99 Batch 31/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 99 Batch 32/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.008 Epoch 99 Batch 33/269 - Train Accuracy: 0.975, Validation Accuracy: 0.970, Loss: 0.009 Epoch 99 Batch 34/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.008 Epoch 99 Batch 35/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.011 Epoch 99 Batch 36/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.008 Epoch 99 Batch 37/269 - Train Accuracy: 0.981, Validation Accuracy: 0.971, Loss: 0.008 Epoch 99 Batch 38/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.007 Epoch 99 Batch 39/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.007 Epoch 99 Batch 40/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.008 Epoch 99 Batch 41/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.008 Epoch 99 Batch 42/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 99 Batch 43/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 99 Batch 44/269 - Train Accuracy: 0.973, Validation Accuracy: 0.970, Loss: 0.009 Epoch 99 Batch 45/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.007 Epoch 99 Batch 46/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 99 Batch 47/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 48/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.009 Epoch 99 Batch 49/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.007 Epoch 99 Batch 50/269 - Train Accuracy: 0.965, Validation Accuracy: 0.971, Loss: 0.010 Epoch 99 Batch 51/269 - Train Accuracy: 0.972, Validation Accuracy: 0.969, Loss: 0.010 Epoch 99 Batch 52/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 99 Batch 53/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 99 Batch 54/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 55/269 - Train Accuracy: 0.973, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 56/269 - Train Accuracy: 0.968, Validation Accuracy: 0.965, Loss: 0.009 Epoch 99 Batch 57/269 - Train Accuracy: 0.970, Validation Accuracy: 0.965, Loss: 0.012 Epoch 99 Batch 58/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.009 Epoch 99 Batch 59/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.005 Epoch 99 Batch 60/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.007 Epoch 99 Batch 61/269 - Train Accuracy: 0.967, Validation Accuracy: 0.967, Loss: 0.009 Epoch 99 Batch 62/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.010 Epoch 99 Batch 63/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.008 Epoch 99 Batch 64/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.009 Epoch 99 Batch 65/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.008 Epoch 99 Batch 66/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 67/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.008 Epoch 99 Batch 68/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 99 Batch 69/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.011 Epoch 99 Batch 70/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 99 Batch 71/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.011 Epoch 99 Batch 72/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.009 Epoch 99 Batch 73/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.009 Epoch 99 Batch 74/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.008 Epoch 99 Batch 75/269 - Train Accuracy: 0.971, Validation Accuracy: 0.964, Loss: 0.009 Epoch 99 Batch 76/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.008 Epoch 99 Batch 77/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.008 Epoch 99 Batch 78/269 - Train Accuracy: 0.975, Validation Accuracy: 0.964, Loss: 0.009 Epoch 99 Batch 79/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.008 Epoch 99 Batch 80/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 99 Batch 81/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.008 Epoch 99 Batch 82/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.006 Epoch 99 Batch 83/269 - Train Accuracy: 0.974, Validation Accuracy: 0.966, Loss: 0.009 Epoch 99 Batch 84/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.007 Epoch 99 Batch 85/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 86/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 99 Batch 87/269 - Train Accuracy: 0.978, Validation Accuracy: 0.966, Loss: 0.006 Epoch 99 Batch 88/269 - Train Accuracy: 0.981, Validation Accuracy: 0.965, Loss: 0.005 Epoch 99 Batch 89/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.007 Epoch 99 Batch 90/269 - Train Accuracy: 0.970, Validation Accuracy: 0.964, Loss: 0.011 Epoch 99 Batch 91/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.008 Epoch 99 Batch 92/269 - Train Accuracy: 0.969, Validation Accuracy: 0.964, Loss: 0.008 Epoch 99 Batch 93/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.005 Epoch 99 Batch 94/269 - Train Accuracy: 0.970, Validation Accuracy: 0.967, Loss: 0.009 Epoch 99 Batch 95/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.007 Epoch 99 Batch 96/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 99 Batch 97/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.008 Epoch 99 Batch 98/269 - Train Accuracy: 0.982, Validation Accuracy: 0.967, Loss: 0.009 Epoch 99 Batch 99/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.008 Epoch 99 Batch 100/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.007 Epoch 99 Batch 101/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.012 Epoch 99 Batch 102/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.006 Epoch 99 Batch 103/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.010 Epoch 99 Batch 104/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 99 Batch 105/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.008 Epoch 99 Batch 106/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 99 Batch 107/269 - Train Accuracy: 0.966, Validation Accuracy: 0.965, Loss: 0.009 Epoch 99 Batch 108/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.009 Epoch 99 Batch 109/269 - Train Accuracy: 0.968, Validation Accuracy: 0.968, Loss: 0.012 Epoch 99 Batch 110/269 - Train Accuracy: 0.976, Validation Accuracy: 0.969, Loss: 0.007 Epoch 99 Batch 111/269 - Train Accuracy: 0.969, Validation Accuracy: 0.969, Loss: 0.010 Epoch 99 Batch 112/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 99 Batch 113/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.009 Epoch 99 Batch 114/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.010 Epoch 99 Batch 115/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.008 Epoch 99 Batch 116/269 - Train Accuracy: 0.977, Validation Accuracy: 0.963, Loss: 0.009 Epoch 99 Batch 117/269 - Train Accuracy: 0.974, Validation Accuracy: 0.961, Loss: 0.006 Epoch 99 Batch 118/269 - Train Accuracy: 0.976, Validation Accuracy: 0.961, Loss: 0.007 Epoch 99 Batch 119/269 - Train Accuracy: 0.965, Validation Accuracy: 0.961, Loss: 0.013 Epoch 99 Batch 120/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.009 Epoch 99 Batch 121/269 - Train Accuracy: 0.978, Validation Accuracy: 0.964, Loss: 0.007 Epoch 99 Batch 122/269 - Train Accuracy: 0.969, Validation Accuracy: 0.965, Loss: 0.008 Epoch 99 Batch 123/269 - Train Accuracy: 0.967, Validation Accuracy: 0.964, Loss: 0.010 Epoch 99 Batch 124/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.007 Epoch 99 Batch 125/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.006 Epoch 99 Batch 126/269 - Train Accuracy: 0.972, Validation Accuracy: 0.967, Loss: 0.009 Epoch 99 Batch 127/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.009 Epoch 99 Batch 128/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.010 Epoch 99 Batch 129/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.011 Epoch 99 Batch 130/269 - Train Accuracy: 0.970, Validation Accuracy: 0.966, Loss: 0.010 Epoch 99 Batch 131/269 - Train Accuracy: 0.971, Validation Accuracy: 0.967, Loss: 0.011 Epoch 99 Batch 132/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.008 Epoch 99 Batch 133/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 99 Batch 134/269 - Train Accuracy: 0.976, Validation Accuracy: 0.967, Loss: 0.008 Epoch 99 Batch 135/269 - Train Accuracy: 0.974, Validation Accuracy: 0.972, Loss: 0.006 Epoch 99 Batch 136/269 - Train Accuracy: 0.972, Validation Accuracy: 0.971, Loss: 0.008 Epoch 99 Batch 137/269 - Train Accuracy: 0.969, Validation Accuracy: 0.972, Loss: 0.007 Epoch 99 Batch 138/269 - Train Accuracy: 0.973, Validation Accuracy: 0.971, Loss: 0.006 Epoch 99 Batch 139/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.007 Epoch 99 Batch 140/269 - Train Accuracy: 0.971, Validation Accuracy: 0.971, Loss: 0.009 Epoch 99 Batch 141/269 - Train Accuracy: 0.979, Validation Accuracy: 0.970, Loss: 0.009 Epoch 99 Batch 142/269 - Train Accuracy: 0.972, Validation Accuracy: 0.970, Loss: 0.010 Epoch 99 Batch 143/269 - Train Accuracy: 0.968, Validation Accuracy: 0.969, Loss: 0.008 Epoch 99 Batch 144/269 - Train Accuracy: 0.977, Validation Accuracy: 0.971, Loss: 0.006 Epoch 99 Batch 145/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.008 Epoch 99 Batch 146/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 99 Batch 147/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.008 Epoch 99 Batch 148/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 99 Batch 149/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.008 Epoch 99 Batch 150/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.010 Epoch 99 Batch 151/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.009 Epoch 99 Batch 152/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.006 Epoch 99 Batch 153/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.008 Epoch 99 Batch 154/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 99 Batch 155/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 99 Batch 156/269 - Train Accuracy: 0.972, Validation Accuracy: 0.968, Loss: 0.010 Epoch 99 Batch 157/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 99 Batch 158/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.008 Epoch 99 Batch 159/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.010 Epoch 99 Batch 160/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.007 Epoch 99 Batch 161/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 99 Batch 162/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.007 Epoch 99 Batch 163/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.006 Epoch 99 Batch 164/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.009 Epoch 99 Batch 165/269 - Train Accuracy: 0.978, Validation Accuracy: 0.967, Loss: 0.011 Epoch 99 Batch 166/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 99 Batch 167/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.008 Epoch 99 Batch 168/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.011 Epoch 99 Batch 169/269 - Train Accuracy: 0.973, Validation Accuracy: 0.966, Loss: 0.006 Epoch 99 Batch 170/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.008 Epoch 99 Batch 171/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 172/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.007 Epoch 99 Batch 173/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.006 Epoch 99 Batch 174/269 - Train Accuracy: 0.978, Validation Accuracy: 0.969, Loss: 0.007 Epoch 99 Batch 175/269 - Train Accuracy: 0.968, Validation Accuracy: 0.970, Loss: 0.009 Epoch 99 Batch 176/269 - Train Accuracy: 0.973, Validation Accuracy: 0.972, Loss: 0.008 Epoch 99 Batch 177/269 - Train Accuracy: 0.976, Validation Accuracy: 0.972, Loss: 0.007 Epoch 99 Batch 178/269 - Train Accuracy: 0.976, Validation Accuracy: 0.971, Loss: 0.008 Epoch 99 Batch 179/269 - Train Accuracy: 0.980, Validation Accuracy: 0.971, Loss: 0.008 Epoch 99 Batch 180/269 - Train Accuracy: 0.977, Validation Accuracy: 0.970, Loss: 0.006 Epoch 99 Batch 181/269 - Train Accuracy: 0.974, Validation Accuracy: 0.970, Loss: 0.011 Epoch 99 Batch 182/269 - Train Accuracy: 0.976, Validation Accuracy: 0.970, Loss: 0.006 Epoch 99 Batch 183/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.007 Epoch 99 Batch 184/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 185/269 - Train Accuracy: 0.981, Validation Accuracy: 0.966, Loss: 0.007 Epoch 99 Batch 186/269 - Train Accuracy: 0.971, Validation Accuracy: 0.966, Loss: 0.006 Epoch 99 Batch 187/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.009 Epoch 99 Batch 188/269 - Train Accuracy: 0.979, Validation Accuracy: 0.965, Loss: 0.007 Epoch 99 Batch 189/269 - Train Accuracy: 0.982, Validation Accuracy: 0.966, Loss: 0.007 Epoch 99 Batch 190/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.007 Epoch 99 Batch 191/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.007 Epoch 99 Batch 192/269 - Train Accuracy: 0.977, Validation Accuracy: 0.967, Loss: 0.009 Epoch 99 Batch 193/269 - Train Accuracy: 0.977, Validation Accuracy: 0.965, Loss: 0.008 Epoch 99 Batch 194/269 - Train Accuracy: 0.977, Validation Accuracy: 0.966, Loss: 0.007 Epoch 99 Batch 195/269 - Train Accuracy: 0.972, Validation Accuracy: 0.965, Loss: 0.008 Epoch 99 Batch 196/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 99 Batch 197/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.007 Epoch 99 Batch 198/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.008 Epoch 99 Batch 199/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.008 Epoch 99 Batch 200/269 - Train Accuracy: 0.983, Validation Accuracy: 0.969, Loss: 0.007 Epoch 99 Batch 201/269 - Train Accuracy: 0.975, Validation Accuracy: 0.971, Loss: 0.008 Epoch 99 Batch 202/269 - Train Accuracy: 0.966, Validation Accuracy: 0.971, Loss: 0.008 Epoch 99 Batch 203/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.008 Epoch 99 Batch 204/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.007 Epoch 99 Batch 205/269 - Train Accuracy: 0.979, Validation Accuracy: 0.966, Loss: 0.006 Epoch 99 Batch 206/269 - Train Accuracy: 0.969, Validation Accuracy: 0.967, Loss: 0.009 Epoch 99 Batch 207/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.007 Epoch 99 Batch 208/269 - Train Accuracy: 0.977, Validation Accuracy: 0.969, Loss: 0.006 Epoch 99 Batch 209/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.007 Epoch 99 Batch 210/269 - Train Accuracy: 0.979, Validation Accuracy: 0.969, Loss: 0.005 Epoch 99 Batch 211/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 99 Batch 212/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 213/269 - Train Accuracy: 0.971, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 214/269 - Train Accuracy: 0.975, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 215/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.010 Epoch 99 Batch 216/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.010 Epoch 99 Batch 217/269 - Train Accuracy: 0.966, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 218/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.007 Epoch 99 Batch 219/269 - Train Accuracy: 0.982, Validation Accuracy: 0.968, Loss: 0.008 Epoch 99 Batch 220/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.006 Epoch 99 Batch 221/269 - Train Accuracy: 0.971, Validation Accuracy: 0.969, Loss: 0.008 Epoch 99 Batch 222/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 99 Batch 223/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.008 Epoch 99 Batch 224/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.008 Epoch 99 Batch 225/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.007 Epoch 99 Batch 226/269 - Train Accuracy: 0.978, Validation Accuracy: 0.970, Loss: 0.008 Epoch 99 Batch 227/269 - Train Accuracy: 0.974, Validation Accuracy: 0.969, Loss: 0.009 Epoch 99 Batch 228/269 - Train Accuracy: 0.980, Validation Accuracy: 0.969, Loss: 0.006 Epoch 99 Batch 229/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.009 Epoch 99 Batch 230/269 - Train Accuracy: 0.970, Validation Accuracy: 0.970, Loss: 0.009 Epoch 99 Batch 231/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.008 Epoch 99 Batch 232/269 - Train Accuracy: 0.973, Validation Accuracy: 0.969, Loss: 0.007 Epoch 99 Batch 233/269 - Train Accuracy: 0.980, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 234/269 - Train Accuracy: 0.978, Validation Accuracy: 0.968, Loss: 0.008 Epoch 99 Batch 235/269 - Train Accuracy: 0.983, Validation Accuracy: 0.966, Loss: 0.004 Epoch 99 Batch 236/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.007 Epoch 99 Batch 237/269 - Train Accuracy: 0.974, Validation Accuracy: 0.964, Loss: 0.007 Epoch 99 Batch 238/269 - Train Accuracy: 0.976, Validation Accuracy: 0.964, Loss: 0.007 Epoch 99 Batch 239/269 - Train Accuracy: 0.979, Validation Accuracy: 0.968, Loss: 0.007 Epoch 99 Batch 240/269 - Train Accuracy: 0.977, Validation Accuracy: 0.968, Loss: 0.006 Epoch 99 Batch 241/269 - Train Accuracy: 0.960, Validation Accuracy: 0.966, Loss: 0.011 Epoch 99 Batch 242/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.005 Epoch 99 Batch 243/269 - Train Accuracy: 0.979, Validation Accuracy: 0.967, Loss: 0.006 Epoch 99 Batch 244/269 - Train Accuracy: 0.975, Validation Accuracy: 0.969, Loss: 0.009 Epoch 99 Batch 245/269 - Train Accuracy: 0.969, Validation Accuracy: 0.968, Loss: 0.007 Epoch 99 Batch 246/269 - Train Accuracy: 0.976, Validation Accuracy: 0.968, Loss: 0.009 Epoch 99 Batch 247/269 - Train Accuracy: 0.974, Validation Accuracy: 0.967, Loss: 0.010 Epoch 99 Batch 248/269 - Train Accuracy: 0.976, Validation Accuracy: 0.966, Loss: 0.008 Epoch 99 Batch 249/269 - Train Accuracy: 0.975, Validation Accuracy: 0.967, Loss: 0.008 Epoch 99 Batch 250/269 - Train Accuracy: 0.981, Validation Accuracy: 0.968, Loss: 0.008 Epoch 99 Batch 251/269 - Train Accuracy: 0.978, Validation Accuracy: 0.965, Loss: 0.011 Epoch 99 Batch 252/269 - Train Accuracy: 0.972, Validation Accuracy: 0.962, Loss: 0.006 Epoch 99 Batch 253/269 - Train Accuracy: 0.973, Validation Accuracy: 0.964, Loss: 0.008 Epoch 99 Batch 254/269 - Train Accuracy: 0.970, Validation Accuracy: 0.963, Loss: 0.011 Epoch 99 Batch 255/269 - Train Accuracy: 0.971, Validation Accuracy: 0.963, Loss: 0.008 Epoch 99 Batch 256/269 - Train Accuracy: 0.974, Validation Accuracy: 0.963, Loss: 0.007 Epoch 99 Batch 257/269 - Train Accuracy: 0.968, Validation Accuracy: 0.962, Loss: 0.011 Epoch 99 Batch 258/269 - Train Accuracy: 0.971, Validation Accuracy: 0.962, Loss: 0.007 Epoch 99 Batch 259/269 - Train Accuracy: 0.976, Validation Accuracy: 0.962, Loss: 0.010 Epoch 99 Batch 260/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 99 Batch 261/269 - Train Accuracy: 0.979, Validation Accuracy: 0.963, Loss: 0.007 Epoch 99 Batch 262/269 - Train Accuracy: 0.973, Validation Accuracy: 0.963, Loss: 0.008 Epoch 99 Batch 263/269 - Train Accuracy: 0.973, Validation Accuracy: 0.965, Loss: 0.010 Epoch 99 Batch 264/269 - Train Accuracy: 0.971, Validation Accuracy: 0.965, Loss: 0.012 Epoch 99 Batch 265/269 - Train Accuracy: 0.975, Validation Accuracy: 0.966, Loss: 0.006 Epoch 99 Batch 266/269 - Train Accuracy: 0.976, Validation Accuracy: 0.965, Loss: 0.008 Epoch 99 Batch 267/269 - Train Accuracy: 0.974, Validation Accuracy: 0.968, Loss: 0.009 >>>>>>> caaab3a... submission_02 ======= >>>>>>> a7568d9f54a58f4956b458fc6a3732a6565cdda0 Model Trained and Saved
Save the batch_size and save_path parameters for inference.
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
# Save parameters for checkpoint
helper.save_params(save_path)
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import tensorflow as tf
import numpy as np
import helper
import problem_unittests as tests
_, (source_vocab_to_int, target_vocab_to_int), (source_int_to_vocab, target_int_to_vocab) = helper.load_preprocess()
load_path = helper.load_params()
To feed a sentence into the model for translation, you first need to preprocess it. Implement the function sentence_to_seq() to preprocess new sentences.
vocab_to_int<UNK> word id.def sentence_to_seq(sentence, vocab_to_int):
"""
Convert a sentence to a sequence of ids
:param sentence: String
:param vocab_to_int: Dictionary to go from the words to an id
:return: List of word ids
"""
# TODO: Implement Function
output=[]
lowerSent = sentence.lower()
strText = lowerSent.split(' ')
for txt in strText:
if txt != '':
if txt in vocab_to_int.keys():
output.append(vocab_to_int[txt])
else:
output.append(vocab_to_int['<UNK>'])
return output
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_sentence_to_seq(sentence_to_seq)
Tests Passed
This will translate translate_sentence from English to French.
translate_sentence = 'he saw a old yellow truck .'
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
translate_sentence = sentence_to_seq(translate_sentence, source_vocab_to_int)
loaded_graph = tf.Graph()
with tf.Session(graph=loaded_graph) as sess:
# Load saved model
loader = tf.train.import_meta_graph(load_path + '.meta')
loader.restore(sess, load_path)
input_data = loaded_graph.get_tensor_by_name('input:0')
logits = loaded_graph.get_tensor_by_name('logits:0')
keep_prob = loaded_graph.get_tensor_by_name('keep_prob:0')
translate_logits = sess.run(logits, {input_data: [translate_sentence], keep_prob: 1.0})[0]
print('Input')
print(' Word Ids: {}'.format([i for i in translate_sentence]))
print(' English Words: {}'.format([source_int_to_vocab[i] for i in translate_sentence]))
print('\nPrediction')
print(' Word Ids: {}'.format([i for i in np.argmax(translate_logits, 1)]))
print(' French Words: {}'.format([target_int_to_vocab[i] for i in np.argmax(translate_logits, 1)]))
Input <<<<<<< HEAD <<<<<<< HEAD <<<<<<< HEAD Word Ids: [16, 156, 26, 46, 42, 182, 37] English Words: ['he', 'saw', 'a', 'old', 'yellow', 'truck', '.'] Prediction Word Ids: [293, 200, 335, 337, 230, 253, 30, 20, 1] French Words: ['il', 'a', 'vu', 'un', 'vieux', 'camion', 'jaune', '.', '<EOS>'] ======= Word Ids: [105, 183, 117, 8, 127, 6, 197] English Words: ['he', 'saw', 'a', 'old', 'yellow', 'truck', '.'] Prediction Word Ids: [334, 207, 30, 184, 331, 24, 76, 239, 299, 167, 1] French Words: ['il', 'est', 'la', 'peu', 'au', 'volant', "d'", 'et', 'jaune', '.', '<EOS>'] >>>>>>> 307c83c... submission_01 ======= ======= >>>>>>> a7568d9f54a58f4956b458fc6a3732a6565cdda0 Word Ids: [16, 156, 26, 46, 42, 182, 37] English Words: ['he', 'saw', 'a', 'old', 'yellow', 'truck', '.'] Prediction Word Ids: [293, 200, 335, 337, 230, 253, 30, 20, 1] French Words: ['il', 'a', 'vu', 'un', 'vieux', 'camion', 'jaune', '.', '<EOS>'] <<<<<<< HEAD >>>>>>> caaab3a... submission_02 ======= >>>>>>> a7568d9f54a58f4956b458fc6a3732a6565cdda0
Google translate result of above translated text - He saw an old yellow truck.
You might notice that some sentences translate better than others. Since the dataset you're using only has a vocabulary of 227 English words of the thousands that you use, you're only going to see good results using these words. For this project, you don't need a perfect translation. However, if you want to create a better translation model, you'll need better data.
You can train on the WMT10 French-English corpus. This dataset has more vocabulary and richer in topics discussed. However, this will take you days to train, so make sure you've a GPU and the neural network is performing well on dataset we provided. Just make sure you play with the WMT10 corpus after you've submitted this project.
When submitting this project, make sure to run all the cells before saving the notebook. Save the notebook file as "dlnd_language_translation.ipynb" and save it as a HTML file under "File" -> "Download as". Include the "helper.py" and "problem_unittests.py" files in your submission.